Cell Reports Medicine,
Journal Year:
2024,
Volume and Issue:
5(8), P. 101668 - 101668
Published: Aug. 1, 2024
We
describe
the
molecular-level
composition
of
polyclonal
immunoglobulin
G
(IgG)
anti-spike
antibodies
from
ancestral
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2)
infection,
vaccination,
or
their
combination
("hybrid
immunity")
at
monoclonal
resolution.
Infection
primarily
triggers
S2/N-terminal
domain
(NTD)-reactive
antibodies,
whereas
vaccination
mainly
induces
anti-receptor-binding
(RBD)
antibodies.
This
imprint
persists
after
secondary
exposures
wherein
>60%
ensuing
hybrid
immunity
derives
original
IgG
pool.
Monoclonal
constituents
pool
can
increase
breadth,
affinity,
and
prevalence
upon
exposures,
as
exemplified
by
plasma
antibody
SC27.
Following
a
breakthrough
vaccine-induced
SC27
gained
neutralization
breadth
potency
against
SARS-CoV-2
variants
zoonotic
viruses
(half-maximal
inhibitory
concentration
[IC
Nature,
Journal Year:
2022,
Volume and Issue:
unknown
Published: Dec. 19, 2022
Abstract
Continuous
evolution
of
Omicron
has
led
to
a
rapid
and
simultaneous
emergence
numerous
variants
that
display
growth
advantages
over
BA.5
(ref.
1
).
Despite
their
divergent
evolutionary
courses,
mutations
on
receptor-binding
domain
(RBD)
converge
several
hotspots.
The
driving
force
destination
such
sudden
convergent
its
effect
humoral
immunity
remain
unclear.
Here
we
demonstrate
these
can
cause
evasion
neutralizing
antibody
drugs
convalescent
plasma,
including
those
from
breakthrough
infection,
while
maintaining
sufficient
ACE2-binding
capability.
BQ.1.1.10
(BQ.1.1
+
Y144del),
BA.4.6.3,
XBB
CH.1.1
are
the
most
antibody-evasive
strains
tested.
To
delineate
origin
evolution,
determined
escape
mutation
profiles
neutralization
activity
monoclonal
antibodies
isolated
individuals
who
had
BA.2
infections
2,3
.
Owing
immune
imprinting,
especially
infection
reduced
diversity
binding
sites
increased
proportions
non-neutralizing
clones,
which,
in
turn,
focused
pressure
promoted
RBD.
Moreover,
show
RBD
could
be
accurately
inferred
by
deep
mutational
scanning
4,5
,
trends
BA.2.75
subvariants
well
foreseen
through
constructed
pseudovirus
mutants.
These
results
suggest
current
herd
vaccine
boosters
may
not
efficiently
prevent
variants.
Nature,
Journal Year:
2023,
Volume and Issue:
625(7993), P. 148 - 156
Published: Nov. 22, 2023
Abstract
The
continuing
emergence
of
SARS-CoV-2
variants
highlights
the
need
to
update
COVID-19
vaccine
compositions.
However,
immune
imprinting
induced
by
vaccination
based
on
ancestral
(hereafter
referred
as
WT)
strain
would
compromise
antibody
response
Omicron-based
boosters
1–5
.
Vaccination
strategies
counter
are
critically
needed.
Here
we
investigated
degree
and
dynamics
in
mouse
models
human
cohorts,
especially
focusing
role
repeated
Omicron
stimulation.
In
mice,
efficacy
single
boosting
is
heavily
limited
when
using
that
antigenically
distinct
from
WT—such
XBB
variant—and
this
concerning
situation
could
be
mitigated
a
second
booster.
Similarly,
humans,
infections
alleviate
WT
vaccination-induced
generate
broad
neutralization
responses
both
plasma
nasal
mucosa.
Notably,
deep
mutational
scanning-based
epitope
characterization
781
receptor-binding
domain
(RBD)-targeting
monoclonal
antibodies
isolated
infection
revealed
double
exposure
induce
large
proportion
matured
Omicron-specific
have
RBD
epitopes
WT-induced
antibodies.
Consequently,
was
largely
mitigated,
bias
towards
non-neutralizing
observed
exposures
restored.
On
basis
scanning
profiles,
identified
evolution
hotspots
XBB.1.5
demonstrated
these
mutations
further
boost
immune-evasion
capability
while
maintaining
high
ACE2-binding
affinity.
Our
findings
suggest
component
should
abandoned
updating
vaccines,
individuals
without
prior
receive
two
updated
boosters.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Jan. 3, 2023
Abstract
SARS-CoV-2
recombinant
subvariant
XBB.1.5
is
growing
rapidly
in
the
United
States,
carrying
an
additional
Ser486Pro
substitution
compared
to
XBB.1
and
outcompeting
BQ.1.1
other
XBB
sublineages.
The
underlying
mechanism
for
such
high
transmissibility
remains
unclear.
Here
we
show
that
exhibits
a
substantially
higher
hACE2-binding
affinity
XBB/XBB.1.
Convalescent
plasma
samples
from
BA.1,
BA.5,
BF.7
breakthrough
infection
are
significantly
evaded
by
both
XBB.1.5,
with
displaying
slightly
weaker
immune
evasion
capability
than
XBB.1.
Evusheld
Bebtelovimab
could
not
neutralize
XBB.1/XBB.1.5,
while
Sotrovimab
weakly
reactive
notably,
SA55
still
highly
effective.
fact
showed
comparable
antibody
but
distinct
suggests
enhanced
receptor-binding
would
indeed
lead
growth
advantages.
strong
hACE2
binding
of
also
enable
its
tolerance
further
escape
mutations,
which
should
be
closely
monitored.
Virus Evolution,
Journal Year:
2023,
Volume and Issue:
9(2)
Published: July 1, 2023
Knowledge
of
the
fitness
effects
mutations
to
SARS-CoV-2
can
inform
assessment
new
variants,
design
therapeutics
resistant
escape,
and
understanding
functions
viral
proteins.
However,
experimentally
measuring
is
challenging:
we
lack
tractable
lab
assays
for
many
proteins,
comprehensive
deep
mutational
scanning
has
been
applied
only
two
Here,
develop
an
approach
that
leverages
millions
publicly
available
sequences
estimate
mutations.
We
first
calculate
how
independent
occurrences
each
mutation
are
expected
be
observed
along
phylogeny
in
absence
selection.
then
compare
these
observations
actual
effect
mutation.
These
estimates
correlate
well
with
measurements.
For
most
genes,
synonymous
nearly
neutral,
stop-codon
deleterious,
amino
acid
have
a
range
effects.
some
accessory
proteins
under
little
no
provide
interactive
visualizations
all
(https://jbloomlab.github.io/SARS2-mut-fitness/).
The
framework
describe
applicable
any
virus
which
number
sufficiently
large
neutral
observed.
PLoS Pathogens,
Journal Year:
2023,
Volume and Issue:
19(12), P. e1011868 - e1011868
Published: Dec. 20, 2023
Severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2)
XBB
lineages
have
achieved
dominance
worldwide
and
keep
on
evolving.
Convergent
evolution
of
the
receptor-binding
domain
(RBD)
L455F
F456L
is
observed,
resulting
in
variants
with
substantial
growth
advantages,
such
as
EG.5,
FL.1.5.1,
XBB.1.5.70,
HK.3.
Here,
we
show
that
neutralizing
antibody
(NAb)
evasion
drives
convergent
F456L,
while
epistatic
shift
caused
by
enables
subsequent
convergence
through
ACE2
binding
enhancement
further
immune
evasion.
evade
RBD-targeting
Class
1
public
NAbs,
reducing
neutralization
efficacy
breakthrough
infection
(BTI)
reinfection
convalescent
plasma.
Importantly,
single
substitution
significantly
dampens
receptor
binding;
however,
combination
forms
an
adjacent
residue
flipping,
which
leads
to
enhanced
NAbs
resistance
affinity.
The
perturbed
mode
exceptional
NAb
evasion,
revealed
structural
analyses.
Our
results
indicate
flexibility
contributed
epistasis
cannot
be
underestimated,
potential
SARS-CoV-2
RBD
remains
high.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: May 2, 2023
Abstract
The
continuous
emergence
of
highly
immune
evasive
SARS-CoV-2
variants,
like
XBB.1.5
1,2
and
XBB.1.16
3,4
,
highlights
the
need
to
update
COVID-19
vaccine
compositions.
However,
imprinting
induced
by
wildtype
(WT)-based
vaccination
would
compromise
antibody
response
Omicron-based
boosters
5-9
.
Vaccination
strategies
that
can
counter
are
critically
needed.
In
this
study,
we
investigated
degree
dynamics
in
mouse
models
human
cohorts,
especially
focusing
on
role
repeated
Omicron
stimulation.
Our
results
show
mice,
efficacy
single
Omicron-boosting
is
heavily
limited
imprinting,
when
using
variants
antigenically
distinct
from
WT,
XBB,
while
concerning
situation
could
be
largely
mitigated
a
second
booster.
Similarly,
humans,
found
infections
also
alleviate
WT-vaccination-induced
generate
high
neutralizing
titers
against
both
plasma
nasal
mucosa.
By
isolating
781
RBD-targeting
mAbs
infection
revealed
double
exposure
alleviates
generating
large
proportion
matured
potent
Omicron-specific
antibodies.
Importantly,
epitope
characterization
deep
mutational
scanning
(DMS)
showed
these
antibodies
target
RBD
epitopes
compared
WT-induced
antibodies,
bias
towards
non-neutralizing
observed
exposures
due
was
restored
after
stimulation,
together
leading
substantial
shift.
Based
DMS
profiles,
identified
evolution
hotspots
demonstrated
combinations
mutations
further
boost
XBB.1.5’s
immune-evasion
capability
maintaining
ACE2
binding
affinity.
findings
suggest
WT
component
should
abandoned
updating
antigen
compositions
XBB
lineages,
those
who
haven’t
been
exposed
yet
receive
two
updated
boosters.
Science,
Journal Year:
2024,
Volume and Issue:
385(6704), P. 46 - 53
Published: July 4, 2024
Large
language
models
trained
on
sequence
information
alone
can
learn
high-level
principles
of
protein
design.
However,
beyond
sequence,
the
three-dimensional
structures
proteins
determine
their
specific
function,
activity,
and
evolvability.
Here,
we
show
that
a
general
model
augmented
with
structure
backbone
coordinates
guide
evolution
for
diverse
without
need
to
individual
functional
tasks.
We
also
demonstrate
ESM-IF1,
which
was
only
single-chain
structures,
be
extended
engineer
complexes.
Using
this
approach,
screened
about
30
variants
two
therapeutic
clinical
antibodies
used
treat
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2)
infection.
achieved
up
25-fold
improvement
in
neutralization
37-fold
affinity
against
antibody-escaped
viral
concern
BQ.1.1
XBB.1.5,
respectively.
These
findings
highlight
advantage
integrating
structural
identify
efficient
trajectories
requiring
any
task-specific
training
data.