Communications Biology,
Год журнала:
2024,
Номер
7(1)
Опубликована: Март 5, 2024
Abstract
The
combination
of
a
good
quality
embryo
and
proper
maternal
health
factors
promise
higher
chances
successful
in
vitro
fertilization
(IVF)
procedure
leading
to
clinical
pregnancy
live
birth.
Of
these
two
factors,
selection
is
controllable
aspect.
current
gold
standard
practice
visual
assessment
an
based
on
its
morphological
appearance
by
trained
embryologists.
More
recently,
machine
learning
has
been
incorporated
into
“packages”.
Here,
we
report
EVATOM:
machine-learning
assisted
tool
utilizing
optical
quantitative
phase
imaging
technique
called
artificial
confocal
microscopy
(ACM).
We
present
label-free
nucleus
detection
method
with,
the
best
our
knowledge,
novel
biomarkers.
Two
viability
models
are
presented
for
grading
embryos
classes:
healthy/intermediate
(H/I)
or
sick
(S)
class.
achieve
weighted
F1
score
1.0
0.99
respectively
in-distribution
test
set
72
fixed
0.9
0.95
out-of-distribution
dataset
19
time-instances
from
8
embryos.
Nature Communications,
Год журнала:
2023,
Номер
14(1)
Опубликована: Июнь 6, 2023
Abstract
High
throughput
drug
screening
is
an
established
approach
to
investigate
tumor
biology
and
identify
therapeutic
leads.
Traditional
platforms
use
two-dimensional
cultures
which
do
not
accurately
reflect
the
of
human
tumors.
More
clinically
relevant
model
systems
such
as
three-dimensional
organoids
can
be
difficult
scale
screen.
Manually
seeded
coupled
destructive
endpoint
assays
allow
for
characterization
treatment
response,
but
capture
transitory
changes
intra-sample
heterogeneity
underlying
observed
resistance
therapy.
We
present
a
pipeline
generate
bioprinted
linked
label-free,
time-resolved
imaging
via
high-speed
live
cell
interferometry
(HSLCI)
machine
learning-based
quantitation
individual
organoids.
Bioprinting
cells
gives
rise
3D
structures
with
unaltered
histology
gene
expression
profiles.
HSLCI
in
tandem
segmentation
classification
tools
enables
accurate,
label-free
parallel
mass
measurements
thousands
demonstrate
that
this
strategy
identifies
transiently
or
persistently
sensitive
resistant
specific
therapies,
information
could
used
guide
rapid
therapy
selection.
Light Science & Applications,
Год журнала:
2024,
Номер
13(1)
Опубликована: Июнь 27, 2024
Abstract
In
1948,
Dennis
Gabor
proposed
the
concept
of
holography,
providing
a
pioneering
solution
to
quantitative
description
optical
wavefront.
After
75
years
development,
holographic
imaging
has
become
powerful
tool
for
wavefront
measurement
and
phase
imaging.
The
emergence
this
technology
given
fresh
energy
physics,
biology,
materials
science.
Digital
holography
(DH)
possesses
advantages
wide-field,
non-contact,
precise,
dynamic
capability
complex-waves.
DH
unique
capabilities
propagation
fields
by
measuring
light
scattering
with
information.
It
offers
visualization
refractive
index
thickness
distribution
weak
absorption
samples,
which
plays
vital
role
in
pathophysiology
various
diseases
characterization
materials.
provides
possibility
bridge
gap
between
disciplines.
is
described
complex
amplitude.
complex-value
complex-domain
reconstructed
from
intensity-value
camera
real-domain.
Here,
we
regard
process
recording
reconstruction
as
transformation
real-domain,
discuss
mathematics
physical
principles
reconstruction.
We
review
underlying
principles,
technical
approaches,
breadth
applications.
conclude
emerging
challenges
opportunities
based
on
combining
other
methodologies
that
expand
scope
utility
even
further.
multidisciplinary
nature
brings
application
experts
together
label-free
cell
analytical
chemistry,
clinical
sciences,
sensing,
semiconductor
production.
Military Medical Research,
Год журнала:
2024,
Номер
11(1)
Опубликована: Июнь 13, 2024
Abstract
Digital
in-line
holographic
microscopy
(DIHM)
is
a
non-invasive,
real-time,
label-free
technique
that
captures
three-dimensional
(3D)
positional,
orientational,
and
morphological
information
from
digital
images
of
living
biological
cells.
Unlike
conventional
microscopies,
the
DIHM
enables
precise
measurements
dynamic
behaviors
exhibited
by
cells
within
3D
volume.
This
review
outlines
fundamental
principles
comprehensive
image
processing
procedures
employed
in
DIHM-based
cell
tracking
methods.
In
addition,
recent
applications
for
identification
various
motile
cells,
including
human
blood
spermatozoa,
diseased
unicellular
microorganisms,
are
thoroughly
examined.
Leveraging
artificial
intelligence
has
significantly
enhanced
both
speed
accuracy
identification.
The
quantitative
data
on
morphology
dynamics
captured
can
effectively
elucidate
underlying
mechanisms
governing
microbial
contribute
to
accumulation
diagnostic
databases
development
clinical
treatments.
Light Science & Applications,
Год журнала:
2024,
Номер
13(1)
Опубликована: Окт. 11, 2024
Abstract
Quantitative
phase
microscopies
(QPMs)
play
a
pivotal
role
in
bio-imaging,
offering
unique
insights
that
complement
fluorescence
imaging.
They
provide
essential
data
on
mass
distribution
and
transport,
inaccessible
to
techniques.
Additionally,
QPMs
are
label-free,
eliminating
concerns
of
photobleaching
phototoxicity.
However,
navigating
through
the
array
available
QPM
techniques
can
be
complex,
making
it
challenging
select
most
suitable
one
for
particular
application.
This
tutorial
review
presents
thorough
comparison
main
techniques,
focusing
their
accuracy
terms
measurement
precision
trueness.
We
focus
8
namely
digital
holographic
microscopy
(DHM),
cross-grating
wavefront
(CGM),
which
is
based
QLSI
(quadriwave
lateral
shearing
interferometry),
diffraction
(DPM),
differential
phase-contrast
(DPC)
microscopy,
phase-shifting
interferometry
(PSI)
imaging,
Fourier
(FPM),
spatial
light
interference
(SLIM),
transport-of-intensity
equation
(TIE)
For
this
purpose,
we
used
home-made
numerical
toolbox
discrete
dipole
approximation
(IF-DDA).
designed
compute
electromagnetic
field
at
sample
plane
microscope,
irrespective
object’s
complexity
or
illumination
conditions.
upgraded
enable
model
any
type
QPM,
take
into
account
shot
noise.
In
nutshell,
results
show
DHM
PSI
inherently
free
from
artefacts
rather
suffer
coherent
noise;
CGM,
DPC,
DPM
TIE,
there
trade-off
between
trueness,
balanced
by
varying
experimental
parameter;
FPM
SLIM
inherent
cannot
discarded
experimentally
cases,
not
quantitative
especially
large
objects
covering
part
view,
such
as
eukaryotic
cells.
Nature Photonics,
Год журнала:
2024,
Номер
18(4), С. 388 - 395
Опубликована: Март 13, 2024
Abstract
Light
scattering
by
nanoscale
objects
is
a
fundamental
physical
property
defined
their
cross-section
and
thus
polarizability.
Over
the
past
decade,
number
of
studies
have
demonstrated
single-molecule
sensitivity
imaging
interference
between
from
object
interest
reference
field.
This
approach
has
enabled
mass
measurement
single
biomolecules
in
solution
owing
to
linear
scaling
image
contrast
with
molecular
Nevertheless,
all
implementations
so
far
are
based
on
common-path
interferometer
cannot
separate
independently
tune
scattered
light
fields,
thereby
prohibiting
access
rich
toolbox
available
holographic
imaging.
Here
we
demonstrate
comparable
using
non-common-path
geometry
dark-field
microscope,
similar
Mach–Zehnder
interferometer.
We
into
four
parallel,
inherently
phase-stable
detection
channels,
delivering
five
orders
magnitude
boost
terms
over
state-of-the-art
methods.
detection,
resolution
proteins
below
100
kDa.
Separate
amplitude
phase
measurements
also
yield
direct
information
sample
identity
experimental
determination
polarizability
biomolecules.
Soft Matter,
Год журнала:
2023,
Номер
19(11), С. 2013 - 2041
Опубликована: Янв. 1, 2023
The
complexation
of
polyelectrolytes
with
other
oppositely
charged
structures
gives
rise
to
a
great
variety
functional
materials
potential
applications
in
wide
spectrum
technological
fields.
Depending
on
the
assembly
conditions,
polyelectrolyte
complexes
can
acquire
different
macroscopic
configurations
such
as
dense
precipitates,
nanosized
colloids
and
liquid
coacervates.
In
past
50
years,
much
progress
has
been
achieved
understand
principles
behind
phase
separation
induced
by
interaction
two
aqueous
solutions,
especially
for
symmetric
systems
(systems
which
both
polyions
have
similar
molecular
weight
concentration).
However,
recent
alternative
building
blocks
small
molecules
(multivalent
inorganic
species,
oligopeptides,
oligoamines,
among
others)
gained
attention
areas.
this
review,
we
discuss
physicochemical
characteristics
formed
multivalent
molecules,
putting
special
emphasis
their
similarities
well-known
polycation-polyanion
complexes.
addition,
analyze
these
act
versatile
platforms
various
fields,
biomedicine
advanced
engineering.
Optica,
Год журнала:
2023,
Номер
11(1), С. 32 - 32
Опубликована: Ноя. 29, 2023
Holography
is
a
powerful
technique
that
records
the
amplitude
and
phase
of
an
optical
field
simultaneously,
enabling
variety
applications
such
as
label-free
biomedical
analysis
coherent
diffraction
imaging.
Holographic
recording
without
reference
wave
has
been
long
pursued
because
it
obviates
high
experimental
requirements
conventional
interferometric
methods.
However,
due
to
ill-posed
nature
underlying
retrieval
problem,
reference-free
holographic
imaging
faced
with
inherent
tradeoff
between
fidelity
temporal
resolution.
Here,
we
propose
general
computational
framework,
termed
spatiotemporally
regularized
inversion
(STRIVER),
achieve
motion-resolved,
fidelity.
Specifically,
STRIVER
leverages
signal
priors
in
spatiotemporal
domain
jointly
eliminate
ambiguities
motion
artifacts,
and,
when
combined
diversity
measurement
schemes,
produces
physically
reliable,
time-resolved
video
from
series
intensity-only
measurements.
We
experimentally
demonstrate
near-field
ptychography,
where
dynamic
freely
swimming
paramecia
performed
at
framerate-limited
speed
112
fps.
The
proposed
method
can
be
potentially
extended
other
spectral
regimes,
modalities,
pushing
resolution
toward
higher
limits.
Biosensors,
Год журнала:
2023,
Номер
13(1), С. 117 - 117
Опубликована: Янв. 9, 2023
The
utilizations
of
microfluidic
chips
for
single
RBC
(red
blood
cell)
studies
have
attracted
great
interests
in
recent
years
to
filter,
trap,
analyze,
and
release
erythrocytes
various
applications.
Researchers
this
field
highlighted
the
vast
potential
developing
micro
devices
industrial
academia
usages,
including
lab-on-a-chip
organ-on-a-chip
systems.
This
article
critically
reviews
current
state-of-the-art
advances
microfluidics
analyses,
integrated
sensors
platforms
microscopic/tomographic/spectroscopic
trapping
arrays
(including
bifurcating
channels),
dielectrophoretic
agglutination/aggregation
studies,
as
well
clinical
implications
covering
cancer,
sepsis,
prenatal,
Sickle
Cell
diseases.
Microfluidics
based
microarrays,
sorting/counting
techniques
acoustic,
dielectrophoretic,
hydrodynamic,
magnetic,
optical
techniques)
are
also
reviewed.
Lastly,
organs
on
chips,
multi-organ
drug
discovery
involving
described.
limitations
drawbacks
each
technology
addressed
future
prospects
discussed.
ACS Photonics,
Год журнала:
2023,
Номер
10(2), С. 322 - 339
Опубликована: Янв. 17, 2023
Common
cameras
are
only
sensitive
to
the
intensity
of
light,
discarding
an
essential
feature
a
light
wave:
its
phase
profile
or,
equivalently,
wavefront
profile.
This
Review
focuses
on
rising
imaging
technique
called
quadriwave
lateral
shearing
interferometry
(QLSI),
based
simple
use
2-dimensional
diffraction
grating,
aka
cross-grating,
in
front
regular
camera.
We
detail
working
principle
QLSI
and
implementation
optical
microscope.
highlight
microscopy
applications
bioimaging
nanophotonics,
particular
for
characterization
living
cells,
nanoparticles,
2D
materials,
metasurfaces,
microscale
temperature
gradients,
surface
topography.
Finally,
we
draw
critical
comparison
with
current
quantitative
techniques,
namely,
digital
holography
(DHM),
spatial
interference
(SLIM),
(DPM).