bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: April 20, 2024
ABSTRACT
Variant
calling
across
diverse
species
remains
challenging
as
most
bioinformatics
tools
default
to
assumptions
based
on
human
genomes.
DeepVariant
(DV)
excels
without
joint
genotyping
while
offering
fewer
implementation
barriers.
However,
the
growing
appeal
of
a
“universal”
algorithm
has
magnified
unknown
impacts
when
used
with
non-human
Here,
we
use
bovine
genomes
assess
limits
human-genome-trained
models
in
other
species.
We
introduce
first
multi-species
DV
model
that
achieves
lower
Mendelian
Inheritance
Error
(MIE)
rate
during
single-sample
genotyping.
Our
novel
approach,
TrioTrain,
automates
extending
for
Genome
In
A
Bottle
(GIAB)
resources
and
uses
region
shuffling
mitigate
barriers
SLURM-based
clusters.
To
offset
imperfect
truth
labels
animal
genomes,
remove
discordant
variants
before
training,
where
are
tuned
genotype
offspring
correctly.
With
cattle,
yak,
bison
trios
build
30
iterations
five
phases.
observe
remarkable
performance
phases
testing
GIAB
mean
SNP
F1
score
>0.990.
HG002,
our
phase
4
identifies
more
at
MIE
than
DeepTrio.
F1-hybrid
substantially
reduces
inheritance
errors
0.03
percent.
Although
constrained
by
labels,
find
multi-species,
trio-based
training
produces
robust
variant
model.
research
demonstrates
exclusively
restricts
application
deep-learning
approaches
comparative
genomics.
Journal of Evolutionary Biology,
Journal Year:
2023,
Volume and Issue:
36(12), P. 1761 - 1782
Published: Nov. 9, 2023
Abstract
Inversions
are
structural
mutations
that
reverse
the
sequence
of
a
chromosome
segment
and
reduce
effective
rate
recombination
in
heterozygous
state.
They
play
major
role
adaptation,
as
well
other
evolutionary
processes
such
speciation.
Although
inversions
have
been
studied
since
1920s,
they
remain
difficult
to
investigate
because
reduced
conferred
by
them
strengthens
effects
drift
hitchhiking,
which
turn
can
obscure
signatures
selection.
Nonetheless,
numerous
found
be
under
Given
recent
advances
population
genetic
theory
empirical
study,
here
we
review
how
different
mechanisms
selection
affect
evolution
inversions.
A
key
difference
between
mutations,
single
nucleotide
variants,
is
fitness
an
inversion
may
affected
larger
number
frequently
interacting
processes.
This
considerably
complicates
analysis
causes
underlying
We
discuss
extent
these
disentangled,
approach.
often
roles
adaptation
speciation,
but
direct
their
obscured
characteristic
makes
so
unique
(reduced
arrangements).
In
this
review,
examine
impact
evolution,
weaving
together
both
theoretical
studies.
emphasize
most
patterns
overdetermined
(i.e.
caused
multiple
processes),
highlight
new
technologies
provide
path
forward
towards
disentangling
mechanisms.
Philosophical Transactions of the Royal Society B Biological Sciences,
Journal Year:
2022,
Volume and Issue:
377(1856)
Published: June 13, 2022
Across
many
species
where
inversions
have
been
implicated
in
local
adaptation,
genomes
often
evolve
to
contain
multiple,
large
that
arise
early
divergence.
Why
this
occurs
has
yet
be
resolved.
To
address
gap,
we
built
forward-time
simulations
which
flexible
characteristics
and
can
invade
a
metapopulation
undergoing
spatially
divergent
selection
for
highly
polygenic
trait.
In
our
simulations,
typically
arose
divergence,
captured
standing
genetic
variation
upon
mutation,
then
accumulated
small-effect
loci
over
time.
Under
special
conditions,
could
also
late
adaptation
capture
locally
adapted
alleles.
Polygenic
behaved
similarly
single
supergene
of
effect
were
detectable
by
genome
scans.
Our
results
show
adaptive
found
empirical
studies
(e.g.
multiple
large,
old
are
F
ST
outliers,
sometimes
overlapping
with
other
inversions)
consistent
architecture,
do
not
need
any
large-effect
genes
play
an
important
role
adaptation.
By
combining
population
quantitative
framework,
give
deeper
understanding
the
specific
conditions
needed
involved
when
architecture
is
polygenic.
This
article
part
theme
issue
‘Genomic
supergenes:
causes
evolutionary
consequences’.
Aquaculture,
Journal Year:
2024,
Volume and Issue:
583, P. 740589 - 740589
Published: Jan. 17, 2024
Genomics
is
increasingly
applied
in
breeding
programmes
for
farmed
fish
and
shellfish
species
around
the
world.
However,
current
applications
do
not
include
information
on
genome
functional
activity,
which
can
enhance
opportunities
to
predict
relationships
between
genotypes
phenotypes
hence
increase
accuracy
of
selection.
Here,
we
review
prospects
improving
aquaculture
practises
through
uptake
genomics
data
light
EU
Horizon
2020
project
AQUA-FAANG:
‘Advancing
European
Aquaculture
by
Genome
Functional
Annotation’.
This
consortium
targeted
six
major
aquaculture,
producing
thousands
genomic
datasets
from
samples
representing
embryos
mature
adults
both
sexes,
following
immunological
stimulation.
was
used
catalogue
activity
across
each
species,
revealing
transcribed
regions,
distinct
chromatin
states
regulatory
elements
impacting
gene
expression.
These
annotations
were
shared
as
open
Ensembl
browser
using
latest
reference
genomes
species.
AQUA-FAANG
offers
novel
identify
prioritize
causative
genetic
variants
responsible
diverse
traits
including
disease
resistance,
be
exploited
selective
breeding.
Such
knowledge
associated
resources
have
potential
improve
sustainability
boost
production
accelerating
gain
health
robustness
infection,
whilst
reducing
requirement
animal
testing.
We
further
outline
directions
advance
leverage
annotation
beyond
project.
Given
diversity
sectors
businesses,
incorporation
into
decisions
will
depend
technological
readiness
level
scale
operation,
with
cost-benefit
analysis
necessary
determine
most
profitable
approach
system.
Philosophical Transactions of the Royal Society B Biological Sciences,
Journal Year:
2022,
Volume and Issue:
377(1856)
Published: June 13, 2022
Supergenes
link
allelic
combinations
into
non-recombining
units
known
to
play
an
essential
role
in
maintaining
adaptive
genetic
variation.
However,
because
supergenes
can
be
maintained
over
millions
of
years
by
balancing
selection
and
typically
exhibit
strong
recombination
suppression,
both
the
underlying
functional
variants
how
are
formed
largely
unknown.
Particularly,
questions
remain
importance
inversion
breakpoint
sequences
whether
capture
pre-existing
variation
or
accumulate
this
following
suppression.
To
investigate
process
supergene
formation,
we
identified
polymorphisms
Atlantic
salmon
assembling
eleven
genomes
with
nanopore
long-read
sequencing
technology.
A
genome
assembly
from
sister
species,
brown
trout,
was
used
determine
standard
state
inversions.
We
found
evidence
for
through
genotype–environment
associations,
but
not
accumulation
deleterious
mutations.
One
young
3
Mb
segregating
North
American
populations
has
captured
that
is
still
within
arrangement
inversion,
while
some
accumulated
after
inversion.
This
two
others
had
breakpoints
disrupting
genes.
Three
multigene
inversions
matched
repeat
structures
at
did
show
any
signatures,
suggesting
shared
repeats
may
obstruct
formation.
article
part
theme
issue
‘Genomic
architecture
supergenes:
causes
evolutionary
consequences’.
Philosophical Transactions of the Royal Society B Biological Sciences,
Journal Year:
2022,
Volume and Issue:
377(1856)
Published: June 13, 2022
Supergenes
are
tightly
linked
sets
of
loci
that
inherited
together
and
control
complex
phenotypes.
While
classical
supergenes-governing
traits
such
as
wing
patterns
in
Heliconius
butterflies
or
heterostyly
Primula-have
been
studied
since
the
Modern
Synthesis,
we
still
understand
very
little
about
how
they
evolve
persist
nature.
The
genetic
architecture
supergenes
is
a
critical
factor
affecting
their
evolutionary
fate,
it
can
change
key
parameters
recombination
rate
effective
population
size,
potentially
redirecting
molecular
evolution
supergene
addition
to
surrounding
genomic
region.
To
evolution,
must
link
with
processes.
This
now
becoming
possible
recent
advances
sequencing
technology
powerful
forward
computer
simulations.
present
theme
issue
brings
theoretical
empirical
papers,
well
opinion
synthesis
which
showcase
architectural
diversity
connect
this
processes
polymorphism
maintenance
mutation
accumulation.
Here,
summarize
those
insights
highlight
new
ideas
methods
illuminate
path
for
study
article
part
'Genomic
supergenes:
causes
consequences'.
Philosophical Transactions of the Royal Society B Biological Sciences,
Journal Year:
2022,
Volume and Issue:
377(1856)
Published: June 13, 2022
Supergenes
are
involved
in
adaptation
multiple
organisms,
but
they
little
known
humans.
Genomic
inversions
the
most
common
mechanism
of
supergene
generation
and
maintenance.
Here,
we
review
information
about
two
large
that
best
examples
potential
human
supergenes.
In
addition,
do
an
integrative
analysis
newest
data
to
understand
better
their
functional
effects
underlying
genetic
changes.
We
have
found
highly
divergent
haplotypes
17q21.31
inversion
approximately
1.5
Mb
phenotypic
associations,
with
consistent
brain-related
traits,
red
white
blood
cells,
lung
function,
male
female
characteristics
disease
risk.
By
combining
gene
expression
nucleotide
variation
data,
also
analysed
molecular
differences
between
haplotypes,
including
duplications,
amino
acid
substitutions
regulatory
changes,
identify
CRHR1,
KANLS1
MAPT
as
good
candidates
be
responsible
for
these
phenotypes.
The
situation
is
more
complex
8p23.1
inversion,
where
there
no
clear
differentiation.
However,
associated
several
related
phenotypes
could
linked
specific
one
orientation.
Our
work,
therefore,
contributes
characterization
both
exceptional
variants
illustrates
important
role
inversions.
This
article
part
theme
issue
'Genomic
architecture
supergenes:
causes
evolutionary
consequences'.
Fish & Shellfish Immunology,
Journal Year:
2024,
Volume and Issue:
145, P. 109358 - 109358
Published: Jan. 3, 2024
The
spleen
is
a
conserved
secondary
lymphoid
organ
that
emerged
in
parallel
to
adaptive
immunity
early
jawed
vertebrates.
Recent
studies
have
applied
single
cell
transcriptomics
reveal
the
cellular
composition
of
several
species,
cataloguing
diverse
immune
types
and
subpopulations.
In
this
study,
51,119
nuclei
transcriptomes
were
comprehensively
investigated
commercially
important
teleost
Atlantic
salmon
(Salmo
salar
L.),
contrasting
control
animals
with
those
challenged
bacterial
pathogen
Aeromonas
salmonicida.
We
identified
clusters
representing
expected
major
types,
namely
T
cells,
B
natural
killer-like
granulocytes,
mononuclear
phagocytes,
endothelial
mesenchymal
erythrocytes
thrombocytes.
discovered
heterogeneity
within
lineages,
providing
evidence
for
resident
macrophages
melanomacrophages,
infiltrating
monocytes,
candidate
dendritic
subpopulations,
cells
at
distinct
stages
differentiation,
including
plasma
an
igt
+
subset.
provide
twelve
subsets,
cd4+
helper
regulatory
one
cd8+
subset,
three
γδT
populations
double
negative
cd4
cd8.
number
genes
showing
differential
expression
during
infection
was
highly
variable
across
largest
changes
observed
followed
by
resting
mature
cells.
Our
analysis
provides
local
inflammatory
response
alongside
maturation
spleen,
upregulation
ccr9
consistent
recruitment
gut
deal
infection.
Overall,
study
new
cell-resolved
perspective
actions
highlighting
extensive
hidden
bulk
transcriptomics.
further
large
catalogue
cell-specific
marker
can
be
leveraged
explore
function
structural
organization
salmonid
system.
Atlantic
salmon
(Salmo
salar)
in
Northeastern
US
and
Eastern
Canada
has
high
economic
value
for
the
sport
fishing
aquaculture
industries.
Large
differences
exist
between
genomes
of
European
origin
North
American
(N.A.)
origin.
Given
genetic
genomic
2
lineages,
it
is
crucial
to
develop
unique
resources
N.A.
salmon.
Here,
we
describe
that
recently
developed
research
aquaculture.
Firstly,
a
new
single
nucleotide
polymorphism
(SNP)
database
consisting
3.1
million
putative
SNPs
was
generated
using
data
from
whole-genome
resequencing
80
individuals.
Secondly,
high-density
50K
SNP
array
enriched
genic
regions
genome
containing
3
sex
determination
61
continent
markers
validated.
Thirdly,
map
composed
27
linkage
groups
with
36K
2,512
individuals
141
full-sib
families.
Finally,
chromosome-level
de
novo
assembly
male
St.
John
River
strain
PacBio
long
reads.
Information
Hi-C
proximity
ligation
sequences
Bionano
optical
mapping
used
concatenate
contigs
into
scaffolds.
The
contains
1,755
scaffolds
only
1,253
gaps,
total
length
2.83
Gb
N50
17.2
Mb.
A
BUSCO
analysis
detected
96.2%
conserved
Actinopterygii
genes
assembly,
information
guide
formation
chromosome
sequences.
Comparative
reference
confirmed
karyotype
lineages
are
caused
by
fission
Ssa01
fusions
including
p
arm
Ssa23,
Ssa08
Ssa29,
Ssa26
Ssa28.
have
provide
boost
management
farmed
wild
populations
this
highly
valued
species.
Evolutionary Applications,
Journal Year:
2023,
Volume and Issue:
16(9), P. 1568 - 1585
Published: Sept. 1, 2023
Conservation
units
represent
important
components
of
intraspecific
diversity
that
can
aid
in
prioritizing
and
protecting
at-risk
populations,
while
also
safeguarding
unique
contribute
to
species
resilience.
In
Canada,
identification
assessments
conservation
is
done
by
the
Committee
on
Status
Endangered
Wildlife
Canada
(COSEWIC).
COSEWIC
recognize
below
level
(termed
"designatable
units";
DUs)
if
unit
has
attributes
make
it
both
discrete
evolutionarily
significant.
There
are
various
ways
which
a
DU
meet
criteria
discreteness
significance,
increasing
access
"big
data"
providing
unprecedented
information
directly
inform
criteria.
Specifically,
incorporation
genomic
data
for
an
number
non-model
informing
more
assessments;
thus,
repeatable,
robust
framework
needed
integrating
these
into
characterization.
Here,
we
develop
uses
multifaceted,
weight
evidence
approach
incorporate
multiple
types,
including
genetic
data,
DUs.
We
apply
this
delineate
DUs
Atlantic
salmon
(