Breaking the code: Using the Precision Health Model to guide research and clinical care
Nursing Outlook,
Journal Year:
2025,
Volume and Issue:
73(3), P. 102396 - 102396
Published: April 21, 2025
Precision
health
is
a
person-centered
approach
to
and
well-being
that
operationalized
through
evaluating
omics-level
profiles
their
associations
with
the
exposome.
A
precision
addresses
challenge
"one
size
does
not
fit
all"
in
management
of
an
individual's
health.
The
purpose
this
white
paper
introduce
Health
Model
its
application
research
clinical
care.
An
expert
panel
reviewed
synthesized
extant
literature
related
health,
current
state
omics'
science,
common
exposome
factors
influence
health/illness
continuum.
case
study
provides
framework
for
Model.
key
domains
are
defined
serve
as
platform
development
Application
will
provide
inclusive,
equitable,
Language: Английский
Construction of a Feature Gene and Machine Prediction Model for Inflammatory Bowel Disease Based on Multi - Chip Joint Analysis
Yan Chaosheng,
No information about this author
Jingjing Rao,
No information about this author
Dai Yuanyuan
No information about this author
et al.
Research Square (Research Square),
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 22, 2025
Abstract
Background
Inflammatory
bowel
disease
(IBD)
is
a
chronic
non
-
specific
inflammatory
disorder
triggered
by
immune
responses
and
genetic
factors.
Currently,
there
no
cure
for
IBD,
its
etiology
remains
unclear.
As
result,
early
detection
diagnosis
of
IBD
pose
significant
challenges.
Therefore,
investigating
biomarkers
in
peripheral
blood
utmost
importance,
as
it
can
assist
doctors
the
identification
management
IBD.
Methods
We
employed
multi
chip
joint
analysis
approach
to
thoroughly
explore
database.
Based
on
methods
such
artificial
neural
networks
(ANN),
machine
learning
techniques,
SHAP
model,
we
developed
diagnostic
model
To
select
features,
utilized
three
algorithms:
Least
Absolute
Shrinkage
Selection
Operator
(LASSO),
Support
Vector
Machine
(SVM),
Random
Forest
(RF)
screen
differentially
expressed
genes.
Additionally,
conducted
an
depth
enriched
molecular
pathways
these
genes
through
Gene
Ontology
(GO)
Kyoto
Encyclopedia
Genes
Genomes
(KEGG)
pathway
enrichment
analysis.
Moreover,
used
interpret
results
process.
Finally,
examined
relationship
between
cells.
Results
Through
learning,
identified
four
crucial
namely
LOC389023,
DUOX2,
LCN2,
DEFA6.
The
was
elucidate
contribution
model.
These
are
primarily
associated
with
system
modulation
microbial
alterations.
GO
KEGG
analyses
indicated
that
demonstrated
excellent
performance
Antimicrobial
IL
−
17
signaling
pathways.
By
performing
correlation
differential
cells,
found
M1
macrophages
exhibited
stable
changes
across
all
M2
macrophages,
resting
mast
neutrophils,
activated
CD4
memory
T
cells
showed
differences
among
Conclusion
have
(LOC389023,
DEFA6)
related
effects
Our
findings
suggest
algorithms
outperform
ANN
This
research
provides
theoretical
foundation
clinical
diagnosis,
targeted
therapy,
prognosis
evaluation
Language: Английский
Dietary inflammatory potential, genetic predisposition, and incidence of Crohn’s disease and ulcerative colitis
Nutrition & Metabolism,
Journal Year:
2025,
Volume and Issue:
22(1)
Published: May 1, 2025
Language: Английский
Recent clinical evidence on nutrition, novel pharmacotherapy, and vaccination in inflammatory bowel diseases
Theodora Claudia Gheonea,
No information about this author
Mária Bogdán,
No information about this author
Andreea-Daniela Meca
No information about this author
et al.
Frontiers in Pharmacology,
Journal Year:
2024,
Volume and Issue:
15
Published: Sept. 6, 2024
Inflammatory
bowel
diseases
(IBD),
which
enclose
Crohn's
disease
(CD)
and
ulcerative
colitis
(UC),
are
chronic,
relapsing
inflammatory
ailments.
Their
specific
pathogenesis
is
not
completely
clarified,
the
worldwide
incidence
prevalence
of
IBD
has
been
steadily
growing,
there
still
a
definitive
cure.
The
management
become
more
targeted,
with
immune
mediators
identified
to
be
involved
in
its
pathogenesis.
Vedolizumab,
humanised
monoclonal
antibody
binding
specifically
α4β7
integrin,
gut-selective
immunosuppressive
biologic
drug
administered
for
both
CD
UC.
With
same
indications
as
vedolizumab,
ustekinumab
fully
human
IgG1κ
specificity
shared
p40
protein
subunit
cytokines
interleukin
(IL)-12
IL-23.
Several
selective
IL-23p19
antibodies
(risankizumab,
mirikizumab,
guselkumab)
have
also
revealed
admirable
efficacy
safety
patients.
Nutrition
very
important
environmental
factor
associated
onset
progression
IBD,
Western
diet
considered
contribute
development
IBD.
In
this
narrative
review,
our
aim
present
an
overview
main
results
from
recent
clinical
studies
on
regarding
diet,
new
treatments,
vaccination.
Language: Английский