| United States Patent Application |
20210208153
|
| Kind Code
|
A1
|
|
SZEWCZAK; Alexander
;   et al.
|
July 8, 2021
|
METHODS OF SCREENING FOR CONDENSATE-ASSOCIATED SPECIFICITY AND USES
THEREOF
Abstract
Methods of identifying a compound, such as a test compound, and
applications thereof are provided. For example, methods of identifying a
compound that preferentially affects, increases, or decreases a level of
association of a macromolecule with one or more target condensates or
methods of identifying a compound that preferentially causes a
macromolecule to associate or disassociate with one or more target
condensates are provided. Additionally, methods of designing and/or
identifying and/or making a compound, or portion thereof, with a desired
characteristic are provided.
| Inventors: |
SZEWCZAK; Alexander; (Needham, MA)
; POSER; Ina; (Dresden, DE)
; MURCKO; Mark Andrew; (Holliston, MA)
; HALE; Stephen Paul; (Belmont, MA)
; BEUTEL; Bruce Aaron; (Needham, MA)
|
| Applicant: | | Name | City | State | Country | Type | c/o Dewpoint Therapeutics, Inc. | Boston | MA |
US | | |
| Family ID:
|
72670848
|
| Appl. No.:
|
17/203005
|
| Filed:
|
March 16, 2021 |
Related U.S. Patent Documents
| | | | |
|
| Application Number | Filing Date | Patent Number | |
|---|
| | PCT/US2020/051331 | Sep 17, 2020 | | |
| | 17203005 | | | |
| | 62902316 | Sep 18, 2019 | | |
|
|
| Current U.S. Class: |
1/1 |
| Current CPC Class: |
G01N 33/68 20130101; G01N 33/582 20130101; G01N 33/5005 20130101; G01N 33/60 20130101; G01N 33/6896 20130101; G01N 2496/00 20130101 |
| International Class: |
G01N 33/68 20060101 G01N033/68; G01N 33/58 20060101 G01N033/58; G01N 33/60 20060101 G01N033/60; G01N 33/50 20060101 G01N033/50 |
Claims
1-93. (canceled)
94. A method of identifying a compound that preferentially affects a
level of association of a first macromolecule with one or more target
condensates, the method comprising: (a) contacting a cellular composition
with a compound, wherein (i) the cellular composition comprises the one
or more target condensates; and/or (ii) the one or more target
condensates form simultaneously with and/or after contacting the cellular
composition with the compound; and (b) determining, after contacting the
cellular composition with the compound, the level of association of the
first macromolecule with the one or more target condensates and a level
of association of another macromolecule with the one or more target
condensates, wherein the compound preferentially affects the level of
association of the first macromolecule with the one or more target
condensates if the compound alters the level of the first macromolecule
as compared to a reference level for the first macromolecule more than
the compound alters the level of the other macromolecule as compared to a
reference level for the other macromolecule, wherein the reference level
for the first macromolecule is the level of association of the first
macromolecule with one or more reference condensates in the absence of
the compound, and the reference level for the other macromolecule is the
level of association of the other macromolecule with the one or more
reference condensates in the absence of the compound.
95. The method of claim 94, wherein the one or more target condensates
and the one or more reference condensates are the same class of
condensate.
96. The method of claim 94, wherein the one or more target condensates
and the one or more reference condensates are in the same cell type.
97. The method of claim 95, wherein the one or more target condensates
and the one or more reference condensates are in the same cell type.
98. The method of claim 94, wherein the one or more target condensates
and the one or more reference condensates are in different cell
compositions, wherein a cellular composition comprising the one or more
reference condensates comprises a cell type that is different than the
cellular composition comprising the one or more reference condensates.
99. The method of claim 94, further comprising determining the reference
level for the first macromolecule.
100. The method of claim 94, further comprising determining the reference
level for the other macromolecule.
101. The method of claim 94, further comprising comparing the level of
association of the first macromolecule as compared to the reference level
for the first macromolecule and the level of association of the other
macromolecule as compared to the reference level for the other
macromolecule.
102. The method of claim 94, wherein the compound preferentially
increases the level of association of the first macromolecule with the
one or more target condensates if the compound increases the level of
association of the first macromolecule as compared to the reference level
for the first macromolecule more than the compound increases the level of
association of the other macromolecule as compared to the reference level
for the other macromolecule.
103. The method of claim 102, wherein the compound results in the first
macromolecule associating with the one or more target condensates.
104. The method of claim 94, wherein the compound preferentially
decreases the level of association of the first macromolecule with the
one or more target condensates if the compound decreases the level of
association of the first macromolecule as compared to the reference level
for the first macromolecule more than the compound decreases the level of
association of the other macromolecule as compared to the reference level
for the other macromolecule.
105. The method of claim 103, wherein the compound results in the first
macromolecule not associating with the one or more target condensates.
106. The method of claim 94, wherein the compound alters the level of
association of the first macromolecule with the one or more target
condensates as compared to the reference level for the first
macromolecule at least about 0.25 fold.
107. The method of claim 94, further comprising assessing at least one
characteristic of the one or more target condensates.
108. The method of claim 107, wherein the characteristic of the one or
more target condensates is selected from the group consisting of: size,
number, shape, composition, surface area, location, functional activity,
stability, liquidity, and solidification.
109. The method of claim 107, wherein the assessing the at least one
characteristic of the one or more target condensates is performed using a
microscopy technique.
110. The method of claim 94, further comprising causing the formation of
the one or more target condensates.
111. The method of claim 94, wherein the first macromolecule and the
other macromolecule are each selected from the group consisting of: a
polypeptide, a DNA, and an RNA.
112. The method of claim 111, wherein the first macromolecule or the
other macromolecule is aberrantly present in a disease state.
113. The method of claim 111, wherein the first macromolecule or the
other macromolecule comprises a mutation.
114. The method of claim 94, wherein the first macromolecule comprises a
first label.
115. The method of claim 114, wherein the other macromolecule comprises a
second label.
116. The method of claim 115, wherein the first label and the second
label are distinguishable.
117. The method of claim 116, wherein the first macromolecule and first
label are a fusion protein, and the other macromolecule and the second
label are a fusion protein.
118. The method of claim 116, further comprising labeling the first
macromolecule and the other macromolecule.
119. The method of claim 118, wherein the labeling comprises contacting
the first macromolecule with an antibody or antigen-binding fragment
thereof comprising the first label, and contacting the other
macromolecule with another antibody or antigen-binding fragment thereof
comprising the second label.
120. The method of claim 116, wherein the first label and the second
label are each selected from the group consisting of: a radioactive
label, a colorimetric label, and a fluorescent label.
121. The method of claim 94, wherein determining the level of association
of the first macromolecule with the one or more target condensates
comprises use of an imaging technique.
122. The method of claim 94, wherein the cellular composition comprises
an animal cell.
123. The method of claim 122, wherein the animal cell has one or more
features of a neurodegenerative, proliferative, immunological, cardiac,
or metabolic disease.
Description
CROSS-REFERENCE TO RELATED APPLICATIONS
[0001] This application claims the priority benefit of U.S. Provisional
Application No. 62/902,316, filed on Sep. 18, 2019, the content of which
is incorporated herein by reference in its entirety.
FIELD OF THE INVENTION
[0002] The present invention relates to the field of biological
condensates.
BACKGROUND
[0003] Cells contain membrane-bound organelles such as mitochondria,
lysosomes, and the endoplasmic reticulum, to, in part, localize various
cellular functions. In addition to membrane-bound organelles, cells
contain distinct sub-compartments that do not comprise a membrane between
them and their immediate surrounding solution. Numerous of these
membrane-less molecular assemblies have been shown to be formed through a
process termed liquid-liquid phase separation or condensation, in a
manner analogous to the partitioning of oil droplets in water. During
this process, e.g., a solution comprising biological macromolecules
separates into different phases, namely, a condensate dense phase that is
enriched in at least some of the biological macromolecules and a
surrounding light phase. A number of cellular condensates have been
recognized that play important roles in biology (Banani et al., 2017, Nat
Rev Mol Cell Biol, 18:285-298).
[0004] Various condensates are known to be important for modulating
specific cellular processes in different cell types. Mechanistically, for
example, a condensate can bring together molecules at an elevated
concentration to accelerate reactions inside the condensate, or can
sequester molecules in the condensate thereby reducing their
concentration and preventing their activity in the surrounding medium.
Aberrant condensate function has also been implicated in various human
diseases, such as neurodegenerative, proliferative, immunological,
cardiac, or metabolic disease (Naumann et al., 2018, Nat Commun,
9(1):335; Wegmann et al., 2018, EMBO J, 37(7): e98049; and Aguzzi et al.,
2016, 26(7): 547-558). However, there is a lack of understanding of the
mechanisms governing partitioning of a single macromolecule into or out
of a condensate, and there is little or nothing known regarding whether a
compound can selectively alter the partitioning of a single macromolecule
into or out of a condensate.
[0005] All references cited herein, including patent applications and
publications, are incorporated by reference in their entirety.
BRIEF SUMMARY
[0006] Provided herein are methods of identifying a compound that
preferentially affects a level of association of a first macromolecule
with one or more target condensates, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially affects the level of association of the first
macromolecule with the one or more target condensates if the compound
alters the level of the first macromolecule as compared to a first
reference level more than the compound alters the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule. In some embodiments, the compound does not
measurably alter the level of each additional macromolecule compared to
the reference level for each additional macromolecule.
[0007] Also provided herein are methods of identifying a compound that
preferentially increases a level of association of a first macromolecule
with one or more target condensates, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially increases the level of association of the
first macromolecule with the one or more target condensates if the
compound increases the level of the first macromolecule as compared to a
first reference level more than the compound increases the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule. In some embodiments, the compound does not
measurably increase the level of each additional macromolecule compared
to the reference level for each additional macromolecule.
[0008] Also provided herein are methods of identifying a compound that
preferentially decreases a level of association with one or more target
condensates of a first macromolecule, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially decreases the level of association of the
first macromolecule with the one or more target condensates if the
compound alters the level of the first macromolecule as compared to a
first reference level more than the compound decreases the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule. In some embodiments, the compound does not
measurably decrease the level of each additional macromolecule compared
to the reference level for each additional macromolecule.
[0009] In some embodiments, the first reference level is a level of
association of the first macromolecule with one or more reference
condensates determined in the absence of the compound. In some
embodiments, the reference level for each additional macromolecule is a
level of association for each additional macromolecule with one or more
reference condensates determined in the absence of the compound.
[0010] Also provided herein are methods of identifying a compound that
preferentially causes a first macromolecule to associate with one or more
target condensates, the method comprising: (a) contacting a cellular
composition with a compound, wherein (i) the cellular composition
comprises the one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
cellular composition with the compound; and (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the one or more target condensates, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if: (1) the compound causes the first
macromolecule to associate with the one or more target condensates; (2)
the compound does not cause each additional macromolecule to associate
with the one or more target condensates; and (3) the first macromolecule
would not be associated with the one or more target condensates in the
absence of the compound.
[0011] In some embodiments, the compound preferentially causes the first
macromolecule to associate with the one or more target condensates if (4)
one or more of the at least one additional macromolecule would not be
associated with the one or more target condensates in the absence of the
compound. In some embodiments, the compound preferentially causes the
first macromolecule to associate with the one or more target condensates
if (4) each of the at least one additional macromolecule would not be
associated with the one or more target condensates in the absence of the
compound.
[0012] Also provided herein are methods of identifying a compound that
preferentially causes a first macromolecule to disassociate with one or
more target condensates, the method comprising: (a) contacting a cellular
composition with a compound, wherein (i) the cellular composition
comprises the one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
cellular composition with the compound; and (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the one or more target condensates, wherein the compound
preferentially causes the first macromolecule to disassociate with the
one or more target condensates if: (1) the compound causes the first
macromolecule not to associate with the one or more target condensates;
(2) the compound does not cause each additional macromolecule not to
associate with the one or more target condensates; and (3) the first
macromolecule would be associated with the one or more target condensates
in the absence of the compound.
[0013] In some embodiments, the compound preferentially causes the first
macromolecule to associate with the one or more target condensates if (4)
one or more of the at least one additional macromolecule would be
associated with the one or more target condensates in the absence of the
compound. In some embodiments, the compound preferentially causes the
first macromolecule to associate with the one or more target condensates
if (4) each of the at least one additional macromolecule would be
associated with the one or more target condensates in the absence of the
compound.
[0014] In some embodiments, step (a) comprises contacting a cellular
composition with a compound, wherein the cellular composition comprises
the one or more target condensates, and the method further comprises
causing the formation of the one or more target condensates prior to step
(a). In some embodiments, step (a) comprises contacting a cellular
composition with a compound, wherein the one or more target condensates
form after contacting the cellular composition with the compound, and the
method further comprises causing the formation of the one or more target
condensates.
[0015] In some embodiments, the at least one additional macromolecule is 2
or more, 3 or more, 4 or more, or 5 or more macromolecules. In some
embodiments, the at least one additional macromolecule is 1-10
macromolecules.
[0016] In some embodiments, the first macromolecule is aberrantly
expressed in a disease state. In some embodiments, a disease state level
of association of the first macromolecule with the one or more target
condensates is altered compared to a normal state level of association of
the first macromolecule with the one or more target condensates. In some
embodiments, one or more of the at least one additional macromolecule is
aberrantly expressed in a disease state.
[0017] In some embodiments, the first macromolecule is DNA or RNA. In some
embodiments, the first macromolecule is a protein. In some embodiments,
the first macromolecule comprises a mutation that alters the level of
association of the first macromolecule with the one or more target
condensates compared to a related protein that does not comprise the
mutation. In some embodiments, the first macromolecule is FUS or eIF3.
[0018] In some embodiments, one or more of the at least one additional
macromolecule is DNA or RNA. In some embodiments, one or more of the at
least one additional macromolecule is a protein. In some embodiments, one
or more of the at least one additional macromolecule comprise a mutation
that alters its corresponding level of association with the one or more
target condensates compared to a related protein that does not comprise
the mutation. In some embodiments, one or more of the at least one
additional macromolecule is FUS, eIF3, G3BP1, FUS and G3BP1, or eIF3 and
G3BP1.
[0019] In some embodiments, the first macromolecule and/or one or more of
the at least one additional macromolecule is a fusion protein. In some
embodiments, the first macromolecule and/or one or more of the at least
one additional macromolecule comprises a label. In some embodiments, the
method further comprises labeling the first macromolecule and/or one or
more of the at least one additional macromolecule. In some embodiments,
the labeling comprises contacting the cellular composition with an
antibody or antigen-binding fragment thereof comprising a label. In some
embodiments, the label is a radioactive label, a colorimetric label, or a
fluorescent label.
[0020] In some embodiments, the cellular composition comprises a
microorganism or an animal cell. In some embodiments, the cellular
composition comprises an animal cell. In some embodiments, the animal
cell that has one or more features of a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease. In some embodiments, the
animal cell is a HeLa cell, a HEK293 cell, an induced pluripotent stem
cell (iPSC cell), a cardiomyocyte, a myocyte, a stem cell-derived cell, a
neuron, a cancer cell, an immune cell, or an adipocyte.
[0021] In some embodiments, the one or more target condensates is a
cellular condensate. In some embodiments, the one or more target
condensates is a nuclear condensate or a cytoplasmic condensate. In some
embodiments, the cellular condensate is a cleavage body, a p-granule, a
histone locus body, a multivesicular body, a neuronal RNA granule, a
nuclear gem, a nuclear pore, a nuclear speckle, a nuclear stress body, a
nucleolus, a Oct1/PTF/transcription (OPT) domain, a paraspeckle, a
perinucleolar compartment, a PML nuclear body, a PML oncogenic domain, a
polycomb body, a processing body, a Sam68 nuclear body, a stress granule,
or a splicing speckle.
[0022] In some embodiments, the one or more target condensates is a single
target condensate. In some embodiments, the compound does not measurably
alter one or more of: size of the target condensate, location of the
target condensate, surface area of the target condensate, and dissolution
of the target condensate.
[0023] In some embodiments, the one or more target condensates is a
plurality of target condensates. In some embodiments, the compound does
not measurably alter one or more of: total number of the plurality of
target condensates; size of the plurality of target condensates, location
of the plurality of target condensates, surface area of the plurality of
target condensates, and dissolution of the plurality of target
condensates.
[0024] In some embodiments, the one or more target condensates is a
plurality of target condensates. In some embodiments, the plurality of
target condensates is all or a subset of a class of condensates in a
portion of the cellular composition. In some embodiments, the plurality
of target condensates is all or a subset of a class of condensates in a
cell in the cellular composition. In some embodiments, the plurality of
target condensates is all or a subset of a class of condensates in a
portion of a cell in the cellular composition. In some embodiments, the
portion of the cell is the cytoplasm, the nucleus, or an organelle.
[0025] In some embodiments, the class of condensates comprises condensates
which comprise a specific macromolecule. In some embodiments, the class
of condensates comprises condensates which are cleavage bodies; wherein
the class of condensates comprises condensates which are p-granules;
wherein the class of condensates comprises condensates which are histone
locus bodies; wherein the class of condensates comprises condensates
which are multivesicular bodies; wherein the class of condensates
comprises condensates which are neuronal RNA granules; wherein the class
of condensates comprises condensates which are nuclear gems; wherein the
class of condensates comprises condensates which are nuclear pores;
wherein the class of condensates comprises condensates which are nuclear
speckles; wherein the class of condensates comprises condensates which
are nuclear stress bodies; wherein the class of condensates comprises
condensates which are nucleoli; wherein the class of condensates
comprises condensates which are Oct1/PTF/transcription (OPT) domains;
wherein the class of condensates comprises condensates which are
paraspeckles; wherein the class of condensates comprises condensates
which are perinucleolar compartments; wherein the class of condensates
comprises condensates which are PML nuclear bodies; wherein the class of
condensates comprises condensates which are PML oncogenic domains;
wherein the class of condensates comprises condensates which are polycomb
bodies; wherein the class of condensates comprises condensates which are
processing bodies; wherein the class of condensates comprises condensates
which are Sam68 nuclear bodies; wherein the class of condensates
comprises condensates which are stress granules; or wherein the class of
condensates comprises condensates which are splicing speckles.
[0026] Also provided herein are methods of identifying a plurality of
compounds that preferentially affect the level, decrease the level, or
increase the level of association of a first macromolecule with one or
more target condensates, or that preferentially cause the first
macromolecule to associate or disassociate with one or more target
condensates, the method comprising performing a method of identifying a
compound disclosed herein with a plurality of compounds.
[0027] In some embodiments, the method further comprises identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with the one or more target condensates, or the ability to
preferentially cause the first macromolecule to associate or disassociate
with one or more target condensates. In some embodiments, the method
further comprises performing a method of identifying a compound disclosed
herein for one or more additional test compounds that comprise the
identified characteristic. In some embodiments, the method further
comprises performing a method of identifying a compound disclosed herein
for one or more additional test compounds that do not comprise the
identified characteristic.
[0028] Also provided herein are methods of identifying a compound
characteristic associated with preferentially affecting the level,
decreasing the level, or increasing the level of association of a first
macromolecule with one or more target condensates, or with preferentially
causing the first macromolecule to associate or disassociate with one or
more target condensates, the method comprising: (a) performing a method
of identifying a plurality of compounds disclosed herein; and (b)
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
affect the level, decrease the level, or increase the level of
association of the first macromolecule with one or more target
condensates, or the ability to preferentially cause the first
macromolecule to associate or disassociate with one or more target
condensates.
[0029] Also provided herein are methods of designing a compound that
preferentially affects the level, decreases the level, or increases the
level of association of a first macromolecule with one or more target
condensates, or that preferentially causes the first macromolecule to
associate or disassociate with one or more target condensates, the method
comprising: (a) performing a method of identifying a plurality of
compounds disclosed herein; (b) identifying a characteristic that a
subset or all of the identified compounds have in common in addition to
the ability to preferentially affect the level, decrease the level, or
increase the level of association of the first macromolecule with one or
more target condensates, or the ability to preferentially cause the first
macromolecule to associate or disassociate with one or more target
condensates; and (c) designing a compound that comprises the identified
characteristic, thereby designing a compound that preferentially affects
the level, decreases the level, or increases the level of association of
the first macromolecule with one or more target condensates or
preferentially causes the first macromolecule to associate or
disassociate with one or more target condensates.
[0030] Also provided herein are methods of identifying a compound useful
for treating a disease in an individual in need thereof, the method
comprising: performing a method of identifying a compound disclosed
herein, wherein the one or more target condensates is associated with the
disease, and identifying the compound that preferentially affects the
level, decreases the level, or increases the level of association of the
first macromolecule with the one or more target condensates or that that
preferentially causes the first macromolecule to associate or
disassociate with one or more target condensates for being useful for
treating the disease. In some embodiments, the disease is a
neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0031] Also provided herein are methods of identifying a compound that
preferentially affects a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing a method of identifying a compound disclosed
herein with the first set of one or more target condensates; and
performing a method of identifying a compound disclosed herein with a
second set of one or more target condensates wherein the compound
preferentially affects the level of association of the first
macromolecule with the first set of one or more target condensates if the
compound preferentially affects the level of association of the first
macromolecule with the first set of one or more target condensates more
than the compound preferentially affects the level of association of the
first macromolecule with the second set of one or more target
condensates. In some embodiments, the compound does not affect the level
of association of the first macromolecule with the second set of one or
more target condensates.
[0032] Also provided herein are methods of identifying a compound that
preferentially increases a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing a method of identifying a compound disclosed
herein with the first set of one or more target condensates; and
performing a method of identifying a compound disclosed herein with a
second set of one or more target condensates wherein the compound
preferentially increases the level of association of the first
macromolecule with the first set of one or more target condensates if the
compound preferentially increases the level of association of the first
macromolecule with the first set of one or more target condensates more
than the compound preferentially increases the level of association of
the first macromolecule with the second set of one or more target
condensates. In some embodiments, the compound does not increase the
level of association of the first macromolecule with the second set of
one or more target condensates.
[0033] Also provided herein are methods of identifying a compound that
preferentially decreases a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing a method of identifying a compound disclosed
herein with the first set of one or more target condensates; and
performing a method of identifying a compound disclosed herein with a
second set of one or more target condensates wherein the compound
preferentially decreases the level of association of the first
macromolecule with the first set of one or more target condensates if the
compound preferentially decreases the level of association of the first
macromolecule with the first set of one or more target condensates more
than the compound preferentially decreases the level of association of
the first macromolecule with the second set of one or more target
condensates. In some embodiments, the compound does not decrease the
level of association of the first macromolecule with the second set of
one or more target condensates.
[0034] Also provided herein are methods of identifying a compound that
preferentially causes a first macromolecule to associate with a first set
of one or more target condensates, the method comprising: performing a
method of identifying a compound disclosed herein with the first set of
one or more target condensates; and performing a method of identifying a
compound disclosed herein with a second set of one or more target
condensates wherein the compound preferentially causes the first
macromolecule to associate with the first set of one or more target
condensates if the compound preferentially causes the first macromolecule
to associate with the first set of one or more target condensates more
than the compound preferentially causes the first macromolecule to
associate with the second set of one or more target condensates.
[0035] Also provided herein are methods of identifying a compound that
preferentially causes a first macromolecule to disassociate with a first
set of one or more target condensates, the method comprising: performing
a method of identifying a compound disclosed herein with the first set of
one or more target condensates; and performing a method of identifying a
compound disclosed herein with a second set of one or more target
condensates wherein the compound preferentially causes the first
macromolecule to disassociate with the first set of one or more target
condensates if the compound preferentially causes the first macromolecule
to associate with the first set of one or more target condensates more
than the compound preferentially causes the first macromolecule to
associate with the second set of one or more target condensates.
[0036] In some embodiments, the first and/or second set of one or more
target condensates is a cellular condensate. In some embodiments, the
first and/or second set of one or more target condensates is a nuclear
condensate or a cytoplasmic condensate.
[0037] In some embodiments, the first and/or second set of one or more
target condensates is a cleavage body, a p-granule, a histone locus body,
a multivesicular body, a neuronal RNA granule, a nuclear gem, a nuclear
pore, a nuclear speckle, a nuclear stress body, a nucleolus, a
Oct1/PTF/transcription (OPT) domain, a paraspeckle, a perinucleolar
compartment, a PML nuclear body, a PML oncogenic domain, a polycomb body,
a processing body, a Sam68 nuclear body, a stress granule, or a splicing
speckle.
[0038] In some embodiments, the first and/or second set of one or more
target condensates is a single target condensate.
[0039] In some embodiments, the first and/or second set of one or more
target condensates is a plurality of target condensates. In some
embodiments, the first and/or second set of one or more target
condensates is all or a subset of a class of condensates in a portion of
the cellular composition. In some embodiments, the first and/or second
set of one or more target condensates is all or a subset of a class of
condensates in a cell in the cellular composition. In some embodiments,
the first and/or second set of one or more target condensates is all or a
subset of a class of condensates in a portion of a cell in the cellular
composition. In some embodiments, the portion of the cell is the
cytoplasm, the nucleus, or an organelle.
[0040] In some embodiments, the class of condensates comprises condensates
which comprise a specific macromolecule. In some embodiments, the class
of condensates comprises condensates which are cleavage bodies; wherein
the class of condensates comprises condensates which are p-granules;
wherein the class of condensates comprises condensates which are histone
locus bodies; wherein the class of condensates comprises condensates
which are multivesicular bodies; wherein the class of condensates
comprises condensates which are neuronal RNA granules; wherein the class
of condensates comprises condensates which are nuclear gems; wherein the
class of condensates comprises condensates which are nuclear pores;
wherein the class of condensates comprises condensates which are nuclear
speckles; wherein the class of condensates comprises condensates which
are nuclear stress bodies; wherein the class of condensates comprises
condensates which are nucleoli; wherein the class of condensates
comprises condensates which are Oct1/PTF/transcription (OPT) domains;
wherein the class of condensates comprises condensates which are
paraspeckles; wherein the class of condensates comprises condensates
which are perinucleolar compartments; wherein the class of condensates
comprises condensates which are PML nuclear bodies; wherein the class of
condensates comprises condensates which are PML oncogenic domains;
wherein the class of condensates comprises condensates which are polycomb
bodies; wherein the class of condensates comprises condensates which are
processing bodies; wherein the class of condensates comprises condensates
which are Sam68 nuclear bodies; wherein the class of condensates
comprises condensates which are stress granules; or wherein the class of
condensates comprises condensates which are splicing speckles.
[0041] In some embodiments, the class of the first set of one or more
target condensates is the same as the class of second set of one or more
target condensates. In some embodiments, the class of the first set of
one or more target condensates is different than the class of second set
of one or more target condensates.
[0042] In some embodiments, the first set of one or more target
condensates is in the same cellular composition as the second set of one
or more target condensates. In some embodiments, the cellular composition
comprises a cell comprising the first set of condensate of one or more
target condensates and the second set of one or more target condensates.
In some embodiments, the first set of condensate of one or more target
condensates is in a first cellular composition, and the second set of one
or more target condensates is in a second cellular composition.
[0043] In some embodiments, the first set of condensate of one or more
target condensates are in a cell in the cellular composition, and the
cell has one or more features of a disease. In some embodiments, the
disease is a neurodegenerative, proliferative, immunological, cardiac, or
metabolic disease.
[0044] Also provided herein are methods of identifying a plurality of
compounds that preferentially affect the level, decrease the level, or
increase the level of association of a first macromolecule with a first
set of one or more target condensates, or that preferentially cause the
first macromolecule to associate or disassociate with the first set of
one or more target condensates, the method comprising performing a method
of identifying a compound disclosed herein with a plurality of compounds.
[0045] In some embodiments, the method further comprises identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with the first set of one or more target condensates, or
the ability to preferentially cause the first macromolecule to associate
or disassociate with the first set of one or more target condensates.
[0046] In some embodiments, the method further comprises performing a
method of identifying a compound disclosed herein for one or more
additional test compounds that comprise the identified characteristic. In
some embodiments, the method further comprises performing a method of
identifying a compound disclosed herein for one or more additional test
compounds that do not comprise the identified characteristic.
[0047] Also provided herein are methods of identifying a compound
characteristic associated with preferentially affecting the level,
decreasing the level, or increasing the level of association of a first
macromolecule with a first set of one or more target condensates, or with
preferentially causing the first macromolecule to associate or
disassociate with the first set of one or more target condensates, the
method comprising: (a) performing a method of identifying a plurality of
compounds disclosed herein; and (b) identifying a characteristic that a
subset or all of the identified compounds have in common in addition to
the ability to preferentially affect the level, decrease the level, or
increase the level of association of the first macromolecule with the
first set of one or more target condensates, or the ability to
preferentially cause the first macromolecule to associate or disassociate
with the first set of one or more target condensates.
[0048] Also provided herein are methods of designing a compound that
preferentially affects the level, decreases the level, or increases the
level of association of a first macromolecule with a first set of one or
more target condensates, or that preferentially causes the first
macromolecule to associate or disassociate with the first set of one or
more target condensates, the method comprising: (a) performing a method
of identifying a plurality of compounds disclosed herein; (b) identifying
a characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with the first set of one or more target condensates, or
the ability to preferentially cause the first macromolecule to associate
or disassociate with the first set of one or more target condensates; and
(c) designing a compound that comprises the identified characteristic,
thereby designing a compound that preferentially affects the level,
decreases the level, or increases the level of association of the first
macromolecule with the first set of one or more target condensates or
preferentially causes the first macromolecule to associate or
disassociate with the first set of one or more target condensates.
[0049] Also provided herein are methods of identifying a compound useful
for treating a disease in an individual in need thereof, the method
comprising: performing a method of identifying a compound disclosed
herein, wherein the first set of one or more target condensates is
associated with the disease, and identifying the compound that
preferentially affects the level, decreases the level, or increases the
level of association of the first macromolecule with the first set of one
or more target condensates or that that preferentially causes the first
macromolecule to associate or disassociate with the first set of one or
more target condensates for being useful for treating the disease. In
some embodiments, the disease is a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease.
BRIEF DESCRIPTION OF THE DRAWINGS
[0050] FIG. 1 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with lipoamide.
[0051] FIG. 2 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with AZD4547,
Omipalisib, and TG101209.
[0052] FIG. 3 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with GW9508,
Brefeldin A, AZD3463 and Ketanserin.
[0053] FIG. 4 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with AZD8931, YM155
and Beta-Lapachone.
[0054] FIG. 5 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with lipoamide.
[0055] FIG. 6 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with P121,
PF-04691502, and TG101209.
[0056] FIG. 7 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with Coriphosphine
O.
[0057] FIG. 8 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with YM155,
Beta-Lapachone, and Bisindolylmaleimide IX.
[0058] FIG. 9 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed cells with or without treatment with Cediranib.
[0059] FIG. 10 is fluorescent micrographs showing the levels of FUS, eIF3,
and G3BP1 in stressed HeLa cells carrying BAC FUS-GFP and stressed human
iPSC cells with or without treatment with Matisinib.
[0060] FIG. 11 is a plot of dose-response curves for FUS, eIF3, and G3BP1
in stress granules of stressed HeLa cells carrying BAC FUS-GFP treated
with YM155.
DETAILED DESCRIPTION
[0061] Aberrant condensate formation and/or solidification have been
associated with some diseases, including neurodegenerative diseases such
as ALS. Previously, drug screening for a compound useful in treating a
disease associated with aberrant condensates was focused on screening for
drugs that prevent formation and/or completely dissolve the condensates.
The disclosure of the present application is based, at least in part, on
the inventors' unique insights and unexpected findings that screens can
be developed to identify compounds that selectively alter a condensate,
such as the composition of the condensate, without disrupting the entire
condensate or disrupting certain other condensates. The methods disclosed
herein enable techniques for screening and identifying compounds, or
portions thereof, having any one or more of the following specificities:
selectivity modulating the inclusion or exclusion of a macromolecule in a
condensate (macromolecule specificity); selectivity affecting one type of
a condensate and not another type of a condensate (condensate
specificity); and selectively affecting condensates in one type of tissue
and not another type of tissue (tissue specificity). Identifying and
developing compounds having selective control of a specific
macromolecule's behavior with respect to a condensate and/or selective
control of an impacted condensate and/or selective control of an impacted
tissue types are powerful strategies for therapeutic intervention to
reverse a disease phenotype while minimizing off target activity. For
example, compounds that can selectively alter the composition of a
condensate, specific types of condensates, and/or condensates in specific
tissue types could be useful for specifically inhibiting or activating
biological pathways depending precisely on the needs associated with the
treatment of the disease.
[0062] Thus, in some aspects, provided herein are methods of identifying a
compound having any one or more of the following specificities:
macromolecule specificity, condensate specificity, and tissue
specificity, the method comprising determining a level of association of
a first macromolecule with one or more target condensates, and comparing
the level of association with a reference level to identify the compound
having the one or more of the specificities. In some embodiments, the
method identifies a compound having macromolecule specificity. In some
embodiments, the method identifies a compound having condensate
specificity. In some embodiments, the method identifies a compound having
tissue (e.g., cell type) specificity. In some embodiments, the method
identifies a compound having macromolecule specificity and condensate
specificity. In some embodiments, the method identifies a compound having
macromolecule specificity and tissue (e.g., cell type) specificity. In
some embodiments, the method identifies a compound having condensate
specificity and tissue (e.g., cell type) specificity. In some
embodiments, the method identifies a compound having macromolecule
specificity, condensate specificity, and tissue (or cell type)
specificity.
[0063] In other aspects, provided herein are methods of identifying a
compound that preferentially affects, such as preferentially increases or
preferentially decreases, a level of association of a first macromolecule
with one or more target condensates.
[0064] Also provided herein are methods of identifying a compound that
preferentially causes a first macromolecule to associate or disassociate
with one or more target condensates.
[0065] As described herein, the methods of identifying compounds may be
useful for, e.g., identifying, characterizing, and developing compounds
or moieties thereof, capable of altering the behavior of the
macromolecule with a condensate, including for use in the treatment of a
disease in an individual.
Definitions
[0066] For purposes of interpreting this specification, the following
definitions will apply and whenever appropriate, terms used in the
singular will also include the plural and vice versa. In the event that
any definition set forth below conflicts with any document incorporated
herein by reference, the definition set forth shall control.
[0067] The terms "polypeptide" and "protein" are used interchangeably to
refer to a polymer of amino acid residues, and are not limited to a
minimum length. Such polymers of amino acid residues may contain natural
or non-natural amino acid residues, and include, but are not limited to,
peptides, oligopeptides, dimers, trimers, and multimers of amino acid
residues. Both full-length proteins and fragments thereof are encompassed
by the definition. The terms also include post-translational
modifications of the polypeptide, for example, glycosylation,
sialylation, acetylation, phosphorylation, and the like.
[0068] As used herein, "cellular composition" is a composition comprising
at least one cell. Exemplary compositions include a tissue sample or
cultured cells.
[0069] As used herein a "condensate" means a non-membrane-encapsulated
compartment formed by phase separation of one or more of proteins and/or
other macromolecules (including all stages of phase separation).
[0070] The terms "comprising," "having," "containing," and "including,"
and other similar forms, and grammatical equivalents thereof, as used
herein, are intended to be equivalent in meaning and to be open ended in
that an item or items following any one of these words is not meant to be
an exhaustive listing of such item or items, or meant to be limited to
only the listed item or items. For example, an article "comprising"
components A, B, and C can consist of (i.e., contain only) components A,
B, and C, or can contain not only components A, B, and C but also one or
more other components. As such, it is intended and understood that
"comprises" and similar forms thereof, and grammatical equivalents
thereof, include disclosure of embodiments of "consisting essentially of"
or "consisting of."
[0071] Where a range of values is provided, it is understood that each
intervening value, to the tenth of the unit of the lower limit, unless
the context clearly dictate otherwise, between the upper and lower limit
of that range and any other stated or intervening value in that stated
range, is encompassed within the disclosure, subject to any specifically
excluded limit in the stated range. Where the stated range includes one
or both of the limits, ranges excluding either or both of those included
limits are also included in the disclosure.
[0072] Reference to "about" a value or parameter herein includes (and
describes) variations that are directed to that value or parameter per
se. For example, description referring to "about X" includes description
of "X."
[0073] As used herein, including in the appended claims, the singular
forms "a," "or," and "the" include plural referents unless the context
clearly dictates otherwise.
[0074] The section headings used herein are for organizational purposes
only and are not to be construed as limiting the subject matter
described.
[0075] Methods of Identifying Compounds
[0076] Provided herein are methods of identifying a compound having any
one or more of the following specificities: macromolecule specificity,
condensate specificity, and tissue specificity.
[0077] In some embodiments, the method of identifying comprises (a)
contacting a composition with a compound, wherein (i) the composition
comprises one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
composition with the compound; (b) determining a level of association of
a first macromolecule with the one or more target condensates; and (c)
comparing the level of association of the first macromolecule with the
one or more target condensates and a reference level to identify the
compound having one or more of the following specificities: macromolecule
specificity, condensate specificity, and tissue specificity. In some
embodiments, the composition is a cellular composition, e.g., a cell
culture. In some embodiments, the one or more target condensates are in a
particular type of tissue (e.g., cell type).
[0078] In some embodiments, provided is a method of identifying a compound
having macromolecule specificity. In some embodiments, the method
comprises (a) contacting a composition with a compound, wherein (i) the
composition comprises one or more target condensates; and/or (ii) the one
or more target condensates form simultaneously with and/or after
contacting the composition with the compound; (b) determining a level of
association of a first macromolecule with the one or more target
condensates; and (c) comparing the level of association of the first
macromolecule with the one or more target condensates and a reference
level to identify the compound having macromolecule specificity, wherein
the reference level comprises any one or more of (i) a level of
association of the first macromolecule with the one or more target
condensates when the composition is not contacted with the compound, (ii)
a level of association of one or more other macromolecules with the one
or more target condensates in the composition contacted with the
compound, (iii) a level of association of one or more other
macromolecules with the one or more target condensates when the
composition is not contacted with the compound. In some embodiments, the
reference level is a level of association of a second macromolecule with
the one or more target condensates in the composition. In some
embodiments, the reference level is a level of association of the first
macromolecule with a reference condensate. In some embodiments, the first
macromolecule, the one or more target condensates, and the reference
condensate are in the same composition. In some embodiments, the one or
more target condensates and the reference condensate are in different
compositions. In some embodiments, the reference level is a level of
association of the first macromolecule with the one or more target
condensates in a reference system not treated with the compound. In some
embodiments, the reference system is treated with a vehicle control. In
some embodiments, the composition is a cellular composition. In some
embodiments, wherein the composition is a cellular composition, the
composition and the reference system comprise the same cell type. In some
embodiments, the methods described herein are useful for identifying a
compound that exhibits specificity for a single macromolecule (such as
exhibits an action and/or activity associated with the single
macromolecule in regards to interactions with a condensate). In some
embodiments, the methods described herein are useful for identifying a
compound that exhibits specificity for a set of macromolecules (such as
exhibits an action and/or activity associated with the set of
macromolecules in regards to interactions with a condensate). In some
embodiments, the one or more target condensates are in a particular type
of tissue (e.g., cell type). In some embodiments, the method further
comprises assessing the compound for condensate specificity and/or tissue
specificity.
[0079] In some embodiments, provided is a method of identifying a compound
having condensate specificity. In some embodiments, the method comprises
(a) contacting a composition with a compound, wherein (i) the composition
comprises one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
composition with the compound; (b) determining a level of association of
a first macromolecule with the one or more target condensates; and (c)
comparing the level of association of the first macromolecule with the
one or more target condensates and a reference level to identify the
compound having condensate specificity, wherein the reference level
comprises any one or more of (i) a level of association of the first
macromolecule with another condensate (in the presence or absence of the
compound), (ii) a level of association of one or more other
macromolecules with another condensate (in the presence or absence of the
compound), (iii) a level of association of one or more other
macromolecules with the one or more target condensates (in the presence
or absence of the compound), (iv) a characteristic, such as size, number,
volume, of the one or more target condensates (or characteristic, such as
distribution, amount, diffusion coefficient, of a condensate component),
and (v) a characteristic, such as size, number, volume, of another
condensate (or characteristic, such as distribution, amount, diffusion
coefficient, of a condensate component). In some embodiments, the
reference level is a level of association of a second macromolecule with
a reference condensate. In some embodiments, the first macromolecule and
the second macromolecule are the same. In some embodiments, the first
macromolecule and the second macromolecule are different. In some
embodiments, the second macromolecule and the reference condensate are in
the same composition as the first macromolecule and the one or more
target condensates. In some embodiments, the composition is a cellular
composition. In some embodiments, wherein the composition is a cellular
composition, the composition and the reference system comprise the same
cell type. In some embodiments, the method comprises (a) contacting a
composition with a compound, wherein (i) the composition comprises one or
more target condensates; and/or (ii) the one or more target condensates
form simultaneously with and/or after contacting the composition with the
compound; (b) determining a characteristic of the one or more target
condensates; and (c) comparing the characteristic of the one or more
target condensates with a characteristic of a reference condensate to
identify the compound having condensate specificity. In some embodiments,
the characteristic of the one or more target condensates is one or more
of: (i) amount of the first macromolecule present in the one or more
target condensates; (ii) size of the one or more target condensates;
(iii) surface area of the one or more target condensates; (iv) volume of
the one or more target condensates; (v) amount, such as total amount, of
the one or more target condensates; (vi) number of the one or more target
condensates; and (vii) number and size of the one or more target
condensates. In some embodiments, the characteristic of the reference
condensate is one or more of: (i) amount of a component, such as a
macromolecule, present in the reference condensate; (ii) size of the
reference condensate; (iii) surface area of the reference condensate;
(iv) volume of the reference condensate; (v) amount, such as total
amount, of the reference condensate; (vi) number of the reference
condensate; and (vii) number and size of the reference condensate. In
some embodiments, the compared characteristic is the same characteristic
for both the one or more target condensates and the reference condensate.
In some embodiments, the methods described herein are useful for
identifying a compound that exhibits specificity in a single condensate
type (such as exhibits an action and/or activity associated with a single
condensate type). In some embodiments, the methods described herein are
useful for identifying a compound that exhibits specificity in a set of
condensate types (such as exhibits an action and/or activity associated
with the set of condensate types), such as a set of condensate types that
all comprise the first macromolecule. In some embodiments, the one or
more target condensates are in a particular type of tissue (e.g., cell
type). In some embodiments, the method further comprises assessing the
compound for macromolecule specificity and/or tissue specificity.
[0080] In some embodiments, provided is a method of identifying a compound
having tissue (or cell type) specificity. In some embodiments, the method
comprises (a) contacting a composition comprising a cell with a compound,
wherein (i) the composition comprises one or more target condensates;
and/or (ii) the one or more target condensates form simultaneously with
and/or after contacting the composition with the compound; (b)
determining a level of association of a first macromolecule with the one
or more target condensates; and (c) comparing the level of association of
the first macromolecule with the one or more target condensates and a
reference level to identify the compound having tissue specificity,
wherein the reference level comprises any one or more of (i) a level of
association of the first macromolecule with the one or more target
condensates in another cell of a different cell type than the cell of the
composition (in the presence or absence of the compound), (ii) a level of
association of the first macromolecule with another condensate in the
cell of the composition (in the presence or absence of the compound),
(iii) a level of association of the first macromolecule with another
condensate in another cell of a different cell type than the cell of the
composition (in the presence or absence of the compound), (iv) a level of
association of one or more other macromolecules with the one or more
target condensates in the cell of the composition (in the presence or
absence of the compound), (v) a level of association of one or more other
macromolecules with another condensate in the cell of the composition (in
the presence or absence of the compound), (vi) a level of association of
one or more other macromolecules with the one or more target condensates
in another cell of a different cell type than the cell of the composition
(in the presence or absence of the compound), (vii) a level of
association of one or more other macromolecules with another condensate
in another cell of a different cell type than the cell of the composition
(in the presence or absence of the compound),(viii) a characteristic,
such as size, number, volume, of the one or more target condensates (or
characteristic, such as distribution, amount, diffusion coefficient, of a
condensate component) in the cell of the composition, (ix) a
characteristic, such as size, number, volume, of the one or more target
condensates (or characteristic, such as distribution, amount, diffusion
coefficient, of a condensate component) in another cell of a different
cell type than the cell of the composition, (x), a characteristic, such
as size, number, volume, of another condensate (or characteristic, such
as distribution, amount, diffusion coefficient, of a condensate
component) in the cell of the composition, and (xi) a characteristic,
such as size, number, volume, of another condensate (or characteristic,
such as distribution, amount, diffusion coefficient, of a condensate
component) in another cell of a different cell type than the cell of the
composition. In some embodiments, the reference level is a level of
association of the first macromolecule with the one or more target
condensates in a reference system, wherein the reference system is a
model for a different tissue (or cell) type than the composition
comprising the one or more target condensates. In some embodiments, the
reference system is contacted with the compound. In some embodiments, the
composition is a cellular composition. In some embodiments, wherein the
composition is a cellular composition, the composition and the reference
system comprise different cell types. In some embodiments, the methods
described herein are useful for identifying a compound that exhibits
specificity in a single tissue or cell type (such as exhibits an action
and/or activity associated with a condensate in the single tissue or cell
type). In some embodiments, the methods described herein are useful for
identifying a compound that exhibits specificity in a set of tissue or
cell types (such as exhibits an action and/or activity associated with a
condensate in the set of tissue or cell types), such as a set of tissue
of cell types that all comprise the first macromolecule and the one or
more target condensates. In some embodiments, the one or more target
condensates are in a particular type of tissue (e.g., cell type). In some
embodiments, the method further comprises assessing the compound for
macromolecule specificity and/or condensate specificity.
[0081] For example, in some embodiments, the methods described herein are
useful for identifying a compound that preferentially affects the
association of one or more macromolecules (e.g., a first macromolecule,
one or more other macromolecules, and/or one or more reference molecules)
with one or more target condensates in a first cell type compared to a
second cell type, such as the association of any macromolecule with a
target condensate in a first cell type compared to a second cell type
(hereinafter also referred to as "condensate+cell type selectivity"). In
some embodiments, the method comprises: 1) comparing the level of
association of the one or more macromolecules with the one or more target
condensates in the first cell type composition in the presence of the
compound, with the level of association of the one or more macromolecules
with the one or more target condensates in the second cell type
composition in the presence of the compound, and 2) comparing the level
of association of the one or more macromolecules with the one or more
other condensates in the first cell type composition in the presence of
the compound, with the level of association of the one or more
macromolecules with the one or more other condensates in the second cell
type composition in the presence of the compound, if a) the level of
association of the one or more macromolecules with the one or more target
condensates in the first cell type composition is altered more (e.g., at
least about 2 fold more) than the level of association of the one or more
macromolecules with the one or more target condensates in the second cell
type composition, and b) the level of association of the one or more
macromolecules with the one or more other condensates in the first cell
type composition is not altered, or not significantly altered (e.g.,
altered less than about 2 fold) compared to the level of association of
the one or more macromolecules with the one or more other condensates in
the second cell type composition, the compound is identified as
preferentially affecting the association of one or more macromolecules
with one or more target condensates in a first cell type compared to a
second cell type. In some embodiments, the method further comprises
comparing: 1) the level of association of a first macromolecule with the
one or more target condensates in the first cell type composition in the
presence of the compound, with the level of association of the first
macromolecule with the one or more target condensates in the second cell
type composition in the presence of the compound; and 2) the level of
association of a second macromolecule with the one or more target
condensates in the first cell type composition in the presence of the
compound, with the level of association of the second macromolecule with
the one or more target condensates in the second cell type composition in
the presence of the compound; if a compound preferentially affects the
association of the first macromolecule with one or more target
condensates in a first cell type compared to a second cell type similarly
to (e.g., within about 2 fold range) how the compound preferentially
affects the association of the second macromolecule with one or more
target condensates in a first cell type compared to a second cell type,
the compound is not identified as with preferential selectivity over
macromolecule type.
[0082] In some embodiments, the methods described herein are useful for
identifying a compound that preferentially affects the association of a
first macromolecules with one or more condensates (e.g., one or more
target condensates, one or more other condensates, and/or one or more
reference condensates) in a first cell type compared to a second cell
type, such as the association of a first macromolecule with any
condensates in a first cell type compared to a second cell type
(hereinafter also referred to as "macromolecule+cell type selectivity").
In some embodiments, the method comprises: 1) comparing the level of
association of the first macromolecule with the one or more condensates
in the first cell type composition in the presence of the compound, with
the level of association of the first macromolecule with the one or more
condensates in the second cell type composition in the presence of the
compound, and 2) comparing the level of association of one or more other
macromolecules with the one or more condensates in the first cell type
composition in the presence of the compound, with the level of
association of the one or more other macromolecules with the one or more
condensates in the second cell type composition in the presence of the
compound, if a) the level of association of the first macromolecule with
the one or more condensates in the first cell type composition is altered
more (e.g., at least about 2 fold more) than the level of association of
the first macromolecule with the one or more condensates in the second
cell type composition, and b) the level of association of the one or more
other macromolecules with the one or more condensates in the first cell
type composition is not altered, or not significantly altered (e.g.,
altered less than about 2 fold) compared to the level of association of
the one or more other macromolecules with the one or more condensates in
the second cell type composition, the compound is identified as
preferentially affecting the association of the first macromolecules with
one or more condensates in a first cell type compared to a second cell
type.
[0083] In some embodiments, the methods described herein comprise
comparing a level of association of a first macromolecule with one or
more target condensates and a reference level. As described herein, the
reference level provides the comparison needed to identify whether a
compound exhibits any one or more of the following specificities:
selectivity modulating the inclusion or exclusion of a macromolecule in a
condensate (macromolecule specificity); selectivity affecting one type of
a condensate and not another type of a condensate (condensate
specificity); and selectively affecting condensates in one type of tissue
and not another type of tissue (tissue specificity). In some embodiments,
the level of association of a first macromolecule with one or more target
condensates is obtained/assessed via any one or more of the following:
(i) the amount (such as quantity, e.g., absolute quantity) of the first
macromolecule in the one or more target condensates; (ii) the amount
(such as quantity, e.g., absolute quantity) of the first macromolecule
not in the one or more target condensates; (iii) the intensity of signal
from the first macromolecule in the one or more target condensates; (iv)
the number of the one or more target condensates comprising the first
macromolecule; (v) the size of the one or more target condensates
comprising the first macromolecule; (vi) the surface area of the one or
more target condensates comprising the first macromolecule; (vii) the
volume of the one or more target condensates comprising the first
macromolecule; and (vii) the number and size of the one or more target
condensates comprising the first macromolecule. The references levels
described herein can be obtained/assessed in a similar manner as
described for the other macromolecules described herein (such as the
first macromolecule).
[0084] In any of the embodiments described herein, the level of
association, such as a level of association of a first macromolecule with
one or more target condensates, is assessed at more than one compound
concentration. In some embodiments, the method comprises determining a
dose-response curve (similar to an IC.sub.50 curve) using the information
obtained from the analysis at the more than one compound concentration.
In some embodiments, the method comprises determining a potency (similar
to an IC.sub.50) of the compound using the dose-response curve. In some
embodiments, the method comprises identifying a compound having any one
or more of the following specificities: macromolecule specificity,
condensate specificity, and tissue specificity, wherein the method
comprises comparing the dose-response curve obtained for a compound with
one or more target condensates and a reference dose-response curve. In
some embodiments, the method comprises identifying a compound having any
one or more of the following specificities: macromolecule specificity,
condensate specificity, and tissue specificity, wherein the method
comprises comparing the potency obtained for a compound with one or more
target condensates and a reference potency.
[0085] In some embodiments, provided herein are methods of identifying a
compound comprising: (a) contacting a cellular composition with a
compound, wherein (i) the cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; and (b) determining the level of association of the first
macromolecule with the one or more target condensates and a level of
association of at least one additional macromolecule with the one or more
target condensates. In some embodiments, the method is a method of
identifying a compound that preferentially affects the level of
association of a first macromolecule with one or more target condensates.
In some embodiments, the method is a method of identifying a compound
that preferentially increases a level of association of a first
macromolecule with one or more target condensates. In some embodiments,
the method is a method of identifying a compound that preferentially
decreases a level of association of a first macromolecule with one or
more target condensates. In some embodiments, the method is a method of
identifying a compound useful for treating a disease in an individual in
need thereof, wherein the one or more target condensates is associated
with the disease. In some embodiments, the disease is a
neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0086] In some embodiments, the one or more target condensates are only
present under the disease (or stressed) status. In some embodiments, the
one or more target condensates have changes in one or more of the
following characteristics under the disease (or stressed) status compared
to healthy (or non-stressed) status: (i) location of the one or more
target condensates; (ii) distribution of the one or more target
condensates and/or its component (e.g., the first macromolecule); (iii)
number of the one or more target condensates; (iv) size of the one or
more target condensates; (v) ratio of the amount of one or more target
condensates and a reference condensate; (vi) a functional activity
associated with the one or more target condensates; (vii) composition of
the one or more target condensates; (viii) co-localization of the one or
more target condensates with a biomolecule; (ix) diffusion coefficient of
a component (e.g., the first macromolecule) of the one or more target
condensates; (x) stability of the one or more target condensates; (xi)
dissolution or reduction in size of the one or more target condensates;
(xii) surface area of the one or more target condensates; (xiii)
sphericity of the one or more target condensates; (xiv) liquidity of the
one or more target condensates; (xv) solidification of the one or more
target condensates; (xvi) location of a condensate component (e.g., the
first macromolecule); (xvii) amount of a condensate component (e.g., the
first macromolecule) or a precursor thereof; (xviii) condensate
partitioning of a biomolecule (e.g., the first macromolecule) into the
one or more target condensates; (xix) a functional activity associated
with a condensate component (e.g., the first macromolecule); (xx)
aggregation of a condensate component (e.g., the first macromolecule);
(xxi) post-translational modification status of a condensate component
(e.g., the first macromolecule); and (xxii) amount of a degradation
product of a condensate component (e.g., the first macromolecule). In
some embodiments, the first macromolecule has an increased level of
association with the one or more target condensates under a disease (or
stressed) status, and the methods described herein are used to identify a
compound that selectively reduces the association of the first
macromolecule with the one or more target condensates compared to a
reference level. For example, the methods described herein are useful for
identifying a compound that preferentially reduces the association of the
first macromolecule with the one or more target condensates, compared to
the association of another biomolecule (e.g., a condensate component that
is not the first macromolecule) with the one or more target condensates.
In some embodiments, the methods described herein are useful for
identifying a compound that preferentially reduces the association of the
first macromolecule with the one or more target condensates, compared to
the association of the first macromolecule to another condensate, or the
association of a second macromolecule to another condensate. In some
embodiments, the methods described herein are useful for identifying a
compound that preferentially reduces the association of the first
macromolecule with the one or more target condensates in the diseased (or
stressed) tissue or cell type, compared to the association of the first
macromolecule with the one or more target condensates or another
condensate in a healthy (or non-stressed) tissue or cell type, or
compared to the association of a second macromolecule with the one or
more target condensates or another condensate in a healthy (or
non-stressed) tissue or cell type. In some embodiments, the second
macromolecule and the first macromolecule are different. In some
embodiments, the second macromolecule is a reference macromolecule (e.g.,
a macromolecule known to be associated with a target condensate, or known
not to be associated with a target condensate under healthy or
non-stressed condition or cell/tissue type).
[0087] Also provided herein are methods of identifying a plurality of
compounds comprising: (a) contacting a cellular composition with a
compound, wherein (i) the cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates and a level of
association of at least one additional macromolecule with the one or more
target condensates, and (c) performing steps (a) and (b) for a plurality
of compounds. In some embodiments, the method is a method of identifying
a plurality of compounds that preferentially affects the level of
association of a first macromolecule with one or more target condensates.
In some embodiments, the method is a method of identifying a plurality of
compounds that preferentially increases a level of association of a first
macromolecule with one or more target condensates. In some embodiments,
the method is a method of identifying a plurality of compounds that
preferentially decreases a level of association of a first macromolecule
with one or more target condensates. In some embodiments, the method
further comprises comparing the level of association of the first
macromolecule with the one or more target condensates when contacted with
different compounds. In some embodiments, the method further comprises
ranking the plurality of compounds identified based on their actions
and/or activity in preferentially increasing (or decreasing) the level of
association of the first macromolecule with the one or more target
condensates. In some embodiments, the comparison or ranking is based on
the absolute action and/or activity of the compound in increasing (or
decreasing) the level of association of the first macromolecule with the
one or more target condensates. In some embodiments, the comparison or
ranking is based on the relative action and/or activity in preferentially
increasing (or decreasing) the level of association of the first
macromolecule with the one or more target condensates compared to that of
the at least one additional macromolecule with the one or more target
condensates. In some embodiments, the method is a method of identifying a
plurality of compounds useful for treating a disease in an individual in
need thereof, wherein the one or more target condensates is associated
with the disease. In some embodiments, the disease is a
neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0088] In some embodiments, the method further comprises identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with the one or more target condensates. In some
embodiments, the method further comprises identifying a characteristic
that a subset or all of the identified compounds have in common in
addition to the ability to preferentially affect the level of association
of the first macromolecule with the one or more target condensates. In
some embodiments, the method further comprises identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially decrease the level of
association of the first macromolecule with the one or more target
condensates. In some embodiments, the method further comprises
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
increase the level of association of the first macromolecule with the one
or more target condensates. In some embodiments, the method further
comprises performing step (a) contacting a cellular composition with a
compound, wherein (i) the cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound and step (b) determining the level of association of the
first macromolecule with the one or more target condensates and a level
of association of at least one additional macromolecule with the one or
more target condensates, for one or more additional test compounds that
comprise the identified characteristic. In some embodiments, the method
further comprises performing steps (a) and (b) for one or more additional
test compounds that do not comprise the identified characteristic. In
some embodiments, the characteristic is a compound moiety.
[0089] In some embodiments, the first reference level is a level of
association of the first macromolecule with one or more reference
condensates determined in the absence of the compound. In some
embodiments, the reference level for each (or at least one) additional
macromolecule is a level of association for each (or at least one)
additional macromolecule with one or more reference condensates
determined in the absence of the compound.
[0090] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the one or more target
condensates if the compound alters the level of association of the first
macromolecule with the one or more target condensates as compared to a
first reference level more than the compound alters the level of
association of each (or at least one) additional macromolecule with the
one or more target condensates as compared to a reference level for each
(or at least one) additional macromolecule. In some embodiments, the
compound preferentially increases the level of association of the first
macromolecule with the one or more target condensates if the compound
increases the level of association of the first macromolecule with the
one or more target condensates as compared to a first reference level
more than the compound increases the level of association of each (or at
least one) additional macromolecule with the one or more target
condensates as compared to a reference level for each (or at least one)
additional macromolecule. In some embodiments, the compound
preferentially decreases the level of association of the first
macromolecule with the one or more target condensates if the compound
decreases the level of association of the first macromolecule with the
one or more target condensates as compared to a first reference level
more than the compound decreases the level of association of each (or at
least one) additional macromolecule with the one or more target
condensates as compared to a reference level for each (or at least one)
additional macromolecule.
[0091] In some embodiments, the compound increases the level of
association of the first macromolecule with the one or more target
condensates compared to the first reference level. In some embodiments,
the compound decreases the level of association of the first
macromolecule with the one or more target condensates compared to the
first reference level. In some embodiments, the compound increases or
does not measurably alter the level of association of each (or at least
one) additional macromolecule compared to the reference level for each
(or at least one) additional macromolecule. In some embodiments, the
compound decreases or does not measurably alter the level of association
of each (or at least one) additional macromolecule compared to the
reference level for each (or at least one) additional macromolecule. In
some embodiments, the compound does not measurably alter the level of
association of each (or at least one) additional macromolecule compared
to the reference level for each (or at least one) additional
macromolecule. In some embodiments, the compound does not measurably
increase the level of association of each (or at least one) additional
macromolecule compared to the reference level for each (or at least one)
additional macromolecule. In some embodiments, the compound does not
measurably decrease the level of association of each (or at least one)
additional macromolecule compared to the reference level for each (or at
least one) additional macromolecule. In some embodiments, the method
comprises determining the first reference level and the reference level
of each (or at least one) additional macromolecule.
[0092] In some embodiments, the compound increases the level of
association of the first macromolecule with the one or more target
condensates increases compared to the first reference level, and the
compound does not increase the level of association of each (or at least
one) additional macromolecule compared to the reference level for each
(or at least one) additional macromolecule; or the compound decreases the
level of association of the first macromolecule with the one or more
target condensates compared to the first reference level, and the
compound does not increase the level of association of each (or at least
one) additional macromolecule compared to the reference level for each
(or at least one) additional macromolecule. In some embodiments, the
compound increases the level of association of the first macromolecule
with the one or more target condensates compared to the first reference
level, and the compound does not increase the level of association of
each (or at least one) additional macromolecule compared to the reference
level for each (or at least one) additional macromolecule. In some
embodiments, the compound decreases the level of association of the first
macromolecule with the one or more target condensates compared to the
first reference level, and the compound does not decrease the level of
association of each (or at least one) additional macromolecule compared
to the reference level for each (or at least one) additional
macromolecule.
[0093] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the one or more target
condensates if the compound alters the level of the first macromolecule
as compared to a first reference level more than the compound alters the
level of each (or at least one) additional macromolecule as compared to a
reference level for each (or at least one) additional macromolecule, and
the difference is statistically significant. In some embodiments, the
compound preferentially increases the level of association of the first
macromolecule with the one or more target condensates if the compound
increases the level of the first macromolecule as compared to a first
reference level more than the compound alters the level of each (or at
least one) additional macromolecule as compared to a reference level for
each (or at least one) additional macromolecule, and the difference is
statistically significant. In some embodiments, the compound
preferentially decreases the level of association of the first
macromolecule with the one or more target condensates if the compound
decreases the level of the first macromolecule as compared to a first
reference level more than the compound alters the level of each (or at
least one) additional macromolecule as compared to a reference level for
each (or at least one) additional macromolecule, and the difference is
statistically significant. In some embodiments, the difference is
statistically significant if p<0.05, such as p<0.025, 0.01, 0.005,
or 0.001. Methods of determining statistical significance as known, such
as t-tests, ANOVA, and Fisher's method. Selection of the appropriate test
can be determined by one of skill in the art.
[0094] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the one or more target
condensates if the compound alters the level of the first macromolecule
as compared to a first reference level at least about 2 fold more than
the compound alters the level of each (or at least one) additional
macromolecule as compared to a reference level for each (or at least one)
additional macromolecule, such as at least about any of 2.5 fold, 3 fold,
4 fold, 5 fold, or 10 fold. In some embodiments, the compound
preferentially increases the level of association of the first
macromolecule with the one or more target condensates if the compound
increases the level of the first macromolecule as compared to a first
reference level at least about 2 fold more than the compound alters the
level of each (or at least one) additional macromolecule as compared to a
reference level for each (or at least one) additional macromolecule, such
as at least about any of 2.5 fold, 3 fold, 4 fold, 5 fold, or 10 fold. In
some embodiments, the compound preferentially decreases the level of
association of the first macromolecule with the one or more target
condensates if the compound decreases the level of the first
macromolecule as compared to a first reference level at least about 2
fold more than the compound alters the level of each (or at least one)
additional macromolecule as compared to a reference level for each (or at
least one) additional macromolecule, such as at least about any of 2.5
fold, 3 fold, 4 fold, 5 fold, or 10 fold. In some embodiments, the
compound preferentially affects the level of association of the first
macromolecule with the one or more target condensates if the compound
alters the level of association of the first macromolecule with the one
or more target condensates as compared to a first reference level at
least about any of 0.25 fold, 0.5 fold, 0.75 fold, 1 fold, 1.25 fold, 1.5
fold, 1.75 fold, 2 fold, 2.5 fold, 3 fold, 4 fold, 5 fold, or 10 fold
more than the compound alters the level of association of each (or at
least one) additional macromolecule with the one or more target
condensates as compared to a reference level for each (or at least one)
additional macromolecule.
[0095] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the one or more target
condensates if the compound alters the level of association of the first
macromolecule with the one or more target condensates as compared to a
first reference level more than (such as at least about any of 0.25 fold,
0.5 fold, 0.75 fold, 1 fold, 1.25 fold, 1.5 fold, 1.75 fold, 2 fold, 2.5
fold, 3 fold, 4 fold, 5 fold, or 10 fold more than) the compound alters
the level of association of a second macromolecule with a reference
condensate as compared to a reference level. In some embodiments, the
first reference level is a level of association of the first
macromolecule with the one or more target condensates determined in the
absence of the compound. In some embodiments, the reference level is a
level of association of the second macromolecule with the reference
condensate determined in the absence of the compound. In some
embodiments, the first macromolecule and the second macromolecule are the
same. In some embodiments, the first macromolecule and the second
macromolecule are different.
[0096] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the one or more target
condensates in a target cell or tissue type if the compound alters the
level of association of the first macromolecule with the one or more
target condensates in a target cell or tissue type as compared to a first
reference level more than (such as at least about any of 0.25 fold, 0.5
fold, 0.75 fold, 1 fold, 1.25 fold, 1.5 fold, 1.75 fold, 2 fold, 2.5
fold, 3 fold, 4 fold, 5 fold, or 10 fold more than) the compound alters
the level of association of the first macromolecule with the one or more
target condensates in a reference cell or tissue type as compared to a
reference level. In some embodiments, the first reference level is a
level of association of the first macromolecule with the one or more
target condensates in the target cell or tissue type determined in the
absence of the compound. In some embodiments, the reference level is a
level of association of the first macromolecule with the one or more
target condensates in the reference cell or tissue type determined in the
absence of the compound.
[0097] In some embodiments, the level is an absolute amount. In some
embodiments, the level is a relative level, such as 1) the amount of the
macromolecule compared to the amount of another component of the one or
more (target or reference) condensates, 2) the amount of the
macromolecule associated with the one or more (target or reference)
condensates compared to the amount of the macromolecule in the cell or
another cellular component, such as another condensate or in an
organelle, or 3) the amount of the macromolecule associated with the one
or more (target or reference) condensates in one tissue or cell type
compared the amount of the macromolecule associated with the one or more
(target or reference) condensates in another tissue or cell type.
[0098] In some embodiments, the reference is an experimental control. In
some embodiments, the reference level of a macromolecule is the level of
association of the macromolecule with one or more reference condensates.
In some embodiments, the one or more target condensates and the one or
more reference condensates are located in different portions of the
cellular composition. In some embodiments, the one or more target
condensates and the one or more reference condensates are located in
different portions of a cell. In some embodiments, the one or more target
condensates and the one or more reference condensates are located in
different cellular compositions. In some embodiments, the cellular
composition that comprises the one or more target condensates is a first
cellular composition, and the reference level is determined in a second
cellular composition. In some embodiments, the reference level is a level
of association of a macromolecule with the one or more target condensates
or one or more reference condensates in a cellular composition that has
not contacted the compound.
[0099] In some embodiments, the reference level is determined in a manner
such that a meaningful result can be assessed for the compound. For
example, in some embodiments, the reference level is determined in a
reference cellular composition, wherein the reference cellular
composition is prepared in a similar manner as the cellular composition
contacted with the compound, except the reference cellular composition is
not subjected to the compound or the step of contacting with the
compound.
[0100] Provided herein are methods of identifying a compound comprising:
(a) contacting a first cellular composition with a compound, wherein (i)
the first cellular composition comprises a first set of one or more
target condensates; and/or (ii) the first set of one or more target
condensates form simultaneously with and/or after contacting the first
cellular composition with the compound; (b) determining the level of
association of the first macromolecule with the first set of one or more
target condensates and a level of association of at least one additional
macromolecule with the first set of one or more target condensates; (c)
contacting a second cellular composition with the compound, wherein (i)
the second cellular composition comprises a second set of one or more
target condensates; and/or (ii) the second set of one or more target
condensates form simultaneously with and/or after contacting the second
cellular composition with the compound; and (d) determining the level of
association of the first macromolecule with the second set of one or more
target condensates and a level of association of a second macromolecule
with the second set of one or more target condensates. In some
embodiments, the second macromolecule and the first macromolecule are
different. In some embodiments, the second macromolecule is one or more
of the at least one additional macromolecule.
[0101] Also provided herein are methods of identifying a compound
comprising: (a) contacting a cellular composition with a compound,
wherein (i) the cellular composition comprises a first set of one or more
target condensates and/or a second set of one or more target condensates;
and/or (ii) the first set and or second set of one or more target
condensates form simultaneously with and/or after contacting the cellular
composition with the compound; (b) determining the level of association
of the first macromolecule with the first set of one or more target
condensates and a level of association of at least one additional
macromolecule with the first set of one or more target condensates; (c)
determining the level of association of the first macromolecule with the
second set of one or more target condensates and a level of association
of a second macromolecule with the second set of one or more target
condensates. In some embodiments, the second macromolecule and the first
macromolecule are different. In some embodiments, the second
macromolecule is one or more of the at least one additional
macromolecule.
[0102] In some embodiments, the macromolecule described herein is the
first macromolecule. In some embodiments, the macromolecule is not the
first macromolecule. In some embodiments, the macromolecule is one or
more of the at least one additional macromolecule. In some embodiments,
the macromolecule is a reference macromolecule (e.g., a macromolecule
known to be associated with a target condensate, or known not to be
associated with a target condensate under healthy or non-stressed
condition or cell/tissue type). In some embodiments, the macromolecule is
the first macromolecule, and the method further comprises determining the
level of association of a second macromolecule with the second set of one
or more target condensates. In some embodiments, the second macromolecule
and the first macromolecule are different. In some embodiments, the
second macromolecule is one or more of the at least one additional
macromolecule.
[0103] In some embodiments, the method is a method of identifying a
compound that preferentially affects the level of association of a first
macromolecule with the first set of one or more target condensates. In
some embodiments, the method is a method of identifying a compound that
preferentially increases a level of association of a first macromolecule
with the first set of one or more target condensates. In some
embodiments, the method is a method of identifying a compound that
preferentially decreases a level of association of a first macromolecule
with the first set of one or more target condensates. In some
embodiments, the method is a method of identifying a compound useful for
treating a disease in an individual in need thereof, wherein the first
set of one or more target condensates is associated with the disease. In
some embodiments, the disease is a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease.
[0104] In some embodiments, the method is a method of identifying a
plurality of compounds that preferentially affect the level of
association of a first macromolecule with the first set of one or more
target condensates, the method comprising performing any of the methods
described herein for a plurality of compounds. In some embodiments, the
method is a method of identifying a plurality of compounds that
preferentially increase a level of association of a first macromolecule
with the first set of one or more target condensates, the method
comprising performing any of the methods described herein for a plurality
of compounds. In some embodiments, the method is a method of identifying
a plurality of compounds that preferentially decrease a level of
association of a first macromolecule with the first set of one or more
target condensates, the method comprising performing any of the methods
described herein for a plurality of compounds. In some embodiments, the
method is a method of identifying a plurality of compounds useful for
treating a disease in an individual in need thereof, wherein the first
set of one or more target condensates is associated with the disease, the
method comprising performing any of the methods described herein of the
method for a plurality of compounds. In some embodiments, the disease is
a neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0105] In some embodiments, the compound preferentially affects the level
of association of the first macromolecule with the first set of one or
more target condensates if the compound affects the level of association
of the first macromolecule with the first set of one or more target
condensates more than the compound affects the level of association of
the first macromolecule with the second set of one or more target
condensates. In some embodiments, the compound does not affect the level
of association of the first macromolecule with the second set of one or
more target condensates. In some embodiments, the compound preferentially
increases the level of association of the first macromolecule with the
first set of one or more target condensates if the compound increases the
level of association of the first macromolecule with the first set of one
or more target condensates more than the compound increases the level of
association of the first macromolecule with the second set of one or more
target condensates. In some embodiments, the compound does not increase
the level of association of the first macromolecule with the second set
of one or more target condensates. In some embodiments, the compound
preferentially decreases the level of association of the first
macromolecule with the first set of one or more target condensates if the
compound decreases the level of association of the first macromolecule
with the first set of one or more target condensates more than the
compound decreases the level of association of the first macromolecule
with the second set of one or more target condensates. In some
embodiments, the compound does not decrease the level of association of
the first macromolecule with the second set of one or more target
condensates.
[0106] Also provided herein are methods of identifying a compound
comprising (a) contacting a cellular composition with a compound, wherein
(i) the cellular composition comprises one or more target condensates;
and/or (ii) the one or more target condensates form simultaneously with
and/or after contacting the cellular composition with the compound; and
(b) determining if a first macromolecule and at least one additional
macromolecule are associated with the one or more target condensates. In
some embodiments, the method is a method of identifying a compound that
causes a first macromolecule to associate or disassociate with one or
more target condensates. In some embodiments, the method is a method of
identifying a compound that causes a first macromolecule to associate
with one or more target condensates. In some embodiments, the method is a
method of identifying a compound that causes a first macromolecule to
disassociate with one or more target condensates. In some embodiments,
the method is a method of identifying a compound that preferentially
causes a first macromolecule to associate or disassociate with one or
more target condensates. In some embodiments, the method is a method of
identifying a compound that preferentially causes a first macromolecule
to associate with one or more target condensates. In some embodiments,
the method is a method of identifying a compound that preferentially
causes a first macromolecule to disassociate with one or more target
condensates. In some embodiments, the method is a method of identifying a
compound useful for treating a disease in an individual in need thereof,
wherein the one or more target condensates is associated with the
disease. In some embodiments, the disease is a neurodegenerative,
proliferative, immunological, cardiac, or metabolic disease.
[0107] Also provided herein are methods of identifying a plurality of
compounds comprising (a) contacting a cellular composition with a
compound, wherein (i) the cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining if a first macromolecule and at least one
additional macromolecule are associated with the one or more target
condensates, and (c) performing steps (a) and (b) for a plurality of
compounds. In some embodiments, the method is a method of identifying a
plurality of compounds that causes a first macromolecule to associate or
disassociate with one or more target condensates. In some embodiments,
the method is a method of identifying a plurality of compounds that
causes a first macromolecule to associate with one or more target
condensates. In some embodiments, the method is a method of identifying a
plurality of compounds that causes a first macromolecule to disassociate
with one or more target condensates. In some embodiments, the method is a
method of identifying a plurality of compounds that preferentially causes
a first macromolecule to associate or disassociate with one or more
target condensates. In some embodiments, the method is a method of
identifying a plurality of compounds that preferentially causes a first
macromolecule to associate with one or more target condensates. In some
embodiments, the method is a method of identifying a plurality of
compounds that preferentially causes a first macromolecule to
disassociate with one or more target condensates. In some embodiments,
the method is a method of identifying a plurality of compounds useful for
treating a disease in an individual in need thereof, wherein the one or
more target condensates is associated with the disease. In some
embodiments, the disease is a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease.
[0108] In some embodiments, the method further comprises identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially cause the first
macromolecule to associate or disassociate with one or more target
condensates. In some embodiments, the method further comprises
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
cause the first macromolecule to associate with one or more target
condensates. In some embodiments, the method further comprises
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
cause the first macromolecule to disassociate with one or more target
condensates. In some embodiments, the method further comprises performing
step (a) contacting a cellular composition with a compound, wherein (i)
the cellular composition comprises one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound and step (b)
determining if a first macromolecule and at least one additional
macromolecule are associated with the one or more target condensates for
one or more additional test compounds that comprise the identified
characteristic. In some embodiments, the method further comprises
performing steps (a) and (b) for one or more additional test compounds
that do not comprise the identified characteristic.
[0109] In some embodiments, the compound causes the first macromolecule to
associate with the one or more target condensates. In some embodiments,
the compound does not cause the first macromolecule to associate with the
one or more target condensates. In some embodiments, the compound causes
the first macromolecule not to associate with the one or more target
condensates. In some embodiments, the compound does not cause the first
macromolecule not to associate with the one or more target condensates.
[0110] In some embodiments, the compound causes one or more of the at
least one additional macromolecule to associate with the one or more
target condensates. In some embodiments, the compound causes each
additional macromolecule to associate with the one or more target
condensates. In some embodiments, the compound does not cause one or more
of the at least one additional macromolecule to associate with the one or
more target condensates. In some embodiments, the compound does not cause
each additional macromolecule to associate with the one or more target
condensates. In some embodiments, the compound does not cause one or more
of the at least one additional macromolecule not to associate with the
one or more target condensates. In some embodiments, the compound does
not cause each additional macromolecule not to associate with the one or
more target condensates.
[0111] In some embodiments, the first macromolecule would be associated
with the one or more target condensates in the absence of the compound.
In some embodiments, the first macromolecule would not be associated with
the one or more target condensates in the absence of the compound. In
some embodiments, one or more of the at least one additional
macromolecule would be associated with the one or more target condensates
in the absence of the compound. In some embodiments, each additional
macromolecule would be associated with the one or more target condensates
in the absence of the compound. In some embodiments, one or more of the
at least one additional macromolecule would not be associated with the
one or more target condensates in the absence of the compound. In some
embodiments, each additional macromolecule would not be associated with
the one or more target condensates in the absence of the compound. In
some embodiments, the first macromolecule and one or more of the at least
one additional macromolecule would be associated with the one or more
target condensates in the absence of the compound. In some embodiments,
the first macromolecule and each additional macromolecule would be
associated with the one or more target condensates in the absence of the
compound. In some embodiments, the first macromolecule and one or more of
the at least one additional macromolecule would not be associated with
the one or more target condensates in the absence of the compound. In
some embodiments, the first macromolecule and each additional
macromolecule would not be associated with the one or more target
condensates in the absence of the compound.
[0112] In some embodiments, one or more of the at least one additional
macromolecule is associated with the one or more target condensates in
the presence of the compound and would be associated with the one or more
target condensates in the absence of the compound. In some embodiments,
each additional macromolecule is associated with the one or more target
condensates in the presence of the compound and would be associated with
the one or more target condensates in the absence of the compound. In
some embodiments, one or more of the at least one additional
macromolecule is not associated with the one or more target condensates
in the presence of the compound and would not be associated with the one
or more target condensates in the absence of the compound. In some
embodiments, each additional macromolecule is not associated with the one
or more target condensates in the presence of the compound and would not
be associated with the one or more target condensates in the absence of
the compound.
[0113] In some embodiments, the compound preferentially causes the first
macromolecule to associate with the one or more target condensates if:
(1) the compound causes the first macromolecule to associate with the one
or more target condensates; (2) the compound does not cause each (or at
least one) additional macromolecule to associate with the one or more
target condensates (or causes less association of each (or at least one)
additional macromolecule with the one or more target condensates); and
(3) the first macromolecule would not be associated with the one or more
target condensates in the absence of the compound. In some embodiments,
the compound preferentially causes the first macromolecule to associate
with the one or more target condensates if: (1) the compound causes the
first macromolecule to associate with the one or more target condensates;
(2) the compound does not cause each (or at least one) additional
macromolecule to associate with the one or more target condensates (or
causes less association of each (or at least one) additional
macromolecule with the one or more target condensates); and (3) the first
macromolecule and one or more of the at least one additional
macromolecule would not be associated with the one or more target
condensates in the absence of the compound. In some embodiments, the
compound preferentially causes the first macromolecule to associate with
the one or more target condensates if: (1) the compound causes the first
macromolecule to associate with the one or more target condensates; (2)
the compound does not cause each (or at least one) additional
macromolecule to associate with the one or more target condensates (or
causes less association of each (or at least one) additional
macromolecule with the one or more target condensates); and (3) the first
macromolecule and each additional macromolecule would not be associated
with the one or more target condensates in the absence of the compound.
[0114] In some embodiments, the compound preferentially causes the first
macromolecule to disassociate with the one or more target condensates if:
(1) the compound causes the first macromolecule not to associate with the
one or more target condensates; (2) the compound does not cause each (or
at least one) additional macromolecule not to associate with the one or
more target condensates (or causes less disassociation of each (or at
least one) additional macromolecule with the one or more target
condensates); and (3) the first macromolecule would be associated with
the one or more target condensates in the absence of the compound. In
some embodiments, the compound preferentially causes the first
macromolecule to disassociate with the one or more target condensates if:
(1) the compound causes the first macromolecule not to associate with the
one or more target condensates; (2) the compound does not cause each (or
at least one) additional macromolecule not to associate with the one or
more target condensates (or causes less disassociation of each (or at
least one) additional macromolecule with the one or more target
condensates); and (3) the first macromolecule and one or more of the at
least one additional macromolecule would be associated with the one or
more target condensates in the absence of the compound. In some
embodiments, the compound preferentially causes the first macromolecule
to disassociate with the one or more target condensates if: (1) the
compound causes the first macromolecule not to associate with the one or
more target condensates; (2) the compound does not cause each (or at
least one) additional macromolecule not to associate with the one or more
target condensates (or causes less disassociation of each (or at least
one) additional macromolecule with the one or more target condensates);
and (3) the first macromolecule and each additional macromolecule would
be associated with the one or more target condensates in the absence of
the compound.
[0115] In some embodiments, the compound directly causes the first
macromolecule to associate with the one or more target condensates. In
some embodiment, the compound indirectly causes the first macromolecule
to associate with the one or more target condensates. In some
embodiments, the compound directly causes the first macromolecule not to
associate with the one or more target condensates. In some embodiment,
the compound indirectly causes the first macromolecule not to associate
with the one or more target condensates.
[0116] In some embodiments, the compound directly causes one or more of
the at least one additional macromolecule to associate with the one or
more target condensates. In some embodiment, the compound indirectly
causes one or more of the at least one additional macromolecule to
associate with the one or more target condensates. In some embodiments,
the compound directly causes one or more of the at least one additional
macromolecule not to associate with the one or more target condensates.
In some embodiment, the compound indirectly causes one or more of the at
least one additional macromolecule not to associate with the one or more
target condensates.
[0117] In some embodiments, the compound directly causes each additional
macromolecule to associate with the one or more target condensates. In
some embodiment, the compound indirectly causes each additional
macromolecule to associate with the one or more target condensates. In
some embodiments, the compound directly causes each additional
macromolecule not to associate with the one or more target condensates.
In some embodiment, the compound indirectly causes each additional
macromolecule not to associate with the one or more target condensates.
[0118] In some embodiments, the compound causes a macromolecule, such as a
first macromolecule or an additional macromolecule, to associate with one
or more target condensates if the macromolecule is determined to be
associated with the one or more target condensates after contacting the
cellular composition with the compound, and the macromolecule is
determined not to be associated with one or more reference condensates.
In some embodiments, the one or more reference condensates are an
experimental control. In some embodiments, the one or more target
condensates and the one or more reference condensates are located in
different portions of the cellular composition. In some embodiments, the
one or more target condensates and the one or more reference condensates
are located in different portions of a cell. In some embodiments, the one
or more target condensates and the one or more reference condensates are
located in different cellular compositions. In some embodiments, the
cellular composition that comprises the one or more target condensates is
a first cellular composition, and the one or more reference condensates
are in a second cellular composition. In some embodiments, the second
cellular composition has not contacted the compound.
[0119] In some embodiments, the determination of the association of the
macromolecule with the one or more reference condensates is performed in
a manner such that a meaningful result can be assessed for the compound.
For example, in some embodiments, the determination of the association of
the macromolecule with the one or more reference condensates is performed
in a reference cellular composition, wherein the reference cellular
composition is prepared in a similar manner as the cellular composition
contacted with the compound, except the reference cellular composition is
not subjected to the compound or the step of contacting with the
compound.
[0120] In some embodiments, the compound causes a macromolecule, such as a
first macromolecule or an additional macromolecule, to associate with one
or more target condensates if the macromolecule is determined to be
associated with the one or more target condensates after contacting the
cellular composition with the compound, and the macromolecule would not
be associated with the one or more target condensates in the absence of
contacting the cellular composition with the compound. In some
embodiments, the method further comprises determining if the
macromolecule is associated with the one or more target condensates in
the absence of the compound. In some embodiments, the compound causes a
macromolecule, such as a first macromolecule or an additional
macromolecule, to associate with one or more target condensates if the
macromolecule is determined to be associated with the one or more target
condensates after contacting the cellular composition with the compound,
and the macromolecule is not associated with one or more reference
condensates. In some embodiments, the method further comprises
determining if the macromolecule is associated with the one or more
reference condensates in the absence of the compound.
[0121] Also provided herein are methods of identifying a compound
comprising (a) contacting a first cellular composition with a compound,
wherein (i) the first cellular composition comprises a first set of one
or more target condensates; and/or (ii) the first set of one or more
target condensates form simultaneously with and/or after contacting the
first cellular composition with the compound; (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the first set of one or more target condensates; (c) contacting a
second cellular composition with a compound, wherein (i) the second
cellular composition comprises a second set of one or more target
condensates; and/or (ii) the second set of one or more target condensates
form simultaneously with and/or after contacting the second cellular
composition with the compound; and (d) determining if a second
macromolecule is associated with the second set of one or more target
condensates. In some embodiments, the second macromolecule and the first
macromolecule are the same. In some embodiments, the second macromolecule
and the first macromolecule are different. In some embodiments, the
second macromolecule is one or more of the at least one additional
macromolecule. In some embodiments, the second macromolecule is a
reference macromolecule (e.g., a macromolecule known to be associated
with a target condensate, or known not to be associated with a target
condensate under healthy or non-stressed condition or cell/tissue type).
In some embodiments, the second macromolecule and the first macromolecule
are the same, and the method further comprises determining if a third
macromolecule (e.g., different from the first and the second
macromolecule) is associated with the second set of one or more target
condensates. In some embodiments, the third macromolecule is one or more
of the at least one additional macromolecule.
[0122] Also provided herein are methods of identifying a compound
comprising (a) contacting a cellular composition with a compound, wherein
(i) the cellular composition comprises a first set of one or more target
condensates and/or a second set of one or more target condensates; and/or
(ii) the first set and/or the second set of one or more target
condensates form simultaneously with and/or after contacting the cellular
composition with the compound; and (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the first set of one or more target condensates; (c) determining if
a second macromolecule is associated with the second set of one or more
target condensates. In some embodiments, the second macromolecule and the
first macromolecule are the same. In some embodiments, the second
macromolecule and the first macromolecule are different. In some
embodiments, the second macromolecule is one or more of the at least one
additional macromolecule. In some embodiments, the second macromolecule
is a reference macromolecule (e.g., a macromolecule known to be
associated with a target condensate, or known not to be associated with a
target condensate under healthy or non-stressed condition or cell/tissue
type). In some embodiments, the second macromolecule and the first
macromolecule are the same, and the method further comprises determining
if a third macromolecule (e.g., different from the first and the second
macromolecule) is associated with the second set of one or more target
condensates. In some embodiments, the third macromolecule is one or more
of the at least one additional macromolecule.
[0123] In some embodiments, the method is a method of identifying a
compound that causes a first macromolecule to associate with the first
set of one or more target condensates. In some embodiments, the method is
a method of identifying a compound that causes a first macromolecule to
disassociate with the first set of one or more target condensates. In
some embodiments, the method is a method of identifying a compound that
preferentially causes a first macromolecule to associate or disassociate
with the first set of one or more target condensates. In some
embodiments, the method is a method of identifying a compound that
preferentially causes a first macromolecule to associate with the first
set of one or more target condensates. In some embodiments, the method is
a method of identifying a compound that preferentially causes a first
macromolecule to disassociate with the first set of one or more target
condensates. In some embodiments, the method is a method of identifying a
compound useful for treating a disease in an individual in need thereof,
wherein the first set of one or more target condensates is associated
with the disease. In some embodiments, the disease is a
neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0124] In some embodiments, the method is a method of identifying a
plurality of compounds that cause a first macromolecule to associate with
the first set of one or more target condensates, the method comprising
performing any of the methods described herein for a plurality of
compounds. In some embodiments, the method is a method of identifying a
plurality of compounds that cause a first macromolecule to disassociate
with the first set of one or more target condensates, the method
comprising performing any of the methods described herein for a plurality
of compounds. In some embodiments, the method is a method of identifying
a plurality of compounds that preferentially cause a first macromolecule
to associate or disassociate with the first set of one or more target
condensates, the method comprising performing any of the methods
described herein for a plurality of compounds. In some embodiments, the
method is a method of identifying a plurality of compounds that
preferentially cause a first macromolecule to associate with the first
set of one or more target condensates, the method comprising performing
any of the methods described herein for a plurality of compounds. In some
embodiments, the method is a method of identifying a plurality of
compounds that preferentially cause a first macromolecule to disassociate
with the first set of one or more target condensates, the method
comprising performing any of the methods described herein for a plurality
of compounds. In some embodiments, the method is a method of identifying
a plurality of compounds useful for treating a disease in an individual
in need thereof, wherein the first set of one or more target condensates
is associated with the disease, the method comprising performing any of
the methods described herein for a plurality of compounds. In some
embodiments, the disease is a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease, the method comprising
performing any of the methods described herein for a plurality of
compounds.
[0125] In some embodiments, the compound preferentially causes the first
macromolecule to associate with the first set of one or more target
condensates if the compound causes the first macromolecule to associate
with the first set of one or more target condensates more than the
compound causes the first macromolecule to associate with the second set
of one or more target condensates. In some embodiments, the compound
preferentially causes the first macromolecule to disassociate with the
first set of one or more target condensates if the compound causes the
first macromolecule to disassociate with the first set of one or more
target condensates more than the compound causes the first macromolecule
to disassociate with the second set of one or more target condensates.
[0126] One of ordinary skill in the art will readily recognize that
cellular processes, including the state of a condensate and components
thereof, are dynamic. The methods described herein thus may encompass
contacting a cell with a compound at any point in the life cycle (e.g.,
various mitosis phases or non-mitosis phase) of the one or more target
condensates or components thereof. For example, the methods may
encompass, e.g., contacting a cellular composition with a compound when
the one or more target condensates are in any location of the cell, are
present in any quantity, including being absent, are undergoing a
morphological change, such as a change in size or liquidity, or are
changing in composition. In some aspects, the methods may also encompass
contacting a cellular composition with a compound when a component of the
one or more target condensate is in any location of the cell, in any
quantity, or has any post-translation modification status.
Compounds
[0127] In some embodiments, the compound is a small molecule, a
polypeptide, a lipid, or a nucleic acid. In some embodiments, the
compound is an approved compound, such as a compound approved for medical
treatment by the United States Food and Drug Administration. In some
embodiments, the compound is a novel compound. In some embodiments, the
compound is a small molecule. In some embodiments, the small molecule is
an alkaloid, a glycoside, a phenazine, a phenol, a polyketide, a terpene,
or a tetrapyrrole. In some embodiments, test compound is a nucleic acid.
In some embodiments, the compound is a siRNA, miRNA, or mRNA. In some
embodiments, the compound is a non-naturally occurring compound. In some
embodiments, the compound has a molecular weight of less than about 1,000
Da, such as about 500 Da or less. In some embodiments, the compound
satisfies Lipinski's rule of five. In some embodiments, the compound is a
small molecule (such as a therapeutic small molecule that is about 1,000
Da or less and/or satisfies Lipinski's rule of five). In some
embodiments, the compound comprises a detectable characteristic, such as
fluorescent characteristic. In some embodiments, the compound comprises a
label, such as a fluorescent label. In some embodiments, the compound is
further labeled with a detection tag, such as a fluorescein, a
fluorescent polypeptide, or a radioisotope label. In some embodiments,
the tag does not affect the compound's action and/or activity in
preferentially causing association/dissociation of the first
macromolecule (or a reference macromolecule) with the one or more target
condensates (or a reference condensate). In some embodiments, the label
is detectable using a microscopy technique, e.g., a fluorescent
microscopy technique.
[0128] In some embodiments, the methods herein comprise adding two or more
compounds. Accordingly, in some embodiments, provided herein are methods
of identifying a combination of compounds that preferentially alter, such
as preferentially increase or preferentially decrease, a level of
association of a first macromolecule with one or more target condensates
or that preferentially cause a first macromolecule to associate or
disassociate with one or more target condensates. In some embodiments,
the two or more compounds are each selected from any of a small molecule,
a polypeptide, a lipid, or a nucleic acid. In some embodiments, the two
or more test compounds are added sequentially or simultaneously. In some
embodiments, the two or more test compounds are fused together.
Cellular Compositions
[0129] Cellular compositions, as disclosed herein, are compositions
comprising at least one cell. In some embodiments, the cellular
composition comprises a single cell. In some embodiments, the cellular
composition comprises at least two, three, four, five, 10, 25, 50, 100,
500, 1000 or more cells. Cellular compositions can be obtained from
various different sources, such as in vivo sources, such as a bodily
fluid or tissue sample from an animal, or in vitro sources, such as from
cultured cells or cultured tissues. Bodily fluid and tissue samples often
contain multiple cell types, for example brain tissue may comprise
neurons, glial cells, and many other types of cells. Accordingly, in some
embodiments, the cellular composition comprises at least two, three,
four, or five cell types. Cellular compositions may also comprise media,
such as cell culture media. The media may vary depending upon the sample
and cell type used. In some embodiments, the cellular composition
comprises one or more of: amino acids, vitamins, inorganic salts,
glucose, serum, growth factors, hormones, and attachment factors.
Exemplary media include Ames' Medium, BGJb Medium with or without the
Fitton-Jackson Modification, Click's Medium, CMRL-1066 Medium, Fischer's
Medium, Glascow Minimum Essential Medium (GMEM), Iscove's Modified
Dulbecco's Medium (IMDM), L-15 Medium (Leibovitz), McCoy's 5A Modified
Medium, NCTC Medium, Swim's S-77 Medium, Waymouth Medium, William's
Medium E, Dulbecco's Modified Eagle Medium (DMEM) and Eagle's Minimum
Essential Medium (EMEM).
[0130] For methods that require a first cellular composition and a second
cellular composition, any cellular composition disclosed herein may be
used. In some embodiments, the first cellular composition and the second
cellular composition comprise substantially similar components. For
example, the first cellular composition and the second cellular
composition may each be samples from a source cellular composition or be
each be prepared by combining the same components using the same method.
In some embodiments, the first cellular composition and the second
cellular composition comprise substantially distinct components. For
example, the first cellular composition and the second cellular
composition may each be samples from different source cellular
compositions or each be prepared by combining different components, such
as different cells or media or using components that were prepared using
different methods. In some embodiments, the first cellular composition
comprise healthy or non-stressed cells or cells expressing a wild type
macromolecule, and the second cellular composition comprise diseased
(e.g., tumor cells) or stressed cells or cells expressing a mutant
macromolecule.
[0131] In some embodiments, the cell is a microorganism or an animal cell.
In some embodiments, the cell is an animal cell. In some embodiments, the
cell is a human cell. In some embodiments, the cell has one or more
features of a neurodegenerative, proliferative, immunological, cardiac,
or metabolic disease. In some embodiments, the cell is a HeLa cell, a
HEK293 cell, an induced pluripotent stem cell (iPSC cell), a
cardiomyocyte, a myocyte, a stem cell-derived cell, a neuron, a cancer
cell, an immune cell, or an adipocyte. In some embodiments, the cell is a
neuron. In some embodiments, the cell is a cancer cell. In some
embodiments, the cell is an immune cell. In some embodiments, the cell is
an induced pluripotent stem cell (iPS cell), a HeLa cell, or an HEK293
cell. When describing a specific type of cell, it is understood to
include cells derived from that type of cell unless explicitly stated
otherwise. For example, a HeLa cell comprising a heterologous transgene
would be considered a HeLa cell unless explicitly stated otherwise.
[0132] In some embodiments, the cell comprises a condensate that is
determined to be dysregulated. In some embodiments, the cell comprises a
mutation associated with a disease. In some embodiments, the cell has one
or more features of a neurodegenerative, proliferative, immunological,
cardiac, or metabolic disease. In some embodiments, the cell has been
treated with arsenate, a temperature change, or a pH change.
[0133] In some embodiments, the method comprises altering the temperature
of cellular composition, such as exposing the cellular composition to
lower or higher temperatures; altering the salt content of the cellular
composition; adding or changing a buffer in the cellular composition;
altering the pH of the cellular composition; or adding a crowding agent
to the cellular composition, such as PEG or dextran to the cellular
composition.
[0134] In some embodiments, a cell in the cellular composition comprises a
mutation that causes the one or more target condensates to form and/or
modifies the one or more target condensates. In some embodiments, the
mutation modifies one or more of the following: the size of the one or
more target condensates, the shape (e.g., sphericity) of the one or more
target condensates, the surface area of the one or more target
condensates, the concentration of one or more components of the one or
more target condensates, the location of the one or more target
condensates, the number of the one or more target condensates, the ratio
of the amount of one or more target condensates and a reference
condensate, the functional activity associated with the one or more
target condensates, the composition of the one or more target
condensates, the co-localization of the one or more target condensates
with a biomolecule, the diffusion coefficient of a component of the one
or more target condensates, the stability of the one or more target
condensates, the dissolution or reduction in size of the one or more
target condensates, the liquidity of the one or more target condensates,
the solidification of the one or more target condensates, the location of
a condensate component, the amount of a condensate component or a
precursor thereof, condensate partitioning of a biomolecule into the one
or more target condensates, the a functional activity associated with a
condensate component, the aggregation of a condensate component,
post-translational modification status of a condensate component, the
amount of a degradation product of a condensate component, and the
heterogeneous distribution of components within the one or more target
condensates. In some embodiments, a cell in the cellular composition
comprises a mutation that causes the condensate to form.
[0135] In some embodiments, the cell expresses a protein that is labeled
with a fluorescent protein. In some embodiments, the protein is a protein
known to concentrate in the one or more target condensates. In some
embodiments, the cell expresses a first protein and a second protein,
wherein the first protein is labeled with a first label, wherein the
first protein is known to concentrate in a first set of one or more
target condensates, wherein the second protein is labeled with a second
label, wherein the second protein is known to concentrate in a second set
of one or more target condensates, and wherein the first label and the
second label are distinguishable. In some embodiments, the cell expresses
a first protein and a second protein, wherein the first protein is
labeled with a first fluorescent protein, wherein the first protein is
known to concentrate in a first set of one or more target condensates,
wherein the second protein is labeled with a second fluorescent protein,
wherein the second protein is known to concentrate in a second set of one
or more target condensates, and wherein the first fluorescent protein and
second fluorescent protein are distinguishable. In some embodiments, the
expression of the protein is induced or conditional, e.g., using a TetOn
system. In some embodiments, the expression of the protein is
constitutive.
Condensates
[0136] In some embodiments, the one or more target condensates are 2 or
more, 3 or more, 4 or more, 5 or more, 6 or more, 7 or more, 8 or more, 9
or more, 10 or more target condensates, 25 or more, 50 or more, 75 or
more, or 100 or more target condensates. In some embodiments, the one or
more target condensates are about 1-1000 condensates, such as about any
of 1-750, 1-500, 1-250, 1-100, 10-500, 10-50, 10-20, 25-1000, 25-500,
25-250, 100-1000, or 100-500 condensates. In some embodiments, the one or
more target condensates is a single condensate type, e.g., a condensate
type that contains a common macromolecule component. In some embodiments,
the one or more target condensates is a plurality of condensates types,
e.g., certain of the plurality of condensates contains a first
macromolecule component and the certain of the plurality of condensates
does not contain the first macromolecule component. In some embodiments,
the one or more reference condensates are 2 or more, 3 or more, 4 or
more, 5 or more, 6 or more, 7 or more, 8 or more, 9 or more, 10 or more
reference condensates, 25 or more, 50 or more, 75 or more, or 100 or more
reference condensates. In some embodiments, the one or more reference
condensates are about any of 1-1000 condensates, such as 1-750. 1-500.
1-250, 1-100, 10-500, 10-50, 10-20, 25-1000, 25-500, 25-250, 100-1000, or
100-500 condensates. In some embodiments, the one or more reference
condensates is a single condensate type, e.g., a condensate type that
contains a common macromolecule component. In some embodiments, the one
or more reference condensates is a plurality of condensates types, e.g.,
certain of the plurality of condensates contains a first macromolecule
component and the certain of the plurality of condensates does not
contain the first macromolecule component. In some embodiments, the one
or more reference condensates and the one or more target condensates do
not contain a common macromolecule component. In some embodiments, the
one or more reference condensates and the one or more target condensates
contain a common macromolecule component.
[0137] Many condensates are well known in the art and many condensates can
be identified or analyzed using known methods (see Basturea, G. N.
("Biological Condensates," MATER METHODS 2019; 9:2794) for exemplary
methods), such as microscopy. In some embodiments, the methods further
comprise identifying the one or more target condensates. In some
embodiments, the methods further comprise identifying the one or more
reference condensates. In some embodiments, the one or more target
condensates are cellular condensates. In some embodiments, the one or
more reference condensates are cellular condensates. In some embodiments,
the one or more reference condensates are in vitro condensates. Numerous
cellular condensates have been described and numerous more are known to
form, but have not yet been described or named. In some embodiments, the
one or more target condensates are cytoplasmic condensates. In some
embodiments, the one or more target condensates are nuclear condensates.
In some embodiments, the one or more cellular condensates are cleavage
bodies, p-granules, histone locus bodies, multivesicular bodies, neuronal
RNA granules, nuclear gems, nuclear pores, nuclear speckles, nuclear
stress bodies, nucleoli, Oct1/PTF/transcription (OPT) domains,
paraspeckles, perinucleolar compartments, PML nuclear bodies, PML
oncogenic domains, polycomb bodies, processing bodies, Sam68 nuclear
bodies, stress granules, or splicing speckles. In some embodiments, the
one or more cellular condensates are not stress granules.
[0138] In some embodiments, the one or more target condensates is a
plurality of condensates. In some embodiments, the plurality of target
condensates is all or a subset of a class of condensates in a portion of
the cellular composition. In some embodiments, the plurality of target
condensates is all or a subset of a class of condensates in a cell in the
cellular composition. In some embodiments, the plurality of target
condensates is all or a subset of a class of condensates in a portion of
a cell in the cellular composition. In some embodiments, the one or more
reference condensates is a plurality of condensates. In some embodiments,
the plurality of reference condensates is all or a subset of a class of
condensates in a portion of the cellular composition. In some
embodiments, the plurality of reference condensates is all or a subset of
a class of condensates in a cell in the cellular composition. In some
embodiments, the plurality of reference condensates is all or a subset of
a class of condensates in a portion of a cell in the cellular
composition. In some embodiments, the plurality of reference condensates
is all or a subset of a class of condensates in an in vitro condensate
system.
[0139] In some embodiments, the portion of the cell is the cytoplasm, the
nucleus, an organelle, or a non-membrane bound compartment. In some
embodiments, the class of condensates comprises condensates which
comprise a specific macromolecule. In some embodiments, the class of
condensates comprises condensates which are cleavage bodies; the class of
condensates comprises condensates which are p-granules; the class of
condensates comprises condensates which are histone locus bodies; the
class of condensates comprises condensates which are multivesicular
bodies; the class of condensates comprises condensates which are neuronal
RNA granules; the class of condensates comprises condensates which are
nuclear gems; the class of condensates comprises condensates which are
nuclear pores; the class of condensates comprises condensates which are
nuclear speckles; the class of condensates comprises condensates which
are nuclear stress bodies; the class of condensates comprises condensates
which are nucleoli; the class of condensates comprises condensates which
are Oct1/PTF/transcription (OPT) domains; the class of condensates
comprises condensates which are paraspeckles; the class of condensates
comprises condensates which are perinucleolar compartments; the class of
condensates comprises condensates which are PML nuclear bodies; the class
of condensates comprises condensates which are PML oncogenic domains; the
class of condensates comprises condensates which are polycomb bodies; the
class of condensates comprises condensates which are processing bodies;
the class of condensates comprises condensates which are Sam68 nuclear
bodies; the class of condensates comprises condensates which are stress
granules; or the class of condensates comprises condensates which are
splicing speckles.
[0140] In some embodiments, the one or more target condensates and the one
or more reference condensates are the same class (or type) of condensate.
For example, the one or more target condensates and the one or more
reference condensates may comprise one or more of the same
macromolecules, may form under the same conditions, may have the same
response to a stimuli, may form in the same cell/tissue type, and/or may
be present in the same location within cells. In some embodiments, the
one or more target condensates and the one or more reference condensates
comprise one or more of the same macromolecules and are present in the
same location within cells. In some embodiments, the class of condensates
comprises condensates which are cleavage bodies; the class of condensates
comprises condensates which are p-granules; the class of condensates
comprises condensates which are histone locus bodies; the class of
condensates comprises condensates which are multivesicular bodies; the
class of condensates comprises condensates which are neuronal RNA
granules; the class of condensates comprises condensates which are
nuclear gems; the class of condensates comprises condensates which are
nuclear pores; the class of condensates comprises condensates which are
nuclear speckles; the class of condensates comprises condensates which
are nuclear stress bodies; the class of condensates comprises condensates
which are nucleoli; the class of condensates comprises condensates which
are Oct1/PTF/transcription (OPT) domains; the class of condensates
comprises condensates which are paraspeckles; the class of condensates
comprises condensates which are perinucleolar compartments; the class of
condensates comprises condensates which are PML nuclear bodies; the class
of condensates comprises condensates which are PML oncogenic domains; the
class of condensates comprises condensates which are polycomb bodies; the
class of condensates comprises condensates which are processing bodies;
the class of condensates comprises condensates which are Sam68 nuclear
bodies; the class of condensates comprises condensates which are stress
granules; or the class of condensates comprises condensates which are
splicing speckles.
[0141] In some embodiments, the one or more target condensates and the one
or more reference condensates are different classes (or types) of
condensate. For example, the one or more target condensates and the one
or more reference condensates may comprise one or more different
macromolecules, may form under different conditions, may have a different
responses to a stimuli, may form in a different cell/tissue type, may
have one or more different characteristics described herein (e.g., shape,
liquidity, size, composition, etc.), and/or may be present in different
locations within cells. In some embodiments, the one or more target
condensates and the one or more reference condensates comprise one or
more of the same macromolecules and are present in different locations
within cells. In some embodiments, the one or more target condensates and
the one or more reference condensates comprise one or more of the same
macromolecules and comprise one or more different macromolecules. In some
embodiments, the different macromolecules are variants. For example, in
some embodiments, one macromolecule is a wild-type protein and the other
macromolecule is a mutant protein. In some embodiments, one macromolecule
is a mature form and the other macromolecule is a pre-mature form. In
some embodiments, one macromolecule does not have post-translational
modification and the other macromolecule has post-translational
modification.
[0142] The dysregulation of various condensates can be associated with a
disease. For example, based on cellular and cell-free condensate
experiments, disease-associated mutations in the protein fused in sarcoma
(FUS) have been shown to cause aberrant phase-separation behavior that
contributes directly to development of the motor neuron disease,
amyotrophic lateral sclerosis (ALS) (Naumann et al., 2018, Nat Commun,
9(1):335). Accordingly, in some embodiments dysregulation of the one or
more target condensates is associated with a disease. In some
embodiments, the disease is a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease. In some embodiments, the
dysregulation comprises an alteration in one or more of: amount of the
one or more target condensates; composition of the one or more target
condensates; location of the one or more target condensates; distribution
of the one or more target condensates; size of the one or more target
condensates; liquidity or solidification of the one or more target
condensates; dissolution of the one or more target condensates; shape of
the one or more target condensates; concentration of one or more
components of one or more target condensates; distribution of one or more
components of one or more target condensates; diffusion coefficient of
one or more components of the one or more target condensates;
post-translational modification of the one or more components of the one
or more target condensates; and heterogeneous distribution of one or more
components within the one or more target condensates, e.g. components
located in the core instead of the shell of the condensate. In some
embodiments, the alteration is compared to a similar non-dysregulated
condensate.
[0143] In some embodiments, the one or more target condensates is a
plurality of condensates. In some embodiments, the compound does not
measurably alter one or more of: total number of the plurality of target
condensates, size of the plurality of target condensates, shape of the
plurality of target condensates, liquidity or solidification of plurality
of target condensates, location of the plurality of target condensates,
surface area of the plurality of target condensates, dissolution of the
plurality of target condensates, post-translational modification of the
one or more components of the plurality of target condensates, and
heterogeneous distribution of one or more components within the plurality
of target condensates.
[0144] In some embodiments, the one or more target or reference
condensates is a single condensate, e.g., a single condensate type. In
some embodiments, the compound does not measurably alter one or more
characteristics selected from: number of the target and/or reference
condensate, size of the target and/or reference condensate, location of
the target and/or reference condensate, distribution of the target and/or
reference condensate, surface area of the target and/or reference
condensate, dissolution of the target and/or reference condensate, shape
of the target and/or reference condensate, liquidity or solidification of
the target and/or reference condensate, post-translational modification
of the one or more components of the target and/or reference condensate,
and heterogeneous distribution of one or more components within the
target and/or reference condensate. In some embodiments, the one or more
target or reference condensates is a plurality of condensates, e.g., a
plurality of condensate types. In some embodiments, the compound does not
measurably alter one or more characteristics selected from: number of the
plurality of target and/or reference condensates, size of the plurality
of target and/or reference condensates, location of the plurality of
target and/or reference condensates, distribution of the plurality of
target and/or reference condensates, surface area of the plurality of
target and/or reference condensates, dissolution of the plurality of
target and/or reference condensates, shape of the plurality of target
and/or reference condensates, liquidity or solidification of the
plurality of target and/or reference condensates, post-translational
modification of the one or more components of the plurality of target
and/or reference condensates, and heterogeneous distribution of one or
more components within the plurality of target and/or reference
condensates.
[0145] In some embodiments, the location of the one or more condensates,
such as one or more target condensates, one or more reference
condensates, a first set of one or more target condensates, a second set
of one or more target condensates, is in any portion of a cell, such as
any aspect of the cytosol or nucleus of the cell. In some embodiments,
the location of the one or more condensates is in an organelle or
particles of the cytoplasm, or based on an association thereto. In some
embodiments, the location of the one or more condensates describes the
association of one or more condensates with another cellular feature,
such as the nucleus or centroid. In some embodiments, the location of the
one or more condensates is relative to another cellular feature, such as
the nucleus or centroid. In some embodiments, the location of the one or
more condensates is based on a distance to another cellular feature, such
as the nucleus or centroid.
[0146] In some embodiments, the number of the one or more condensates is
the total number of condensates in the cell or a portion of the cell. In
some embodiments, the number of the one or more condensates is the total
number of condensates in a cellular portion, such as cytoplasm or
nucleus. In some embodiments, the number of the one or more condensates
is an estimate of the total number of condensates in the cytoplasm (or
nucleus) based on measurements of less than the total cytoplasm (or
nucleus). In some embodiments, the number of the one or more condensates
is the number of condensates in a portion of the cytoplasm, such as in a
field of view or in/ associated with a cellular feature. In some
embodiments, the number of the one or more target condensates is
reflected by the ratio of the total number of one or more target
condensates and the total number of one or more reference condensates. In
some embodiments, the ratio of the number of one or more target
condensates and one or more reference condensates is the ratio of the
number of the one or more target condensates and one or more reference
condensates that do not comprise the first macromolecule. In some
embodiments, the ratio of the number of one or more target condensates
and one or more reference condensates is the ratio of the number of one
or more target condensates in a portion of the cytoplasm and one or more
reference condensates in another portion of the cytoplasm. In some
embodiments, the ratio of the number of one or more target condensates
and one or more reference condensates is the ratio of the number of one
or more target condensates and one or more reference condensates
comprising the first macromolecule and located in a location, e.g.,
nucleus.
[0147] In some embodiments, the distribution of the one or more
condensates is the distribution of the one or more condensates in a
portion of the cytoplasm, such as a cellular feature of the cytoplasm or
a field of view. In some embodiments, the distribution of the one or more
condensates is the distribution of the one or more condensates relative
to a cellular feature, such as the nucleus, an organelle, or particle in
the cytoplasm. In some embodiments, the distribution of the one or more
condensates is the distribution of the one or more condensates in a
portion of the cytoplasm, such as a field of view, relative to a position
therein. In some embodiments, the distribution of the one or more
condensates is based on the distance of each condensate to a reference
point. In some embodiments, the distribution of the one or more
condensates is the distribution of the one or more condensates in a
portion of the nucleus. The distribution can be uniform or not uniform.
[0148] In some embodiments, the size of the one or more condensates is
based on the largest condensate-crossing dimension measurement, such as
diameter, of each of the one or more condensates. In some embodiments,
the size of the one or more condensates is based on the perimeter of each
of the one or more condensates. In some embodiments, the size of the one
or more condensates is based the cross-sectional area of each of the one
or more condensates, or an imaged representation thereof, such as from a
top-down view. In some embodiments, the size of the one or more
condensates is based on the volume of each of the one or more
condensates. In some embodiments, the size of the one or more condensates
is based on the average size of the one or more condensates. In some
embodiments, the characteristic associated with the one or more
condensates is based on the size distribution (such as d5, d10, d90, or
d95) of the one or more condensates. In some embodiments, the size of the
one or more condensates is determined by a particle size measuring
technique, such as a dynamic light scattering technique.
[0149] In some embodiments, the stability of the one or more condensates
is the stability of the one or more condensates over time, in the
presence of a cellular activity, or in the presence of a compound. In
some embodiments, the stability is based on the maintenance of, e.g.,
size, number, shape, or amount of the one or more condensates.
[0150] In some embodiments, the diffusion coefficient of a component of
the one or more condensates is the diffusion coefficient of the
component, such as a first macromolecule, out of the one or more
condensates. In some embodiments, the diffusion coefficient of a
component of the one or more condensates is the diffusion coefficient of
a component that is not the first macromolecule (e.g., other protein,
nucleic acid, or compound) out of the one or more condensates.
[0151] In some embodiments, the dissolution or reduction in size of the
one or more condensates is based on the largest condensate-crossing
dimension measurement, such as diameter, of each of the one or more
condensates. In some embodiments, the dissolution or reduction in size of
the one or more condensates is based on the perimeter of each of the one
or more condensates. In some embodiments, the dissolution or reduction in
size of the one or more condensates is based on the average size of the
one or more condensates. In some embodiments, the dissolution or
reduction in size of the one or more condensates is based on the size
distribution (such as d5, d10, d90, or d95) of the one or more
condensates.
[0152] In some embodiments, the surface area of the one or more
condensates is an estimated surface area based on the perimeter of each
of the one or more condensates.
[0153] In some embodiments, the sphericity of the one or more condensates
is based on how closely each of the one or more condensates resembles a
perfect sphere. In some embodiments, the sphericity of the one or more
condensates is an estimate sphericity based on a cross-section or
top-down view of each of the one or more condensates. In some,
characteristic associated with one or more condensates is the shape of
each of the one or more RBM20 condensates. In some embodiments, the
characteristic associated with one or more condensates is the portion of
the one or more condensates having a shape type or meeting a shape
parameter.
[0154] In some embodiments, the liquidity and/or solidification of the one
or more condensates is based on how the one or more condensates fuse with
each other, and/or changes in the structure, size, shape, sphericity,
volume, number, and/or or surface area of each of the one or more
condensates over time. In some embodiments, the liquidity and/or
solidification of the one or more condensates is based on fiber
formation.
[0155] The characteristic, in some embodiments, may be determined based on
any one or more of, e.g., assessment of the one or more condensates in
the cell or a portion thereof, such as in the cytoplasm or nucleus or a
portion of, assessment of the one or more condensates and/or the
macromolecule in any other location inside, outside, or associated with
the cell, e.g., the nucleus, or a portion thereof, or assessment of
another macromolecule, such as another condensate component.
[0156] In some embodiments, determining the characteristic is based on an
assessment of at least one cell or at least one portion thereof. In some
embodiments, the assessment is of a plurality of cells. In some
embodiments, the portion of the cell is a field of view, such as a field
of view of a microscope, or a portion thereof. In some embodiments, the
portion of the cell is a defined area of an image of the cell, or a
portion thereof. In some embodiments, the defined area is based on one or
more cellular features (such as by fluorescent fusion protein expression,
nuclear dye, or Immunofluorescence (IF) staining), e.g., the boundaries
of the nucleus or cell membrane. In some embodiments, the defined area is
arbitrarily defined, such as manually or by software. In some
embodiments, determining the characteristic is based on replicate
assessments. In some embodiments, the replicate assessments are based on
more than one portion of an image or more than one image. In some
embodiments, determining the characteristic is based on an average or
distribution obtained from two or more portions of an image, two or more
images, or two or more portions obtained from at least two or more
images.
[0157] In some embodiments, determining the characteristic is based on an
imaging technique. In some embodiments, the imaging technique provides
data to assess the characteristic associated with the one or more
condensates and/or the macromolecule, including the level of a
macromolecule associated with a condensate. In some embodiments, the
imaging technique comprises obtaining an image of a composition
comprising a cell or a potion thereof. In some embodiments, the image is
a two-dimensional image. In some embodiments, the image is a
three-dimensional image or rendering thereof. In some embodiments, the
imaging technique is coupled with another method feature useful for the
methods described herein, such as a fluorescence activated cell sorting
(FACS) technique or a fluorescence activated particle sorting (FAPS)
technique.
[0158] In some embodiments, the methods described herein comprise imaging
a sample or a portion thereof, such as the cellular composition, via an
imaging technique. In some embodiments, the imaging technique is a
fluorescence imaging technique. In some embodiments, the imaging
technique comprises a fluorescence imaging technique. In some
embodiments, the imaging technique comprises a colorimetric and a
fluorescence imaging technique. In some embodiments, the fluorescence
imaging technique comprises assessing the fluorescent signal at one or
more channels. In some embodiments, the detected light is due to direct
labeling of a target, such incorporation or conjugation of a label into a
compound or a macromolecule. In some embodiments, the detected light is
due to indirect labeling of a target, such a labeled probed that
specifically binds to a macromolecule, e.g., a labeled anti-antibody or
fragment thereof, a nuclear dye, or Annexin V luciferase that binds to
phosphatidylserine (PS) exposed on the outer leaflet of cell membranes
during apoptosis. In some embodiments, the label comprises Dendra2, GFP,
or mCherry. In some embodiments, determining the characteristic comprises
an immunofluorescence technique. In some embodiments, the methods
described herein comprise use of a direct labeling technique and an
indirect labeling technique.
[0159] In some embodiments, the method further comprises determining one
or more cellular feature of the cell, such as in addition to a condensate
and/or a macromolecule, if present. One or ordinary skill in the art will
readily recognize that cellular features can be determined in a number of
ways. In some embodiments, the method further comprises contacting at
least a portion of the composition or the cell with a stain, such as a
nuclear dye. In some embodiments, the stain is a fluorescent stain. In
some embodiments, the stain is a histochemical stain. In some
embodiments, the stain is an immune-based stain, such as used in an
immunohistochemistry or immunocytochemistry technique. In some
embodiments, the stain allows for visualization of a cellular feature, if
present, such as at least a portion of any one or more of the plasma or
cell membrane, cytoplasm, cytoskeleton, nucleus, endoplasmic reticulum
(rough and/or smooth), ribosome, Golgi body, lysosomes, mitochondrion,
vacuole, or centrosome. In some embodiments, the methods described herein
further comprise contacting at least a portion of the cellular
composition or the cell with a fixative.
[0160] In some embodiments, the characteristic is determined based on the
ratio of the number of cells having one or more target condensates with
the characteristic and the number of cells not having the one or more
target condensates with the characteristic. In some embodiments, the
characteristic is determined based on the number of cells having one or
more target condensates with the characteristic.
[0161] In some embodiments, the characteristic is determined over a period
of time, e.g., at two or more time points. In some embodiments,
determining the characteristic comprises assessing the change in the
characteristic over a period of time. In some embodiments, the
characteristic, such as a level of association, is assessed during the
life of a condensate. For example, as discussed herein, condensates are
dynamic and change over time, and thus the characteristic is assessed at
a time when the impact of a compound on a condensate can be accurately
measured. In some embodiments, the characteristic, such as a level of
association, is assessed during the life of a cell, such as during
mitosis or not during mitosis.
[0162] In some embodiments, the characteristic is determined using one or
more measurements and/or techniques. In some embodiments, more than one
characteristic associated with one or more condensates and/or the
polypeptide is determined using one or more measurements and/or
techniques.
[0163] In some embodiments, the methods described herein comprise
techniques for, e.g., visualizing, analyzing, and/or quantifying
macromolecules and/or precursors thereof. Such techniques are well known
by one of ordinary skill in the art. For example, encompassed herein are
microscopy techniques for visualizing proteins, such as fluorescently
labeled proteins, including those which are compatible with cell systems.
Also encompassed herein are mass spectrometry (MS) techniques for
analyzing the composition of proteins, including post-translation
modifications, quantifying proteins, and studying the composition of
condensates (e.g., by a cross-linking MS technique "XL-MS"). Also
encompassed herein are functional assays for assessing cellular
processes. Also encompassed herein are enrichment and/or isolation
techniques, e.g., centrifuge techniques for isolating cell fractions or
affinity-based techniques for isolating proteins or nucleic acids. In
some embodiments, the technique assesses the characteristic in one or
more cells or in a defined area(s) of one or more cells. In some
embodiments, the technique assesses one or more of the intensity, area,
and condensate count in one or more cells or in a defined area(s) of one
or more cells. In some embodiments, the technique assesses the number of
cells with or without the characteristic. In some embodiments, the
technique assesses the number of condensates within a cell with or
without the characteristic. In some embodiments, the method comprises
using a z-score to evaluate an assay and results therefrom. Z-scores, and
uses thereof, are known in the art. See, e.g., Zhang et al., J Biomol
Screen, 1999.
[0164] In some embodiments, the location of the one or more condensates is
determined by assessing the presence, absence, or level of the one or
more condensates in at least a portion of the cell, such as a cellular
feature, e.g., the cytoplasm or nucleus, or in association with a portion
of the cell. In some embodiments, determining the location of the one or
more condensates comprises determining a cellular feature.
[0165] In some embodiments, the number of the one or more condensates is
determined by assessing the total number of condensates in the cell, such
as the cytoplasm. In some embodiments, the number of the one or more
condensates is determined by assessing the number of condensates in a
portion, such as a field of view, of the cell, e.g., the cytoplasm. In
some embodiments, the number of the one or more condensates is determined
by estimating the total number of condensates in the cell, such as the
cytoplasm, or a portion thereof, based on measurements of less than the
total of the cell.
[0166] In some embodiments, the size of the one or more condensates is
determined by assessing the largest condensate-crossing dimension
measurement, such as diameter, of each of the one or more condensates. In
some embodiments, the size of the one or more condensates is determined
by assessing the perimeter of each of the one or more condensates. In
some embodiments, the size of the one or more condensates is determined
by assessing the cross-sectional area of each of the one or more
condensates, or an imaged representation thereof, such as from a top-down
view. In some embodiments, the size of the one or more condensates is
determined by a particle size measuring technique, such as a dynamic
light scattering technique.
[0167] In some embodiments, the dissolution or reduction in size of the
one or more condensates is determined based on changes in the structure
of each of the one or more condensates over time, in the presence of a
cellular activity, or in the presence of a compound.
[0168] In some embodiments, the surface area of the one or more
condensates is determined based on estimating a surface area using
measured parameters (e.g., perimeter, largest condensate-crossing
dimension measurement) of each of the one or more condensates.
[0169] In some embodiments, the method comprises contacting a cellular
composition with a compound, wherein the cellular composition comprises
the one or more target condensates, and the method further comprises
causing the formation of the one or more target condensates prior to step
(a). In some embodiments, the method comprises contacting a cellular
composition with a compound, wherein the one or more target condensates
form after contacting the cellular composition with the compound, and the
method further comprises causing the formation of the one or more target
condensates. Methods of forming condensates are known. For examples,
cellular stress can cause the formation of stress granules. Examples of
cellular stress include arsenate treatment, a temperature change, or a pH
change. Accordingly, in some embodiments, causing the formation of the
one or more target condensates comprises contacting the cellular
composition with arsenate, an acid, or a base or altering the temperature
of the cellular composition.
[0170] For methods that require a first set of one or more target
condensates and a second set of one or more target condensates, any
target condensates disclosed herein may be used. In some embodiments, the
first set of one or more target condensates and the second set of one or
more target condensates are different classes of condensates, such as any
of the classes of condensates disclosed herein.
[0171] In some embodiments, the method comprises analyzing one or more
images to assess a characteristic of a condensate. In some embodiments,
analyzing comprises mapping cell boundaries, or boundaries of a portion
of a cell, such as an organelle. In some embodiments, analyzing comprises
mapping boundaries of a condensate. In some embodiments, analyzing the
images is completed and/or facilitated by analysis software. In some
embodiments, the one or more images are compared, such as in a time
course study. In some embodiments, analyzing comprises measuring signal
(e.g., signal of fluorescent fusion protein, IF staining, or
luminescence) intensity of a condensate, a macromolecule, and/or a
compound (e.g., a co-localizing compound with the condensate and/or the
macromolecule). In some embodiments, analyzing further comprises
calculating enrichment of a measured signal, such as a measured signal
within a condensate boundary.
[0172] In some embodiments, the co-localization of condensate components,
such as a first macromolecule and a second macromolecule, is determined
by assessing for the presence, absence, or level of a component (or the
compound) in or associated with the condensate. In some embodiments,
assessing, such as measuring, is done directly or indirectly. In some
embodiments, the condensate component is assessed using a mass
spectrometry technique, such as APEX, or XL-MS. In some embodiments, the
condensate component is assessed using a FAPS technique. In some
embodiments, assessing comprise use of a labeling technique, such as
directly conjugating a label to a condensate component or using an
immuno-label, such as used in an IF technique. In some embodiments, the
condensates are isolated and/or enriched, and then the presence, absence,
or level of condensate components in or associated with the condensates
is assessed. In some embodiments, the condensates are not isolated and/or
enriched, such as from other cellular components, e.g., assessing occurs
in situ. In some embodiments, the condensates, or the cell comprising the
condensates, are fixed prior to assessing. In some embodiments, the
condensates, or the cell comprising the condensates, are not fixed prior
to assessing. In some embodiments, known techniques in the art can be
used to quantify the amount of a component in a condensate, such as
imaging, mass spectrometry, western blot, immunoprecipitation (IP),
immunofluorescence (IF) staining, in situ, FISH, northern blot, or qPCR.
Macromolecules
[0173] In some embodiments, the macromolecule, such as the first
macromolecule, one or more of the at least one additional macromolecule,
or reference macromolecule, is a nucleic acid or protein. In some
embodiments, the macromolecule, such as the first macromolecule, the one
or more of the at least one additional macromolecule, or reference
macromolecule, is a protein or protein fragment. In some embodiments, the
protein or protein fragment comprises a Low Complexity Domain or an
Intrinsically Disordered Sequence. In some embodiments, the macromolecule
is a transcription factor or an RNA binding protein. In some embodiments,
the macromolecule is a nucleic acid, such as RNA or DNA. In some
embodiments, the macromolecule is a RNA.
[0174] In some embodiments, the first macromolecule is FUS or eIF3. In
some embodiments, the at least one additional macromolecule is FUS, eIF3,
G3BP1, FUS and G3BP1, or eIF3 and G3BP1. In some embodiments, the first
macromolecule is FUS and the at least one additional macromolecule is
eIF3, G3BP1, or eIF3 and G3BP1. In some embodiments, the first
macromolecule is eIF3 and the at least one additional macromolecule is
FUS, G3BP1, or FUS and G3BP1.
[0175] In some embodiments, the first macromolecule comprises a mutation
that alters the level of association of the first macromolecule with the
one or more target condensates compared to a related macromolecule that
does not comprise the mutation. In some embodiments, one or more of the
at least one additional macromolecule comprise a mutation that alters its
corresponding level of association with the one or more target
condensates compared to a related macromolecule that does not comprise
the mutation. In some embodiments, each of the at least one additional
macromolecule comprise a mutation that alters its corresponding level of
association with the one or more target condensates compared to a related
macromolecule that does not comprise the mutation. In some embodiments,
the first macromolecule comprises a mutation that alters the level of
association of the first macromolecule with the one or more target
condensates compared to the level of association of the first
macromolecule with another condensate. In some embodiments, the first
macromolecule does not have an altered association (or has an altered
association for at most about 2 fold) with the one or more target
condensates, compared to a related macromolecule that does not comprise
the mutation. In some embodiments, the first macromolecule comprises a
mutation that alters the level of association of a second macromolecule
with the one or more target condensates. In some embodiments, the first
macromolecule and the second macromolecule are different. In some
embodiments, the first macromolecule comprises a mutation that alters the
level of association of the first macromolecule with the one or more
target condensates only in one or more cell (e.g., neuron) or tissue
types, compared to the association of the first macromolecule with the
one or more target condensates in another cell (e.g., cardiomyocyte) or
tissue type. In some embodiments, the mutation is related to a disease,
such as a neurodegenerative, proliferative, immunological, cardiac, or
metabolic disease.
[0176] In some embodiments, the macromolecule, such as the first
macromolecule or one or more of the at least one additional
macromolecules is aberrantly expressed in a disease or stress state. In
some embodiments, the first macromolecule is aberrantly expressed in a
disease or stress state. In some embodiments, one or more of the at least
one additional macromolecules is aberrantly expressed in a disease or
stress state. In some embodiments, each of the at least one additional
macromolecules is aberrantly expressed in a disease state. In some
embodiments, a disease or stress state level of association of the
macromolecule with the one or more target condensates is altered compared
to a normal (e.g., healthy or non-stressed) state level of association of
the macromolecule with the one or more target condensates. In some
embodiments, a disease or stress state level of association of the first
macromolecule with the one or more target condensates is altered compared
to a normal state level of association of the first macromolecule with
the one or more target condensates. In some embodiments, a disease or
stress state level of association of one or more of the at least one
additional macromolecule with the one or more target condensates is
altered compared to a normal state level of association of one or more of
the at least one additional macromolecule with the one or more target
condensates. In some embodiments, a disease or stress state level of
association of each of the at least one additional macromolecule with the
one or more target condensates is altered compared to a normal state
level of association of each of the at least one additional macromolecule
with the one or more target condensates. In some embodiments, a disease
or stress state level of association of the first macromolecule with the
one or more target condensates is altered (e.g., altered at least about 2
fold) compared to a normal state level of association of the first
macromolecule with the one or more target condensates, while a disease or
stress state level of association of one or more of the at least one
additional macromolecule with the one or more target condensates is not
altered (or altered less than e.g., 2 fold) compared to a normal state
level of association of one or more of the at least one additional
macromolecule with the one or more target condensates.
[0177] In some embodiments, the at least one additional macromolecule is 2
or more, 3 or more, 4 or more, 5 or more, 6 or more, 7 or more, 8 or
more, 9 or more, 10 or more macromolecules. In some embodiments, the at
least one additional macromolecule is 2 or more macromolecules. In some
embodiments, the at least one additional macromolecule is 3 or more
macromolecules. In some embodiments, the at least one additional
macromolecule is 5 or more macromolecules. In some embodiments, the at
least one additional macromolecule is 1-10 macromolecules, such as 1-3,
2-5, 2-9, 3-8, 4-7, 5-10, or 7-10 macromolecules. In some embodiments,
the at least one additional macromolecule is a single macromolecule. In
some embodiments, the at least one additional macromolecule is 2, 3, 4,
5, 6, 7, 8, 9, or 10 macromolecules. In some embodiments, the at least
one additional macromolecule is 2 macromolecules. In some embodiments,
the at least one additional macromolecule is 3 macromolecules. In some
embodiments, the at least one additional macromolecule is 5
macromolecules.
[0178] In some embodiments, the first macromolecule and/or one or more of
the at least one additional macromolecule is a fusion protein. In some
embodiments, the fusion protein comprises a label. In some embodiments,
the label is a fluorescent or luminescent protein. In some embodiments,
the first macromolecule is a first fusion protein comprising a first
label and one of the at least one additional macromolecule is a second
fusion protein comprising a second label. In some embodiments, the at
least one additional macromolecule is a plurality of macromolecules. In
some embodiments, the plurality comprises a first fusion protein
comprising a first label and a second fusion protein comprising a second
label. In some embodiments, the first macromolecule is a first fusion
protein comprising a first label and the plurality comprises a second
fusion protein comprising a second label and a third fusion protein
comprising a third label. In some embodiments, the first label and the
second label are distinguishable. In some embodiments, the first label,
the second label, and the third label are distinguishable.
[0179] In some embodiments, the first macromolecule and/or one or more of
the at least one additional macromolecule is tagged with a label, e.g., a
fluorescein. Additionally or alternatively, the macromolecules may be
labeled by contacting the cellular composition with a label. Accordingly,
in some embodiments, the method further comprises contacting the cellular
composition with a label. In some embodiments, the method further
comprises labeling the first macromolecule and/or one or more of the at
least one additional macromolecule. In some embodiments, the labeling
comprises contacting the cellular composition with an antibody or
antigen-binding fragment thereof comprising a label. In some embodiments,
the label is a radioactive label, a colorimetric label, or a fluorescent
label.
[0180] In some embodiments, the method comprises contacting the cellular
composition with a fixative. Exemplary fixatives include formaldehyde,
glutaraldehyde and paraformaldehyde. In some embodiments, the method
comprises contacting the cellular composition with a permeabilizing
agent. Exemplary permeabilizing agents include saponin compounds,
methanol, acetone, or detergent, such as Triton X-100.
Methods of Identifying Compound Characteristics
[0181] Also provided herein are methods of identifying a compound
characteristic, such as a moiety, responsible, in whole or in part, for
any one or more of the following specificities: macromolecule
specificity, condensate specificity, and tissue specificity. In some
embodiments, the method of identifying a compound characteristic
comprises assessing a plurality of compounds according to the methods
described herein and then identifying a compound characteristic that a
subset or all of the plurality of compounds contains, wherein the subset
or all of the plurality of compounds exhibit a similar specificity.
[0182] In some aspects, the method described herein is used in a screen to
assay a library of compounds. In some aspects, the method described
herein is used in a screen to assay a library of condensates. In some
aspects, the method described herein is used in a screen to assay a
library of cells, such as disease model cell lines. In some aspects, the
method described herein is used in a screen to assay a library of cells,
wherein the library of cells comprises cell having different mutations in
a macromolecule, such as a disease related mutation. In some embodiments,
the methods described herein comprise assessing two or more compounds in
a single system, such as a composition comprising a cell.
[0183] In some aspects, the method described herein is formatted for any
level of throughput, such as high throughput, medium throughput, or low
throughput.
[0184] In some embodiments, the method described herein further comprises
assessing the identified compound using a second cell-based assay, such
as in a cell composition of similar disease type (e.g., breast cancer)
but with different mutations (e.g., different alleles). In some
embodiments, the method described herein further comprises assessing the
identified compound using an in vitro assay.
[0185] In some embodiments, the method described herein further comprises
determining the amount of a compound in a cell, or portion thereof, or
one or more target condensates. In some embodiments, determining the
amount of the compound comprises quantifiably detecting the compound. In
some embodiments, determining the amount of the compound comprises
quantifiably detecting a label of the compound. In some embodiments,
determining the amount of the compound comprises detecting activity of
the compound and calculating the amount of compound needed to cause the
amount of activity detected (e.g., causes the dissociation of a
macromolecule with the one or more target condensates). In some
embodiments, the amount of compound is determined by mass spectrometry,
liquid chromatography, and/or ultraviolet-visible spectrophotometry. In
some embodiments, the amount of compound is determined by fluorescence
microscopy. Standard curves may be used to aid in determining the amount
of the compound.
[0186] In some embodiments, provided herein are methods of identifying a
compound characteristic associated with preferentially affecting the
level of association of a first macromolecule with one or more target
condensates, comprising: (a) contacting a cellular composition with a
compound, wherein (i) the cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates and a level of
association of at least one additional macromolecule with the one or more
target condensates; (c) performing steps (a) and (b) for a plurality of
compounds; and (d) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially affect the level of association of the first macromolecule
with the one or more target condensates. Also provided herein are methods
of identifying a compound characteristic associated with preferentially
affecting the level of association of a first macromolecule with a first
set of one or more target condensates, wherein the method comprises
performing the steps of a method disclosed herein of identifying a
plurality of compounds that preferentially affect the level of
association of a first macromolecule with the first set of one or more
target condensates; and identifying a characteristic that a subset or all
of the identified compounds have in common in addition to the ability to
preferentially affect the level of association of the first macromolecule
with the first set of one or more target condensates.
[0187] Also provided herein are methods of identifying a compound
characteristic associated with preferentially decreasing the level of
association of a first macromolecule with one or more target condensates,
comprising: (a) contacting a cellular composition with a compound,
wherein (i) the cellular composition comprises one or more target
condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates and a level of
association of at least one additional macromolecule with the one or more
target condensates; (c) performing steps (a) and (b) for a plurality of
compounds; and (d) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially decrease the level of association of the first
macromolecule with the one or more target condensates. Also provided
herein are methods of identifying a compound characteristic associated
with preferentially decreasing the level of association of a first
macromolecule with a first set of one or more target condensates, wherein
the method comprises performing the steps of a method disclosed herein of
identifying a plurality of compounds that preferentially decrease the
level of association of a first macromolecule with the first set of one
or more target condensates; and identifying a characteristic that a
subset or all of the identified compounds have in common in addition to
the ability to preferentially decrease the level of association of the
first macromolecule with the first set of one or more target condensates.
[0188] Also provided herein are methods of identifying a compound
characteristic associated with preferentially increasing the level of
association of a first macromolecule with one or more target condensates,
comprising: (a) contacting a cellular composition with a compound,
wherein (i) the cellular composition comprises one or more target
condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates and a level of
association of at least one additional macromolecule with the one or more
target condensates; (c) performing steps (a) and (b) for a plurality of
compounds; and (d) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially increase the level of association of the first
macromolecule with the one or more target condensates. Also provided
herein are methods of identifying a compound characteristic associated
with preferentially increasing the level of association of a first
macromolecule with a first set of one or more target condensates, wherein
the method comprises performing the steps of a method disclosed herein of
identifying a plurality of compounds that preferentially increasing the
level of association of a first macromolecule with the first set of one
or more target condensates; and identifying a characteristic that a
subset or all of the identified compounds have in common in addition to
the ability to preferentially increasing the level of association of the
first macromolecule with the first set of one or more target condensates.
[0189] Also provided herein are methods of identifying a compound
characteristic associated with preferentially causing the first
macromolecule to associate with one or more target condensates,
comprising: (a) contacting a cellular composition with a compound,
wherein (i) the cellular composition comprises one or more target
condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining if a first macromolecule and at least one
additional macromolecule are associated with the one or more target
condensates; (c) performing steps (a) and (b) for a plurality of
compounds; and (d) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially cause the first macromolecule to associate with the one or
more target condensates. Also provided herein are methods of identifying
a compound characteristic associated with preferentially causing the
first macromolecule to associate with a first set of one or more target
condensates, wherein the method comprises performing the steps of a
method disclosed herein of identifying a plurality of compounds that
preferentially cause the first macromolecule to associate with one or
more target condensates; and identifying a characteristic that a subset
or all of the identified compounds have in common in addition to the
ability to preferentially cause the first macromolecule to associate with
the first set of one or more target condensates.
[0190] Also provided herein are methods of identifying a compound
characteristic associated with preferentially causing the first
macromolecule to disassociate with one or more target condensates,
comprising: (a) contacting a cellular composition with a compound,
wherein (i) the cellular composition comprises one or more target
condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining if a first macromolecule and at least one
additional macromolecule are disassociated with the one or more target
condensates; (c) performing steps (a) and (b) for a plurality of
compounds; and (d) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially cause the first macromolecule to disassociate with the one
or more target condensates. Also provided herein are methods of
identifying a compound characteristic associated with preferentially
causing the first macromolecule to disassociate with a first set of one
or more target condensates, wherein the method comprises performing the
steps of a method disclosed herein of identifying a plurality of
compounds that preferentially cause the first macromolecule to
disassociate with one or more target condensates; and identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially cause the first
macromolecule to disassociate with the first set of one or more target
condensates.
[0191] In some embodiments, provided herein are methods of identifying a
compound characteristic associated with preferentially affecting the
level of association of a first macromolecule with a first set of one or
more condensates compared to one or more other sets of one or more
condensates (e.g., a second set of one or more condensates), comprising:
(a) contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the first set of one or more condensates
and the one or more other sets of one or more condensates (e.g., the
second set of one or more condensates); and/or (ii) the first set of one
or more condensates and the one or more other sets of one or more
condensates (e.g., the second set of one or more condensates) form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the first set of one or more condensates and the level
of association of the first macromolecule with each other set of the one
or more condensates (e.g., the second set of one or more condensates);
(c) performing steps (a) and (b) for a plurality of compounds; and (d)
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
affect the level of association of the first macromolecule with the first
set of one or more condensates. In some embodiments, the first (or other)
set of one or more condensates are of the same type, e.g., all are stress
granules. In some embodiments, the first (or other) set of one or more
condensates share a common macromolecule. In some embodiments, the method
further comprises determining a level of association of one or more
additional macromolecule with the first set of one or more condensates
and the level of association of the one or more additional macromolecule
with each other set of one or more condensates. In some embodiments, the
method further comprises determining a level of association of the first
macromolecule with a reference condensate, and/or a level of association
of one or more additional macromolecule with the reference condensate.
[0192] In some embodiments, provided herein are methods of identifying a
compound characteristic associated with preferentially affecting the
level of association of a first macromolecule with one or more target
condensates in a first set of one or more cell/tissue types compared to
one or more other sets of one or more cell/tissue types, comprising: (a)
contacting a first set of one or more cellular compositions comprising
one or more cell/tissue types, and one or more other sets of one or more
cellular compositions comprising one or more cell/tissue types, with a
compound, wherein (i) each cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting each cellular composition
with the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates in the first set of
one or more cellular compositions, and the level of association of the
first macromolecule with the one or more target condensates in each other
set of one or more cellular compositions; (c) performing steps (a) and
(b) for a plurality of compounds; and (d) identifying a characteristic
that a subset or all of the identified compounds have in common in
addition to the ability to preferentially affect the level of association
of the first macromolecule with the one or more target condensates in the
first set of one or more cellular compositions comprising one or more
cell/tissue types. In some embodiments, the method further comprises
determining a level of association of one or more additional
macromolecule with the one or more target condensates in the first set of
one or more cellular compositions, and the level of association of the
one or more additional macromolecule with the one or more target
condensates in each other set of one or more cellular compositions. In
some embodiments, the method further comprises determining a level of
association of the first macromolecule with a reference condensate in the
first set of one or more cellular compositions, and a level of
association of the first macromolecule with a reference condensate in
each other set of one or more cellular compositions. In some embodiments,
the method further comprises determining a level of association of one or
more additional macromolecule with a reference condensate in the first
set of one or more cellular compositions, and a level of association of
the one or more additional macromolecule with a reference condensate in
each other set of one or more cellular compositions.
[0193] In some embodiments, the methods described herein can further
identify one or more characteristics that a subset or all of the
identified compounds have in common in altering one or more of: (i)
location of the one or more target condensates; (ii) distribution of the
one or more target condensates and/or its component (e.g., the first
macromolecule); (iii) number of the one or more target condensates; (iv)
size of the one or more target condensates; (v) ratio of the amount of
one or more target condensates and a reference condensate; (vi) a
functional activity associated with the one or more target condensates;
(vii) composition of the one or more target condensates; (viii)
co-localization of the one or more target condensates with a biomolecule;
(ix) diffusion coefficient of a component (e.g., the first macromolecule)
of the one or more target condensates; (x) stability of the one or more
target condensates; (xi) dissolution or reduction in size of the one or
more target condensates; (xii) surface area of the one or more target
condensates; (xiii) sphericity of the one or more target condensates;
(xiv) liquidity of the one or more target condensates; (xv)
solidification of the one or more target condensates; (xvi) location of a
condensate component (e.g., the first macromolecule); (xvii) amount of a
condensate component (e.g., the first macromolecule) or a precursor
thereof; (xviii) condensate partitioning of a biomolecule (e.g., the
first macromolecule) into the one or more target condensates; (xix) a
functional activity associated with a condensate component (e.g., the
first macromolecule); (xx) aggregation of a condensate component (e.g.,
the first macromolecule); (xxi) post-translational modification status of
a condensate component (e.g., the first macromolecule); and (xxii) amount
of a degradation product of a condensate component (e.g., the first
macromolecule).
Methods of Designing a Compound
[0194] Also provided herein are methods of designing a compound having one
or more of the following specificities: macromolecule specificity,
condensate specificity, and tissue specificity. In some embodiments, the
method of designing comprises selecting and/or assembling one or more
moieties having a desired specificity.
[0195] In some embodiments, the method of designing a compound that
preferentially affects the level association of a first macromolecule
with one or more target condensates comprising (a) contacting a cellular
composition with a compound, wherein (i) the cellular composition
comprises one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
cellular composition with the compound; (b) determining the level of
association of the first macromolecule with the one or more target
condensates and a level of association of at least one additional
macromolecule with the one or more target condensates; (c) performing
steps (a) and (b) for a plurality of compounds; (d) identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially affect the level of
association of the first macromolecule with one or more target
condensates; and (e) designing a compound that comprises the identified
characteristic, thereby designing a compound that preferentially affects
the level of association of the first macromolecule with one or more
target condensates.
[0196] Also provided herein are methods of designing a compound that
preferentially decreases the level of association of a first
macromolecule with one or more target condensates comprising (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates; (c)
performing steps (a) and (b) for a plurality of compounds; (d)
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
decrease the level of association of the first macromolecule with one or
more target condensates; and (e) designing a compound that comprises the
identified characteristic, thereby designing a compound that
preferentially decreases the level of association of the first
macromolecule with one or more target condensates.
[0197] Also provided herein are methods of designing a compound that
preferentially increases the level of association of a first
macromolecule with one or more target condensates comprising (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates; (c)
performing steps (a) and (b) for a plurality of compounds; (d)
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
increase the level of association of the first macromolecule with one or
more target condensates; and (e) designing a compound that comprises the
identified characteristic, thereby designing a compound that
preferentially increases the level of association of the first
macromolecule with one or more target condensates.
[0198] Also provided herein are methods of designing a compound that
preferentially causes the first macromolecule to associate with one or
more target condensates comprising (a) contacting a cellular composition
with a compound, wherein (i) the cellular composition comprises one or
more target condensates; and/or (ii) the one or more target condensates
form simultaneously with and/or after contacting the cellular composition
with the compound; (b) determining if a first macromolecule and at least
one additional macromolecule are associated with the one or more target
condensates; (c) performing steps (a) and (b) for a plurality of
compounds; (d) identifying a characteristic that a subset or all of the
identified compounds have in common in addition to the ability to
preferentially cause the first macromolecule to associate with one or
more target condensates; and (e) designing a compound that comprises the
identified characteristic, thereby designing a compound that
preferentially causes the first macromolecule to associate with one or
more target condensates.
[0199] Also provided herein are methods of designing a compound that
preferentially causes the first macromolecule to disassociate with one or
more target condensates comprising (a) contacting a cellular composition
with a compound, wherein (i) the cellular composition comprises one or
more target condensates; and/or (ii) the one or more target condensates
form simultaneously with and/or after contacting the cellular composition
with the compound; (b) determining if a first macromolecule and at least
one additional macromolecule are disassociated with the one or more
target condensates; (c) performing steps (a) and (b) for a plurality of
compounds; (d) identifying a characteristic that a subset or all of the
identified compounds have in common in addition to the ability to
preferentially cause the first macromolecule to disassociate with one or
more target condensates; and (e) designing a compound that comprises the
identified characteristic, thereby designing a compound that
preferentially causes the first macromolecule to disassociate with one or
more target condensates.
[0200] In some embodiments, provided herein are methods of identifying a
compound characteristic associated with preferentially affecting the
level of association of a first macromolecule with a first set of one or
more condensates compared to one or more other sets of one or more
condensates (e.g., a second set of one or more condensates), comprising:
(a) contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the first set of one or more condensates
and the one or more other sets of one or more condensates (e.g., the
second set of one or more condensates); and/or (ii) the first set of one
or more condensates and the one or more other sets of one or more
condensates (e.g., the second set of one or more condensates) form
simultaneously with and/or after contacting the cellular composition with
the compound; (b) determining the level of association of the first
macromolecule with the first set of one or more condensates and the level
of association of the first macromolecule with each other set of the one
or more condensates (e.g., the second set of one or more condensates);
(c) performing steps (a) and (b) for a plurality of compounds; (d)
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to the ability to preferentially
affects the level of association of the first macromolecule with the
first set of one or more condensates; and (e) designing a compound that
comprises the identified characteristic, thereby designing a compound
that preferentially affects the level of association of the first
macromolecule with the first set of one or more condensates. In some
embodiments, the first (or other) set of one or more condensates are of
the same type, e.g., all are stress granules. In some embodiments, the
first (or other) set of one or more condensates share a common
macromolecule.
[0201] In some embodiments, provided herein are methods of identifying a
compound characteristic associated with preferentially affecting the
level of association of a first macromolecule with one or more target
condensates in a first set of one or more cell/tissue types compared to
one or more other sets of one or more cell/tissue types, comprising: (a)
contacting a first set of one or more cellular compositions comprising
one or more cell/tissue types, and one or more other sets of one or more
cellular compositions comprising one or more cell/tissue types, with a
compound, wherein (i) each cellular composition comprises one or more
target condensates; and/or (ii) the one or more target condensates form
simultaneously with and/or after contacting each cellular composition
with the compound; (b) determining the level of association of the first
macromolecule with the one or more target condensates in the first set of
one or more cellular compositions, and the level of association of the
first macromolecule with the one or more target condensates in each other
set of one or more cellular compositions; (c) performing steps (a) and
(b) for a plurality of compounds; (d) identifying a characteristic that a
subset or all of the identified compounds have in common in addition to
the ability to preferentially affects the level of association of the
first macromolecule with the one or more target condensates in the first
set of one or more cellular compositions comprising one or more
cell/tissue types; and (e) designing a compound that comprises the
identified characteristic, thereby designing a compound that
preferentially affects the level of association of the first
macromolecule with the one or more target condensates in the first set of
one or more cellular compositions comprising one or more cell/tissue
types.
[0202] In some embodiments, the methods described herein further comprise
identify one or more characteristics that a subset or all of the
identified compounds have in common in altering one or more of: (i)
location of the one or more target condensates; (ii) distribution of the
one or more target condensates and/or its component (e.g., the first
macromolecule); (iii) number of the one or more target condensates; (iv)
size of the one or more target condensates; (v) ratio of the amount of
one or more target condensates and a reference condensate; (vi) a
functional activity associated with the one or more target condensates;
(vii) composition of the one or more target condensates; (viii)
co-localization of the one or more target condensates with a biomolecule;
(ix) diffusion coefficient of a component (e.g., the first macromolecule)
of the one or more target condensates; (x) stability of the one or more
target condensates; (xi) dissolution or reduction in size of the one or
more target condensates; (xii) surface area of the one or more target
condensates; (xiii) sphericity of the one or more target condensates;
(xiv) liquidity of the one or more target condensates; (xv)
solidification of the one or more target condensates; (xvi) location of a
condensate component (e.g., the first macromolecule); (xvii) amount of a
condensate component (e.g., the first macromolecule) or a precursor
thereof; (xviii) condensate partitioning of a biomolecule (e.g., the
first macromolecule) into the one or more target condensates; (xix) a
functional activity associated with a condensate component (e.g., the
first macromolecule); (xx) aggregation of a condensate component (e.g.,
the first macromolecule); (xxi) post-translational modification status of
a condensate component (e.g., the first macromolecule); and (xxii) amount
of a degradation product of a condensate component (e.g., the first
macromolecule). In some embodiments, the methods described herein further
comprise designing the compound that further comprises one or more of the
above identified characteristics (in addition to preferentially affecting
the level of association of the macromolecule with the one or more target
condensates), thereby designing a compound that not only preferentially
affects the level of association of the macromolecule with the one or
more target condensates, but also can alter one or more of the above
mentioned condensate/condensate component characteristics.
[0203] In some embodiments, the methods described herein may be used to
develop one or more rule sets based on achieved desired alteration of the
association of a macromolecule with one or more target condensates
(and/or desired alteration of one or more above mentioned
condensate/condensate component characteristics). In some embodiments,
the one or more rule sets can be used as a basis for the identification
and/or design of one or more compounds using an approach comprising
modeling, computer and/or calculation-based techniques, e.g.,
bioinformatic, cheminformatic, and/or artificial intelligence (AI)-based
identification of a compound having a desired modulation of one or more
characteristics described herein. Also provided are computer software for
determining and/or applying the one or more rule sets.
[0204] Those skilled in the art will recognize that several embodiments
are possible within the scope and spirit of the disclosure of this
application. The disclosure is illustrated further by the examples below,
which are not to be construed as limiting the disclosure in scope or
spirit to the specific procedures described therein.
Exemplary Embodiments
[0205] Among the provided embodiments are:
[0206] Embodiment 1. A method of identifying a compound that
preferentially affects a level of association of a first macromolecule
with one or more target condensates, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially affects the level of association of the first
macromolecule with the one or more target condensates if the compound
alters the level of the first macromolecule as compared to a first
reference level more than the compound alters the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule.
[0207] Embodiment 2. The method of embodiment 1, wherein the compound does
not measurably alter the level of each additional macromolecule compared
to the reference level for each additional macromolecule.
[0208] Embodiment 3. A method of identifying a compound that
preferentially increases a level of association of a first macromolecule
with one or more target condensates, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially increases the level of association of the
first macromolecule with the one or more target condensates if the
compound increases the level of the first macromolecule as compared to a
first reference level more than the compound increases the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule.
[0209] Embodiment 4. The method of embodiment 3, wherein the compound does
not measurably increase the level of each additional macromolecule
compared to the reference level for each additional macromolecule.
[0210] Embodiment 5. A method of identifying a compound that
preferentially decreases a level of association with one or more target
condensates of a first macromolecule, the method comprising: (a)
contacting a cellular composition with a compound, wherein (i) the
cellular composition comprises the one or more target condensates; and/or
(ii) the one or more target condensates form simultaneously with and/or
after contacting the cellular composition with the compound; and (b)
determining the level of association of the first macromolecule with the
one or more target condensates and a level of association of at least one
additional macromolecule with the one or more target condensates, wherein
the compound preferentially decreases the level of association of the
first macromolecule with the one or more target condensates if the
compound alters the level of the first macromolecule as compared to a
first reference level more than the compound decreases the level of each
additional macromolecule as compared to a reference level for each
additional macromolecule.
[0211] Embodiment 6. The method of embodiment 5, wherein the compound does
not measurably decrease the level of each additional macromolecule
compared to the reference level for each additional macromolecule.
[0212] Embodiment 7. The method of any one of embodiments 1-6, wherein the
first reference level is a level of association of the first
macromolecule with one or more reference condensates determined in the
absence of the compound.
[0213] Embodiment 8. The method of any one of embodiments 1-7, wherein the
reference level for each additional macromolecule is a level of
association for each additional macromolecule with one or more reference
condensates determined in the absence of the compound.
[0214] Embodiment 9. A method of identifying a compound that
preferentially causes a first macromolecule to associate with one or more
target condensates, the method comprising: (a) contacting a cellular
composition with a compound, wherein (i) the cellular composition
comprises the one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
cellular composition with the compound; and (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the one or more target condensates, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if: (1) the compound causes the first
macromolecule to associate with the one or more target condensates; (2)
the compound does not cause each additional macromolecule to associate
with the one or more target condensates; and (3) the first macromolecule
would not be associated with the one or more target condensates in the
absence of the compound.
[0215] Embodiment 10. The method of embodiment 9, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if (4) one or more of the at least one
additional macromolecule would not be associated with the one or more
target condensates in the absence of the compound.
[0216] Embodiment 11. The method of embodiment 9, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if (4) each of the at least one additional
macromolecule would not be associated with the one or more target
condensates in the absence of the compound.
[0217] Embodiment 12. A method of identifying a compound that
preferentially causes a first macromolecule to disassociate with one or
more target condensates, the method comprising: (a) contacting a cellular
composition with a compound, wherein (i) the cellular composition
comprises the one or more target condensates; and/or (ii) the one or more
target condensates form simultaneously with and/or after contacting the
cellular composition with the compound; and (b) determining if a first
macromolecule and at least one additional macromolecule are associated
with the one or more target condensates, wherein the compound
preferentially causes the first macromolecule to disassociate with the
one or more target condensates if: (1) the compound causes the first
macromolecule not to associate with the one or more target condensates;
(2) the compound does not cause each additional macromolecule not to
associate with the one or more target condensates; and (3) the first
macromolecule would be associated with the one or more target condensates
in the absence of the compound.
[0218] Embodiment 13. The method of embodiment 12, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if (4) one or more of the at least one
additional macromolecule would be associated with the one or more target
condensates in the absence of the compound.
[0219] Embodiment 14. The method of embodiment 12, wherein the compound
preferentially causes the first macromolecule to associate with the one
or more target condensates if (4) each of the at least one additional
macromolecule would be associated with the one or more target condensates
in the absence of the compound.
[0220] Embodiment 15. The method of any one of embodiments 1-14, wherein
step (a) comprises contacting a cellular composition with a compound,
wherein the cellular composition comprises the one or more target
condensates, and the method further comprises causing the formation of
the one or more target condensates prior to step (a).
[0221] Embodiment 16. The method of any one of embodiments 1-14, wherein
step (a) comprises contacting a cellular composition with a compound,
wherein the one or more target condensates form after contacting the
cellular composition with the compound, and the method further comprises
causing the formation of the one or more target condensates.
[0222] Embodiment 17. The method of any one of embodiments 1-16, wherein
the at least one additional macromolecule is 2 or more, 3 or more, 4 or
more, or 5 or more macromolecules.
[0223] Embodiment 18. The method of any one of embodiments 1-16, wherein
the at least one additional macromolecule is 1-10 macromolecules.
[0224] Embodiment 19. The method of any one of embodiments 1-18, wherein
the first macromolecule is aberrantly expressed in a disease state.
[0225] Embodiment 20. The method of any one of embodiments 1-19, wherein a
disease state level of association of the first macromolecule with the
one or more target condensates is altered compared to a normal state
level of association of the first macromolecule with the one or more
target condensates.
[0226] Embodiment 21. The method of any one of embodiments 1-20, wherein
one or more of the at least one additional macromolecule is aberrantly
expressed in a disease state.
[0227] Embodiment 22. The method of any one of embodiments 1-21, wherein
the first macromolecule is DNA or RNA.
[0228] Embodiment 23. The method of any one of embodiments 1-22, wherein
one or more of the at least one additional macromolecule is DNA or RNA.
[0229] Embodiment 24. The method of any one of embodiments 1-21 or 23,
wherein the first macromolecule is a protein.
[0230] Embodiment 25. The method of embodiment 24, wherein the first
macromolecule comprises a mutation that alters the level of association
of the first macromolecule with the one or more target condensates
compared to a related protein that does not comprise the mutation.
[0231] Embodiment 26. The method of embodiment 24 or 25, wherein the first
macromolecule is FUS or eIF3.
[0232] Embodiment 27. The method of any one of embodiments 1-26, wherein
one or more of the at least one additional macromolecule is a protein.
[0233] Embodiment 28. The method of any one of embodiments 1-27, wherein
one or more of the at least one additional macromolecule comprise a
mutation that alters its corresponding level of association with the one
or more target condensates compared to a related protein that does not
comprise the mutation.
[0234] Embodiment 29. The method of any one of embodiments 1-28, wherein
one or more of the at least one additional macromolecule is FUS, eIF3,
G3BP1, FUS and G3BP1, or eIF3 and G3BP1.
[0235] Embodiment 30. The method of any one of embodiments 24-29, wherein
the first macromolecule and/or one or more of the at least one additional
macromolecule is a fusion protein.
[0236] Embodiment 31. The method of any one of embodiments 1-30, wherein
the first macromolecule and/or one or more of the at least one additional
macromolecule comprises a label.
[0237] Embodiment 32. The method of any one of embodiments 1-31, further
comprising labeling the first macromolecule and/or one or more of the at
least one additional macromolecule.
[0238] Embodiment 33. The method of embodiment 32, wherein the labeling
comprises contacting the cellular composition with an antibody or
antigen-binding fragment thereof comprising a label.
[0239] Embodiment 34. The method of any one of embodiments 31-33, wherein
the label is a radioactive label, a colorimetric label, or a fluorescent
label.
[0240] Embodiment 35. The method of any one of embodiments 1-34, wherein
the cellular composition comprises a microorganism or an animal cell.
[0241] Embodiment 36. The method of embodiment 35, wherein the cellular
composition comprises an animal cell.
[0242] Embodiment 37. The method of embodiment 36, wherein the animal cell
that has one or more features of a neurodegenerative, proliferative,
immunological, cardiac, or metabolic disease.
[0243] Embodiment 38. The method of any one of embodiments 35-37, wherein
the animal cell is a HeLa cell, a HEK293 cell, an induced pluripotent
stem cell (iPSC cell), a cardiomyocyte, a myocyte, a stem cell-derived
cell, a neuron, a cancer cell, an immune cell, or an adipocyte.
[0244] Embodiment 39. The method of any one of embodiments 1-38, wherein
the one or more target condensates is a cellular condensate.
[0245] Embodiment 40. The method of any one of embodiments 1-39, wherein
the one or more target condensates is a nuclear condensate or a
cytoplasmic condensate.
[0246] Embodiment 41. The method of embodiment 39, wherein the cellular
condensate is a cleavage body, a p-granule, a histone locus body, a
multivesicular body, a neuronal RNA granule, a nuclear gem, a nuclear
pore, a nuclear speckle, a nuclear stress body, a nucleolus, a
Oct1/PTF/transcription (OPT) domain, a paraspeckle, a perinucleolar
compartment, a PML nuclear body, a PML oncogenic domain, a polycomb body,
a processing body, a Sam68 nuclear body, a stress granule, or a splicing
speckle.
[0247] Embodiment 42. The method of any one of embodiments 1-41, wherein
the one or more target condensates is a single target condensate.
[0248] Embodiment 43. The method of embodiment 42, wherein the compound
does not measurably alter one or more of: size of the target condensate,
location of the target condensate, surface area of the target condensate,
and dissolution of the target condensate.
[0249] Embodiment 44. The method of any one of embodiments 1-41, wherein
the one or more target condensates is a plurality of target condensates.
[0250] Embodiment 45. The method of embodiment 44, wherein the plurality
of target condensates is all or a subset of a class of condensates in a
portion of the cellular composition.
[0251] Embodiment 46. The method of embodiment 44 or 45, wherein the
plurality of target condensates is all or a subset of a class of
condensates in a cell in the cellular composition.
[0252] Embodiment 47. The method of any one of embodiments 44-46, wherein
the plurality of target condensates is all or a subset of a class of
condensates in a portion of a cell in the cellular composition.
[0253] Embodiment 48. The method of embodiment 47, wherein the portion of
the cell is the cytoplasm, the nucleus, or an organelle.
[0254] Embodiment 49. The method of any one of embodiments 45-48, wherein
the class of condensates comprises condensates which comprise a specific
macromolecule.
[0255] Embodiment 50. The method of any one of embodiments 45-49, wherein
the class of condensates comprises condensates which are cleavage bodies;
wherein the class of condensates comprises condensates which are
p-granules; wherein the class of condensates comprises condensates which
are histone locus bodies; wherein the class of condensates comprises
condensates which are multivesicular bodies; wherein the class of
condensates comprises condensates which are neuronal RNA granules;
wherein the class of condensates comprises condensates which are nuclear
gems; wherein the class of condensates comprises condensates which are
nuclear pores; wherein the class of condensates comprises condensates
which are nuclear speckles; wherein the class of condensates comprises
condensates which are nuclear stress bodies; wherein the class of
condensates comprises condensates which are nucleoli; wherein the class
of condensates comprises condensates which are Oct1/PTF/transcription
(OPT) domains; wherein the class of condensates comprises condensates
which are paraspeckles; wherein the class of condensates comprises
condensates which are perinucleolar compartments; wherein the class of
condensates comprises condensates which are PML nuclear bodies; wherein
the class of condensates comprises condensates which are PML oncogenic
domains; wherein the class of condensates comprises condensates which are
polycomb bodies; wherein the class of condensates comprises condensates
which are processing bodies; wherein the class of condensates comprises
condensates which are Sam68 nuclear bodies; wherein the class of
condensates comprises condensates which are stress granules; or wherein
the class of condensates comprises condensates which are splicing
speckles.
[0256] Embodiment 51. The method of any one of embodiments 44-50, wherein
the compound does not measurably alter one or more of: total number of
the plurality of target condensates; size of the plurality of target
condensates, location of the plurality of target condensates, surface
area of the plurality of target condensates, and dissolution of the
plurality of target condensates.
[0257] Embodiment 52. A method of identifying a plurality of compounds
that preferentially affect the level, decrease the level, or increase the
level of association of a first macromolecule with one or more target
condensates, or that preferentially cause the first macromolecule to
associate or disassociate with one or more target condensates, the method
comprising performing the method of any one of embodiments 1-51 with a
plurality of compounds.
[0258] Embodiment 53. The method of embodiment 52, further comprising
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to ability to preferentially affect
the level, decrease the level, or increase the level of association of
the first macromolecule with the one or more target condensates, or the
ability to preferentially cause the first macromolecule to associate or
disassociate with one or more target condensates.
[0259] Embodiment 54. The method of embodiment 53, further comprising
performing the method of any one of embodiments 1-51 for one or more
additional test compounds that comprise the identified characteristic.
[0260] Embodiment 55. The method of embodiment 53 or 54, further
comprising performing the method of any one of embodiments 1-51 for one
or more additional test compounds that do not comprise the identified
characteristic.
[0261] Embodiment 56. A method of identifying a compound characteristic
associated with preferentially affecting the level, decreasing the level,
or increasing the level of association of a first macromolecule with one
or more target condensates, or with preferentially causing the first
macromolecule to associate or disassociate with one or more target
condensates, the method comprising: (a) performing the method of
embodiment 52; and (b) identifying a characteristic that a subset or all
of the identified compounds have in common in addition to the ability to
preferentially affect the level, decrease the level, or increase the
level of association of the first macromolecule with one or more target
condensates, or the ability to preferentially cause the first
macromolecule to associate or disassociate with one or more target
condensates.
[0262] Embodiment 57. A method of designing a compound that preferentially
affects the level, decreases the level, or increases the level of
association of a first macromolecule with one or more target condensates,
or that preferentially causes the first macromolecule to associate or
disassociate with one or more target condensates, the method comprising:
(a) performing the method of embodiment 52; (b) identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with one or more target condensates, or the ability to
preferentially cause the first macromolecule to associate or disassociate
with one or more target condensates; and (c) designing a compound that
comprises the identified characteristic, thereby designing a compound
that preferentially affects the level, decreases the level, or increases
the level of association of the first macromolecule with one or more
target condensates or preferentially causes the first macromolecule to
associate or disassociate with one or more target condensates.
[0263] Embodiment 58. A method of identifying a compound useful for
treating a disease in an individual in need thereof, the method
comprising: performing the method of any one of embodiments 1-51, wherein
the one or more target condensates is associated with the disease, and
identifying the compound that preferentially affects the level, decreases
the level, or increases the level of association of the first
macromolecule with the one or more target condensates or that that
preferentially causes the first macromolecule to associate or
disassociate with one or more target condensates for being useful for
treating the disease.
[0264] Embodiment 59. The method of embodiment 58, wherein the disease is
a neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0265] Embodiment 60. A method of identifying a compound that
preferentially affects a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing the method of any one of embodiments 1-51 with the
first set of one or more target condensates; and performing the method of
any one of embodiments 1-51 with a second set of one or more target
condensates wherein the compound preferentially affects the level of
association of the first macromolecule with the first set of one or more
target condensates if the compound preferentially affects the level of
association of the first macromolecule with the first set of one or more
target condensates more than the compound preferentially affects the
level of association of the first macromolecule with the second set of
one or more target condensates.
[0266] Embodiment 61. The method of embodiment 60, wherein the compound
does not affect the level of association of the first macromolecule with
the second set of one or more target condensates.
[0267] Embodiment 62. A method of identifying a compound that
preferentially increases a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing the method of any one of embodiments 1-51 with the
first set of one or more target condensates; and performing the method of
any one of embodiments 1-51 with a second set of one or more target
condensates, wherein the compound preferentially increases the level of
association of the first macromolecule with the first set of one or more
target condensates if the compound preferentially increases the level of
association of the first macromolecule with the first set of one or more
target condensates more than the compound preferentially increases the
level of association of the first macromolecule with the second set of
one or more target condensates.
[0268] Embodiment 63. The method of embodiment 62, wherein the compound
does not increase the level of association of the first macromolecule
with the second set of one or more target condensates.
[0269] Embodiment 64. A method of identifying a compound that
preferentially decreases a level of association of a first macromolecule
with a first set of one or more target condensates, the method
comprising: performing the method of any one of embodiments 1-51 with the
first set of one or more target condensates; and performing the method of
any one of embodiments 1-51 with a second set of one or more target
condensates, wherein the compound preferentially decreases the level of
association of the first macromolecule with the first set of one or more
target condensates if the compound preferentially decreases the level of
association of the first macromolecule with the first set of one or more
target condensates more than the compound preferentially decreases the
level of association of the first macromolecule with the second set of
one or more target condensates.
[0270] Embodiment 65. The method of embodiment 64, wherein the compound
does not decrease the level of association of the first macromolecule
with the second set of one or more target condensates.
[0271] Embodiment 66. A method of identifying a compound that
preferentially causes a first macromolecule to associate with a first set
of one or more target condensates, the method comprising: performing the
method of any one of embodiments 1-51 with the first set of one or more
target condensates; and performing the method of any one of embodiments
1-51 with a second set of one or more target condensates, wherein the
compound preferentially causes the first macromolecule to associate with
the first set of one or more target condensates if the compound
preferentially causes the first macromolecule to associate with the first
set of one or more target condensates more than the compound
preferentially causes the first macromolecule to associate with the
second set of one or more target condensates.
[0272] Embodiment 67. A method of identifying a compound that
preferentially causes a first macromolecule to disassociate with a first
set of one or more target condensates, the method comprising: performing
the method of any one of embodiments 1-51 with the first set of one or
more target condensates; and performing the method of any one of
embodiments 1-51 with a second set of one or more target condensates,
wherein the compound preferentially causes the first macromolecule to
disassociate with the first set of one or more target condensates if the
compound preferentially causes the first macromolecule to associate with
the first set of one or more target condensates more than the compound
preferentially causes the first macromolecule to associate with the
second set of one or more target condensates.
[0273] Embodiment 68. The method of any one of embodiments 60-67, wherein
the first and/or second set of one or more target condensates is a
cellular condensate.
[0274] Embodiment 69. The method of any one of embodiments 60-68, wherein
the first and/or second set of one or more target condensates is a
nuclear condensate or a cytoplasmic condensate.
[0275] Embodiment 70. The method of any one of embodiments 60-68, wherein
the first and/or second set of one or more target condensates is a
cleavage body, a p-granule, a histone locus body, a multivesicular body,
a neuronal RNA granule, a nuclear gem, a nuclear pore, a nuclear speckle,
a nuclear stress body, a nucleolus, a Oct1/PTF/transcription (OPT)
domain, a paraspeckle, a perinucleolar compartment, a PML nuclear body, a
PML oncogenic domain, a polycomb body, a processing body, a Sam68 nuclear
body, a stress granule, or a splicing speckle.
[0276] Embodiment 71. The method of any one of embodiments 60-70, wherein
the first and/or second set of one or more target condensates is a single
target condensate.
[0277] Embodiment 72. The method of any one of embodiments 60-70, wherein
the first and/or second set of one or more target condensates is a
plurality of target condensates.
[0278] Embodiment 73. The method of embodiment 60-70 or 72, wherein the
first and/or second set of one or more target condensates is all or a
subset of a class of condensates in a portion of the cellular
composition.
[0279] Embodiment 74. The method of any one of embodiments 60-70 or 72-73,
wherein the first and/or second set of one or more target condensates is
all or a subset of a class of condensates in a cell in the cellular
composition.
[0280] Embodiment 75. The method of any one of embodiments 60-70 or 72-74,
wherein the first and/or second set of one or more target condensates is
all or a subset of a class of condensates in a portion of a cell in the
cellular composition.
[0281] Embodiment 76. The method of embodiment 75, wherein the portion of
the cell is the cytoplasm, the nucleus, or an organelle.
[0282] Embodiment 77. The method of any one of embodiments 73-76, wherein
the class of condensates comprises condensates which comprise a specific
macromolecule.
[0283] Embodiment 78. The method of any one of embodiments 73-77, wherein
the class of condensates comprises condensates which are cleavage bodies;
wherein the class of condensates comprises condensates which are
p-granules; wherein the class of condensates comprises condensates which
are histone locus bodies; wherein the class of condensates comprises
condensates which are multivesicular bodies; wherein the class of
condensates comprises condensates which are neuronal RNA granules;
wherein the class of condensates comprises condensates which are nuclear
gems; wherein the class of condensates comprises condensates which are
nuclear pores; wherein the class of condensates comprises condensates
which are nuclear speckles; wherein the class of condensates comprises
condensates which are nuclear stress bodies; wherein the class of
condensates comprises condensates which are nucleoli; wherein the class
of condensates comprises condensates which are Oct1/PTF/transcription
(OPT) domains; wherein the class of condensates comprises condensates
which are paraspeckles; wherein the class of condensates comprises
condensates which are perinucleolar compartments; wherein the class of
condensates comprises condensates which are PML nuclear bodies; wherein
the class of condensates comprises condensates which are PML oncogenic
domains; wherein the class of condensates comprises condensates which are
polycomb bodies; wherein the class of condensates comprises condensates
which are processing bodies; wherein the class of condensates comprises
condensates which are Sam68 nuclear bodies; wherein the class of
condensates comprises condensates which are stress granules; or wherein
the class of condensates comprises condensates which are splicing
speckles.
[0284] Embodiment 79. The method of any one of embodiments 73-78, wherein
the class of the first set of one or more target condensates is the same
as the class of second set of one or more target condensates.
[0285] Embodiment 80. The method of any one of embodiments 73-78, wherein
the class of the first set of one or more target condensates is different
than the class of second set of one or more target condensates.
[0286] Embodiment 81. The method of any one of embodiments 60-80, wherein
the first set of one or more target condensates is in the same cellular
composition as the second set of one or more target condensates.
[0287] Embodiment 82. The method of any one of embodiments 60-81, wherein
the cellular composition comprises a cell comprising the first set of
condensate of one or more target condensates and the second set of one or
more target condensates.
[0288] Embodiment 83. The method of any one of embodiments 60-80, wherein
the first set of condensate of one or more target condensates is in a
first cellular composition, and the second set of one or more target
condensates is in a second cellular composition.
[0289] Embodiment 84. The method of any one of embodiments 60-83, wherein
the first set of condensate of one or more target condensates are in a
cell in the cellular composition, and the cell has one or more features
of a disease.
[0290] Embodiment 85. The method of embodiment 84, wherein the disease is
a neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
[0291] Embodiment 86. A method of identifying a plurality of compounds
that preferentially affect the level, decrease the level, or increase the
level of association of a first macromolecule with a first set of one or
more target condensates, or that preferentially cause the first
macromolecule to associate or disassociate with the first set of one or
more target condensates, the method comprising performing the method of
any one of embodiments 60-85 with a plurality of compounds.
[0292] Embodiment 87. The method of embodiment 86, further comprising
identifying a characteristic that a subset or all of the identified
compounds have in common in addition to ability to preferentially affect
the level, decrease the level, or increase the level of association of
the first macromolecule with the first set of one or more target
condensates, or the ability to preferentially cause the first
macromolecule to associate or disassociate with the first set of one or
more target condensates.
[0293] Embodiment 88. The method of embodiment 87, further comprising
performing the method of any one of embodiments 60-85 for one or more
additional test compounds that comprise the identified characteristic.
[0294] Embodiment 89. The method of embodiment 87 or 88, further
comprising performing the method of any one of embodiments 60-85 for one
or more additional test compounds that do not comprise the identified
characteristic.
[0295] Embodiment 90. A method of identifying a compound characteristic
associated with preferentially affecting the level, decreasing the level,
or increasing the level of association of a first macromolecule with a
first set of one or more target condensates, or with preferentially
causing the first macromolecule to associate or disassociate with the
first set of one or more target condensates, the method comprising: (a)
performing the method of embodiment 86; and (b) identifying a
characteristic that a subset or all of the identified compounds have in
common in addition to the ability to preferentially affect the level,
decrease the level, or increase the level of association of the first
macromolecule with the first set of one or more target condensates, or
the ability to preferentially cause the first macromolecule to associate
or disassociate with the first set of one or more target condensates.
[0296] Embodiment 91. A method of designing a compound that preferentially
affects the level, decreases the level, or increases the level of
association of a first macromolecule with a first set of one or more
target condensates, or that preferentially causes the first macromolecule
to associate or disassociate with the first set of one or more target
condensates, the method comprising: (a) performing the method of
embodiment 86; (b) identifying a characteristic that a subset or all of
the identified compounds have in common in addition to the ability to
preferentially affect the level, decrease the level, or increase the
level of association of the first macromolecule with the first set of one
or more target condensates, or the ability to preferentially cause the
first macromolecule to associate or disassociate with the first set of
one or more target condensates; and (c) designing a compound that
comprises the identified characteristic, thereby designing a compound
that preferentially affects the level, decreases the level, or increases
the level of association of the first macromolecule with the first set of
one or more target condensates or preferentially causes the first
macromolecule to associate or disassociate with the first set of one or
more target condensates.
[0297] Embodiment 92. A method of identifying a compound useful for
treating a disease in an individual in need thereof, the method
comprising: performing the method of any one of embodiments 60-85,
wherein the first set of one or more target condensates is associated
with the disease, and identifying the compound that preferentially
affects the level, decreases the level, or increases the level of
association of the first macromolecule with the first set of one or more
target condensates or that that preferentially causes the first
macromolecule to associate or disassociate with the first set of one or
more target condensates for being useful for treating the disease.
[0298] Embodiment 93. The method of embodiment 92, wherein the disease is
a neurodegenerative, proliferative, immunological, cardiac, or metabolic
disease.
EXAMPLES
Example 1
[0299] Screening for Compounds that Cause Alterations in Condensate
Protein Levels
[0300] Stress granules are condensates that form in the cytoplasm of cells
under stress. Multiple proteins are known to be concentrated in stress
granules, including FUS, eukaryotic initiation factor 3 (eIF3), and
G3BP1. FUS is involved in pre-mRNA maturation, and various mutations in
FUS have been associated with ALS. Although FUS is found in stress
granules, it is not believed to be critical for formation of stress
granules. Like FUS, eIF3 is also not believed to be critical for
formation of stress granules. As the name indicates, eIF3 is a eukaryotic
initiation factor, but it is also involved in translational recycling. By
contrast, G3BP1 is believed to initiate formation of stress granules and
is potentially critical to maintaining their structure. G3BP1 is an RNA
binding protein and an element of the Ras signaling transduction pathway.
These three proteins were tracked within cells to determine if compounds
could preferentially exclude one of these proteins from stress granules
without dissolving the stress granule.
Methods
[0301] Three cell lines (HeLa Kyoto, HeLa comprising a bacterial
artificial chromosome (BAC) encoding FUS-GFP, and induced pluripotent
stem cells (iPS) expressing FUS-GFP) were separately grown in culture.
1200 compounds from a compound library were exposed individually at
concentrations of 1 .mu.M, 5 .mu.M, or 25 .mu.M to one of the cell lines
for one hour. For some compounds, this procedure was repeated for one or
both of the other cell lines. Cells that were not exposed to the
compounds (DMSO-only vehicle treatment) were used as controls. The cells
were then exposed to arsenate stress for 1 hour to stimulate the
formation of stress granules, using a final concentration of 2 mM
Potassium Arsenate (Sigma A6631, diluted in PBS).
[0302] After stress treatment, the cells were fixed with a final
concentration of 3.7% Formaldehyde (FA) for 15 minutes at room
temperature. Subsequently, cells were washed using a plate washer,
permeabilized (10 min at RT using 0.1% Triton X/PBS) and blocked (30 min
with 0.2% Fish skin gelatin/PBS). For cells expressing FUS-GFP, GFP
fluorescence was observed directly. For the other protein markers of
interest a combination of anti-FUS (Sigma AMAb90549; 1:500), anti-eIF3
(Santa Cruz sc-137214; 1:500), and anti-G3BP1 (Invitrogen PAS-29455;
1:4000) antibodies and appropriate secondary antibodies (Life
Technologies; Alexa 594 and 647) was applied to visualize FUS, eIF3, and
G3BP1 protein in the cells.
[0303] A spinning disk confocal microscope was used to acquire images of
the samples using confocal fluorescence at 405/488/561/640 nm. 40.times.
air objective lenses were used to capture the images. The gain was set to
1.4 and binning to 1. The exposure times were adjusted to the
fluorescence emission intensity specific for each label. Exposure times
ranged from 100-300 ms. Appropriate filter settings were used, matching
the excitation and emission spectra of the label. Image acquisition was
automated, and the resulting data were analyzed using KNIME (Berthold et
al., 2008, Data Analysis, Machine Learning and Applications. Studies in
Classification, Data Analysis, and Knowledge Organization. Springer,
Berlin, Heidelberg) and CellProfiler (Carpenter et al., 2006, Genome Biol
7:R100). Twenty-five imaging parameters were extracted for each image,
including marker signal droplet count, area, shape, etc. For each imaging
parameter, the Z' factor for the entire plate was calculated according to
the following formula:
Z'=1-[3*(SD(pos)+SD(neg))/(Avg(pos)-Avg(neg))]
where SD(pos) is the standard deviation of the positive control, SD(neg)
is the standard deviation of the negative control, Avg(pos) is the
average of the positive control and Avg(neg) is the average of the
negative control.
[0304] In addition, z-scores were calculated for every test compound using
the formula:
z=(x-x)/S
where x is the mean of the sample, and S is the standard deviation of the
sample. Compounds were classified as "hits" if the plate Z' was at least
0.1, and if at least two imaging parameters had a z-score.gtoreq.3.0
standard deviations from the median parameter value.
Results
[0305] In the absence of the compounds, FUS, eIF3, and G3BP1 all appeared
to co-localize into the same condensates in all three cell lines tested
when stressed, see FIGS. 1-4, no compound treatment. Additionally, many
of the compounds did not appear to alter the localization or the level of
FUS, eIF3, and G3BP1. Several compounds were found that appeared to
dissolve the stress granules entirely, exemplary images shown in FIGS. 1
and 2 and compounds used in FIGS. 1 and 2 are shown in Table 1. No
compounds were found that selectively excluded G3BP1 from the stress
granules. Whenever G3BP1 was found to not be localized to stress granules
after treatment with the compound, neither FUS nor eIF3 were found to be
localized to the stress granules after treatment. By contrast, at least
four compounds were found that caused partial or complete exclusion of
FUS from stress granules, but did not reduce the level of either other
protein assayed or appear to dissolve the stress granule, see FIG. 3 for
exemplary images and compounds used in FIG. 3 are shown in Table 1. Also
in contrast to G3BP1, at least three compounds were found that caused
partial or complete exclusion of eIF3 from stress granules, but did not
reduce the level of either other protein assayed or appear to dissolve
the stress granule, see FIG. 4 for exemplary images and compounds used in
FIG. 4 are shown in Table 1.
TABLE-US-00001
TABLE 1
Selective and Non-Selective Condensate Disrupters
Lipoamide Non-selective ##STR00001##
AZD4547 Non-selective ##STR00002##
Omipalisib Non-selective ##STR00003##
TG101209 Non-selective ##STR00004##
GW9508 FUS-selective ##STR00005##
Brefeldin A FUS-selective ##STR00006##
AZD3463 FUS-selective ##STR00007##
Ketanserin FUS-selective ##STR00008##
AZD8931 eIF3-selective ##STR00009##
YM155 (Sepantronium Bromide) eIF3-selective ##STR00010##
Beta-Lapachone eIF3-selective ##STR00011##
Example 2
[0306] This example demonstrates a method of identifying compounds having
macromolecule specificity and tissue specificity.
Methods
[0307] The methods used in this example were similar to those discussed in
Example 1. In brief, three cell lines (HeLa Kyoto, HeLa comprising a
bacterial artificial chromosome (BAC) encoding FUS-GFP, and induced
pluripotent stem cells (iPS) expressing FUS-GFP) were separately grown in
culture. 1200 compounds from a compound library were exposed individually
at concentrations of 1 .mu.M, 5 .mu.M, or 25 .mu.M to one of the cell
lines for one hour. For some compounds, this procedure was repeated for
one or both of the other cell lines. Hits from the screen were further
characterized by compound treatments at 0.0021 .mu.M, 0.0062 .mu.M, 0.017
.mu.M, 0.065 .mu.M, 0.131 .mu.M, 0.196 .mu.M, 0.52 .mu.M, 3.3 .mu.M, 10
.mu.M, and 30 .mu.M, with the resulting dose-response data analyzed using
the four parameter logistic equation to calculate the potency (similar to
IC.sub.50) of the compound. Cells that were not exposed to the compounds
(DMSO-only vehicle treatment) were used as controls. The cells were then
exposed to arsenate stress for 1 hour to stimulate the formation of
stress granules, using a final concentration of 2 mM Potassium Arsenate
(Sigma A6631, diluted in PBS).
[0308] After stress treatment, the cells were fixed with a final
concentration of 3.7% Formaldehyde (FA) for 15 minutes at room
temperature. Subsequently, cells were washed using a plate washer,
permeabilized (10 min at RT using 0.1% Triton X/PBS) and blocked (30 min
with 0.2% Fish skin gelatin/PBS). For cells expressing FUS-GFP, GFP
fluorescence was observed directly. For the other protein markers of
interest a combination of anti-FUS (Sigma AMAb90549; 1:500), anti-eIF3
(Santa Cruz sc-137214; 1:500), and anti-G3BP1 (Invitrogen PAS-29455;
1:4000) antibodies and appropriate secondary antibodies (Life
Technologies; Alexa 594 and 647) was applied to visualize FUS, eIF3, and
G3BP1 protein in the cells.
[0309] A spinning disk confocal microscope was used to acquire images of
the samples using confocal fluorescence at 405/488/561/640 nm. 40.times.
(primary screen) and 20.times. (potency testing) air objective lenses
were used to capture the images. The gain was set to 1.4 and binning to
1. The exposure times were adjusted to the fluorescence emission
intensity specific for each label. Exposure times ranged from 100-300 ms.
Appropriate filter settings were used, matching the excitation and
emission spectra of the label. Image acquisition was automated, and the
resulting data were analyzed using KNIME (Berthold et al., 2008, Data
Analysis, Machine Learning and Applications. Studies in Classification,
Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg),
CellProfiler (Carpenter et al., 2006, Genome Biol 7:R100); or, for
potency testing, data were analyzed using Harmony (PerkinElmer, Waltham
Mass.) and Vault (Collaborative Drug Discovery, Burlingame Calif.).
Twenty-five imaging parameters were extracted for each image, including
marker signal droplet count, area, shape, etc. For each imaging
parameter, the Z' factor for the entire plate was calculated according to
the following formula:
Z'=1-[3*(SD(pos)+SD(neg))/(Avg(pos)-Avg(neg))]
where SD(pos) is the standard deviation of the positive control, SD(neg)
is the standard deviation of the negative control, Avg(pos) is the
average of the positive control and Avg(neg) is the average of the
negative control.
[0310] In addition, z-scores were calculated for every test compound using
the formula:
z=(x-x)/S
where x is the mean of the sample, and S is the standard deviation of the
sample.
[0311] Compounds were classified as "hits" if the plate Z' was at least
0.1, and if at least two imaging parameters had a z-score.gtoreq.3.0
standard deviations from the median parameter value.
[0312] Potency calculations for screening hits (similar to inhibition
concentration 50; IC.sub.50) were made using measured value of number of
cytoplasmic drops per cell and the the four parameter logistic equation
for analysis. Briefly, the % effect of compound treatment was first
plotted as a function of the log 10(molar concentration) of compound.
Next, the data was fit via least squares minimization to the 4 parameter
logistic equation to calculate the 50% inhibition constant (IC.sub.50).
% effect=(measured value-negative control)/(positive control-negative
control)*100
[0313] Logistic equation: [0314] y=lower+(upper-lower)/(1+10{circumflex
over ( )}((log IC.sub.50-x)*HS)) [0315] wherein: [0316]
x=log.sub.10(molar concentration of compound) [0317] lower=lower baseline
of the dose response [0318] upper=upper baseline of the dose response
[0319] HS=the Hill Slope of the dose response
Results
[0320] In the absence of the compounds, FUS, eIF3, and G3BP1 all appeared
to co-localize into the same condensates in all three cell lines tested
when stressed (see FIGS. 5-10, no compound treatment). As shown in FIGS.
5-10, many of the compounds did not appear to alter the localization or
the level of FUS, eIF3, and G3BP1, and certain compounds were found that
appeared to dissolve the stress granules entirely. Compounds used in
FIGS. 5-10 and their macromolecule specificity are shown in Table 2. No
compounds were found that selectively excluded G3BP1 from the stress
granules. Whenever G3BP1 was found to not be localized to stress granules
after treatment with the compound, neither FUS nor eIF3 were found to be
localized to the stress granules after treatment. By contrast, a compound
was found that caused exclusion of FUS from stress granules, but did not
reduce the level of either other proteins assayed or appear to dissolve
the stress granule (see, e.g., FIG. 7). Also in contrast to G3BP1, at
least three compounds were found that caused partial or complete
exclusion of eIF3 from stress granules, but did not reduce the level of
either other protein assayed or appear to dissolve the stress granule
(see, e.g., FIG. 8). One compound was found that caused exclusion of both
eIF3 and FUS, but not G3BP1 (see FIG. 9). One compound was also observed
that excluded FUS selectively in human iPSC cells but not in HeLa BAC
FUS-GFP cells (see FIG. 10).
[0321] Compound selectivity for exclusion of a given protein relative to
other proteins can be further quantified by calculating the potency for
the exclusion of a specific protein relative to others (similar to
inhibition constant 50% (IC.sub.50)). FIG. 11 contains example
dose-dependent curves and potency values for YM155, demonstrating the
exclusion of eIF3 at lower concentration of compound relative to FUS and
G3BP1. This information provides additional means for comparison, e.g.,
dose-dependent curves and/or potency values, to identify compound
specificity.
TABLE-US-00002
TABLE 2
Selective and Non-Selective Condensate Disrupters
Compound Selectivity Molecular Structure
Lipoamide Non-selective
PP121 Non-selective ##STR00012##
PF-04691502 Non-selective ##STR00013##
TG101209 Non-selective
Coriphosphine O FUS-selective ##STR00014##
YM155 eIF3-selective
(Sepantronium
Bromide)
Beta-Lapachone eIF3-selective
Bisindolylmaleimide IX eIF3-selective ##STR00015##
Cediranib eIF3 and FUS- selective ##STR00016##
Masitinib FUS protein and iPSC cell selective ##STR00017##
* * * * *