Frontiers in Imaging,
Journal Year:
2024,
Volume and Issue:
3
Published: Dec. 2, 2024
Cancer
cell
clustering
is
a
critical
factor
in
metastasis,
with
cells
often
believed
to
migrate
groups
as
they
establish
themselves
new
environments.
This
study
presents
preliminary
findings
from
an
vitro
experiment,
suggesting
that
co-culturing
provides
effective
method
for
observing
this
phenomenon,
even
though
the
are
grown
monolayers.
We
introduce
novel
single-cell
tracking
approach
based
on
graph
theory
identify
clusters
PC3
cultivated
both
monoculture
and
co-culture
PC12
cells,
using
66-h
time-lapse
recordings.
The
initial
step
consists
of
defining
“linked”
pairs
laying
foundation
application
theory.
propose
two
alternative
definitions
pairings.
first
method,
Method
1
,
defines
at
given
time
t
if
close
together
within
defined
period
before
after
.
A
second
potential
2
there
overlap
between
convex
hulls
their
respective
tracks
during
period.
Pairing
enables
subsequent
analysis.
framework
represents
vertex
(node)
relation
edge.
An
interconnected
set
high-degree
nodes
(nodes
many
connections
or
edges)
forms
subgraph,
backbone,
patch
(cluster)
cells.
All
connected
backbone
part
subgraph.
functions
partition
(or
cut)
graph.
Two
consecutive
video
considered
share
same
identity
following
cluster
contains
least
p
=
75
%
preceding
cluster,
mean
positions
△
r
75μm.
appear
form
persistent
exceeding
10
40–50
h
incubation
seeding.
In
contrast,
cultured
alone
(mono-culture)
did
not
exhibit
behavior.
experimental
requires
further
validation
broader
dataset.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Aug. 19, 2024
Summary
Neuroendocrine
prostate
cancer
(NEPC)
presents
a
formidable
clinical
challenge
owing
to
its
aggressive
progression
and
resistance
conventional
therapies.
A
key
driver
of
NEPC
is
the
overexpression
MYCN
,
well-established
oncogene
associated
with
neuroendocrine
tumors.
However,
efforts
directly
inhibit
N-Myc
protein
encoded
by
this
gene
have
resulted
in
limited
success,
thereby
hindering
therapeutic
advancements.
To
overcome
obstacle,
we
conducted
unbiased
genome-wide
screening
using
isogenic
cell
lines
identify
synthetic
vulnerabilities
.
Among
identified
candidates,
NEUROG2
emerged
as
significant
candidate.
Neurog2
proneural
transcription
factor
(PTF)
known
for
role
developmental
processes
trans-differentiation
adult
cells.
Our
findings
demonstrate
that
depletion
does
not
affect
non-malignant
cells,
but
significantly
suppresses
growth
-overexpressing
cells
tumors
orthotopic
models.
Furthermore,
our
observations
indicate
Neurog2-mediated
regulation
PTFs
can
facilitate
development.
Thus,
targeting
holds
promise
an
effective
strategy
NEPC.
Cell Death and Disease,
Journal Year:
2024,
Volume and Issue:
15(8)
Published: Aug. 25, 2024
Abstract
Resistance
to
the
current
Androgen
Receptor
Signaling
Inhibitor
(ARSI)
therapies
has
led
higher
incidences
of
therapy-induced
neuroendocrine-like
prostate
cancer
(t-NEPC).
This
highly
aggressive
subtype
with
predominant
small-cell-like
characteristics
is
resistant
taxane
chemotherapies
and
a
dismal
overall
survival.
t-NEPCs
are
mostly
treated
platinum-based
drugs
combination
etoposide
or
have
less
selectivity
high
systemic
toxicity,
which
often
limit
their
clinical
potential.
During
t-NEPC
transformation,
adenocarcinomas
lose
luminal
features
adopt
neuro-basal
characteristics.
Whether
adaptive
neuronal
responsible
for
such
resistance
remains
unknown.
Pathway
analysis
from
patient
gene-expression
databases
indicates
that
upregulates
various
pathways
associated
enhanced
cellular
networks.
To
identify
transcription
factor(s)
(TF)
could
be
important
promoting
gene
expression
characters
in
t-NEPC,
we
performed
ATAC-Seq,
acetylated-histone
ChIP-seq,
RNA-seq
our
NE-like
cell
line
models
analyzed
promoters
transcriptionally
active
significantly
enriched
(NE-like)
cancer-specific
genes.
Our
results
indicate
Pax5
an
factor
specific
t-NEPC.
revealed
involved
axonal
guidance,
neurotransmitter
regulation,
adhesion,
critical
strong
communications.
Further
suggest
depletion
disrupts
neurite-mediated
communication
cells
reduces
surface
growth
receptor
activation,
thereby,
sensitizing
them
docetaxel
therapies.
Moreover,
t-NEPC-specific
hydroxymethylation
promoter
CpG
islands
favors
Pbx1
binding
induce
expression.
Based
on
study,
concluded
continuous
exposure
ARSI
leads
epigenetic
modifications
activation
promotes
genes
necessary
taxane-resistant
cancer.
Thus,
targeting
axis
can
beneficial
reverting
sensitivity.
Research Square (Research Square),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 8, 2024
Abstract
Neuroendocrine
prostate
cancer
(NEPC)
presents
a
formidable
clinical
challenge
owing
to
its
aggressive
progression
and
resistance
conventional
therapies.
A
key
driver
of
NEPC
is
the
overexpression
MYCN,
well-established
oncogene
associated
with
neuroendocrine
tumors.
However,
efforts
directly
inhibit
N-Myc
protein
encoded
by
this
gene
have
resulted
in
limited
success,
thereby
hindering
therapeutic
advancements.
To
overcome
obstacle,
we
conducted
unbiased
genome-wide
screening
using
isogenic
cell
lines
identify
synthetic
vulnerabilities
MYCN.
Among
identified
candidates,
NEUROG2
emerged
as
significant
candidate.
Neurog2
proneural
transcription
factor
(PTF)
known
for
role
developmental
processes
trans-differentiation
adult
cells.
Our
findings
demonstrate
that
depletion
does
not
affect
non-malignant
cells,
but
significantly
suppresses
growth
MYCN-overexpressing
cells
tumors
orthotopic
models.
Furthermore,
our
observations
indicate
Neurog2-mediated
regulation
PTFs
can
facilitate
development.
Thus,
targeting
holds
promise
an
effective
strategy
NEPC.
Abstract
Cancer
cell
clustering
is
a
critical
factor
in
metastasis,
with
cells
often
believed
to
migrate
groups
as
they
establish
themselves
new
environments.
This
study
presents
preliminary
findings
from
an
vitro
experiment,
suggesting
that
co-culturing
provides
effective
method
for
observing
this
phenomenon,
even
though
the
are
grown
monolayers.
We
introduce
novel
single-cell
tracking
approach
based
on
graph
theory
identify
clusters
PC3
cultivated
both
monoculture
and
co-culture
PC12
cells,
using
66-hour
time-lapse
recordings.
The
initial
step
consists
of
defining
‘linked’
pairs
laying
foundation
application
theory.
propose
two
alternative
definitions
pairings.
first
method,
Method
1
,
defines
at
given
time
t
if
close
together
within
defined
period
before
after
.
A
second
potential
2
there
overlap
between
convex
hulls
their
respective
tracks
during
period.
Pairing
enables
subsequent
analysis.
framework
represents
vertex
(node)
relation
edge.
An
interconnected
set
high-degree
nodes
(nodes
many
connections
or
edges)
forms
subgraph,
backbone,
patch
(cluster)
cells.
All
connected
backbone
part
subgraph.
functions
partition
(or
cut)
graph.
Two
consecutive
video
considered
share
same
identity
following
cluster
contains
least
p
=
75
%
preceding
cluster,
mean
positions
△
r
µm.
appear
form
persistent
exceeding
10
40
50
h
incubation
seeding.
In
contrast,
cultured
alone
(mono-culture)
did
not
exhibit
behaviour.
experimental
requires
further
validation
broader
dataset.
Frontiers in Imaging,
Journal Year:
2024,
Volume and Issue:
3
Published: Dec. 2, 2024
Cancer
cell
clustering
is
a
critical
factor
in
metastasis,
with
cells
often
believed
to
migrate
groups
as
they
establish
themselves
new
environments.
This
study
presents
preliminary
findings
from
an
vitro
experiment,
suggesting
that
co-culturing
provides
effective
method
for
observing
this
phenomenon,
even
though
the
are
grown
monolayers.
We
introduce
novel
single-cell
tracking
approach
based
on
graph
theory
identify
clusters
PC3
cultivated
both
monoculture
and
co-culture
PC12
cells,
using
66-h
time-lapse
recordings.
The
initial
step
consists
of
defining
“linked”
pairs
laying
foundation
application
theory.
propose
two
alternative
definitions
pairings.
first
method,
Method
1
,
defines
at
given
time
t
if
close
together
within
defined
period
before
after
.
A
second
potential
2
there
overlap
between
convex
hulls
their
respective
tracks
during
period.
Pairing
enables
subsequent
analysis.
framework
represents
vertex
(node)
relation
edge.
An
interconnected
set
high-degree
nodes
(nodes
many
connections
or
edges)
forms
subgraph,
backbone,
patch
(cluster)
cells.
All
connected
backbone
part
subgraph.
functions
partition
(or
cut)
graph.
Two
consecutive
video
considered
share
same
identity
following
cluster
contains
least
p
=
75
%
preceding
cluster,
mean
positions
△
r
75μm.
appear
form
persistent
exceeding
10
40–50
h
incubation
seeding.
In
contrast,
cultured
alone
(mono-culture)
did
not
exhibit
behavior.
experimental
requires
further
validation
broader
dataset.