bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Июль 10, 2023
Differential
transcript
usage
(DTU)
plays
a
crucial
role
in
determining
how
gene
expression
differs
among
cells,
tissues,
and
different
developmental
stages,
thereby
contributing
to
the
complexity
diversity
of
biological
systems.
In
abnormal
it
can
also
lead
deficiencies
protein
function,
potentially
leading
pathogenesis
diseases.
Detecting
such
events
for
single-gene
genetic
traits
is
relatively
uncomplicated;
however,
heterogeneity
populations
with
complex
diseases
presents
an
intricate
challenge
due
presence
diverse
causal
undetermined
subtypes.
SPIT
first
statistical
tool
that
quantifies
within
population
identifies
predominant
subgroups
along
their
distinctive
sets
DTU
events.
We
provide
comprehensive
assessments
SPIT's
methodology
both
report
results
applying
analyze
brain
samples
from
individuals
schizophrenia.
Our
analysis
reveals
previously
unreported
six
candidate
genes.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Март 23, 2024
Several
recent
studies
have
presented
evidence
that
the
human
gene
catalogue
should
be
expanded
to
include
thousands
of
short
open
reading
frames
(ORFs)
appearing
upstream
or
downstream
existing
protein-coding
genes,
each
which
would
comprise
an
additional
bicistronic
transcript
in
humans.
Here
we
explore
alternative
hypothesis
explain
translational
and
evolutionary
for
these
ORFs
without
need
create
novel
genes
transcripts.
We
examined
2,199
been
proposed
as
high-quality
candidates
determine
if
they
could
instead
represent
exons
can
added
genes.
checked
conservation
four
recently
sequenced,
genomes,
found
a
large
majority
(87.8%)
conserved
all
expected.
then
looked
splicing
connect
ORF
at
same
locus,
thus
creating
variant
using
its
first
exon.
These
protein
coding
exon
were
further
evaluated
structure
predictions
sequences
included
new
exons.
determined
582
out
strong
form
are
part
gene,
resulting
is
predicted
similar
better
structural
quality
than
currently
annotated
isoform.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 9, 2024
Abstract
In
2018
we
analysed
the
three
main
repositories
for
human
proteome,
Ensembl/GENCODE,
RefSeq
and
UniProtKB.
They
disagreed
on
coding
status
of
one
every
eight
annotated
genes.
The
analysis
inspired
bilateral
collaborations
between
annotation
groups.
Here
have
repeated
our
with
updated
versions
reference
gene
sets.
Superficially,
little
appears
to
changed.
Although
there
are
slightly
fewer
genes
predicted
as
overall,
groups
still
disagree
2,606
However,
a
comparison
without
read-through
immunoglobulin
fragments
shows
that
sets
merged
or
reclassified
more
than
700
since
last
just
0.6%
Ensembl/GENCODE
not
also
by
other
two
We
used
features
indicative
non-coding
examine
21,873
across
found
2,000
had
potential
features.
While
some
these
will
be
protein
coding,
believe
most
likely
pseudogenes.
Our
results
suggest
annotators
vastly
overestimate
number
true
Nature Communications,
Год журнала:
2023,
Номер
14(1)
Опубликована: Ноя. 9, 2023
Abstract
Accurate
alignment
of
transcribed
RNA
to
reference
genomes
is
a
critical
step
in
the
analysis
gene
expression,
which
turn
has
broad
applications
biomedical
research
and
basic
sciences.
We
reveal
that
widely
used
splice-aware
aligners,
such
as
STAR
HISAT2,
can
introduce
erroneous
spliced
alignments
between
repeated
sequences,
leading
inclusion
falsely
transcripts
RNA-seq
experiments.
In
some
cases,
‘phantom’
introns
resulting
from
these
errors
make
their
way
into
widely-used
genome
annotation
databases.
To
address
this
issue,
we
present
EASTR
(Emending
Alignments
Spliced
Transcript
Reads),
software
tool
detects
removes
or
files.
improves
accuracy
across
diverse
species,
including
human,
maize,
Arabidopsis
thaliana
,
by
detecting
sequence
similarity
intron-flanking
regions.
demonstrate
applying
before
transcript
assembly
substantially
reduces
false
positive
introns,
exons,
transcripts,
improving
overall
assembled
transcripts.
Additionally,
show
EASTR’s
application
databases
detect
correct
likely
cases
mis-annotated
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Июль 10, 2023
Differential
transcript
usage
(DTU)
plays
a
crucial
role
in
determining
how
gene
expression
differs
among
cells,
tissues,
and
different
developmental
stages,
thereby
contributing
to
the
complexity
diversity
of
biological
systems.
In
abnormal
it
can
also
lead
deficiencies
protein
function,
potentially
leading
pathogenesis
diseases.
Detecting
such
events
for
single-gene
genetic
traits
is
relatively
uncomplicated;
however,
heterogeneity
populations
with
complex
diseases
presents
an
intricate
challenge
due
presence
diverse
causal
undetermined
subtypes.
SPIT
first
statistical
tool
that
quantifies
within
population
identifies
predominant
subgroups
along
their
distinctive
sets
DTU
events.
We
provide
comprehensive
assessments
SPIT's
methodology
both
report
results
applying
analyze
brain
samples
from
individuals
schizophrenia.
Our
analysis
reveals
previously
unreported
six
candidate
genes.