bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Июнь 27, 2024
ABSTRACT
Transcription
factors
(TFs)
play
a
pivotal
role
in
orchestrating
the
intricate
patterns
of
gene
regulation
critical
for
development
and
health.
Although
expression
is
complex,
differential
many
genes
often
due
to
by
just
handful
TFs.
Despite
extensive
efforts
elucidate
TF-target
regulatory
relationships
C.
elegans
,
existing
experimental
datasets
cover
distinct
subsets
TFs
leave
data
integration
challenging.
Here
I
introduce
Cel
EsT,
unified
network
(GRN)
designed
estimate
activity
487
-
∼58%
total
from
data.
To
integrate
ChIP-seq,
DNA-binding
motifs,
eY1H
screens,
different
GRNs
were
benchmarked
against
comprehensive
set
TF
perturbation
RNA-seq
experiments
identified
optimal
processing
each
type.
Moreover,
showcase
how
leveraging
conservation
binding
motifs
promoters
candidate
target
orthologues
across
genomes
closely-related
species
can
distil
targets
into
select
highly
informative
interactions,
strategy
which
be
applied
model
organisms.
Combined
analyses
multiple
commonly-studied
conditions
including
heat
shock,
bacterial
infection
male-vs-female
comparison
validates
EsT’s
performance
highlights
previously
overlooked
that
likely
major
roles
co-ordinating
transcriptional
response
these
conditions.
EsT
used
infer
on
standard
laptop
computer
within
minutes.
Furthermore,
an
R
Shiny
app
provided
community
perform
rapid
analysis
with
minimal
coding
experience
required.
anticipate
widespread
adoption
will
significantly
enhance
interpretive
power
transcriptomic
experiments,
both
present
retrospective,
thereby
advancing
our
understanding
beyond.
Nature Genetics,
Год журнала:
2024,
Номер
56(6), С. 1278 - 1287
Опубликована: Май 22, 2024
Gene
expression
is
an
essential
step
in
the
translation
of
genotypes
into
phenotypes.
However,
little
known
about
transcriptome
architecture
and
underlying
genetic
effects
at
species
level.
Here
we
generated
analyzed
pan-transcriptome
~1,000
yeast
natural
isolates
across
4,977
core
1,468
accessory
genes.
We
found
that
genome
underappreciated
driver
divergence.
Global
gene
patterns
combined
with
population
structure
showed
variation
heritable
mainly
lies
within
subpopulation-specific
signatures,
for
which
genes
are
overrepresented.
Genome-wide
association
analyses
consistently
highlighted
associated
proportionally
more
variants
larger
effect
sizes,
illustrating
critical
role
on
transcriptional
landscape
between
populations.
Nucleic Acids Research,
Год журнала:
2023,
Номер
52(D1), С. D850 - D858
Опубликована: Окт. 19, 2023
Abstract
Studies
of
model
organisms
have
provided
important
insights
into
how
natural
genetic
differences
shape
trait
variation.
These
discoveries
are
driven
by
the
growing
availability
genomes
and
expansive
experimental
toolkits
afforded
to
researchers
using
these
species.
For
example,
Caenorhabditis
elegans
is
increasingly
being
used
identify
measure
effects
variants
on
traits
quantitative
genetics.
Since
2016,
C.
Natural
Diversity
Resource
(CeNDR)
has
facilitated
many
studies
providing
an
archive
wild
strains,
genome-wide
sequence
variant
data
for
each
strain,
a
association
(GWA)
mapping
portal
community.
Here,
we
present
updated
platform,
(CaeNDR),
that
enables
genetics
genomics
across
three
species:
elegans,
briggsae
tropicalis.
The
CaeNDR
platform
hosts
several
databases
continually
addition
new
whole-genome
annotated
variants.
Additionally,
provides
interactive
tools
explore
variation
enable
GWA
mappings.
All
accessible
through
freely
available
web
located
at
caendr.org.
G3 Genes Genomes Genetics,
Год журнала:
2022,
Номер
12(7)
Опубликована: Май 10, 2022
Quantitative
genetics
in
Caenorhabditis
elegans
seeks
to
identify
naturally
segregating
genetic
variants
that
underlie
complex
traits.
Genome-wide
association
studies
scan
the
genome
for
individual
are
significantly
correlated
with
phenotypic
variation
a
population,
or
quantitative
trait
loci.
popular
choice
analyses
because
loci
discovered
segregate
natural
populations.
Despite
numerous
successful
mapping
experiments,
empirical
performance
of
genome-wide
study
has
not,
date,
been
formally
evaluated
C.
elegans.
We
developed
an
open-source
pipeline
called
NemaScan
and
used
simulation-based
approach
provide
benchmarks
collections
wild
strains.
Simulated
heritability
complexity
determined
spectrum
detected
by
studies.
Power
detect
smaller-effect
increased
number
strains
sampled
from
Natural
Diversity
Resource.
Population
structure
was
major
driver
performance,
populations
shaped
recent
selection
exhibiting
lower
false
discovery
rates
than
composed
more
divergent
also
recapitulated
previous
experimentally
validated
variants.
Our
evaluation
provides
community
critical
context
pursue
using
Resource
elucidate
basis
traits
PLoS Biology,
Год журнала:
2023,
Номер
21(10), С. e3002354 - e3002354
Опубликована: Окт. 26, 2023
The
N-terminal
tails
of
eukaryotic
histones
are
frequently
posttranslationally
modified.
role
these
modifications
in
transcriptional
regulation
is
well-documented.
However,
the
extent
to
which
enzymatic
processes
histone
posttranslational
modification
might
affect
metabolic
less
clear.
Here,
we
investigated
how
methylation
metabolism
using
metabolomics,
proteomics,
and
RNA-seq
data
from
cancer
cell
lines,
primary
tumour
samples
healthy
tissue
samples.
In
cancer,
expression
methyltransferases
(HMTs)
was
inversely
correlated
activity
NNMT,
an
enzyme
previously
characterised
as
a
methyl
sink
that
disposes
excess
groups
carried
by
universal
donor
S-adenosyl
methionine
(SAM
or
AdoMet).
tissues,
levels
alternative
sink,
PEMT.
These
associations
affected
multiple
marks
on
chromatin
genome-wide
but
had
no
detectable
impact
regulation.
We
show
HMTs
with
variety
different
transcription
co-regulated
Retinoblastoma
(Rb)
suppressor
human
cells.
Rb-mutant
cancers
increased
total
HMT
down-regulation
NNMT
.
Together,
our
results
suggest
affects
SAM
metabolism,
independent
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Май 18, 2023
Summary
Gene
expression
is
an
essential
step
in
the
translation
of
genotypes
into
phenotypes.
However,
little
known
about
transcriptome
architecture
and
underlying
genetic
effects
at
a
species-level.
Here,
we
generated
analyzed
pan-transcriptome
∼1,000
yeast
natural
isolates
across
4,977
core
1,468
accessory
genes.
We
found
that
genome
underappreciated
driver
divergence.
Global
gene
patterns
combined
with
population
structure
show
heritable
variation
mainly
lies
within
subpopulation-specific
signatures,
for
which
genes
are
overrepresented.
Genome-wide
association
analyses
consistently
highlight
associated
proportionally
more
variants
larger
effect
sizes,
illustrating
critical
role
on
transcriptional
landscape
between
populations.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2025,
Номер
unknown
Опубликована: Март 15, 2025
Benzimidazoles
(BZs),
a
widely
used
class
of
anthelmintic
drugs,
target
beta-tubulin
proteins,
disrupt
microtubule
formation,
and
cause
nematode
death.
In
parasitic
species,
mutations
in
genes
(
e.g.
,
isotype-1
beta-tubulin)
are
predicted
to
inhibit
BZ
binding
associated
with
resistance.
Similarly,
the
free-living
Caenorhabditis
elegans
an
ortholog,
ben-1
primary
drivers
The
recurrent
association
resistance
beta-tubulins
suggests
that
is
repeatedly
caused
by
genes,
example
repeated
evolution
drug
across
species.
To
evaluate
hypothesis
mediated
beta-tubulin,
we
identified
alleles
wild
strains
from
three
species:
C.
briggsae
tropicalis
.
We
hypothesized
that,
if
these
species
experienced
similar
selective
pressures,
they
would
evolve
BZs
any
tbb-1
tbb-2
).
Using
high-throughput
development
assays,
tested
found
heterogeneous
set
variants
were
only
two
encode
premature
stop
codon
(W21stop)
missense
substitution
(Q134H),
but
neither
was
might
have
evolved
other
or
not
Our
findings
reveal
lack
highlight
importance
defining
mechanisms
outside
beta-tubulins.
Molecular Systems Biology,
Год журнала:
2024,
Номер
20(4), С. 362 - 373
Опубликована: Фев. 14, 2024
Unraveling
the
genetic
sources
of
gene
expression
variation
is
essential
to
better
understand
origins
phenotypic
diversity
in
natural
populations.
Genome-wide
association
studies
identified
thousands
variants
involved
variation,
however,
detected
only
explain
part
heritability.
In
fact,
such
as
low-frequency
and
structural
(SVs)
are
poorly
captured
studies.
To
assess
impact
these
on
we
explored
a
half-diallel
panel
composed
323
hybrids
originated
from
pairwise
crosses
26
Saccharomyces
cerevisiae
isolates.
Using
short-
long-read
sequencing
strategies,
established
an
exhaustive
catalog
single
nucleotide
polymorphisms
(SNPs)
SVs
for
this
panel.
Combining
dataset
with
transcriptomes
all
hybrids,
comprehensively
mapped
SNPs
associated
variation.
While
exhibit
higher
effect
size
overrepresentation
compared
common
ones.
These
results
reinforce
importance
dissecting
heritability
complex
traits
comprehensive
at
population
level.
Cell Genomics,
Год журнала:
2023,
Номер
4(1), С. 100459 - 100459
Опубликована: Дек. 4, 2023
Gene
expression
variation,
an
essential
step
between
genotype
and
phenotype,
is
collectively
controlled
by
local
(cis)
distant
(trans)
regulatory
changes.
Nevertheless,
how
these
elements
differentially
influence
gene
variation
remains
unclear.
Here,
we
bridge
this
gap
analyzing
the
transcriptomes
of
a
large
diallel
panel
consisting
323
unique
hybrids
originating
from
genetically
divergent
Saccharomyces
cerevisiae
isolates.
Our
analysis
across
5,087
transcript
abundance
traits
showed
that
non-additive
components
account
for
36%
variance
on
average.
By
comparing
allele-specific
read
counts
in
parent-hybrid
trios,
found
trans-regulatory
changes
underlie
majority
population.
Remarkably,
most
cis-regulatory
variations
are
also
exaggerated
or
attenuated
additional
trans
effects.
Overall,
transcriptome
globally
buffered
at
genetic
level
mainly
due
to