Precision
medicine
is
an
approach
to
maximise
the
effectiveness
of
disease
treatment
and
prevention
minimise
harm
from
medications
by
considering
relevant
demographic,
clinical,
genomic
environmental
factors
in
making
decisions.
complex,
even
for
decisions
about
single
drugs
diseases,
as
it
requires
expert
consideration
multiple
measurable
that
affect
pharmacokinetics
pharmacodynamics,
many
patient-specific
variables.
Given
increasing
number
patients
with
conditions
medications,
there
a
need
apply
lessons
learned
precision
monotherapy
management
optimise
polypharmacy.
However,
optimisation
polypharmacy
particularly
challenging
because
vast
interacting
influence
drug
use
response.
In
this
narrative
review,
we
aim
provide
latest
research
findings
achieve
context
Specifically,
review
aims
(1)
summarise
challenges
achieving
specific
polypharmacy;
(2)
synthesise
current
approaches
(3)
summary
literature
field
prediction
unknown
drug–drug
interactions
(DDI)
(4)
propose
novel
For
our
proposed
model
be
implemented
routine
clinical
practice,
comprehensive
intervention
bundle
needs
integrated
into
electronic
medical
record
using
bioinformatic
on
wide
range
data
predict
effects
regimens
individual.
addition,
clinicians
trained
interpret
results
sources
including
pharmacogenomic
testing,
DDI
physiological-pharmacokinetic-pharmacodynamic
modelling
inform
their
medication
reviews.
Future
studies
are
needed
evaluate
efficacy
test
generalisability
so
can
at
scale,
aiming
improve
outcomes
people
Precision
medicine
is
an
approach
to
maximise
the
effectiveness
of
disease
treatment
and
prevention
minimise
harm
from
medications
by
considering
relevant
demographic,
clinical,
genomic
environmental
factors
in
making
decisions.
complex,
even
for
decisions
about
single
drugs
diseases,
as
it
requires
expert
consideration
multiple
measurable
that
affect
pharmacokinetics
pharmacodynamics,
many
patient-specific
variables.
Given
increasing
number
patients
with
conditions
medications,
there
a
need
apply
lessons
learned
precision
monotherapy
management
optimise
polypharmacy.
However,
optimisation
polypharmacy
particularly
challenging
because
vast
interacting
influence
drug
use
response.
In
this
narrative
review,
we
aim
provide
latest
research
findings
achieve
context
Specifically,
review
aims
(1)
summarise
challenges
achieving
specific
polypharmacy;
(2)
synthesise
current
approaches
(3)
summary
literature
field
prediction
unknown
drug-drug
interactions
(DDI)
(4)
propose
novel
For
our
proposed
model
be
implemented
routine
clinical
practice,
comprehensive
intervention
bundle
needs
integrated
into
electronic
medical
record
using
bioinformatic
on
wide
range
data
predict
effects
regimens
individual.
addition,
clinicians
trained
interpret
results
sources
including
pharmacogenomic
testing,
DDI
physiological-pharmacokinetic-pharmacodynamic
modelling
inform
their
medication
reviews.
Future
studies
are
needed
evaluate
efficacy
test
generalisability
so
can
at
scale,
aiming
improve
outcomes
people
Journal of the American Geriatrics Society,
Journal Year:
2023,
Volume and Issue:
72(2), P. 589 - 603
Published: Nov. 25, 2023
Abstract
Background
The
Drug
Burden
Index
(DBI)
measures
an
individual's
total
exposure
to
anticholinergic
and
sedative
medications.
This
systematic
review
aimed
investigate
the
association
of
DBI
with
clinical
prescribing
outcomes
in
observational
pharmaco‐epidemiological
studies,
effect
on
functional
pre‐clinical
models.
Methods
A
search
nine
electronic
databases,
citation
indexes
gray
literature
was
performed
(April
1,
2007–December
31,
2022).
Studies
that
reported
primary
data
or
conducted
any
setting
humans
aged
≥18
years
animals
were
included.
Quality
assessment
using
Joanna
Briggs
Institute
critical
appraisal
tools
Systematic
Review
Centre
for
Laboratory
animal
Experimentation
risk
bias
tool.
Results
Of
2382
studies
screened,
70
met
inclusion
criteria
(65
humans,
five
animals).
In
included
function
(
n
=
56),
cognition
20),
falls
14),
frailty
7),
mortality
9),
quality
life
8),
hospitalization
length
stay
5),
readmission
1),
other
15)
2).
higher
significantly
associated
increased
(11/14,
71%),
poorer
(31/56,
55%),
(11/20,
55%)
related
outcomes.
Narrative
synthesis
used
due
significant
heterogeneity
study
population,
setting,
type,
definition
DBI,
outcome
measures.
could
not
be
pooled
heterogeneity.
animals,
18),
2),
1).
a
caused
frailty.
Conclusions
may
decreased
cognition.
Higher
inconsistently
mortality,
stay,
frailty,
reduced
life.
Human
findings
respect
are
supported
by
preclinical
interventional
studies.
as
tool
identify
older
adults
at
harm.
British Journal of Clinical Pharmacology,
Journal Year:
2022,
Volume and Issue:
89(2), P. 687 - 698
Published: Aug. 30, 2022
The
drug
burden
index
(DBI)
measures
a
person's
total
exposure
to
anticholinergic
and
sedative
medications,
which
are
commonly
associated
with
harm.
Through
incorporating
the
DBI
in
electronic
medical
records
(eMR)
implementing
stewardship
program,
we
aimed
determine
(i)
uptake
of
steward's
recommendations
deprescribe
and/or
drugs
by
team
(ii)
whether
accepted
were
actioned
hospital
or
recommended
for
follow-up
General
Practitioner
post-discharge.
Drugs & Aging,
Journal Year:
2023,
Volume and Issue:
40(7), P. 633 - 642
Published: May 9, 2023
Implementation
of
the
Drug
Burden
Index
(DBI)
as
a
risk
assessment
tool
in
clinical
practice
may
facilitate
deprescribing.
The
purpose
this
study
is
to
evaluate
how
comprehensive
intervention
bundle
using
DBI
impacts
(i)
proportion
older
inpatients
with
at
least
one
DBI-contributing
medication
stopped
or
dose
reduced
on
discharge,
compared
admission;
and
(ii)
changes
deprescribing
different
classes
during
hospitalisation.
This
before-and-after
was
conducted
an
Australian
metropolitan
tertiary
referral
hospital.
Patients
aged
≥
75
years
admitted
acute
care
service
for
48
h
from
December
2020
October
2021
prescribed
were
included.
During
control
period,
usual
provided.
intervention,
access
added,
including
clinician
interface
displaying
score
electronic
medical
record.
In
subsequent
'stewardship'
stewardship
pharmacist
used
provide
clinicians
patient-specific
recommendations
medications.
Overall,
457
hospitalisations
patients
stopped/reduced
discharge
increased
29.9%
(control
period)
37.5%
[intervention;
adjusted
difference
(aRD)
6.5%,
95%
confidence
intervals
(CI)
−3.2
17.5%]
43.1%
(stewardship;
aRD
12.1%,
CI
1.0–24.0%).
opioid
prescriptions
rose
17.9%
45.7%
(p
=
0.04).
Integrating
accompanying
program
promising
strategy
sedative
anticholinergic
medications
inpatients.
International Journal of Medical Informatics,
Journal Year:
2023,
Volume and Issue:
172, P. 105017 - 105017
Published: Feb. 9, 2023
Poorly
designed
electronic
medication
management
systems
(EMMS)
or
computerized
physician
order
entry
(CPOE)
in
hospital
settings
can
result
usability
issues
and
turn,
patient
safety
risks.
As
a
science,
human
factors
analysis
methods
have
potential
to
support
the
safe
usable
design
of
EMMS.To
identify
describe
that
been
used
redesign
EMMS
settings.A
systematic
review,
following
PRISMA
guidelines,
was
conducted
by
searching
online
databases
relevant
journals
from
January
2011
May
2022.
Studies
were
included
if
they
described
practical
application
clinician-facing
EMMS,
its
components.
Methods
extracted
mapped
centered
(HCD)
activities:
understanding
context
use;
specifying
user
requirements;
producing
solutions;
evaluating
design.Twenty-one
papers
met
inclusion
criteria.
Overall,
21
with
prototyping,
testing,
participant
surveys/questionnaires
interviews
most
frequent.
Human
frequently
evaluate
system
(n
=
67;
56.3%).
Nineteen
(90%)
aimed
and/or
iterative
design;
only
one
paper
utilized
safety-oriented
method
one,
mental
workload
assessment
method.While
review
identified
methods,
primarily
subset
available
rarely
focused
on
safety.
Given
high-risk
nature
complex
environments,
for
harm
due
poorly
there
is
significant
apply
more
design.
Journal of Medical Internet Research,
Journal Year:
2023,
Volume and Issue:
25, P. e44540 - e44540
Published: July 31, 2023
As
a
response
to
the
COVID-19
pandemic,
Sydney
Local
Health
District
in
New
South
Wales,
Australia,
launched
rpavirtual
program,
first
full-scale
virtual
hospital
remotely
monitor
and
follow
up
stable
patients
with
COVID-19.
part
of
intervention,
pulse
oximeter
wearable
device
was
delivered
their
oxygen
saturation
levels,
critical
indicator
patient
deterioration.
Understanding
users'
perceptions
toward
is
fundamental
assessing
its
usability
acceptability
contributing
effectiveness
but
no
research
date
has
explored
user
experience
for
remote
monitoring
this
setting.This
study
aimed
explore
use,
performance,
by
clinicians
during
COVID-19.Semistructured
interviews
testing
were
conducted.
Stable
adult
(aged
≥18
years)
who
used
monitored
rpavirtual,
these
interviewed.
Clinicians
could
be
nurses,
doctors,
or
staff
team
that
assisted
use
oximeter.
Usability
conducted
had
when
they
contacted.
Interviews
coded
using
Theoretical
Framework
Acceptability.
think-aloud
protocol.
Data
collected
until
reached.Twenty-one
(average
age
51,
SD
13
15
41,
11
completed
interview.
Eight
testing.
All
participants
liked
thought
it
easy
use.
They
also
good
understanding
how
device's
purpose.
Patients'
use-related
characteristics
(eg,
warmth
hands
hand
steadiness)
identified
users
as
factors
negatively
impacting
accurate
oximeter.Patients
very
positive
monitoring,
indicating
high
device.
However,
may
impact
accuracy
should
considered
delivering
interventions
monitoring.
Targeted
instructions
about
necessary
specific
populations
older
people
unfamiliar
technology).
Further
focus
on
integration
data
into
electronic
medical
records
real-time
secure
Age and Ageing,
Journal Year:
2022,
Volume and Issue:
51(3)
Published: Jan. 6, 2022
Aged
care
coverage
in
Australia
is
universal
but
fragmented
and
has
been
challenged
by
government
policy
to
deregulate
aged
open
it
up
market
forces.
A
recent
inquiry
into
(Royal
Commission
Care
Quality
Safety)
documented
the
outcome
of
this
policy-substandard
at
most
levels.
The
provision
services
older
Aboriginal
Torres
Strait
Islander
peoples,
who
have
high
prevalence
frailty
cognitive
impairment,
was
also
identified
as
inadequate.
effects
yet
be
implemented
changes
funding
response
report
remain
seen.
Despite
backdrop,
geriatricians
contributed
a
steady
growth
medical
interventions
focussed
on
specific
geriatric
issues
such
dementia,
falls,
polypharmacy
orthogeriatrics.
These
are
often
driven
by,
or
collaboration
with
researchers,
aim
generate
research
data
well
provide
patient
care.
numbers
academic
other
health
professionals
increasing,
training
specialist
now
includes
significant
component.