Evidence map›Paper›PMID 42410777›Full record

ArticleMedicine2026

Leisure screen time, cardiometabolic pathways, and frailty: A two-step Mendelian randomization analysis.

Ye Cao, Qunxiong Fan, Nan Xia, Qing Hao, Yi Feng

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
–field-weighted citation impact
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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Ye CaoDepartment of Cardiology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, People's Republic of China.
Qunxiong FanDepartment of Cardiology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, People's Republic of China.
Nan XiaDepartment of Cardiology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, People's Republic of China.
Qing HaoDepartment of Pulmonary and Critical Care Medicine, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, People's Republic of China.
Yi FengDepartment of Cardiology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, People's Republic of China.ORCID 0009-0000-9721-087

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Whether leisure screen time (LST) is causally related to frailty remains uncertain. We used Mendelian randomization (MR) to examine the association of genetically proxied LST with frailty risk and to explore potential mediation through cardiometabolic factors. Summary-level genome-wide association study data for LST, frailty, and candidate mediators were obtained from large consortia. Two-sample MR was conducted using inverse-variance weighted (IVW) as the primary estimator, with MR-Egger, weighted median, weighted mode, MR-PRESSO, and radial MR used as complementary analyses. A two-step MR framework was used to assess mediation through body mass index (BMI), hypertension (HTN), coronary artery disease (CAD), and type 2 diabetes (T2D). Higher genetically predicted LST was associated with a higher risk of frailty after radial MR outlier correction (IVW OR = 1.157, 95% CI: 1.118-1.197, P = 5.42e-17), with broadly consistent directions across sensitivity estimators. Although heterogeneity was observed in the initial analysis, residual heterogeneity and directional pleiotropy were not evident after radial MR correction. In two-step MR analyses, BMI, HTN, CAD, and T2D showed separate, modest mediation signals, accounting for 11.4%, 12.7%, 7.2%, and 7.8% of the total effect, respectively. Genetic evidence was consistent with a potential causal association between higher LST and increased frailty risk. BMI, HTN, CAD, and T2D may each partly mediate this association, although the mediation estimates were modest, pathway-specific, and non-additive. Further studies with refined exposure phenotyping and interventional designs are needed to determine whether reducing screen-based sedentary behavior can help prevent frailty.

Indexed as

FrailtyLeisure ActivitiesMendelian Randomization AnalysisScreen TimeBody Mass IndexCardiometabolic Risk FactorsCoronary Artery DiseaseDiabetes Mellitus, Type 2Genome-Wide Association StudyHumansHypertensioncardiometabolic riskfrailtyleisure screen timemediation analysisMendelian randomization

Identifiers

PMID42410777
PMCPMC13336955

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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.