bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 20, 2024
Biomolecular
condensates,
formed
through
liquid-liquid
phase
separation,
play
wide-ranging
roles
in
cellular
compartmentalization
and
biological
processes.
However,
their
transition
from
a
functional
liquid-like
into
solid-like
state
-
usually
termed
as
condensate
ageing
represents
hallmark
associated
with
the
onset
of
multiple
neurodegenerative
diseases.
In
this
study,
we
design
computational
pipeline
to
explore
potential
candidates,
form
small
peptides,
regulate
kinetics
biomolecular
condensates.
By
combining
equilibrium
non-equilibrium
simulations
sequence-dependent
residue-resolution
force
field,
investigate
impact
peptide
insertion
different
composition,
patterning,
net
charge
diagram
archetypal
proteins
driving
ageing:
TDP-43
FUS.
We
reveal
that
peptides
composed
by
specific
balance
aromatic
charged
residues
can
substantially
decelerate
up
two
orders
magnitude.
The
mechanism
is
controlled
density
reduction
induced
self-repulsive
electrostatic
interactions
specifically
target
protein
regions
prone
cross-beta-sheet
fibrils.
Our
work
proposes
an
efficient
framework
rapidly
scan
molecule
develop
novel
pathways
for
controlling
transitions
relevant
disease
prevention.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: March 1, 2024
Abstract
Material
properties
of
phase-separated
biomolecular
condensates,
enriched
with
disordered
proteins,
dictate
many
cellular
functions.
Contrary
to
the
progress
made
in
understanding
sequence-dependent
phase
separation
little
is
known
about
sequence
determinants
condensate
material
properties.
Using
hydropathy
scale
and
Martini
models,
we
computationally
decipher
these
relationships
for
charge-rich
protein
condensates.
Our
computations
yield
dynamical,
rheological,
interfacial
condensates
that
are
quantitatively
comparable
experimentally
characterized
Interestingly,
find
model
natural
proteins
respond
similarly
charge
segregation,
despite
different
compositions.
Molecular
interactions
within
closely
resemble
those
single-chain
ensembles.
Consequently,
strongly
correlate
molecular
contact
dynamics
structural
We
demonstrate
potential
harness
characteristics
predicting
engineering
functional
insights
from
dilute
Chemical Reviews,
Journal Year:
2024,
Volume and Issue:
124(13), P. 8550 - 8595
Published: June 17, 2024
Biomolecular
condensates,
formed
through
phase
separation,
are
upending
our
understanding
in
much
of
molecular,
cell,
and
developmental
biology.
There
is
an
urgent
need
to
elucidate
the
physicochemical
foundations
behaviors
properties
biomolecular
condensates.
Here
we
aim
fill
this
by
writing
a
comprehensive,
critical,
accessible
review
on
fundamental
aspects
phase-separated
We
introduce
relevant
theoretical
background,
present
basis
for
computation
experimental
measurement
condensate
properties,
give
mechanistic
interpretations
terms
interactions
at
molecular
residue
levels.
ACS Central Science,
Journal Year:
2025,
Volume and Issue:
11(2), P. 302 - 321
Published: Feb. 11, 2025
Biomolecular
condensates
composed
of
highly
charged
biomolecules,
such
as
DNA,
RNA,
chromatin,
and
nucleic-acid
binding
proteins,
are
ubiquitous
in
the
cell
nucleus.
The
biophysical
properties
these
charge-rich
largely
regulated
by
electrostatic
interactions.
Residue-resolution
coarse-grained
models
that
describe
solvent
ions
implicitly
widely
used
to
gain
mechanistic
insights
into
condensates,
offering
transferability,
computational
efficiency,
accurate
predictions
for
multiple
systems.
However,
their
predictive
accuracy
diminishes
due
implicit
treatment
ions.
Here,
we
present
Mpipi-Recharged,
a
residue-resolution
model
improves
description
charge
effects
biomolecular
containing
disordered
multidomain
and/or
single-stranded
RNAs.
Mpipi-Recharged
introduces
pair-specific
asymmetric
Yukawa
potential,
informed
atomistic
simulations.
We
show
this
coarse-graining
forces
captures
intricate
effects,
blockiness,
stoichiometry
variations
complex
coacervates,
modulation
salt
concentration,
without
requiring
explicit
solvation.
provides
excellent
agreement
with
experiments
predicting
phase
behavior
condensates.
Overall,
tools
available
investigate
physicochemical
mechanisms
regulating
enhancing
scope
computer
simulations
field.
Advanced Science,
Journal Year:
2023,
Volume and Issue:
10(25)
Published: June 29, 2023
Maturation
of
functional
liquid-like
biomolecular
condensates
into
solid-like
aggregates
has
been
linked
to
the
onset
several
neurodegenerative
disorders.
Low-complexity
aromatic-rich
kinked
segments
(LARKS)
contained
in
numerous
RNA-binding
proteins
can
promote
aggregation
by
forming
inter-protein
β-sheet
fibrils
that
accumulate
over
time
and
ultimately
drive
liquid-to-solid
transition
condensates.
Here,
atomistic
molecular
dynamics
simulations
are
combined
with
sequence-dependent
coarse-grained
models
various
resolutions
investigate
role
LARKS
abundance
position
within
amino
acid
sequence
maturation
Remarkably,
tail-located
display
much
higher
viscosity
than
those
which
placed
toward
center.
Yet,
at
very
long
timescales,
a
single
LARKS-independently
its
location-can
still
relax
form
high
viscous
liquid
However,
phase-separated
containing
two
or
more
become
kinetically
trapped
due
formation
percolated
networks
gel-like
behavior.
Furthermore,
as
work
case
example,
they
demonstrate
how
shifting
location
LARKS-containing
low-complexity
domain
FUS
protein
center
effectively
precludes
accumulation
FUS-RNA
condensates,
maintaining
behavior
without
ageing.
Communications Chemistry,
Journal Year:
2024,
Volume and Issue:
7(1)
Published: July 3, 2024
Biomolecular
condensates
are
phase
separated
systems
that
play
an
important
role
in
the
spatio-temporal
organisation
of
cells.
Their
distinct
physico-chemical
nature
offers
a
unique
environment
for
chemical
reactions
to
occur.
The
compartmentalisation
is
also
believed
be
central
development
early
life.
To
demonstrate
how
molecular
dynamics
may
used
capture
condensates,
here
we
perform
reactive
simulations
using
coarse-grained
Martini
forcefield.
We
focus
on
formation
rings
benzene-1,3-dithiol
inside
synthetic
peptide-based
condensate,
and
find
ring
size
distribution
shifts
larger
macrocycles
compared
when
reaction
takes
place
aqueous
environment.
Moreover,
rates
noticeably
increased
peptides
simultaneously
undergo
separation,
hinting
act
as
chaperones
recruiting
molecules
hubs.
Journal of the American Chemical Society,
Journal Year:
2024,
Volume and Issue:
146(28), P. 19555 - 19565
Published: July 4, 2024
Gelation
of
protein
condensates
formed
by
liquid–liquid
phase
separation
occurs
in
a
wide
range
biological
contexts,
from
the
assembly
biomaterials
to
formation
fibrillar
aggregates,
and
is
therefore
interest
for
biomedical
applications.
Soluble-to-gel
(sol–gel)
transitions
are
controlled
through
macroscopic
processes
such
as
changes
temperature
or
buffer
composition,
resulting
bulk
conversion
liquid
droplets
into
microgels
within
minutes
hours.
Using
microscopy
mass
spectrometry,
we
show
that
an
engineered
mini-spidroin
(NT2repCTYF)
undergo
spontaneous
sol–gel
transition
loss
exchange
proteins
between
soluble
condensed
phase.
This
feature
enables
us
specifically
trap
silk-domain-tagged
target
spidroin
microgels.
Surprisingly,
laser
pulses
trigger
near-instant
gelation.
By
loading
with
fluorescent
dyes
drugs,
can
control
wavelength
at
which
gelation
triggered.
Fluorescence
reveals
laser-induced
significantly
further
increases
partitioning
molecules
condensates.
In
summary,
our
findings
demonstrate
direct
individual
condensates,
opening
new
avenues
functional
structural
characterization.
The Journal of Chemical Physics,
Journal Year:
2024,
Volume and Issue:
161(4)
Published: July 24, 2024
The
last
generation
of
four
center
non-polarizable
models
water
can
be
divided
into
two
groups:
those
reproducing
the
dielectric
constant
water,
as
OPC,
and
significantly
underestimating
its
value,
TIP4P/2005.
To
evaluate
global
performance
OPC
TIP4P/2005,
we
shall
follow
test
proposed
by
Vega
Abascal
in
2011
evaluating
about
40
properties
to
fairly
address
this
comparison.
liquid–vapor
liquid–solid
equilibria
are
computed,
well
heat
capacities,
isothermal
compressibilities,
surface
tensions,
densities
different
ice
polymorphs,
density
maximum,
equations
state
at
high
pressures,
transport
properties.
General
aspects
phase
diagram
considered
comparing
ratios
temperatures
(namely,
temperature
maximum
density,
melting
hexagonal
ice,
critical
temperature).
final
scores
7.2
for
TIP4P/2005
6.3
OPC.
results
work
strongly
suggest
that
have
reached
limit
what
achieved
with
attempt
reproduce
experimental
deteriorates
force
field.
reason
is
depends
on
surfaces
(potential
energy
dipole
moment
surfaces),
whereas
absence
an
electric
field,
all
determined
simply
from
just
one
(the
potential
surface).
consequences
choice
model
modeling
electrolytes
also
discussed.
Journal of Chemical Theory and Computation,
Journal Year:
2024,
Volume and Issue:
20(15), P. 6881 - 6889
Published: July 30, 2024
Biomolecules
composed
of
a
limited
set
chemical
building
blocks
can
colocalize
into
distinct,
spatially
segregated
compartments
known
as
biomolecular
condensates.
While
many
condensates
are
to
form
spontaneously
via
phase
separation,
it
has
been
unclear
how
immiscible
with
precisely
controlled
molecular
compositions
assemble
from
small
number
blocks.
We
address
this
question
by
establishing
connection
between
the
specificity
interactions
and
thermodynamic
stability
coexisting
By
computing
minimum
interaction
required
target
compositions,
we
show
design
heteropolymer
mixtures
that
produce
compositionally
complex
using
only
monomer
types.
Our
results
provide
insight
compositional
arises
in
naturally
occurring
multicomponent
demonstrate
rational
algorithm
for
engineering
artificial
simple
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: July 27, 2024
Biomolecular
condensates
composed
of
highly
charged
biomolecules
like
DNA,
RNA,
chromatin,
and
nucleic-acid
binding
proteins
are
ubiquitous
in
the
cell
nucleus.
The
biophysical
properties
these
charge-rich
largely
regulated
by
electrostatic
interactions.
Residue-resolution
coarse-grained
models
that
describe
solvent
ions
implicitly
widely
used
to
gain
mechanistic
insights
into
condensates,
offering
transferability,
computational
efficiency,
accurate
predictions
for
many
systems.
However,
their
predictive
accuracy
diminishes
due
implicit
treatment
ions.
Here,
we
present
Mpipi-Recharged
model,
a
residue-resolution
model
improves
description
charge
effects
biomolecular
containing
disordered
proteins,
multi-domain
and/or
RNAs.
maintains
efficiency
its
predecessor—the
Mpipi
model—by
still
treating
implicitly,
but
incorporating
pair-specific
asymmetric
potential
informed
atomistic
simulations
explicit
We
show
such
coarse-graining
forces
is
needed
recapitulate
stronger
mean-field
impact
associative
interactions
between
opposite-charge
pairs
over
repulsion
among
equally
revealed
our
simulations.
shows
excellent
agreement
with
experimental
phase
behavior
systems,
capturing
subtle
challenging
without
solvation,
as
blockiness,
stoichiometry
changes,
salt
concentration
variation.
By
improved
extends
tools
available
investigate
physicochemical
mechanisms
regulating
condensates.