Evidence mapPaperPMID 41803752Full record

ArticleBMC public health2026

Joint associations of chronic heat exposure and physical activity with the risk of knee osteoarthritis: a prospective cohort study based on the UK biobank.

Yongjie Lao, Alimjan Ablitip, Yanjun Li, Qingyuan Wang, Yuchen Zhuang, Jianxiu Liu, Xindong Ma

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Article in BMC public health, 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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1 · What the graph read from it

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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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yongjie Lao *Division of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China.
Alimjan Ablitip *Division of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China.
Yanjun LiVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Qingyuan WangDivision of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China.
Yuchen ZhuangDivision of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China.
Jianxiu LiuDivision of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China. liujianxiu@mail.tsinghua.edu.cn.
Xindong MaDivision of Sports Science and Physical Education, Tsinghua University, Beijing, 100084, China. maxd@mail.tsinghua.edu.cn.

Funding

Climate Change, Health and Sports Performance Program funded by Nike Sports (China) Ltd None
6 · The paper itself

Abstract

backgroundThis study aimed to examine the independent and joint associations of chronic heat exposure and physical activity (PA) with the risk of developing knee osteoarthritis (KOA).

methodsWe analyzed data from 352,904 participants in the UK Biobank cohort, free of KOA at baseline. Chronic heat exposure was quantified as the proportion of days with daily maximum temperature > 27 °C during the 5 years before baseline and dichotomised at the 75th percentile. PA was assessed at baseline via the International Physical Activity Questionnaire and classified as low, medium, or high. Incident KOA (ICD-10, M17) was ascertained through linked health records. Cox proportional hazards models evaluated associations. Sensitivity analyses included alternative heat cut-offs, alternative heat windows, 1- and 2-year landmark analyses, and an accelerometer sub-cohort.

resultsOver a mean follow-up of 11.3 years, 23,146 KOA cases were identified. In fully adjusted models, high heat exposure was associated with a modestly lower KOA risk compared with low heat exposure (HR 0.90, 95% CI 0.87–0.93). Relative to high PA, both medium and low PA were associated with lower KOA risk (HR 0.93 for both). In joint analyses, high heat exposure was associated with lower KOA risk within each PA category; within the high-heat group, both medium and low PA showed similarly reduced risk relative to high PA. Findings were directionally consistent across sensitivity analyses.

conclusionsChronic heat exposure was associated with a lower risk of incident KOA, and higher total weekly physical activity volume was associated with a higher KOA risk. In joint analyses, high heat exposure was associated with lower KOA risk within each physical activity category. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

ExerciseHot TemperatureOsteoarthritis, KneeAgedBiological Specimen BanksFemaleHumansMaleMiddle AgedProspective StudiesRisk FactorsUK BiobankUnited KingdomCohortHeatKnee osteoarthritisPhysical activityUK biobank

Identifiers

PMID41803752
PMCPMC13085393

What Socratic holds

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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 Socratic graph.