European Journal of Clinical Pharmacology,
Journal Year:
2022,
Volume and Issue:
78(7), P. 1115 - 1126
Published: March 30, 2022
To
describe
presented
interaction
alerts
in
older
patients,
and
the
extent
to
which
these
require
further
medical
action
for
specific
patient
or
are
already
being
addressed.Interaction
at
a
physician
consultation,
274
consecutive
primary
care
patients
treated
with
two
more
drugs
(median
age:
75
years;
59%
female),
were
extracted.
These
based
on
Janusmed,
decision
support
integrated
records
that
provides
recommendations
managing
interactions.
One
general
practitioner
(GP)
one
GP/clinical
pharmacologist
determined
retrospect,
first
independently
then
consensus,
whether
justified
action,
considering
each
patient's
health
condition.In
all,
405
drug
151
(55%)
triggered.
Medical
response
was
deemed
medically
35
(9%)
26
(17%)
patients.
actions
most
often
involved
switch
less
interacting
from
same
class
(n
=
10),
separate
intake
9),
ordering
of
laboratory
test
8).
Out
531
suggested
by
alert
system,
only
38
(7%)
applicable
patient,
as,
instance,
parameters
satisfactorily
monitored
implemented.More
than
every
other
receives
treatment
triggers
alerts.
Nine
ten
addressed
not
relevant
clinical
setting,
whereas,
remaining
tenth,
some
unknown
reasons
had
been
taken,
reasonable.
findings
show
questionable
as
indicators
problematic
prescribing.
PLoS ONE,
Journal Year:
2021,
Volume and Issue:
16(8), P. e0255642 - e0255642
Published: Aug. 3, 2021
Background/objectives
With
an
aging
population
suffering
from
increased
prevalence
of
chronic
conditions
in
the
United
States
(U.S.),
a
large
portion
these
patients
are
on
multiple
medications.
High-risk
medications
can
increase
risk
for
drug-drug
interactions
and
medication
nonadherence.
This
study
aims
to
describe
polypharmacy
high-risk
prescribing
U.S.
physician
offices.
Methods
was
cross-sectional
Centers
Disease
Control
Prevention’s
National
Ambulatory
Medical
Care
Survey
2009
2016.
All
over
65
years
old
were
included.
Polypharmacy
categorized
as
no
(<
2
medications),
minor
(2–3
moderate
(4–5
major
(>5
medications).
Medications
further
into
categories
(anticholinergics,
cardiovascular
agents,
central
nervous
system
(CNS)
medications,
pain
other).
Comparisons
between
degrees
performed
utilizing
chi-square
or
Wilcoxon
rank-sum
tests
with
JMP
Pro
14
®
(SAS
Institute,
Cary,
NC).
Results
Over
billion
patient
visits
Overall,
common
(65.1%):
(16.2%),
(12.1%),
(36.8%).
Patients
older
compared
those
(75
vs.
73
years,
respectively)
most
frequently
prescribed
(477.3
per
1,000
total
visits).
NSAIDs
prescribed,
232.4
resulting
one
NSAID
prescription,
while
21.9
resulted
two
more
NSAIDs.
Conclusion
Most
experienced
some
degree
polypharmacy,
many
experiencing
polypharmacy.
indicates
need
expanded
pharmacist
roles
through
therapy
management
safety
monitoring
this
population.
Medical Science Educator,
Journal Year:
2023,
Volume and Issue:
33(2), P. 551 - 567
Published: Feb. 23, 2023
Deprescribing
involves
reducing
or
stopping
medications
that
are
causing
more
harm
than
good
no
longer
needed.
It
is
an
important
approach
to
managing
polypharmacy,
yet
healthcare
professionals
identify
many
barriers.
We
present
a
proposed
pre-licensure
competency
framework
describes
essential
knowledge,
teaching
strategies,
and
assessment
protocols
promote
interprofessional
deprescribing
skills.
The
considers
how
involve
patients
care
partners
in
decisions.
An
action
plan
example
curriculum
mapping
exercise
included
help
educators
assess
their
curricula,
select
implement
these
concepts
strategies
within
programs
ensure
learners
graduate
with
competencies
manage
increasingly
complex
medication
regimens
as
people
age.The
online
version
contains
supplementary
material
available
at
10.1007/s40670-022-01704-9.
Frontiers in Pharmacology,
Journal Year:
2021,
Volume and Issue:
12
Published: July 30, 2021
Background:
Age-related
comorbidities
prone
older
adults
to
polypharmacy
and
an
increased
risk
of
potentially
inappropriate
medication
(PIM)
use.
This
work
aims
analyze
the
concordance
overlap
among
EU(7)-PIM
list,
2019
Beers
criteria,
Screening
Tool
Older
Person’s
Prescriptions
(STOPP)
version
2
criteria
also
prevalence
PIM.
Methods:
A
retrospective
cohort
study
was
conducted
on
inpatients
internal
medicine
ward.
Demographic,
clinical,
pharmacological
data
were
collected,
during
March
2020.
After
PIM
identification
by
STOPP
v2
between
analyzed.
descriptive
analysis
performed,
all
results
with
a
p
-value
lower
than
0.05
considered
statistically
significant.
Results:
total
616
patients
included
in
whose
median
age
85
(Q1–Q3)
(78–89)
years.
Most
male
(51.6%),
number
days
hospitalization
17
(13–22)
days.
According
79.7,
92.0,
76.5%
adults,
respectively,
used
at
least
one
poor
(<63.4%)
observed.
An
association
prescribed
medicines
found
applied
criteria.
Moreover,
PIMs
diagnoses
endocrine,
nutritional,
metabolic
diseases,
mental,
behavioral,
neurodevelopmental
disorders,
circulatory
system
diseases
observed
according
that
musculoskeletal
connective
tissue
Conclusion:
Despite
Beers,
this
highlights
need
for
more
studies
develop
strategies
facilitate
decrease
high
hospitalized
patients.
The
new
tools
adapting
existing
medical
ward
inpatients.
Frontiers in Medicine,
Journal Year:
2022,
Volume and Issue:
9
Published: Feb. 15, 2022
Polypharmacy,
which
is
defined
as
the
use
of
5
or
more
medications,
can
exert
significant
adverse
impact
on
older
adult
patients.
The
objective
this
study
was
to
determine
prevalence
polypharmacy,
and
investigate
its
association
with
postoperative
cognitive
dysfunction
(POCD)
in
patients
who
underwent
elective
major
surgery
at
Siriraj
Hospital-Thailand's
largest
national
tertiary
referral
center.This
prospective
included
aged
≥65
years
were
scheduled
for
during
December,
2017
2019
period.
Patient
demographic,
sociodemographic,
anthropometric,
clinical,
comorbidity,
anesthetic,
surgical,
medication
data
collected
compared
between
polypharmacy
non-polypharmacy
groups.
Postoperative
diagnosed
least
a
2-point
decrease
their
Montreal
Cognitive
Assessment
score
after
surgery.
Multivariate
logistic
regression
analysis
used
identify
independent
predictors
POCD.A
total
250
(141
males,
109
females)
an
average
age
72.88
±
6.93
included.
74%.
Preoperative
showed
group
be
likely
receiving
potentially
inappropriate
cardiovascular
thoracic
surgery,
have
comorbidities.
There
non-significant
trend
POCD
(crude
odds
ratio
(OR):
2.11,
95%
confidence
interval
[CI]:
0.90-4.94;
p
=
0.08).
Benzodiazepine,
desflurane,
isoflurane
administration
all
significantly
associated
univariate
analysis.
revealed
intraoperative
benzodiazepine
(adjusted
OR
[aOR]:
2.24,
CI:
1.10-4.68;
0.026)
(aOR:
2.80,
1.35-5.81;
0.006)
two
variables
development
POCD.
Desflurane
found
protective
factor
crude
0.17
(95%
0.03-0.74,
0.019);
however,
not
multivariate
analysis.There
high
study;
although
close
(p
0.08),
Benzodiazepine
both
identified
among
undergoing
especially
those
classified
polypharmacy.
Frontiers in Pharmacology,
Journal Year:
2022,
Volume and Issue:
13
Published: May 9, 2022
Background:
Polypharmacy
has
become
a
global
health
problem
and
is
associated
with
adverse
outcomes
in
the
elderly.
This
study
evaluated
prevalence
of
polypharmacy
hyper-polypharmacy
elderly
patients
South
Korea
during
2010–2019.
Methods:
We
analyzed
outpatient
care
persons
aged
≥65
years
covered
by
National
Health
Insurance
(NHI)
using
NHI
claims
data
from
2010
to
2019.
was
defined
as
use
≥5
medications,
≥10
we
examined
them
over
periods
≥90
days
≥180
days.
The
average
annual
percent
change
(AAPC)
calculated
Joinpoint
statistical
software.
Results:
among
medication
decreased
42.5%
41.8%
2019,
for
increased
10.4%
14.4%.
37.8%
38.1%
6.4%
9.4%.
steadily
patients,
AAPCs
3.7
4.5,
respectively.
Conclusion:
remained
stably
high,
rates
about
42
38%,
respectively,
past
10
Korea.
Therefore,
strategies
address
need
be
implemented.
Further
research
also
required
identify
clinical
(including
mortality
risks)
polypharmacy.
Biology of Sex Differences,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: May 12, 2023
Evidence
from
clinical
research
indicates
that
men
and
women
can
differ
in
response
to
drug
treatment.
The
knowledge
database
Janusmed
Sex
Gender
was
developed
illuminate
potential
sex
gender
differences
therapy
and,
therefore,
achieve
a
better
patient
safety.
contains
non-commercial
evidence-based
information
on
substances
regarding
aspects
Here,
we
describe
our
experiences
reflections
collecting,
analyzing,
evaluating
the
evidence.
BMC Bioinformatics,
Journal Year:
2021,
Volume and Issue:
22(1)
Published: Aug. 21, 2021
Abstract
Background
Drug–drug
interactions
(DDIs)
refer
to
processes
triggered
by
the
administration
of
two
or
more
drugs
leading
side
effects
beyond
those
observed
when
are
administered
themselves.
Due
massive
number
possible
drug
pairs,
it
is
nearly
impossible
experimentally
test
all
combinations
and
discover
previously
unobserved
effects.
Therefore,
machine
learning
based
methods
being
used
address
this
issue.
Methods
We
propose
a
Siamese
self-attention
multi-modal
neural
network
for
DDI
prediction
that
integrates
multiple
similarity
measures
have
been
derived
from
comparison
characteristics
including
targets,
pathways
gene
expression
profiles.
Results
Our
proposed
model
provides
advantages:
(1)
It
trained
end-to-end,
overcoming
limitations
models
composed
separate
steps,
(2)
offers
explainability
via
an
Attention
mechanism
identifying
salient
input
features
(3)
achieves
similar
better
performance
(AUPR
scores
ranging
0.77
0.92)
compared
state-of-the-art
tested
on
various
benchmark
datasets.
Novel
predictions
further
validated
using
independent
data
resources.
Conclusions
find
able
accurately
predict
DDIs
mechanism,
typically
in
Natural
Language
Processing
domain,
can
be
beneficially
applied
aid
explainability.