Evidence map›Paper›PMID 38592606›Full record

SynthesisJournal of general internal medicine2024

Frailty as an Effect Modifier in Randomized Controlled Trials: A Systematic Review.

Aaron Yao, Linhui Gao, Jiajun Zhang, Joyce M Cheng, Dae Hyun Kim

Open access · hybridAbstract readSystematic Review
In one paragraph

Synthesis in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
5.5field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 16 citations in OpenAlex.

  1. Relative impact of multidomain lifestyle interventions on deficit accumulation frailty over 24 months in the U.S. POINTER trial.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
    Trial
  2. Associations Between Deficit Accumulation Frailty and Baseline Markers of Lifestyle in the U.S. POINTER Trial.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Trial
  3. Article
  4. Review
  5. Review
  6. Aging-Driven Inter-Organ Crosstalk in Postmenopausal Osteoporosis: From Immunometabolic Drift to Multisystem Frailty.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. What Do We Know About Prevention of Frailty in Women?American journal of lifestyle medicine · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 4 institutions in 2 countries.

Aaron Yao *VillageMD Research Institute, Chicago, IL, USA. ayao@villagemd.com.ORCID 0000-0001-9000-0378
Linhui Gao *FastHSR, Glen Allen, VA, USA.
Jiajun Zhang *Qingdao Municipal Hospital, Qingdao, Shandong, China.
Joyce M ChengThe Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Dae Hyun KimHinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA.
Beth Israel Deaconess Medical Center · USJohns Hopkins University · USQingdao University · CNVirginia Commonwealth University · US

Funding

Applications of Claims-Based Frailty Index to Advance Evidence for Frailty-Guided Decision-Making - Extension to ADRDR01AG071809 · NIA · HEBREW REHABILITATION CENTER FOR AGED · PI KIM, DAE HYUN · 2021 to 2025
$3.5M
Mid-Career Mentoring Award For Patient-Oriented Research in Frailty and Health OutcomesK24AG073527 · NIA · HEBREW REHABILITATION CENTER FOR AGED · PI Dae Hyun Kim · 2022 to 2026
$862k
National Institute of Health K24AG073527National Institute of Health R01AG071809NIA NIH HHS K24 AG073527NIA NIH HHS R01 AG071809
6 · The paper itself

Abstract

backgroundThe effect of clinical interventions may vary by patients' frailty status. Understanding treatment effect heterogeneity by frailty could lead to frailty-guided treatment strategies and reduce overtreatment and undertreatment. This systematic review aimed to examine the effect modification by frailty in randomized controlled trials (RCTs) that evaluate pharmacological, non-pharmacological, and multicomponent interventions.

methodsWe searched PubMed, Web of Science, EMBASE, and ClinicalTrial.gov, from their inception to 8 December 2023. Two reviewers independently extracted trial data and examined the study quality with senior authors.

resultsSixty-one RCTs that evaluated the interaction between frailty and treatment effects in older adults were included. Frailty was evaluated using different tools such as the deficit accumulation frailty index, frailty phenotype, and other methods. The effect of several pharmacological interventions (e.g., edoxaban, sacubitril/valsartan, prasugrel, and chemotherapy) varied according to the degree of frailty, whereas other treatments (e.g., antihypertensives, vaccinations, osteoporosis medications, and androgen medications) demonstrated consistent benefits across different frailty levels. Some non-pharmacological interventions had greater benefits in patients with higher (e.g., chair yoga, functional walking, physical rehabilitation, and higher dose exercise program) or lower (e.g., intensive lifestyle intervention, psychosocial intervention) levels of frailty, while others (e.g., resistance-type exercise training, moderate-intensive physical activity, walking and nutrition or walking) produced similar intervention effects. Specific combined interventions (e.g., hospital-based disease management programs) demonstrated inconsistent effects across different frailty levels. DISCUSSION: The efficacy of clinical interventions often varied by frailty levels, suggesting that frailty is an important factor to consider in recommending clinical interventions in older adults. REGISTRATION: PROSPERO registration number CRD42021283051.

Indexed as

FrailtyRandomized Controlled Trials as TopicAgedFrail ElderlyHumanseffect modifierfrailtyrandomized controlled trials

Identifiers

PMID38592606
PMCPMC11169165
OpenAlexW4394603294

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.