Assessing the relation between protein phosphorylation, AlphaFold3 models and conformational variability
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 18, 2025
Abstract
Proteins
perform
diverse
functions
critical
to
cellular
processes.
Transitions
between
functional
states
are
often
regulated
by
post-translational
modifications
(PTMs)
such
as
phosphorylation,
which
dynamically
influence
protein
structure,
function,
folding,
and
interactions.
Dysregulation
of
PTMs
can
therefore
contribute
diseases
cancer
Alzheimer’s.
However,
the
structure-function
relationship
proteins
their
remains
poorly
understood
due
a
lack
experimental
structural
data,
inherent
diversity
PTMs,
dynamic
nature
proteins.
Recent
advances
in
deep
learning,
particularly
AlphaFold,
have
transformed
structure
prediction
with
near-experimental
accuracy.
it
unclear
whether
these
models
effectively
capture
PTM-driven
conformational
changes,
those
induced
phosphorylation.
Here,
we
systematically
evaluated
AlphaFold
(AF2,
AF3-non
phospho,
AF3-phospho)
assess
ability
predict
phosphorylation-induced
diversity.
By
analysing
experimentally
derived
ensembles,
found
that
all
predominantly
aligned
dominant
states,
failing
phosphorylation-specific
conformations.
Despite
its
phosphorylation-aware
design,
AF3-phospho
predictions
provided
only
modest
improvement
over
AF2
phospho
predictions.
Our
findings
highlight
key
challenges
modelling
landscapes
underscore
need
for
more
adaptable
frameworks
capable
capturing
modification-induced
variability.
Language: Английский
A “Knob Switch” Model for the Phosphoregulatory Mechanism of KCC3 at the Carboxy-Terminal Domain
Xiaoli Lu,
No information about this author
Jing Xue,
No information about this author
Qiang Zhou
No information about this author
et al.
Biochemistry,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 26, 2025
Phosphorylation
is
a
reversible
post-translational
modification
that
can
modulate
protein
function.
For
example,
phosphorylation
modifications
of
solute
carrier
family
12
(SLC12)
proteins
function
as
molecular
switches
precisely
regulate
cation–chloride
ion
transport.
Elucidating
the
phosphoregulatory
mechanism
SLC12
at
carboxy-terminal
domain
(CTD)
through
structural
determination
approaches
remains
challenging
due
to
domain's
disordered
and
flexible
nature.
In
this
study,
dynamics
(MD)
simulations
enhanced
sampling
techniques
were
employed
investigate
CTD
SLC12A6
(also
known
KCC3).
Atomistic
MD
metadynamics
revealed
dephosphorylation
residues
T940
T997
stabilizes
favorable
state
"switches
on"
solvent
accessibility
inward-facing
pocket.
Meanwhile,
induces
distinct
orientations
CTD,
transitioning
dimer
into
another
off"
accessibility.
The
alteration
in
pocket
influences
water
dynamics.
Based
on
these
findings,
we
propose
"knob
switch"
model
illustrate
how
regulates
transport
KCC3.
Language: Английский
Coarse-Grained Simulations of Phosphorylation Regulation of p53 Autoinhibition
Shrishti Barethiya,
No information about this author
Samantha Schultz,
No information about this author
Yumeng Zhang
No information about this author
et al.
Biochemistry,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 18, 2025
Intrinsically
disordered
proteins
(IDPs)
are
key
components
of
cellular
signaling
and
regulatory
networks.
They
frequently
remain
dynamic
even
in
complexes
thus
rely
on
potentially
subtle
shifts
the
conformational
ensemble
for
function.
Understanding
molecular
basis
these
fascinating
mechanisms
IDP
function
regulation
requires
a
detailed
characterization
ensembles
various
biologically
relevant
states.
Here,
we
study
phosphorylation
dependence
interaction
between
N-terminal
transactivation
domain
(NTAD)
DNA-binding
(DBD)
tumor
suppressor
p53,
which
plays
role
autoinhibition
p53
activation
or
termination
during
stages
stress
response.
By
extending
hybrid-resolution
(HyRes)
coarse-grained
(CG)
protein
force
field
to
model
phosphorylated
side
chains,
show
that
HyRes
simulations
accurately
recapitulate
effects
NTAD/DBD
interactions.
The
simulated
Thr55
as
well
Ser46
enhances
interactions
further
induces
promote
trans
two
dimers
drive
dissociation
from
DNA.
These
CG
provide
strong
support
previous
experimental
studies
suggesting
central
domains
p53.
success
this
also
suggests
provides
an
efficient
viable
tool
studying
post-translational
modifications
regulation.
Language: Английский
nP-Collabs: Investigating Counterion-Mediated Bridges in the Multiply Phosphorylated Tau-R2 Repeat
Journal of Chemical Information and Modeling,
Journal Year:
2024,
Volume and Issue:
64(16), P. 6570 - 6582
Published: Aug. 2, 2024
Tau
is
an
intrinsically
disordered
(IDP)
microtubule-associated
protein
(MAP)
that
plays
a
key
part
in
microtubule
assembly
and
organization.
The
function
of
tau
can
be
regulated
by
multiple
phosphorylation
sites.
These
post-translational
modifications
are
known
to
decrease
the
binding
affinity
for
microtubules,
abnormal
patterns
involved
Alzheimer's
disease.
Using
all-atom
molecular
dynamics
simulations,
we
compared
conformational
landscapes
explored
R2
repeat
domain
(which
comprises
strong
tubulin
site)
its
native
state
with
phosphorylations
on
S285,
S289,
S293
residues,
four
different
standard
force
field
(FF)/water
model
combinations.
We
find
parameters
used
phosphate
groups
more
or
less
flexible)
these
FFs
specific
interactions
between
bulk
cations
water
lead
formation
type
counterion
bridge,
termed
Language: Английский
Progress in Lactate Metabolism and Its Regulation via Small Molecule Drugs
Jin Liu,
No information about this author
Feng Zhou,
No information about this author
Yang Tang
No information about this author
et al.
Molecules,
Journal Year:
2024,
Volume and Issue:
29(23), P. 5656 - 5656
Published: Nov. 29, 2024
Lactate,
once
viewed
as
a
byproduct
of
glycolysis
and
metabolic
“waste”,
is
now
recognized
an
energy-providing
substrate
signaling
molecule
that
modulates
cellular
functions
under
pathological
conditions.
The
discovery
histone
lactylation
in
2019
marked
paradigm
shift,
with
subsequent
studies
revealing
lactate
can
undergo
both
non-histone
proteins,
implicating
it
the
pathogenesis
various
diseases,
including
cancer,
liver
fibrosis,
sepsis,
ischemic
stroke,
acute
kidney
injury.
Aberrant
metabolism
associated
disease
onset,
its
levels
predict
outcomes.
Targeting
production,
transport,
may
offer
therapeutic
potential
for
multiple
yet
systematic
summary
small
molecules
modulating
diseases
lacking.
This
review
outlines
sources
clearance
lactate,
well
roles
myocardial
infarction,
injury,
summarizes
effects
on
regulation.
It
aims
to
provide
reference
direction
future
research.
Language: Английский