bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 12, 2023
Summary
Clustered
regularly
interspaced
short
palindromic
repeats
(CRISPR)-associated
endonucleases
have
revolutionized
biotechnology
for
their
potential
as
programmable
genome
editors.
Yet,
most
natural
nucleases
and
variants
limitations.
Here,
we
report
a
fully
synthetic
CRISPR-associated
(Cas)
nuclease
(α-synCas)
designed
by
Ancestral
Sequence
Reconstruction
(ASR)
that
displays
set
of
robust
distinct
targeting
properties,
not
found
in
any
other
known
CRISPR-Cas
Class
2
system.
We
show
α-synCas
is
PAMless
able
to
catalyse
RNA-guided,
specific
cleavage
dsDNA,
ssDNA
ssRNA.
The
enzyme
also
capable
sequence-nonspecific
degradation
ssRNA
following
activation
complementary
targets.
Furthermore,
exhibits
editing
activity
human
cells
bacteria.
Cryo-electron
microscopy
structures
ternary
quaternary
complexes
provide
framework
understand
the
structural
basis
its
expanded
enzymatic
activities.
capability
multimodal
virtually
nucleic
acid
sequence
distinguishes
promising
new
tool
extend
current
CRISPR-based
technologies.
Chemical Reviews,
Journal Year:
2024,
Volume and Issue:
124(16), P. 9580 - 9608
Published: July 2, 2024
Over
20
years
ago,
the
pyrrolysine
encoding
translation
system
was
discovered
in
specific
archaea.
Our
Review
provides
an
overview
of
how
once
obscure
pyrrolysyl-tRNA
synthetase
(PylRS)
tRNA
pair,
originally
responsible
for
accurately
translating
enzymes
crucial
methanogenic
metabolic
pathways,
laid
foundation
burgeoning
field
genetic
code
expansion.
primary
focus
is
discussion
to
successfully
engineer
PylRS
recognize
new
substrates
and
exhibit
higher
Artificial
metalloenzymes
(ArMs)
have
emerged
as
a
promising
avenue
in
the
field
of
biocatalysis,
offering
new
reactivity.
However,
their
design
remains
challenging
due
to
limited
understanding
protein
dynamics
and
how
introduced
cofactors
alter
scaffold
structure.
Here
we
present
structures
catalytic
activity
novel
copper
ArMs
capable
(
Catalysts,
Journal Year:
2025,
Volume and Issue:
15(1), P. 61 - 61
Published: Jan. 11, 2025
Efficient
and
sustainable
catalytic
processes
are
crucial
for
advancing
green
chemical
manufacturing.
Here,
we
describe
the
synthesis
of
novel
silver
artificial
metalloenzymes
in
colloidal
form
aqueous
media
room
temperature.
The
strategy
is
based
on
situ
generation
nanoparticles
by
a
genetically
modified
Geobacillus
thermocatenulatus
lipase
(GTL)
active
site
as
an
inducer
scaffold
protein,
producing
enzyme–Ag
bioconjugate.
Using
structural
analysis
formation
XRD
UV
spectra,
found
Ag2O
species
with
around
11
nm
average
diameter
size.
Gel
filtration
chromatography
demonstrated
presence
single
protein
molecules
bioconjugates,
although
were
initially
formed
cysteine
coordination
but
later
other
parts
(five
AgNPs
per
molecules,
which
concordance
size).
enzyme
structure
was
altered
after
nanoparticle
Ag-S
interaction,
observed
fluorescence
analysis.
This
new
showed
reductive
activity
against
p-nitrophenol
to
p-amino
high
conversion
>
99%
reduction
acetophenone
phenylethanol,
enantioselective
quite
moderate
higher
water
that
co-solvents.
Finally,
oxidase-like
evaluated
direct
oxidation
phenylethanol
water,
obtained
at
23%
yield
ketone
60
h.
Biomolecules and Biomedicine,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 14, 2025
Artificial
intelligence
(AI)
has
become
a
powerful
tool
in
biochemistry,
greatly
enhancing
research
capabilities
by
enabling
the
analysis
of
complex
datasets,
predicting
molecular
interactions,
and
accelerating
drug
discovery.
As
AI
continues
to
evolve,
its
applications
biochemistry
are
poised
expand,
revolutionizing
both
theoretical
applied
research.
This
review
explores
current
potential
with
focus
on
data
analysis,
modeling,
enzyme
engineering,
metabolic
pathway
studies.
Key
techniques—such
as
machine
learning
algorithms,
natural
language
processing,
AI-based
modeling—are
discussed.
The
also
highlights
emerging
areas
benefiting
from
AI,
including
personalized
medicine
synthetic
biology.
methodology
involves
an
extensive
existing
literature,
particularly
peer-reviewed
studies
biochemistry.
AI-driven
tools
like
AlphaFold,
which
have
significantly
advanced
protein
structure
prediction,
evaluated
alongside
AI’s
role
expediting
addresses
challenges
such
quality,
model
interpretability,
ethical
considerations.
Results
indicate
that
expanded
scope
biochemical
facilitating
large-scale
simulations,
opening
new
avenues
inquiry.
However,
remain,
handling
concerns.
In
conclusion,
is
transforming
driving
innovation
expanding
possibilities.
Future
advancements
interdisciplinary
collaboration,
integration
automated
techniques
will
be
crucial
fully
unlocking
advancing
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 12, 2025
Abstract
Developing
artificial
enzymes
is
challenging
because
it
requires
precise
design
of
active
sites
with
well-arranged
amino
acid
residues.
Histidine-rich
oligopeptides
have
been
recently
shown
to
exhibit
peroxidase-mimetic
activities,
but
their
catalytic
function
relies
on
maintaining
unique
supramolecular
structures.
This
work
demonstrates
the
a
specific
array
histidine
residues
internal
surface
ferritin
cage
as
an
center
for
catalysis.
The
crystal
structures
mutants
revealed
histidine-histidine
interactions,
forming
well-defined
clusters
(His-clusters).
These
activities
by
oxidizing
3,3’,5,
5’-tetramethylbenzidine
(TMB)
in
presence
hydrogen
peroxide.
Molecular
dynamics
simulations
further
highlight
co-localization
TMB
and
peroxide
at
histidine-rich
clusters,
indicating
that
confined
environment
enhances
interactions.
study
presents
simple
yet
effective
approach
cofactor-free
enzymes,
paving
way
innovations
bioinspired
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 14, 2025
Abstract
Enzymes
largely
exist
in
various
oligomeric
states,
but
monomeric
enzymes
are
more
conducive
to
industrial
applications.
Converting
an
enzyme
into
active
monomer
is
a
significant
challenge.
In
this
study,
we
present
de
novo
design
strategy
convert
fluoroacetate
dehalogenase
(FAcD)
from
its
native
dimeric
form
monomer.
Using
the
AI-based
method
ProteinMPNN,
identified
critical
protein-protein
interaction
(PPI)
sites
at
dimer
interface.
ArDCA,
another
AI
tool,
was
employed
pinpoint
catalytic
hotspots.
Six
mutants,
Mu1-Mu6
,
were
designed.
Molecular
dynamics
(MD)
simulations,
coupled
with
mass
spectrometry,
confirmed
that
these
mutants
stable
monomers.
The
pre-reaction
state
(PRS)
model
predicted
three
of
exhibited
activity.
particular,
Mu5
11
mutations
wild-type,
have
high
activity,
and
subsequently
by
kinetics
experiment,
k
cat
672.2
min
-1
T
50
30
>
100
°C,
comparable
wild-type
(
=
676.3
84
°C).
Notably,
Y149M
mutation
increased
activity
nearly
forty-fold,
demonstrating
effectiveness
our
strategy.
Biomimetics,
Journal Year:
2023,
Volume and Issue:
8(5), P. 447 - 447
Published: Sept. 21, 2023
Reactive
oxygen
species
are
implicated
in
several
human
diseases,
including
neurodegenerative
disorders,
cardiovascular
dysfunction,
inflammation,
hereditary
and
ageing.
Mn
This
chapter
addresses
the
main
issues
related
to
reliability
and
challenges
in
development
of
biosensors
by
scientific
community,
limitations
going
beyond
frontiers
laboratory
bench
reaching
market.
We
discuss
concern
biological
recognition
element,
obstacles
be
overcome
matter
involving
transduction
superficiality
analytical
evaluation
their
commercialization.