Frontiers in Microbiology,
Journal Year:
2024,
Volume and Issue:
15
Published: July 12, 2024
The
fight
against
bacterial
antibiotic
resistance
must
be
given
critical
attention
to
avert
the
current
and
emerging
crisis
of
treating
infections
due
inefficacy
clinically
relevant
antibiotics.
Intrinsic
genetic
mutations
transferrable
genes
(ARGs)
are
at
core
development
resistance.
However,
traditional
alignment
methods
for
detecting
ARGs
have
limitations.
Artificial
intelligence
(AI)
approaches
can
potentially
augment
detection
identify
targets
antagonistic
bactericidal
bacteriostatic
molecules
that
or
developed
as
This
review
delves
into
literature
regarding
various
AI
identifying
annotating
ARGs,
highlighting
their
potential
Specifically,
we
discuss
(1)
direct
identification
classification
from
genome
DNA
sequences,
(2)
plasmid
(3)
putative
feature
selection.
Pharmaceuticals,
Journal Year:
2023,
Volume and Issue:
16(11), P. 1615 - 1615
Published: Nov. 15, 2023
Antibiotics
have
revolutionized
medicine,
saving
countless
lives
since
their
discovery
in
the
early
20th
century.
However,
origin
of
antibiotics
is
now
overshadowed
by
alarming
rise
antibiotic
resistance.
This
global
crisis
stems
from
relentless
adaptability
microorganisms,
driven
misuse
and
overuse
antibiotics.
article
explores
subsequent
emergence
It
delves
into
mechanisms
employed
bacteria
to
develop
resistance,
highlighting
dire
consequences
drug
including
compromised
patient
care,
increased
mortality
rates,
escalating
healthcare
costs.
The
elucidates
latest
strategies
against
drug-resistant
encompassing
innovative
approaches
such
as
phage
therapy,
CRISPR-Cas9
technology,
exploration
natural
compounds.
Moreover,
it
examines
profound
impact
resistance
on
development,
rendering
pursuit
new
economically
challenging.
limitations
challenges
developing
novel
are
discussed,
along
with
hurdles
regulatory
process
that
hinder
progress
this
critical
field.
Proposals
for
modifying
facilitate
development
presented.
withdrawal
major
pharmaceutical
firms
research
examined,
potential
re-engage
interest.
also
outlines
initiatives
overcome
economic
incentivize
emphasizing
international
collaborations
partnerships.
Finally,
sheds
light
government-led
a
specific
focus
Middle
East.
discusses
proactive
measures
taken
governments
region,
Saudi
Arabia
United
Arab
Emirates,
combat
threat.
In
face
multifaceted
approach
imperative.
provides
valuable
insights
complex
landscape
challenges,
collaborative
efforts
required
ensure
future
where
remain
effective
tools
safeguarding
public
health.
Journal of Medicine Surgery and Public Health,
Journal Year:
2024,
Volume and Issue:
2, P. 100081 - 100081
Published: March 2, 2024
Antimicrobial
resistance
(AMR)
is
a
critical
global
health
issue
driven
by
antibiotic
misuse
and
overuse
in
various
sectors,
leading
to
the
emergence
of
resistant
microorganisms.
The
history
AMR
dates
back
discovery
penicillin,
with
rise
multidrug-resistant
pathogens
posing
significant
challenges
healthcare
systems
worldwide.
antibiotics
human
animal
health,
as
well
agriculture,
contributes
spread
genes,
creating
"Silent
Pandemic"
that
could
surpass
other
causes
mortality
2050.
affects
both
humans
animals,
treating
infections.
Various
mechanisms,
such
enzymatic
modification
biofilm
formation,
enable
microbes
withstand
effects
antibiotics.
lack
effective
threatens
routine
medical
procedures
lead
millions
deaths
annually
if
left
unchecked.
economic
impact
substantial,
projected
losses
trillions
dollars
financial
burdens
on
agriculture.
Artificial
intelligence
being
explored
tool
combat
improving
diagnostics
treatment
strategies,
although
data
quality
algorithmic
biases
exist.
To
address
effectively,
One
Health
approach
considers
human,
animal,
environmental
factors
crucial.
This
includes
enhancing
surveillance
systems,
promoting
stewardship
programs,
investing
research
development
for
new
antimicrobial
options.
Public
awareness,
education,
international
collaboration
are
essential
combating
preserving
efficacy
future
generations.
Plants,
Journal Year:
2023,
Volume and Issue:
12(17), P. 3077 - 3077
Published: Aug. 28, 2023
Undoubtedly,
the
advent
of
antibiotics
in
19th
century
had
a
substantial
impact,
increasing
human
life
expectancy.
However,
multitude
scientific
investigations
now
indicate
that
we
are
currently
experiencing
phase
known
as
post-antibiotic
era.
There
is
genuine
concern
might
regress
to
time
before
and
confront
widespread
outbreaks
severe
epidemic
diseases,
particularly
those
caused
by
bacterial
infections.
These
have
demonstrated
epidemics
thrive
under
environmental
stressors
such
climate
change,
depletion
natural
resources,
detrimental
activities
wars,
conflicts,
antibiotic
overuse,
pollution.
Moreover,
bacteria
possess
remarkable
ability
adapt
mutate.
Unfortunately,
current
development
insufficient,
future
appears
grim
unless
abandon
our
approach
generating
synthetic
rapidly
lose
their
effectiveness
against
multidrug-resistant
bacteria.
Despite
vital
role
modern
medicine,
medicinal
plants
served
primary
source
curative
drugs
since
ancient
times.
Numerous
reports
published
over
past
three
decades
suggest
could
serve
promising
alternative
ineffective
combating
infectious
diseases.
Over
few
years,
phenolic
compounds,
alkaloids,
saponins,
terpenoids
exhibited
noteworthy
antibacterial
potential,
primarily
through
membrane-disruption
mechanisms,
protein
binding,
interference
with
intermediary
metabolism,
anti-quorum
sensing,
anti-biofilm
activity.
optimize
utilization
effective
drugs,
further
advancements
omics
technologies
network
pharmacology
will
be
required
order
identify
optimal
combinations
among
these
compounds
or
conjunction
antibiotics.
Diagnostics,
Journal Year:
2023,
Volume and Issue:
13(20), P. 3246 - 3246
Published: Oct. 18, 2023
Antibiotic
resistance
is
a
global
public
health
concern,
posing
significant
threat
to
the
effectiveness
of
antibiotics
in
treating
bacterial
infections.
The
accurate
and
timely
detection
antibiotic-resistant
bacteria
crucial
for
implementing
appropriate
treatment
strategies
preventing
spread
resistant
strains.
This
manuscript
provides
an
overview
current
emerging
technologies
used
bacteria.
We
discuss
traditional
culture-based
methods,
molecular
techniques,
innovative
approaches,
highlighting
their
advantages,
limitations,
potential
future
applications.
By
understanding
strengths
limitations
these
technologies,
researchers
healthcare
professionals
can
make
informed
decisions
combating
antibiotic
improving
patient
outcomes.
Microorganisms,
Journal Year:
2023,
Volume and Issue:
11(9), P. 2127 - 2127
Published: Aug. 22, 2023
The
emergence
of
antimicrobial
resistance
(AMR)
is
a
global
health
problem
without
geographic
boundaries.
This
increases
the
risk
complications
and,
thus,
makes
it
harder
to
treat
infections,
which
can
result
in
higher
healthcare
costs
and
greater
number
deaths.
Antimicrobials
are
often
used
infections
from
pathogens
food-producing
animals,
making
them
potential
source
AMR.
Overuse
misuse
these
drugs
animal
agriculture
lead
development
AMR
bacteria,
then
be
transmitted
humans
through
contaminated
food
or
direct
contact.
It
therefore
essential
take
multifaceted,
comprehensive,
integrated
measures,
following
One
Health
approach.
To
address
this
issue,
many
countries
have
implemented
regulations
limit
use.
our
knowledge,
there
previous
studies
based
on
animals;
however,
paper
adds
novelty
related
livestock,
as
we
include
recent
publications
field
worldwide.
In
work,
aim
describe
most
critical
high-risk
among
worldwide
problem.
We
also
focus
dissemination
genes
well
its
consequences
animals
humans,
future
strategies
tackle
threat.
Antibiotics,
Journal Year:
2024,
Volume and Issue:
13(8), P. 746 - 746
Published: Aug. 9, 2024
Antibiotic
resistance
emerged
shortly
after
the
discovery
of
first
antibiotic
and
has
remained
a
critical
public
health
issue
ever
since.
Managing
in
clinical
settings
continues
to
be
challenging,
particularly
with
rise
superbugs,
or
bacteria
resistant
multiple
antibiotics,
known
as
multidrug-resistant
(MDR)
bacteria.
This
rapid
development
compelled
researchers
continuously
seek
new
antimicrobial
agents
curb
resistance,
despite
shrinking
pipeline
drugs.
Recently,
focus
shifted
plants,
fungi,
lichens,
endophytes,
various
marine
sources,
such
seaweeds,
corals,
other
microorganisms,
due
their
promising
properties.
For
this
review,
an
extensive
search
was
conducted
across
scientific
databases,
including
PubMed,
Elsevier,
ResearchGate,
Scopus,
Google
Scholar,
encompassing
publications
from
1929
2024.
review
provides
concise
overview
mechanisms
employed
by
develop
followed
in-depth
exploration
plant
secondary
metabolites
potential
solution
MDR
pathogens.
In
recent
years,
interest
plant-based
medicines
surged,
driven
advantageous
However,
additional
research
is
essential
fully
understand
action
verify
safety
phytochemicals.
Future
prospects
for
enhancing
use
combating
antibiotic-resistant
pathogens
will
also
discussed.
Frontiers in Veterinary Science,
Journal Year:
2024,
Volume and Issue:
11
Published: Jan. 31, 2024
Artificial
intelligence
(AI)
is
a
fast-paced
technological
advancement
in
terms
of
its
application
to
various
fields
science
and
technology.
In
particular,
AI
has
the
potential
play
roles
veterinary
clinical
practice,
enhancing
way
care
delivered,
improving
outcomes
for
animals
ultimately
humans.
Also,
recent
years,
emergence
led
new
direction
biomedical
research,
especially
translational
research
with
great
potential,
promising
revolutionize
science.
applicable
antimicrobial
resistance
(AMR)
cancer
drug
design
vaccine
development,
epidemiology,
disease
surveillance,
genomics.
Here,
we
highlighted
discussed
impact
aspects
practice
proposing
this
technology
as
key
tool
addressing
pressing
global
health
challenges
across
domains.
Frontiers in Pharmacology,
Journal Year:
2024,
Volume and Issue:
15
Published: Aug. 16, 2024
Antibacterial
drug
resistance
poses
a
significant
challenge
to
modern
healthcare
systems,
threatening
our
ability
effectively
treat
bacterial
infections.
This
review
aims
provide
comprehensive
overview
of
the
types
and
mechanisms
antibacterial
resistance.
To
achieve
this
aim,
thorough
literature
search
was
conducted
identify
key
studies
reviews
on
mechanisms,
strategies
next-generation
antimicrobials
contain
antimicrobial
In
review,
major
with
examples
including
target
site
modifications,
decreased
influx,
increased
efflux
pumps,
enzymatic
inactivation
antibacterials
has
been
discussed.
Moreover,
biofilm
formation,
horizontal
gene
transfer
methods
also
included.
Furthermore,
measures
(interventions)
taken
control
have
discussed
in
detail.
Overall,
provides
valuable
insights
into
diverse
employed
by
bacteria
resist
effects
drugs,
aim
informing
future
research
guiding
stewardship
efforts.
npj Antimicrobials and Resistance,
Journal Year:
2025,
Volume and Issue:
3(1)
Published: Jan. 7, 2025
Artificial
intelligence
(AI)
has
transformed
infectious
disease
control,
enhancing
rapid
diagnosis
and
antibiotic
discovery.
While
conventional
tests
delay
diagnosis,
AI-driven
methods
like
machine
learning
deep
assist
in
pathogen
detection,
resistance
prediction,
drug
These
tools
improve
stewardship
identify
effective
compounds
such
as
antimicrobial
peptides
small
molecules.
This
review
explores
AI
applications
diagnostics,
therapy,
discovery,
emphasizing
both
strengths
areas
needing
improvement.
Computational and Structural Biotechnology Journal,
Journal Year:
2025,
Volume and Issue:
27, P. 423 - 439
Published: Jan. 1, 2025
Antimicrobial
resistance
(AMR)
is
a
major
threat
to
global
public
health.
The
current
review
synthesizes
address
the
possible
role
of
Artificial
Intelligence
and
Machine
Learning
(AI/ML)
in
mitigating
AMR.
Supervised
learning,
unsupervised
deep
reinforcement
natural
language
processing
are
some
main
tools
used
this
domain.
AI/ML
models
can
use
various
data
sources,
such
as
clinical
information,
genomic
sequences,
microbiome
insights,
epidemiological
for
predicting
AMR
outbreaks.
Although
relatively
new
fields,
numerous
case
studies
offer
substantial
evidence
their
successful
application
outbreaks
with
greater
accuracy.
These
provide
insights
into
discovery
novel
antimicrobials,
repurposing
existing
drugs,
combination
therapy
through
analysis
molecular
structures.
In
addition,
AI-based
decision
support
systems
real-time
guide
healthcare
professionals
improve
prescribing
antibiotics.
also
outlines
how
AI
surveillance,
analyze
trends,
enable
early
outbreak
identification.
Challenges,
ethical
considerations,
privacy,
model
biases
exist,
however,
continuous
development
methodologies
enables
play
significant
combating