Nature Communications,
Journal Year:
2019,
Volume and Issue:
10(1)
Published: Aug. 21, 2019
The
tumor
milieu
consists
of
numerous
cell
types
each
existing
in
a
different
environment.
However,
characterization
metabolic
heterogeneity
at
single-cell
resolution
is
not
established.
Here,
we
develop
computational
pipeline
to
study
programs
single
cells.
In
two
representative
human
cancers,
melanoma
and
head
neck,
apply
this
algorithm
define
the
intratumor
landscape.
We
report
an
overall
discordance
between
analyses
cells
those
bulk
tumors
with
higher
activity
malignant
than
previously
appreciated.
Variation
mitochondrial
found
be
major
contributor
heterogeneity.
Surprisingly,
expression
both
glycolytic
strongly
correlates
hypoxia
all
types.
Immune
stromal
could
also
distinguished
by
their
features.
Taken
together
analysis
establishes
framework
for
characterizing
metabolism
using
data
defines
principles
microenvironment.
Science,
Journal Year:
2016,
Volume and Issue:
353(6304), P. 1161 - 1165
Published: Sept. 8, 2016
Tumor
genetics
guides
patient
selection
for
many
new
therapies,
and
cell
culture
studies
have
demonstrated
that
specific
mutations
can
promote
metabolic
phenotypes.
However,
whether
tissue
context
defines
cancer
dependence
on
pathways
is
unknown.
Kras
activation
Trp53
deletion
in
the
pancreas
or
lung
result
pancreatic
ductal
adenocarinoma
(PDAC)
non–small
carcinoma
(NSCLC),
respectively,
but
despite
same
initiating
events,
these
tumors
use
branched-chain
amino
acids
(BCAAs)
differently.
NSCLC
incorporate
free
BCAAs
into
protein
as
a
nitrogen
source,
whereas
PDAC
decreased
BCAA
uptake.
These
differences
are
reflected
expression
levels
of
catabolic
enzymes
both
mice
humans.
Loss
Bcat1
Bcat2,
responsible
use,
impairs
tumor
formation,
not
required
arguing
origin
an
important
determinant
how
cancers
satisfy
their
requirements.
Molecular Cancer,
Journal Year:
2017,
Volume and Issue:
16(1)
Published: Jan. 13, 2017
Radiation
therapy
is
one
of
the
major
tools
cancer
treatment,
and
widely
used
for
a
variety
malignant
tumours.
Radiotherapy
causes
DNA
damage
directly
by
ionization
or
indirectly
via
generation
reactive
oxygen
species
(ROS),
thereby
destroying
cells.
However,
ionizing
radiation
(IR)
paradoxically
promotes
metastasis
invasion
cells
inducing
epithelial-mesenchymal
transition
(EMT).
Metastasis
obstacle
to
successful
therapy,
closely
linked
rates
morbidity
mortality
many
cancers.
ROS
have
been
shown
play
important
roles
in
mediating
biological
effects
IR.
implicated
IR-induced
EMT,
activation
several
EMT
transcription
factors—including
Snail,
HIF-1,
ZEB1,
STAT3—that
are
activated
signalling
pathways,
including
those
TGF-β,
Wnt,
Hedgehog,
Notch,
G-CSF,
EGFR/PI3K/Akt,
MAPK.
Cancer
that
undergo
acquire
stemness
metabolic
changes,
although
these
points
debated.
IR
known
induce
stem
cell
(CSC)
properties,
dedifferentiation
self-renewal,
promote
oncogenic
metabolism
activating
EMT-inducing
pathways.
Much
accumulated
evidence
has
alterations
associated
with
CSC
phenotypes;
specifically,
seems
be
required
acquisition
phenotypes.
can
also
elicit
various
changes
tumour
microenvironment
(TME)
may
affect
metastasis.
CSC,
involved
radioresistance;
targeting
them
improve
efficacy
radiotherapy,
preventing
recurrence
This
study
focuses
on
molecular
mechanisms
CSCs,
metabolism,
TME.
We
discuss
how
EMT/CSC/oncogenic
resistance
radiotherapy;
we
review
efforts
develop
therapeutic
approaches
eliminate
adverse
effects.
Nature Communications,
Journal Year:
2019,
Volume and Issue:
10(1)
Published: Aug. 21, 2019
The
tumor
milieu
consists
of
numerous
cell
types
each
existing
in
a
different
environment.
However,
characterization
metabolic
heterogeneity
at
single-cell
resolution
is
not
established.
Here,
we
develop
computational
pipeline
to
study
programs
single
cells.
In
two
representative
human
cancers,
melanoma
and
head
neck,
apply
this
algorithm
define
the
intratumor
landscape.
We
report
an
overall
discordance
between
analyses
cells
those
bulk
tumors
with
higher
activity
malignant
than
previously
appreciated.
Variation
mitochondrial
found
be
major
contributor
heterogeneity.
Surprisingly,
expression
both
glycolytic
strongly
correlates
hypoxia
all
types.
Immune
stromal
could
also
distinguished
by
their
features.
Taken
together
analysis
establishes
framework
for
characterizing
metabolism
using
data
defines
principles
microenvironment.