The Journal of Chemical Physics,
Journal Year:
2024,
Volume and Issue:
160(11)
Published: March 21, 2024
The
proper
balancing
of
information
from
experiment
and
theory
is
a
long-standing
problem
in
the
analysis
noisy
incomplete
data.
Viewed
as
Pareto
optimization
problem,
improved
agreement
with
experimental
data
comes
at
expense
growing
inconsistencies
theoretical
reference
model.
Here,
we
propose
how
to
set
exchange
rate
priori
properly
balance
this
trade-off.
We
focus
on
gentle
ensemble
refinement,
where
difference
between
potential
energy
surfaces
refined
models
small
thermal
scale.
By
relating
variance
Kullback-Leibler
divergence
respective
Boltzmann
distributions,
one
can
encode
prior
knowledge
about
uncertainties,
i.e.,
force-field
errors,
rate.
uncertainty
defined
space
observables
depends
their
type
number
thermodynamic
state.
highlight
relation
refinement
free
perturbation
theory.
A
balanced
encoding
increases
quality
transparency
refinement.
Our
findings
extend
non-Boltzmann
becomes
an
information.
Chemical Science,
Journal Year:
2023,
Volume and Issue:
14(35), P. 9427 - 9438
Published: Jan. 1, 2023
Ferroptosis,
an
iron-dependent
cell
death,
plays
a
crucial
role
in
the
pathology
of
Alzheimer's
disease
(AD).
Several
characteristics
AD,
including
excessive
iron
accumulation,
elevated
lipid
peroxide
and
reactive
oxygen
species
(ROS)
levels,
decreased
glutathione
peroxidase
4
(GPX4)
align
with
features
ferroptosis.
While
traditional
methods
inhibiting
ferroptosis
have
centered
on
chelating
Fe
trapping
radicals,
therapeutic
strategies
that
modulate
GPX4
axis
to
mitigate
AD
are
yet
be
explored.
This
report
introduces
naturally
occurring
polyphenols
(PPs)
as
dual-acting
agents
synergistically
alleviate
AD.
The
mechanisms
action
encompass
modulation
amyloid
tau
cascade,
reduction
oxidative
stress,
mitochondrial
rescue,
inhibition
For
first
time,
we
show
single
multifunctional
molecule,
tannic
acid
(TA)
binds
at
activator
site
GPX4,
augmenting
both
its
activity
cellular
providing
conceptually
innovative
integrated
approach
for
treating
via
GPX4-ferroptosis
axis.
ability
TA
enhance
levels
under
conditions
opens
up
newer
promising
avenues
combating
crosstalk
between
Redox Biology,
Journal Year:
2024,
Volume and Issue:
71, P. 103119 - 103119
Published: March 11, 2024
Alzheimer's
disease
(AD)
is
a
neurodegenerative
disorder
characterized
by
the
build-up
of
extracellular
amyloid
β
(Aβ)
plaques
and
intracellular
neurofibrillary
tangles
(NFTs).
Ferroptosis,
an
iron
(Fe)-dependent
form
cell
death
plays
significant
role
in
multifaceted
AD
pathogenesis
through
generation
reactive
oxygen
species
(ROS),
mitochondrial
damage,
lipid
peroxidation,
reduction
glutathione
peroxidase
4
(GPX4)
enzyme
activity
levels.
Aberrant
liquid-liquid
phase
separation
(LLPS)
tau
drives
growth
maturation
NFTs
contributing
to
pathogenesis.
In
this
study,
we
strategically
combined
structural
functional
properties
gallic
acid
(GA)
cyclic
dipeptides
(CDPs)
synthesize
hybrid
molecules
that
effectively
target
both
ferroptosis
toxicity
AD.
This
innovative
approach
marks
paradigm
shift
from
conventional
therapeutic
strategies.
first
report
synthetic
small
molecule
(GCTR)
combats
ferroptosis,
simultaneously
restoring
enzymatic
enhancing
cellular
levels
its
master
regulator,
GPX4.
Further,
GCTR
disrupts
Fe3+-induced
LLPS
tau,
aids
attenuation
abnormal
fibrillization.
The
synergistic
action
combating
toxicity,
bolstered
GPX4
enhancement
modulation
LLPS,
holds
promise
for
development
molecule-based
novel
therapeutics
The Journal of Physical Chemistry A,
Journal Year:
2022,
Volume and Issue:
126(35), P. 5985 - 6003
Published: Aug. 28, 2022
The
power
of
structural
information
for
informing
biological
mechanisms
is
clear
stable
folded
macromolecules,
but
similar
structure-function
insight
more
difficult
to
obtain
highly
dynamic
systems
such
as
intrinsically
disordered
proteins
(IDPs)
which
must
be
described
ensembles.
Here,
we
present
IDPConformerGenerator,
a
flexible,
modular
open-source
software
platform
generating
large
and
diverse
ensembles
protein
states
that
builds
conformers
obey
geometric,
steric,
other
physical
restraints
on
the
input
sequence.
IDPConformerGenerator
samples
backbone
phi
(φ),
psi
(ψ),
omega
(ω)
torsion
angles
relevant
sequence
fragments
from
loops
secondary
structure
elements
extracted
structures
in
RCSB
Protein
Data
Bank
side
chains
robust
Monte
Carlo
algorithms
using
expanded
rotamer
libraries.
has
many
user-defined
options
enabling
variable
fractional
sampling
structures,
supports
Bayesian
models
assessing
agreement
IDP
consistency
with
experimental
data,
introduces
machine
learning
approach
transform
between
internal
Cartesian
coordinates
reduced
error.
will
facilitate
characterization
ultimately
provide
insights
into
these
have
key
functions.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Sept. 25, 2023
Abstract
Eukaryotic
gene
regulation
and
pre-mRNA
transcription
depend
on
the
carboxy-terminal
domain
(CTD)
of
RNA
polymerase
(Pol)
II.
Due
to
its
highly
repetitive,
intrinsically
disordered
sequence,
CTD
enables
clustering
phase
separation
Pol
The
molecular
interactions
that
drive
II
are
unclear.
Here,
we
show
multivalent
involving
tyrosine
impart
temperature-
concentration-dependent
self-coacervation
CTD.
NMR
spectroscopy,
ensemble
calculations
all-atom
dynamics
simulations
demonstrate
presence
diverse
tyrosine-engaging
interactions,
including
tyrosine-proline
contacts,
in
condensed
states
human
other
low-complexity
proteins.
We
further
network
is
responsible
for
co-recruitment
Mediator
complex
during
separation.
Our
work
advances
understanding
driving
forces
thus
provides
basis
better
understand
CTD-mediated
eukaryotic
transcription.
JACS Au,
Journal Year:
2023,
Volume and Issue:
3(3), P. 834 - 848
Published: Feb. 24, 2023
Biomolecular
condensation
is
involved
in
various
cellular
processes;
therefore,
regulation
of
crucial
to
prevent
deleterious
protein
aggregation
and
maintain
a
stable
environment.
Recently,
class
highly
charged
proteins,
known
as
heat-resistant
obscure
(Hero)
was
shown
protect
other
client
proteins
from
pathological
aggregation.
However,
the
molecular
mechanisms
by
which
Hero
remain
unknown.
In
this
study,
we
performed
multiscale
dynamics
(MD)
simulations
Hero11,
protein,
C-terminal
low-complexity
domain
(LCD)
transactive
response
DNA-binding
43
(TDP-43),
under
conditions
examine
their
interactions
with
each
other.
We
found
that
Hero11
permeates
into
condensate
formed
LCD
TDP-43
(TDP-43-LCD)
induces
changes
conformation,
intermolecular
interactions,
TDP-43-LCD.
also
examined
possible
structures
atomistic
coarse-grained
MD
higher
fraction
disordered
region
tends
assemble
on
surface
condensates.
Based
simulation
results,
have
proposed
three
for
Hero11's
regulatory
function:
(i)
dense
phase,
TDP-43-LCD
reduces
contact
shows
faster
diffusion
decondensation
due
repulsive
Hero11-Hero11
interactions.
(ii)
dilute
saturation
concentration
increased,
its
conformation
relatively
more
extended
variant,
induced
attractive
Hero11-TDP-43-LCD
(iii)
small
condensates
can
contribute
avoiding
fusion
The
provide
new
insights
biomolecular
cells
conditions.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Feb. 16, 2023
Abstract
Cryogenic
electron
microscopy
has
revealed
unprecedented
molecular
insight
into
the
conformations
of
β-sheet-rich
protein
amyloids
linked
to
neurodegenerative
diseases.
It
remains
unknown
how
a
can
adopt
diversity
folds
and
form
multiple
distinct
fibrillar
structures.
Here
we
develop
an
in
silico
alanine
scan
method
estimate
relative
energetic
contribution
each
amino
acid
amyloid
assembly.
We
apply
our
twenty-seven
ex
vivo
vitro
fibril
structural
polymorphs
microtubule-associated
tau.
uncover
networks
energetically
important
interactions
involving
amyloid-forming
motifs
that
stabilize
different
folds.
evaluate
predictions
cellular
aggregation
assays.
Using
machine
learning
approach,
classify
structures
based
on
residue
energetics
identify
distinguishing
unifying
features.
Our
profiling
suggests
minimal
sequence
elements
control
stability
tau
fibrils,
allowing
future
design
sequences
fold
unique
Journal of Chemical Theory and Computation,
Journal Year:
2024,
Volume and Issue:
20(5), P. 2246 - 2260
Published: Feb. 16, 2024
Single-stranded
RNA
(ssRNA)
plays
a
major
role
in
the
flow
of
genetic
information–most
notably,
form
messenger
(mRNA)–and
regulation
biological
processes.
The
highly
dynamic
nature
chains
unpaired
nucleobases
challenges
structural
characterizations
ssRNA
by
experiments
or
molecular
dynamics
(MD)
simulations
alike.
Here,
we
use
hierarchical
chain
growth
(HCG)
to
construct
ensembles
chains.
HCG
assembles
structures
protein
and
nucleic
acid
from
fragment
libraries
created
MD
simulations.
Applied
homo-
heteropolymeric
ssRNAs
different
lengths,
find
that
produces
overall
are
good
agreement
with
diverse
experiments,
including
nuclear
magnetic
resonance
(NMR),
small-angle
X-ray
scattering
(SAXS),
single-molecule
Förster
energy
transfer
(FRET).
can
be
further
improved
ensemble
refinement
using
Bayesian
inference
(BioEn).
also
used
assemble
combine
base-paired
base-unpaired
regions,
as
illustrated
for
5′
untranslated
region
(UTR)
SARS-CoV-2
RNA.
Current Opinion in Structural Biology,
Journal Year:
2022,
Volume and Issue:
78, P. 102501 - 102501
Published: Dec. 1, 2022
Disordered
proteins
and
nucleic
acids
play
key
roles
in
cellular
function
disease.
Here,
we
review
recent
advances
the
computational
exploration
of
conformational
dynamics
flexible
biomolecules.
While
atomistic
molecular
(MD)
simulation
has
seen
a
lot
improvement
years,
large-scale
computing
resources
careful
validation
are
required
to
simulate
full-length
disordered
biopolymers
solution.
As
computationally
efficient
alternative,
hierarchical
chain
growth
(HCG)
combines
pre-sampled
fragments
statistically
reproducible
manner
into
ensembles
atomically
detailed
biomolecular
structures.
Experimental
data
can
be
integrated
during
after
assembly.
Applications
neurodegeneration-linked
α-synuclein,
tau,
TDP-43,
including
as
condensate,
illustrate
use
HCG.
We
conclude
by
highlighting
emerging
connections
AI-based
structural
modeling
AlphaFold2.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: March 23, 2023
Abstract
Amyloid
deposition
of
the
microtubule-associated
protein
tau
is
associated
with
neurodegenerative
diseases.
In
frontotemporal
dementia
abnormal
(FTD-tau),
missense
mutations
in
enhance
its
aggregation
propensity.
Here
we
describe
structural
mechanism
for
how
an
FTD-tau
S320F
mutation
drives
spontaneous
aggregation,
integrating
data
from
vitro,
silico
and
cellular
experiments.
We
find
that
stabilizes
a
local
hydrophobic
cluster
which
allosterically
exposes
306
VQIVYK
311
amyloid
motif
;
identify
suppressor
destabilizes
S320F-based
clustering
reversing
phenotype
vitro
cells;
computationally
engineer
spontaneously
aggregating
sequences
through
optimizing
nonpolar
clusters
surrounding
S320
position.
uncover
regulating
balances
contacts
long-range
interactions
sequester
motifs.
Understanding
this
process
may
permit
control
into
polymorphs
to
aid
design
reagents
targeting
disease-specific
conformations.
Proceedings of the National Academy of Sciences,
Journal Year:
2023,
Volume and Issue:
120(30)
Published: July 17, 2023
Short-range
interactions
and
long-range
contacts
drive
the
3D
folding
of
structured
proteins.
The
proteins'
structure
has
a
direct
impact
on
their
biological
function.
However,
nearly
40%
eukaryotes
proteome
is
composed
intrinsically
disordered
proteins
(IDPs)
protein
regions
that
fluctuate
between
ensembles
numerous
conformations.
Therefore,
to
understand
function,
it
critical
depict
how
structural
ensemble
statistics
correlate
IDPs'
amino
acid
sequence.
Here,
using
small-angle
X-ray
scattering
time-resolved
Förster
resonance
energy
transfer
(trFRET),
we
study
intramolecular
heterogeneity
neurofilament
low
tail
domain
(NFLt).
Using
theoretical
results
polymer
physics,
find
Flory
scaling
exponent
NFLt
subsegments
correlates
linearly
with
net
charge,
ranging
from
ideal
self-avoiding
chains.
Surprisingly,
measuring
same
segments
in
context
whole
protein,
regardless
peptide
sequence,
segments'
are
more
expanded
than
when
measured
independently.
Our
findings
show
while
physics
can,
some
level,
relate
IDP's
sequence
its
conformations,
distant
acids
play
crucial
role
determining
structures.
This
emphasizes
necessity
advanced
theories
fully
describe
IDPs
hope
will
allow
us
model