Evidence map›Paper›PMID 42877058›Full record

ReviewFrontiers in public health2026

Environmental cold exposure and cardiovascular mortality: biological mechanisms, regional heterogeneity, and public health implications.

Ling-Jie Xiao, Xin-Yu Ma, Ji-Zu Shi

Abstract readReview
In one paragraph

Review in Frontiers in 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.

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

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

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

3 authors.

Ling-Jie XiaoCollege of Sports Training, Jilin Sport University, Changchun, Jilin, China.
Xin-Yu MaCollege of Physical Education, Northeast Electric Power University, Jilin, Jilin, China.
Ji-Zu ShiCollege of Sports Training, Jilin Sport University, Changchun, Jilin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ambient cold exposure has been associated with increased cardiovascular mortality worldwide, but effects vary across climatic and socioeconomic settings. This narrative review synthesizes epidemiological evidence on geographic variation in cold-related cardiovascular mortality and considers environmental, biological, and societal factors that may contribute to the observed patterns. Methods: We conducted a narrative review of epidemiological studies investigating associations between ambient cold exposure and cardiovascular mortality. Climatic setting and socioeconomic context were considered as separate analytical dimensions, using local temperature distributions, seasonal patterns, study-specific cold definitions, income classification, housing and heating conditions, healthcare accessibility, and other contextual characteristics where relevant. Because study designs, exposure definitions, lag structures, outcomes, and effect measures were heterogeneous, the synthesis was qualitative; no formal quantitative pooling, causal attribution, or direct ranking of regional vulnerability was undertaken. Results: Evidence suggests that cold-related cardiovascular mortality varies across climatic and socioeconomic settings. Among 26 epidemiological studies contributing to the regional synthesis, substantial heterogeneity was observed in study design, population coverage, temperature metrics, cold definitions, lag structures, covariate adjustment, analytical approaches, outcomes, and effect measures. Methodological credibility was considered qualitatively rather than through a formal risk-of-bias score, with greater interpretive weight given to large multi-location, nationwide, or within-country studies applying standardized or internally consistent analytical frameworks. Illustrative reported estimates included approximately 6.3% of cardiovascular deaths attributable to temperatures below the county-specific minimum mortality temperature in a US analysis, 11.4% (95% CI 6.0-15.4%; lag 0-14 days) attributable to temperatures below the city-specific optimum temperature in a seven-city Norwegian analysis, and a cold-wave-related cardiovascular mortality RR of 1.076 (95% CI 1.061-1.090; lag 0-3 days) in a nationwide Thai study. Because exposure definitions, lag structures, analytical approaches, outcomes, and effect measures differed substantially among studies, no consistent quantitative gradient in vulnerability by climatic setting, latitude, or socioeconomic context could be established. The qualitative evidence suggests that regional patterns may reflect a combination of climatic conditions, biological susceptibility, behavioral responses, socioeconomic circumstances, housing and heating conditions, healthcare capacity, population-level adaptive capacity, and methodological differences. Their relative contributions cannot be determined from the available evidence, and evidence from many warm-climate and lower-resource settings remains limited.

Indexed as

Cardiovascular DiseasesCold TemperatureEnvironmental ExposurePublic HealthHumansSocioeconomic Disparities in HealthSocioeconomic Factorscardiovascular mortalityclimate adaptationcold exposureenvironmental healthregional heterogeneitysocial determinants of health

Identifiers

PMID42877058
PMCPMC13662766

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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.