bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 3, 2023
A
long-standing
question
concerns
the
role
of
Z-DNA
in
transcription.
Here
we
use
a
deep
learning
approach
based
on
published
DeepZ
algorithm
that
predicts
Z-flipons
DNA
sequence,
structural
properties
nucleotides
and
omics
data.
We
examined
are
conserved
between
human
mouse
genomes
after
generating
whole-genome
maps
by
training
ChIP-seq
data,
then
overlapping
results
with
common
set
data
features.
revealed
similar
pattern
transcription
factors
histone
marks
associated
Z-flipons,
showing
enrichment
for
regulation
coupled
chromatin
organization.
15%
7%
fell
alternative
bidirectional
promoters.
found
CpG-promoters
increased
initiation
rates.
Our
findings
empower
further
experimental
explorations
to
examine
how
flip
alters
readout
genetic
information
facilitating
transition
one
epigenetic
state
another.
Royal Society Open Science,
Journal Year:
2024,
Volume and Issue:
11(6)
Published: June 1, 2024
The
Zα
fold
specifically
binds
to
both
Z-DNA
and
Z-RNA,
left-handed
nucleic
acid
structures
that
form
under
physiological
conditions
are
encoded
by
flipons.
I
trace
the
back
unicellular
organisms
representing
all
three
domains
of
life
realm
giant
nucleocytoplasmic
DNA
viruses
(NCVs).
canonical
is
present
in
earliest
known
holozoan
symbiont
Capsaspora
owczarzaki
persists
vertebrates
some
invertebrates,
but
not
plants
or
fungi.
In
metazoans,
starting
with
porifera,
incorporated
into
double-stranded
RNA
editing
enzyme
ADAR
reflects
an
early
relationship
NCV.
vertebrates,
also
ZBP1
PKZ
proteins
recognize
host-derived
Z-RNAs
defend
against
modern-day
viruses.
A
related
fold,
likely
bind
Z-DNA,
thought
modulate
gene
expression,
including
a
subset
prokaryote
arsR
p15
(PC4)
family
algae.
Other
variants
probably
play
more
general
role
reinitiation
transcription
include
archaeal
human
factor
E
polymerase
3
subunit
C
proteins.
roles
immunity
underlie
natural
selection
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Aug. 1, 2024
A
long-standing
question
concerns
the
role
of
Z-DNA
in
transcription.
Here
we
use
a
deep
learning
approach
DeepZ
that
predicts
Z-flipons
based
on
DNA
sequence,
structural
properties
nucleotides
and
omics
data.
We
examined
are
conserved
between
human
mouse
genomes
after
generating
whole-genome
Z-flipon
maps
then
validated
them
by
orthogonal
approaches
high
resolution
chemical
mapping
transformer
algorithm
Z-DNABERT.
For
mouse,
revealed
similar
pattern
transcription
factors,
chromatin
remodelers,
histone
marks
associated
with
Z-flipons.
found
significant
enrichment
alternative
bidirectional
promoters
neurogenesis
genes.
show
increased
experimentally
determined
reinitiation
rates
compared
to
without
Z-flipons,
but
affecting
elongation
or
pausing.
Our
findings
support
model
where
engage
Transcription
Factor
E
impact
phenotype
enabling
reset
preinitiation
complexes
when
active,
suppression
gene
expression
engaged
repressive
complexes.
Annals of the Rheumatic Diseases,
Journal Year:
2024,
Volume and Issue:
83(7), P. 830 - 837
Published: May 15, 2024
Systemic
lupus
erythematosus
(SLE)
is
a
prototypic
autoimmune
disease
characterised
by
antibodies
to
DNA
(anti-DNA)
and
other
nuclear
macromolecules.
Anti-DNA
are
markers
for
classification
activity
promote
pathogenesis
forming
immune
complexes
that
deposit
in
the
tissue
or
stimulate
cytokine
production.
Studies
on
antibody
response
have
focused
primarily
conformation
of
known
as
B-DNA,
classic
right-handed
double
helix.
Among
conformations
DNA,
Z-DNA
left-handed
helix
with
zig-zag
backbone;
hence,
term
Z-DNA.
formation
favoured
certain
base
sequences,
energetically
unfavourable
flip
from
B-DNA
dependent
conditions.
differs
its
immunogenicity
animal
models.
Furthermore,
anti-Z-DNA
antibodies,
but
not
anti-B-DNA
can
be
present
otherwise
healthy
individuals.
In
SLE,
occur
association
cross-reactive
response,
rising
falling
together.
While
formed
transiently
chromosomal
stably
bacterial
biofilms;
biofilms
provide
protection
against
antibiotics
challenges
including
elements
host
defence.
The
high
GC
content
also
favours
do
DNA-binding
proteins
origin.
Together,
these
findings
suggest
sources
enhance
and,
production
bind
both
As
such,
act
molecular
chameleon
that,
when
stabilised
conformation,
drive
autoimmunity.
As
with
all
new
fields
of
discovery,
work
on
the
biological
role
G-quadruplexes
(GQ)
has
produced
a
number
results
that
at
first
glance
are
quite
baffling,
sometimes
because
they
do
not
fit
well
together,
but
mostly
different
from
commonly
held
expectations.
Like
other
classes
flipons,
those
form
have
repeat
sequence
motif
enables
fold.
The
canonical
DNA
(G3N1-7)3G3,
where
N
is
any
nucleotide
and
G
guanine,
feature
under
active
selection
in
avian
mammalian
genomes.
involvement
G-flipons
genome
maintenance
traces
back
to
invertebrate
C.
elegans
ancient
repair
pathways.
A
for
GQ
transcription
supported
by
observation
yeast
Rap1
protein
binds
both
B-DNA,
sequence-specific
manner,
GQ,
structure-specific
through
same
helix.
Other
factors
(TF)
also
engage
conformations.
RNAs
can
modulate
formation
manner
cellular
machinery
as
localized
TF,
linking
RNA
world
modern
world.
coevolution
proteins
studies
early
embryonic
development,
transient
potentially
coordinates
epigenetic
specification
cell
fate.
Journal of The Royal Society Interface,
Journal Year:
2025,
Volume and Issue:
22(224)
Published: March 1, 2025
Recent
findings
have
confirmed
the
long-held
belief
that
alternative
DNA
conformations
encoded
by
genetic
elements
called
flipons
important
biological
roles.
Many
of
these
structures
are
formed
sequences
originally
spread
throughout
human
genome
endogenous
retroelements
(ERE)
captured
50%
territory
before
being
disarmed.
Only
2.6%
remaining
codes
for
proteins.
Other
organisms
instead
streamlined
their
genomes
eliminating
invasive
and
other
repeat
elements.
The
question
arises,
why
retain
any
ERE
at
all?
A
new
synthesis
suggests
enable
to
learn
programme
context-specific
readout
information
altering
transcripts
produced.
exchange
energy
is
mediated
through
changes
in
topology.
Here
I
provide
a
formulation
how
describe
underlying
p-bit
algorithm
which
tuned.
framework
strategies
therapeutic
reprogramming
cells.
International Journal of Molecular Sciences,
Journal Year:
2025,
Volume and Issue:
26(9), P. 4032 - 4032
Published: April 24, 2025
Genomic
sequences
that
form
three-stranded
triplexes
(TPXs)
under
physiological
conditions
(called
T-flipons)
play
an
important
role
in
defining
DNA
nucleosome-free
regions
(NFRs).
Within
these
NFRs,
other
flipon
types
can
cycle
conformations
to
actuate
gene
expression.
The
transcripts
read
from
the
NFR
condensates
engage
proteins
and
small
RNAs.
helicases
bound
then
trigger
RNA
polymerase
release
by
dissociating
7SK
ribonucleoprotein.
TPXs
formed
usually
incorporate
as
third
strand.
made
only
arise
mostly
during
replication.
Many
(sRNAs)
long
noncoding
(lncRNA)
direct
TPX
formation.
with
circular
RNAs
have
greater
stability
specificity
than
those
linear
LncRNAs
affect
local
expression
through
formation
transcriptional
interference.
seeded
lncRNAs
are
updated
feedback
loops
involving
genes
they
regulate.
Some
also
target
distant
loci
a
sequence-specific
manner.
Overall,
rapidly
evolve
adding
or
subtracting
sequence
motifs
modify
nucleate.
show
less
conservation
protein-coding
sequences.
sRNAs
help
place
nucleosomes
restrict
endogenous
retroelement
(ERE)
silencing
of
EREs
starts
early
embryogenesis
is
essential
for
bootstrapping
development.
Once
system
set,
different
role,
notable
enrichment
Short
Interspersed
Nuclear
Repeats
(SINEs)
Enhancer–Promoter
condensates.
highly
programmable
TPX-dependent
processes
create
chromaverse
capable
many
complexities.
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(5), P. 2556 - 2556
Published: Feb. 22, 2024
Antibodies
to
DNA
are
a
diverse
set
of
antibodies
that
bind
sites
on
DNA,
polymeric
macromolecule
displays
various
conformations.
In
previous
study,
we
showed
sera
normal
healthy
subjects
(NHS)
contain
IgG
Z-DNA,
left-handed
helix
with
zig-zig
backbone.
Recent
studies
have
demonstrated
the
presence
Z-DNA
in
bacterial
biofilms,
suggesting
source
this
conformation
induce
responses.
To
characterize
further
used
an
ELISA
assay
brominated
poly(dGdC)
as
and
determined
isotype
these
their
binding
properties.
Results
indicate
NHS
IgM
IgA
well
anti-Z-DNA
antibodies.
As
shown
by
effects
ionic
strength
association
dissociation
assays,
primarily
electrostatic
interactions;
type
differs
from
induced
immunized
animals
which
non-ionic
interactions.
Furthermore,
urea
caused
at
molar
concentrations
much
lower
than
those
for
These
also
fecal
water.
Together,
demonstrate
occur
commonly
immunity
may
arise
response
origin.
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(19), P. 10299 - 10299
Published: Sept. 25, 2024
As
with
all
new
fields
of
discovery,
work
on
the
biological
role
G-quadruplexes
(GQs)
has
produced
a
number
results
that
at
first
glance
are
quite
baffling,
sometimes
because
they
do
not
fit
well
together,
but
mostly
different
from
commonly
held
expectations.
Like
other
classes
flipons,
those
form
have
repeat
sequence
motif
enables
fold.
The
canonical
DNA
(G3N1–7)3G3,
where
N
is
any
nucleotide
and
G
guanine,
feature
under
active
selection
in
avian
mammalian
genomes.
involvement
G-flipons
genome
maintenance
traces
back
to
invertebrate
Caenorhabditis
elegans
ancient
repair
pathways.
GQs
transcription
supported
by
observation
yeast
Rap1
protein
binds
both
B-DNA,
sequence-specific
manner,
GQs,
structure-specific
through
same
helix.
Other
factors
(TFs)
also
engage
conformations
actuate
cellular
transactions.
Noncoding
RNAs
can
modulate
GQ
formation
manner
machinery
as
localized
TFs,
linking
RNA
world
modern
world.
coevolution
noncoding
proteins
studies
early
embryonic
development,
transient
coordinates
epigenetic
specification
cell
fate.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: March 28, 2024
Abstract
Motivation
Deep
learning
methods
have
been
successfully
applied
to
the
tasks
of
predicting
non-B
DNA
structures,
however
model
performance
depends
on
availability
experimental
data
for
training.
Experimental
technologies
structure
detection
are
limited
subsets
that
active
at
time
an
experiment
and
cannot
detect
entire
functional
set
elements.
Recently
deep
generative
models
demonstrated
promising
results
in
augmentation
approach
improving
classifier
trained
augmented
real
generated
data.
Here
we
aimed
testing
diffusion
comparison
other
explore
task
prediction.
Results
We
tested
denoising
probabilistic
implicit
(DDPM
DDIM),
Wasserstein
adversarial
network
(WGAN)
vector
quantised
variational
autoencoder
(VQ-VAE)
Z-DNA,
G-quadruplexes
H-DNA.
showed
increased
quality
classifiers
with
being
best
Z-DNA
H-DNA
while
WGAN
worked
better
G4s.
Diffusion
diversity
all
types
produced
novelty
Since
require
substantial
resources,
distillation
technique
can
significantly
enhance
sampling
training
models.
When
considering
three
criteria
-quality
samples,
speed,
diversity,
conclude
trade-off
is
possible
between
architectures
such
as
VQ-VAE.
Availability
The
code
conducted
experiments
freely
available
https://github.com/powidla/nonB-DNA-structures-generation
.
Contact
[email protected]
Supplementary
information
Journal
Name
online.