iScience,
Journal Year:
2024,
Volume and Issue:
27(9), P. 110699 - 110699
Published: Aug. 10, 2024
Many
cancers
resist
therapeutic
intervention.
This
is
fundamentally
related
to
intratumor
heterogeneity:
multiple
cell
populations,
each
with
different
phenotypic
signatures,
coexist
within
a
tumor
and
its
metastases.
Like
species
in
an
ecosystem,
cancer
populations
are
intertwined
complex
network
of
ecological
interactions.
Most
mathematical
models
ecology,
however,
cannot
account
for
such
diversity
or
predict
consequences.
Here,
we
propose
that
the
generalized
Lotka-Volterra
model
(GLV),
standard
tool
describe
species-rich
communities,
provides
suitable
framework
ecology
heterogeneous
tumors.
We
develop
GLV
growth
discuss
how
emerging
properties
provide
new
understanding
disease.
potential
extensions
their
application
plasticity,
cancer-immune
interactions,
metastatic
growth.
Our
work
outlines
set
questions
road
map
further
research
ecology.
Global Change Biology,
Journal Year:
2021,
Volume and Issue:
28(1), P. 72 - 85
Published: Oct. 20, 2021
Marine
and
freshwater
ecosystems
are
increasingly
at
risk
of
large
cascading
changes
from
multiple
human
activities
(termed
"regime
shifts"),
which
can
impact
population
productivity,
resilience,
ecosystem
structure.
Pacific
salmon
exhibit
persistent
fluctuations
in
their
dynamics
driven
by
combinations
intrinsic
(e.g.,
density
dependence)
extrinsic
factors
changes,
species
interactions).
In
recent
years,
many
have
declined
due
to
regime
shifts
but
clear
understanding
the
processes
driving
these
remains
elusive.
Here,
we
unpacked
role
dependence,
trends,
stochasticity
on
productivity
regimes
for
a
community
five
anadromous
salmonids
(Steelhead,
Coho
Salmon,
Pink
Dolly
Varden,
Coastal
Cutthroat
Trout)
across
rich
40-year
time-series.
We
used
Bayesian
multivariate
state-space
model
examine
whether
had
similarly
occurred
explored
marine
or
associated
with
those
shifts.
Overall,
identified
three
regimes:
an
early
(1976-1990),
compensatory
(1991-2009),
declining
(since
2010)
where
declines
were
observed
Steelhead,
Trout,
intermediate
no
change
Salmon.
These
cumulative
effects
life
cycle.
For
example,
increased
seal
densities
ocean
competition
lower
adult
survival
Steelhead.
Watershed
logging
also
intensified
over
past
40
years
was
(all
else
equal)
≥97%
Cutthroat,
Coho.
played
approximately
equal
roles
explaining
trends
total
productivity.
Collectively,
changing
environments
limited
juvenile
production
lowered
future
returns.
results
reveal
how
jointly
shape
among
ecological
communities,
like
salmon,
consequences
resilience.
Biological Conservation,
Journal Year:
2024,
Volume and Issue:
291, P. 110466 - 110466
Published: Feb. 13, 2024
Ecological
modeling
has
been
traditionally
dominated
by
a
focus
on
the
asymptotic
behaviour,
but
transient
dynamics
can
have
profound
effect
species
and
community
persistence.
We
show
strong
non-stationary
coupling
of
ecological
drivers
in
one
world's
major
Mediterranean
ecosystems,
Doñana
wetlands,
which
is
currently
threatened
many
stressors.
Recurrent
changes
precipitation
fluctuations
triggered
sudden
reorganizations
trends
population
guild
ten
wintering
waterfowl
during
36-year
period.
An
anomalously
dry
cold
period
Northern
Hemisphere,
induced
volcanic
eruption
Mt.
Pinatubo
1991,
prompted
an
abrupt
shift
to
alternative
regime
fluctuating
densities.
Most
did
not
recover
previous
values
even
though
local
weather
patterns
large-scale
climatic
conditions
returned
normal
values.
Although
dynamical
stability
similar
both
regimes,
structural
declined:
probability
feasibility
dropped
across
time
due
depressed
densities
at
equilibrium.
A
stochastic
cusp
catastrophe
model
fitted
series
data
suggests
that
spatio-temporal
persistence
areas,
coupled
with
warm
wet
breeding
grounds,
modulated
hysteresis
through
behavioral
shifts
sites.
Our
study
provides
empirical
evidence
for
existence
catastrophic
bifurcation
tipping
point
imperiled
vertebrate
community,
highlighting
relevance
history
multi-stability
explaining
current
biological
conservation.
iScience,
Journal Year:
2024,
Volume and Issue:
27(9), P. 110699 - 110699
Published: Aug. 10, 2024
Many
cancers
resist
therapeutic
intervention.
This
is
fundamentally
related
to
intratumor
heterogeneity:
multiple
cell
populations,
each
with
different
phenotypic
signatures,
coexist
within
a
tumor
and
its
metastases.
Like
species
in
an
ecosystem,
cancer
populations
are
intertwined
complex
network
of
ecological
interactions.
Most
mathematical
models
ecology,
however,
cannot
account
for
such
diversity
or
predict
consequences.
Here,
we
propose
that
the
generalized
Lotka-Volterra
model
(GLV),
standard
tool
describe
species-rich
communities,
provides
suitable
framework
ecology
heterogeneous
tumors.
We
develop
GLV
growth
discuss
how
emerging
properties
provide
new
understanding
disease.
potential
extensions
their
application
plasticity,
cancer-immune
interactions,
metastatic
growth.
Our
work
outlines
set
questions
road
map
further
research
ecology.