bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Авг. 7, 2023
Due
to
alternative
splicing,
human
protein-coding
genes
average
over
eight
RNA
isoforms,
resulting
in
nearly
four
distinct
protein
coding
sequences
per
gene.
Long-read
RNAseq
(IsoSeq)
enables
more
accurate
quantification
of
shedding
light
on
their
specific
roles.
To
assess
the
medical
relevance
measuring
isoform
expression,
we
sequenced
12
aged
frontal
cortices
(6
Alzheimer's
disease
cases
and
6
controls;
50%
female)
using
one
Oxford
Nanopore
PromethION
flow
cell
sample.
Our
study
uncovered
53
new
high-confidence
isoforms
medically
relevant
genes,
including
several
where
was
most
highly
expressed
for
that
Specific
examples
include
Cell Death Discovery,
Год журнала:
2022,
Номер
8(1)
Опубликована: Май 12, 2022
Small
nucleolar
RNAs
(snoRNAs),
a
type
of
non-coding
RNA,
are
widely
present
in
the
nucleoli
eukaryotic
cells
and
play
an
important
role
rRNA
modification.
With
recent
increase
research
on
snoRNAs,
new
evidence
has
emerged
indicating
that
snoRNAs
also
participate
tRNA
mRNA
Studies
suggest
numerous
including
tumor-promoting
tumor-suppressing
not
only
dysregulated
tumors
but
show
associations
with
clinical
prognosis.
In
this
review,
we
summarize
reported
functions
possible
mechanisms
underlying
their
tumorigenesis
cancer
development
to
guide
snoRNA-based
diagnosis
treatment
future.
Nature Biotechnology,
Год журнала:
2022,
Номер
40(7), С. 1082 - 1092
Опубликована: Март 7, 2022
Abstract
Single-nuclei
RNA
sequencing
characterizes
cell
types
at
the
gene
level.
However,
compared
to
single-cell
approaches,
many
single-nuclei
cDNAs
are
purely
intronic,
lack
barcodes
and
hinder
study
of
isoforms.
Here
we
present
isoform
(SnISOr-Seq).
Using
microfluidics,
PCR-based
artifact
removal,
target
enrichment
long-read
sequencing,
SnISOr-Seq
increased
barcoded,
exon-spanning
long
reads
7.5-fold
naive
sequencing.
We
applied
adult
human
frontal
cortex
found
that
exons
associated
with
autism
exhibit
coordinated
highly
cell-type-specific
inclusion.
two
distinct
combination
patterns:
those
distinguishing
neural
types,
enriched
in
TSS-exon,
exon-polyadenylation-site
non-adjacent
exon
pairs,
multiple
configurations
within
one
type,
adjacent
pairs.
Finally,
observed
human-specific
almost
as
tightly
conserved
exons,
implying
coordination
can
be
rapidly
established
during
evolution.
enables
analysis
brain
any
frozen
or
hard-to-dissociate
sample.
RNA
splicing
is
highly
prevalent
in
the
brain
and
has
strong
links
to
neuropsychiatric
disorders;
yet,
role
of
cell
type-specific
transcript-isoform
diversity
during
human
development
not
been
systematically
investigated.
In
this
work,
we
leveraged
single-molecule
long-read
sequencing
deeply
profile
full-length
transcriptome
germinal
zone
cortical
plate
regions
developing
neocortex
at
tissue
single-cell
resolution.
We
identified
214,516
distinct
isoforms,
which
72.6%
were
novel
(not
previously
annotated
Gencode
version
33),
uncovered
a
substantial
contribution
diversity-regulated
by
binding
proteins-in
defining
cellular
identity
neocortex.
comprehensive
isoform-centric
gene
annotation
reprioritize
thousands
rare
de
novo
risk
variants
elucidate
genetic
mechanisms
for
disorders.
Nature Genetics,
Год журнала:
2023,
Номер
55(12), С. 2117 - 2128
Опубликована: Ноя. 30, 2023
Methods
integrating
genetics
with
transcriptomic
reference
panels
prioritize
risk
genes
and
mechanisms
at
only
a
fraction
of
trait-associated
genetic
loci,
due
in
part
to
an
overreliance
on
total
gene
expression
as
molecular
outcome
measure.
This
challenge
is
particularly
relevant
for
the
brain,
which
extensive
splicing
generates
multiple
distinct
transcript-isoforms
per
gene.
Due
complex
correlation
structures,
isoform-level
modeling
from
cis-window
variants
requires
methodological
innovation.
Here
we
introduce
isoTWAS,
multivariate,
stepwise
framework
genetics,
phenotypic
associations.
Compared
gene-level
methods,
isoTWAS
improves
both
isoform
prediction,
yielding
more
testable
genes,
increased
power
discovery
trait
associations
within
genome-wide
association
study
loci
across
15
neuropsychiatric
traits.
We
illustrate
undetectable
gene-level,
prioritizing
isoforms
AKT3,
CUL3
HSPD1
schizophrenia
PCLO
disorders.
Results
highlight
importance
incorporating
resolution
integrative
approaches
increase
associations,
especially
brain-relevant
Long-read
transcriptome
sequencing
(LRTS)
has
the
potential
to
enhance
our
understanding
of
alternative
splicing
and
complexity
this
process
requires
use
versatile
computational
tools,
with
ability
accommodate
various
stages
workflow
maximum
flexibility.
Cataloging
the
diverse
cellular
architecture
of
primate
brain
is
crucial
for
understanding
cognition,
behavior,
and
disease
in
humans.
Here,
we
generated
a
brain-wide
single-cell
multimodal
molecular
atlas
rhesus
macaque
brain.
Together,
profiled
2.58
M
transcriptomes
1.59
epigenomes
from
single
nuclei
sampled
30
regions
across
adult
Cell
composition
differed
extensively
brain,
revealing
signatures
region-specific
functions.
We
also
identified
1.19
candidate
regulatory
elements,
many
previously
unidentified,
allowing
us
to
explore
landscape
cis-regulatory
grammar
neurological
risk
cell
type–specific
manner.
Altogether,
this
multi-omic
provides
an
open
resource
investigating
evolution
human
identifying
novel
targets
interventions.
Most
eukaryotic
genes
undergo
alternative
splicing
(AS),
but
the
overall
functional
significance
of
this
process
remains
a
controversial
issue.
It
has
been
noticed
that
complexity
organisms
(assayed
by
number
distinct
cell
types)
correlates
positively
with
their
genome-wide
AS
rate.
This
interpreted
as
evidence
plays
an
important
role
in
adaptive
evolution
increasing
repertoires
genomes.
However,
observation
also
fits
totally
opposite
interpretation:
given
‘complex’
tend
to
have
small
effective
population
sizes
(
Ne
),
they
are
expected
be
more
affected
genetic
drift,
and
hence
prone
accumulate
deleterious
mutations
decrease
accuracy.
Thus,
according
‘drift
barrier’
theory,
elevated
rate
complex
might
simply
result
from
higher
error
To
test
hypothesis,
we
analyzed
3496
transcriptome
sequencing
samples
quantify
53
metazoan
species
spanning
wide
range
values.
Our
results
show
negative
correlation
between
proxies
rates
among
species,
consistent
drift
barrier
hypothesis.
pattern
is
dominated
low
abundance
isoforms,
which
represent
vast
majority
splice
variant
repertoire.
We
these
isoforms
depleted
events,
most
likely
correspond
errors.
Conversely,
abundant
relatively
enriched
tends
lower
species.
All
observations
hypothesis
variation
across
metazoans
reflects
limits
set
on
capacity
selection
prevent
gene
expression
Nature Biotechnology,
Год журнала:
2024,
Номер
unknown
Опубликована: Май 22, 2024
Abstract
Determining
whether
the
RNA
isoforms
from
medically
relevant
genes
have
distinct
functions
could
facilitate
direct
targeting
of
for
disease
treatment.
Here,
as
a
step
toward
this
goal
neurological
diseases,
we
sequenced
12
postmortem,
aged
human
frontal
cortices
(6
Alzheimer
cases
and
6
controls;
50%
female)
using
one
Oxford
Nanopore
PromethION
flow
cell
per
sample.
We
identified
1,917
expressing
multiple
in
cortex
where
1,018
had
with
different
protein-coding
sequences.
Of
these
genes,
57
are
implicated
brain-related
diseases
including
major
depression,
schizophrenia,
Parkinson’s
disease.
Our
study
also
uncovered
53
new
several
isoform
was
most
highly
expressed
that
gene.
reported
on
five
mitochondrially
encoded,
spliced
isoforms.
found
99
differentially
between
controls.
In
neurological
and
neuropsychiatric
diseases,
different
brain
regions
are
affected,
differences
in
gene
expression
patterns
could
potentially
explain
this
mechanism.
However,
limited
studies
have
precisely
explored
of
the
human
brain.
study,
we
performed
long-read
RNA
sequencing
on
three
same
individuals:
cerebellum,
hypothalamus,
temporal
cortex.
Despite
stringent
filtering
criteria
excluding
isoforms
predicted
to
be
artifacts,
over
half
expressed
multiple
samples
across
were
found
unregistered
GENCODE
reference.
We
then
especially
focused
genes
with
major
each
region,
even
similar
overall
levels,
identified
that
many
such
including
GAS7
might
distinct
roles
dendritic
spine
neuronal
formation
region.
also
DNA
methylation
might,
part,
drive
isoform
expressions
regions.
These
findings
highlight
significance
analyzing
disease-relevant
sites.
Developmental Neurobiology,
Год журнала:
2025,
Номер
85(1)
Опубликована: Янв. 1, 2025
ABSTRACT
The
term
“neurodiversity”
refers
to
the
natural
heterogeneity
in
human
neurological
functioning,
which
includes
neurodevelopmental
differences
and
other
mental
health
conditions
(e.g.,
autism
spectrum
disorder
[ASD],
attention‐deficit
hyperactivity
[ADHD],
dyslexia,
bipolar
disorder,
schizophrenia,
depression).
This
new
viewpoint
has
significant
consequences
for
future
of
medicine,
specifically
psychiatry,
neurology,
as
it
undermines
established
notions
these
disorders/diseases
that
may
be
healed
or
corrected.
neurodiversity
approach,
on
hand,
acknowledges
divergences
variations,
calling
tailored
support
interventions
accommodate
individual
needs.
Neurodiversity
could
impact
current
medical
perspectives
by
supporting
a
shift
from
pathology
identity.
Rather
than
focusing
difficulties
associated
with
specific
ailment,
approach
stresses
strengths
distinct
come
neurodivergent
identities.
research
therapy
fostering
development
innovative
treatments
aimed
at
increasing
quality
life
improving
functional
results.
perspective
advocates
including
people
all
sectors
society,
research,
clinical
practice,
policymaking,
recognizing,
accepting,
integrating
variances
brain
functioning.
In
this
article,
we
review
movement
propose
“The
Framework
Medicine,”
challenges
traditional
views
recognizing
advocating
inclusive,
person‐centered
approaches
healthcare.