Evidence map›Paper›PMID 39926368›Full record

ArticleThe Lancet regional health. Western Pacific2025

Heatwave warnings mitigate long-term cardiovascular diseases risk from heat-related illness: a real-world prospective cohort study.

Qi Huang, Limei Ke, Linfeng Liu, Yuyang Liu, Yanjun Li, Guoqing Feng, Bo Yin, Wenxin Xiang, Jiarun Li, Keyi Lyu and 9 more

Abstract read
In one paragraph

Article in The Lancet regional health. Western Pacific, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026
    Pooled it
  2. Review
  3. Article
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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

19 authors.

Qi HuangVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Limei KeSchool of Medicine, Tsinghua University, Beijing, 100084, China.
Linfeng LiuSchool of Medicine, Tsinghua University, Beijing, 100084, China.
Yuyang LiuGuangming District Center for Disease Control and Prevention, Shenzhen, 518106, China.
Yanjun LiVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Guoqing FengSchool of Medicine, Tsinghua University, Beijing, 100084, China.
Bo YinSchool of Medicine, Tsinghua University, Beijing, 100084, China.
Wenxin XiangSchool of Medicine, Tsinghua University, Beijing, 100084, China.
Jiarun LiVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Keyi LyuInformation Technology & Security Test and Evaluation Center, The Fifteenth Research Institute of China Electronics Technology Group Corporation, Beijing, 518000, China.
Miao WangVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Qiannan TianShenzhen Health Development Research and Data Management Center, Shenzhen, 518000, China.
Liqun WuShenzhen Health Development Research and Data Management Center, Shenzhen, 518000, China.
Xiaofeng HeShenzhen Health Development Research and Data Management Center, Shenzhen, 518000, China.
Wannian LiangVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Huatang ZengShenzhen Health Development Research and Data Management Center, Shenzhen, 518000, China.
Jiming ZhuVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Kuiying GuSchool of Public Health, Soochow University, Suzhou, 215006, China.
Qian DiVanke School of Public Health, Tsinghua University, Beijing, 100084, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Global warming is intensifying, exacerbating associated health issues. Heat-related illness, a critical risk during heatwaves, significantly impacts public health, yet its long-term health effects remain poorly understood. We established a cohort to investigate these health impact and explore the mitigative role of heatwave warnings. Methods: Our cohort study enrolled 9,658,745 participants free of cardiovascular disease (CVD) at baseline from 1332 hospitals and 922 primary care centres in Shenzhen, China. The cohort was observed and followed up from January 1, 2017, to July 31, 2023. We utilized Cox proportional hazards model to analyse CVD incidence among participants who had heat-related illness versus those who did not, and further assessed causal relationship using instrumental variable approach. We employed stratified logistic regression to explore the protective effects of heatwave warning policies. Findings: Among 9,658,745 participants followed up to 6 years, 238,278 (2.47%) developed CVD. People who developed CVD were generally older, male, with a higher degree of education, and with more hospital admissions before baseline. Heat-related illness was associated with CVD, with a hazard ratio of CVD 2.526 (95% CI = 2.301-2.773) among patients with heat-related illness compared with those without heat-related illness, and instrumental variable approach analysis suggested causation. Issuing heatwave warnings reduced hospital admissions for heat-related illness (OR [95% CI] = 0.902 [0.832-0.977]) and future CVD risk (OR [95% CI] = 0.964 [0.946-0.982]). The mitigative role of heatwave warnings suggested delayed effect, with mitigative effect at greatest magnitude one to two days after issuance for heat-related illness admission and three to four days for CVD. Interpretation: Our study suggested that heat-related illness has significant long-term impacts on future CVD incidence, which can be mitigated by heatwave warnings. Funding: This study was supported by the National Natural Science Foundation of China (No. 42277419), the Sanming Project of Medicine in Shenzhen (No. SZSM202111001), and the Research Fund of Vanke School of Public Health in Tsinghua University.

Indexed as

Cardiovascular diseaseHeat-related illnessHeatwave warningsInstrumental variable

Identifiers

PMID39926368
PMCPMC11804821

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.