Evidence map›Paper›PMID 41503281›Full record

ArticleAmerican journal of preventive cardiology2026

Global burden of ischemic heart disease attributable to temperature extremes in adults aged 40 years and older: Trends, inequalities, and projections (1990-2050).

Ziang Zuo, Quanlin Yang, Yongxin Sun, Ben Huang

Abstract read
In one paragraph

Article in American journal of preventive cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

The trial behind it

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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

2 citing papers in PubMed.

  1. 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

4 authors.

Ziang ZuoDepartment of Cardiac Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Quanlin YangDepartment of Cardiac Surgery, Zhongshan Hospital Xiamen Branch, Fudan University, Xiamen, China.
Yongxin SunDepartment of Cardiac Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Ben HuangDepartment of Cardiac Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ischemic heart disease (IHD) remains the leading cause of global mortality. Apart from traditional risk factors like hypertension and dyslipidemia, ambient temperature extremes-both cold and heat-have increasingly been recognized as important but underexplored contributors to IHD burden, with the impact of climate change necessitating a deeper understanding of temperature-related cardiovascular risks. Here we performed a cross-sectional analysis of Global Burden of Disease 2021 data stratified by region, sex, age, and Socio-Demographic Index (SDI) aiming to demonstrating the burden of temperature extremes-related IHD. Temporal trends were quantified using estimated annual percentage change (EAPC), inequalities were assessed via the slope index and concentration index, and autoregressive integrated moving average models were used to project burden through 2050. In 2021, cold-related IHD accounted for 505,300 deaths and 9.96 million disability-adjusted life years (DALYs) worldwide. Cold-related mortality and DALYs declined since 1990 (EAPC = -1.73), whereas heat-related IHD-although smaller in absolute terms-rose over time (EAPC = 1.68). High-SDI regions experienced the largest reductions in cold-related IHD, while low-SDI regions exhibited the steepest increases in heat-related burden. Age- and sex-specific patterns differed: in males both cold- and heat-related burdens peaked at 60-69 years; in females cold-related burden peaked at 80-84 years and heat-related burden at 65-69 years. Projections suggest a continued decline in cold-related IHD but a rising heat-related burden. These findings underscore the need for climate-sensitive public health strategies to mitigate temperature-related cardiovascular risk, particularly in less developed regions.

Indexed as

Disease burdenHealth inequalitiesIschemic heart diseaseTemperature extremes

Identifiers

PMID41503281
PMCPMC12771079

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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.