bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Aug. 23, 2023
Abstract
Intrinsically
disordered
proteins
(IDPs)
frequently
mediate
liquid-liquid
phase
separation
(LLPS)
that
underlies
the
formation
of
membraneless
organelles.
Together
with
theory
and
experiment,
efficient
coarse-grained
(CG)
simulations
have
been
instrumental
in
understanding
sequence-
specific
IDPs.
However,
widely-used
Cα-only
models
are
severely
limited
capturing
peptide
nature
IDPs,
including
backbone-mediated
interactions
effects
secondary
structures,
LLPS.
Here,
we
describe
a
hybrid
resolution
(HyRes)
protein
model
for
accurate
description
backbone
transient
structures
With
an
atomistic
side
chains,
HyRes
accurately
predicts
residue
helical
propensity
chain
dimension
monomeric
Using
GY-23
as
system,
show
is
enough
direct
simulation
spontaneous
separation,
at
same
time
to
resolve
single
mutations.
also
successfully
predict
increased
beta-sheet
condensate,
consistent
available
experimental
data.
We
further
utilize
study
TPD-43,
where
several
disease-related
mutants
conserved
region
(CR)
shown
affect
residual
helicities
modulate
LLPS
propensity.
The
recapitulate
effect
these
on
helicity
TDP-43
CR.
Analyses
reveal
balance
between
sidechain-mediated
interactions,
but
not
itself,
actually
determines
believe
represents
important
advance
molecular
will
help
elucidate
coupling
IDP
separation.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Sept. 8, 2023
Prion-like
low-complexity
domains
(PLCDs)
are
involved
in
the
formation
and
regulation
of
distinct
biomolecular
condensates
that
form
via
phase
separation
coupled
to
percolation.
Intracellular
often
encompass
numerous
proteins
with
PLCDs.
Here,
we
combine
simulations
experiments
study
mixtures
PLCDs
from
two
RNA-binding
proteins,
hnRNPA1
FUS.
Using
experiments,
find
1:1
A1-LCD
FUS-LCD
undergo
more
readily
than
either
on
their
own
due
complementary
electrostatic
interactions.
Tie
line
analysis
reveals
stoichiometric
ratios
different
components
sequence-encoded
interactions
contribute
jointly
driving
forces
for
condensate
formation.
Simulations
also
show
spatial
organization
within
is
governed
by
relative
strengths
homotypic
versus
heterotypic
We
uncover
rules
how
interaction
sequence
lengths
modulate
conformational
preferences
molecules
at
interfaces
formed
proteins.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: March 3, 2023
Abstract
Understanding
the
relationship
between
an
amino
acid
sequence
and
its
phase
separation
has
important
implications
for
analyzing
cellular
function,
treating
disease,
designing
novel
biomaterials.
Several
features
have
been
identified
as
drivers
protein
liquid-liquid
(LLPS),
leading
to
development
of
a
“molecular
grammar”
LLPS.
In
this
work,
we
further
probed
how
modulates
material
properties
resulting
condensates.
Specifically,
used
model
intrinsically
disordered
polypeptide
composed
8-residue
repeat
unit
performed
systematic
manipulations
targeting
previously
overlooked
in
literature.
We
generated
sequences
with
no
charged
residues,
high
net
charge,
glycine
or
devoid
aromatic
arginine
residues.
report
that
all
but
one
twelve
variants
designed
undergo
LLPS,
albeit
different
extents,
despite
significant
differences
composition.
These
results
support
hypothesis
multiple
interactions
diverse
residue
pairs
work
tandem
drive
separation.
Molecular
simulations
paint
picture
underlying
molecular
details
involving
various
atomic
mediated
by
not
just
handful
types,
most
characterized
changes
inter-residue
contacts
variants,
thereby
developing
more
complete
understanding
contributions
such
hydrophobicity,
aromaticity
Further,
find
condensates
formed
behave
like
viscous
fluids,
large
their
viscosities.
The
presented
study
significantly
advance
current
sequence-phase
behavior
sequence-material
relationships
help
interpret,
model,
design
assembly.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: June 25, 2024
Abstract
Although
our
understanding
of
the
involvement
heterochromatin
architectural
factors
in
shaping
nuclear
organization
is
improving,
there
still
ongoing
debate
regarding
role
active
genes
this
process.
In
study,
we
utilize
publicly-available
Micro-C
data
from
mouse
embryonic
stem
cells
to
investigate
relationship
between
gene
transcription
and
3D
folding.
Our
analysis
uncovers
a
nonmonotonic
-
globally
positive
correlation
intragenic
contact
density
Pol
II
occupancy,
independent
cohesin-based
loop
extrusion.
Through
development
biophysical
model
integrating
dynamics
within
polymer
chromosome
organization,
demonstrate
that
II-mediated
attractive
interactions
with
limited
valency
transcribed
regions
yield
quantitative
predictions
consistent
chromosome-conformation-capture
live-imaging
experiments.
work
provides
compelling
evidence
transcriptional
activity
shapes
4D
genome
through
micro-compartmentalization.
Accounts of Chemical Research,
Journal Year:
2024,
Volume and Issue:
57(3), P. 302 - 311
Published: Jan. 9, 2024
In
nature,
proteins
range
from
those
with
highly
ordered
secondary
and
tertiary
structures
to
that
completely
lack
a
well-defined
three-dimensional
structure,
termed
intrinsically
disordered
(IDPs).
IDPs
are
generally
characterized
by
one
or
more
segments
have
compositional
bias
toward
small
hydrophilic
amino
acids
proline
residues
promote
structural
disorder
called
regions
(IDRs).
The
combination
of
IDRs
the
interactions
between
two
determine
phase
behavior,
function
IDPs.
Nature
also
diversifies
structure
thereby
their
functions
hybridization
other
moieties
such
as
glycans
lipids;
for
instance,
post-translationally
glycosylated
lipidated
important
cell
membrane
components.
Additionally,
diversity
in
protein
is
achieved
nature
through
cross-linking
within
themselves
domains
create
various
topologies.
For
example,
an
essential
characteristic
extracellular
matrix
(ECM)
its
network
components,
including
collagen
elastin,
well
polysaccharides
hyaluronic
acid
(HA).
Inspired
synthetic
IDP
(SynIDP)-based
biomaterials
can
be
designed
employing
similar
strategies
goal
introducing
hence
unique
physiochemical
properties.
This
Account
describes
materials
produced
over
past
decade
following
approaches:
(1)
incorporating
into
SynIDPs,
(2)
conjugating
SynIDPs
either
genetically
encoded
post-translational
modification
chemical
conjugation,
(3)
engineering
topology
via
modification.
These
approaches
introduce
modifications
primary
which
then
translated
structures.
Beginning
point
origin,
may
introduced
each
these
three
individually
along
orthogonal
axes
combinations
three,
enabling
bioinspired
designs
theoretically
span
entire
possibilities.
Furthermore,
resultant
wide
length
scales,
nano-
meso-
micro-
even
macrostructures.
this
Account,
emphasis
placed
on
properties
features
described
materials.
Conjugates
polymers
simple
mixing
components
outside
scope
Account.
Related
biomedical
applications
briefly.
Finally,
we
note
future
directions
design
functional
SynIDP-based
biomaterials.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: May 8, 2023
Abstract
Intrinsically
disordered
proteins
and
regions
(collectively
IDRs)
are
pervasive
across
proteomes
in
all
kingdoms
of
life,
help
shape
biological
functions,
involved
numerous
diseases.
IDRs
populate
a
diverse
set
transiently
formed
structures,
yet
defy
commonly
held
sequence-structure-function
relationships.
Recent
developments
protein
structure
prediction
have
led
to
the
ability
predict
three-dimensional
structures
folded
at
proteome
scale,
enabled
large-scale
studies
structure-function
In
contrast,
knowledge
conformational
properties
is
scarce,
part
because
sequences
poorly
conserved
only
few
been
characterized
experimentally.
We
developed
an
efficient
model
generate
ensembles
IDRs,
thereby
their
from
sequence
only.
Here,
we
applied
this
simulate
human
proteome.
Examining
29,998
show
how
chain
compaction
correlated
with
cellular
function
localization,
including
different
types
biomolecular
condensates.
train
use
conservation
structural
orthologs.
Our
results
recapitulate
observations
previous
individual
systems,
enable
us
study
relationship
between
sequence,
conservation,
ensembles,
disease
variants
scale.
Journal of the American Chemical Society,
Journal Year:
2023,
Volume and Issue:
146(1), P. 342 - 357
Published: Dec. 19, 2023
Intrinsically
disordered
proteins
(IDPs)
frequently
mediate
phase
separation
that
underlies
the
formation
of
a
biomolecular
condensate.
Together
with
theory
and
experiment,
efficient
coarse-grained
(CG)
simulations
have
been
instrumental
in
understanding
sequence-specific
IDPs.
However,
widely
used
Cα-only
models
are
limited
capturing
peptide
nature
IDPs,
particularly
backbone-mediated
interactions
effects
secondary
structures,
separation.
Here,
we
describe
hybrid
resolution
(HyRes)
protein
model
toward
more
accurate
description
backbone
transient
structures
With
an
atomistic
side
chains,
HyRes
can
semiquantitatively
capture
residue
helical
propensity
overall
chain
dimension
monomeric
Using
GY-23
as
system,
show
is
enough
for
direct
simulation
spontaneous
and,
at
same
time,
appears
to
resolve
single
His
Lys
mutations.
also
successfully
predict
increased
β-structure
condensate,
consistent
available
experimental
CD
data.
We
further
utilize
study
TPD-43,
where
several
disease-related
mutants
conserved
region
(CR)
shown
affect
residual
helicities
modulate
measured
by
saturation
concentration.
The
recapitulate
effect
these
on
helicity
TDP-43
CR.
Analyses
reveal
balance
between
chain-mediated
interactions,
but
not
itself,
actually
determines
propensity.
These
results
support
represents
effective
molecular
IDP
will
help
elucidate
coupling
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: March 16, 2023
Prion-like
low-complexity
domains
(PLCDs)
are
involved
in
the
formation
and
regulation
of
distinct
biomolecular
condensates
that
form
via
coupled
associative
segregative
phase
transitions.
We
previously
deciphered
how
evolutionarily
conserved
sequence
features
drive
separation
PLCDs
through
homotypic
interactions.
However,
typically
encompass
a
diverse
mixture
proteins
with
PLCDs.
Here,
we
combine
simulations
experiments
to
study
mixtures
from
two
RNA
binding
namely,
hnRNPA1
FUS.
find
1:1
A1-LCD
FUS-LCD
undergo
more
readily
than
either
on
their
own.
The
enhanced
driving
forces
for
arise
partly
complementary
electrostatic
interactions
between
proteins.
This
complex
coacervation-like
mechanism
adds
among
aromatic
residues.
Further,
tie
line
analysis
shows
stoichiometric
ratios
different
components
sequence-encoded
jointly
contribute
condensate
formation.
These
results
highlight
expression
levels
might
be
tuned
regulate
vivo
.
Simulations
also
show
organization
within
deviates
expectations
based
random
models.
Instead,
spatial
will
reflect
relative
strengths
versus
heterotypic
uncover
rules
interaction
lengths
modulate
conformational
preferences
molecules
at
interfaces
formed
by
Overall,
our
findings
emphasize
network-like
multicomponent
condensates,
distinctive,
composition-specific
interfaces.Biomolecular
protein
nucleic
acid
organize
biochemical
reactions
cells.
Much
what
know
about
comes
studies
transitions
individual
condensates.
report
archetypal
feature
Our
investigations,
aided
blend
computations
experiments,
governed
interplay
point
can
cells
internal
structures,
compositions,
thus
affording
ways
control
functions