Reshaping Phosphatase Substrate Preference for Controlled Biosynthesis Using a “Design–Build–Test–Learn” Framework
Jiangong Lu,
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Xueqin Lv,
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Wenwen Yu
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et al.
Advanced Science,
Journal Year:
2024,
Volume and Issue:
11(22)
Published: March 19, 2024
Abstract
Biosynthesis
is
the
application
of
enzymes
in
microbial
cell
factories
and
has
emerged
as
a
promising
alternative
to
chemical
synthesis.
However,
natural
with
limited
catalytic
performance
often
need
be
engineered
meet
specific
needs
through
time‐consuming
trial‐and‐error
process.
This
study
presents
quantum
mechanics
(QM)‐incorporated
design–build–test–learn
(DBTL)
framework
rationally
design
phosphatase
BT4131,
an
enzyme
ambiguous
substrate
spectrum
involved
N
‐acetylglucosamine
(GlcNAc)
biosynthesis.
First,
mutant
M1
(L129Q)
designed
using
force
field‐based
methods,
resulting
1.4‐fold
increase
preference
(
k
cat
/
K
m
)
toward
GlcNAc‐6‐phosphate
(GlcNAc6P).
QM
calculations
indicate
that
shift
caused
by
13.59
kcal
mol
−1
reduction
activation
energy.
Furthermore,
iterative
computer‐aided
conducted
stabilize
transition
state.
As
result,
M4
(I49Q/L129Q/G172L)
9.5‐fold
cat‐GlcNAc6P
m‐GlcNAc6P
59%
decrease
cat‐Glc6P
m‐Glc6P
highly
desirable
compared
wild
type
GlcNAc‐producing
chassis.
The
GlcNAc
titer
increases
217.3
g
L
yield
0.597
(g
glucose)
50‐L
bioreactor,
representing
highest
reported
level.
Collectively,
this
DBTL
provides
easy
yet
fascinating
approach
rational
for
industrially
viable
biocatalysts.
Language: Английский
Customizing biocatalysts by reducing ΔG‡: Integrating ground-state destabilization and transition-state stabilization
Chem Catalysis,
Journal Year:
2025,
Volume and Issue:
unknown, P. 101323 - 101323
Published: March 1, 2025
Language: Английский
Biosensor-Assisted Multitarget Gene Fine-Tuning for N-Acetylneuraminic Acid Production in Escherichia coli with Sole Carbon Source Glucose
Journal of Agricultural and Food Chemistry,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 10, 2025
N-Acetylneuraminic
acid
(NeuAc)
is
widely
used
in
the
food
and
medical
industries.
Microbial
fermentation
has
become
one
of
most
important
approaches
for
NeuAc
production.
However,
current
research
on
confronted
with
challenges,
including
high
production
costs,
interference
from
competitive
pathways,
low
conversion
efficiency,
all
which
impede
its
efficient
In
this
study,
an
engineered
Escherichia
coli
capable
utilizing
glucose
as
sole
carbon
source
was
constructed
by
optimizing
utilization
pathway,
redox
balance
NADH/NAD+.
Subsequently,
pathway
genes
were
systematically
upregulated
to
identify
key
target
improving
biosynthesis.
The
gene
cluster
glmSA*-glmM-SeglmU
identified
engineering
target.
To
achieve
multitarget
coordinated
optimization
vivo,
a
highly
responsive
biosensor
developed,
exhibiting
maximum
response
ratio
10.62-fold.
By
construction
random
mutation
libraries
integration
NeuAc-responsive
high-throughput
screening
using
flow
cytometry,
expression
levels
three
synergistically
optimized.
As
result,
NeuAc-producing
strain
A39
successfully
obtained.
3-L
bioreactor,
achieved
titer
58.26
g·L-1
productivity
0.83
g·L-1·h-1,
representing
highest
reported
source.
Language: Английский
Enhancing Substrate Preference of Iridoid Synthase via Focused Polarity-Steric Mutagenesis Scanning
Huifen Yu,
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Cuifang Ye,
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Yong Wang
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et al.
Chem & Bio Engineering,
Journal Year:
2024,
Volume and Issue:
1(10), P. 826 - 835
Published: May 18, 2024
Nepetalactol
serves
as
the
scaffold
for
most
iridoids,
which
exhibit
a
wide
range
of
biological
and
pharmacological
activities.
Iridoid
synthase
(ISY)
plays
crucial
role
in
vivo
synthesis
nepetalactol
from
8-oxogeranial.
However,
substrate
promiscuity
ISY
could
result
deviation
flux
toward
off-target
routes.
In
this
work,
preference
(SP,
ratio
activity
8-oxogeranial
to
geranial)
was
improved
by
directed
evolution.
First,
strategy
focused
polarity-steric
mutagenesis
scanning
(FPSMS)
performed
construct
small
mutant
library
with
NmISY2
Nepeta
mussinii
an
object.
Four
amino
acid
residues
varying
polarity
steric
hindrance,
including
alanine,
aspartic
acid,
serine,
arginine,
were
incorporated
scan
hot
spots.
Consequently,
four
sites
W109,
M217,
K343,
W345
significant
impact
on
found.
Then,
combined
combinatorial
active-site
saturation
test/iterative
(CAST/ISM)
strategy.
As
result,
W345D/K343M/W109Y
(3M+)
obtained
significantly
increased
SP
value
6
8.5
293.1.
Molecular
dynamics
simulations
revealed
that
hindrance
tunnel
played
pivotal
roles
NmISY2.
Notably,
upon
integration
3M+
into
Pichia
pastoris,
de
novo
titer
24.9
times,
reaching
15.8
mg/L.
This
study
offers
strategic
approach
improving
enzymes.
Language: Английский
Multi-method analysis revealed the mechanism of substrate selectivity in NHase: A gatekeeper residue at the activity center
Yiwei Meng,
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Łukasz Pepłowski,
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Tong Wu
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et al.
International Journal of Biological Macromolecules,
Journal Year:
2024,
Volume and Issue:
279, P. 135426 - 135426
Published: Sept. 7, 2024
Language: Английский
Crystal structure and structure-guided tunnel engineering in a bacterial β-1,4-galactosyltransferase
Guocong Luo,
No information about this author
Zhaolin Huang,
No information about this author
Yingying Zhu
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et al.
International Journal of Biological Macromolecules,
Journal Year:
2024,
Volume and Issue:
279, P. 135374 - 135374
Published: Sept. 10, 2024
Language: Английский
Optogenetic control of Corynebacterium glutamicum gene expression
Deng Chen,
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Ruijie Xin,
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Xingjian Li
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et al.
Nucleic Acids Research,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 28, 2024
Abstract
Corynebacterium
glutamicum
is
a
key
industrial
workhorse
for
producing
amino
acids
and
high-value
chemicals.
Balancing
metabolic
flow
between
cell
growth
product
synthesis
crucial
enhancing
production
efficiency.
Developing
dynamic,
broadly
applicable,
minimally
toxic
gene
regulation
tools
C.
remains
challenging,
as
optogenetic
ideal
dynamic
regulatory
strategies
have
not
yet
been
developed.
This
study
introduces
an
advanced
light-controlled
expression
system
using
RNA-binding
proteins
(RBP),
first
glutamicum.
We
established
system,
‘LightOnC.glu’,
utilizing
the
RBP
to
construct
transcription
factors
in
Simultaneously,
we
developed
high-performance
interference
CRISPR/Cpf1
tools.
The
network
was
designed
enable
of
chitin
oligosaccharides
(CHOSs)
chondroitin
sulphate
A
(CSA)
time
Additionally,
bioreactor
constructed,
achieving
CHOSs
concentration
6.2
g/L,
highest
titer
recorded
biosynthesis
date.
Herein,
programmable
light-responsive
genetic
circuit
glutamicum,
advancing
theory
based
on
light
signaling.
breakthrough
has
potential
applications
optimizing
modules
other
chassis
cells
synthesizing
compounds.
Language: Английский