Evidence map›Paper›PMID 38662866›Full record

ArticleCirculation research2024

Heat and Cardiovascular Mortality: An Epidemiological Perspective.

Nidhi Singh, Ashtyn Tracy Areal, Susanne Breitner, Siqi Zhang, Stefan Agewall, Tamara Schikowski, Alexandra Schneider

Registry-linked trialOpen access · hybridAbstract read
In one paragraph

Article in Circulation research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07491133 (Effect of Ambient Temperature on Insulin Absorption and Change in Blood Glucose Levels in Individuals With Type 1 Diabetes), which is not on this map. Cited by 40 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 1 pooled it
19.5field-weighted citation impact, top 1% of its field
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.

NCT07491133 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Effect of Ambient Temperature on Insulin Absorption and Change in Blood Glucose Levels in Individuals With Type 1 Diabetes

TypeinterventionalSponsorInstitut de Recherches Cliniques de MontrealRan2026 to 2027Enrolled30ConditionsType 1 Diabetes MellitusArmsEnvironmental Temperature Exposure
3 · Its place in the literature

Who cites it

40 citing papers in PubMed, 1 synthesis or guideline pooled it, 62 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Adaptation to heat stress by diversification of the vertebrate heat shock transcription factor family.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
    Review
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Rainfall events and mortality in Brazil.Journal of exposure science & environmental epidemiology · 2026
    Article
  15. Article
  16. Cerebrovascular regulation during heat stress.Experimental physiology · 2026
    Review
  17. Article
  18. Article
  19. Article
  20. Article
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

7 authors at 3 institutions in 3 countries.

Nidhi SinghIUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany (N.S., A.T.A., T.S.).ORCID 0000-0002-4191-4189
Ashtyn Tracy ArealIUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany (N.S., A.T.A., T.S.).ORCID 0000-0002-6272-6726
Susanne BreitnerInstitute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (S.B., A.S.).
Siqi Zhang
Stefan AgewallInstitute of Clinical Medicine, University of Oslo, Norway (S.A.).ORCID 0000-0002-6942-6312
Tamara Schikowski *IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany (N.S., A.T.A., T.S.).ORCID 0000-0002-4559-9374
Alexandra Schneider *Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (S.B., A.S.).ORCID 0000-0002-1084-2442
Leibniz Institute of Environmental Medicine · DEHelmholtz Zentrum München · DEKarolinska University Hospital · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As global temperatures rise, extreme heat events are projected to become more frequent and intense. Extreme heat causes a wide range of health effects, including an overall increase in morbidity and mortality. It is important to note that while there is sufficient epidemiological evidence for heat-related increases in all-cause mortality, evidence on the association between heat and cause-specific deaths such as cardiovascular disease (CVD) mortality (and its more specific causes) is limited, with inconsistent findings. Existing systematic reviews and meta-analyses of epidemiological studies on heat and CVD mortality have summarized the available evidence. However, the target audience of such reviews is mainly limited to the specific field of environmental epidemiology. This overarching perspective aims to provide health professionals with a comprehensive overview of recent epidemiological evidence of how extreme heat is associated with CVD mortality. The rationale behind this broad perspective is that a better understanding of the effect of extreme heat on CVD mortality will help CVD health professionals optimize their plans to adapt to the changes brought about by climate change and heat events. To policymakers, this perspective would help formulate targeted mitigation, strengthen early warning systems, and develop better adaptation strategies. Despite the heterogeneity in evidence worldwide, due in part to different climatic conditions and population dynamics, there is a clear link between heat and CVD mortality. The risk has often been found to be higher in vulnerable subgroups, including older people, people with preexisting conditions, and the socioeconomically deprived. This perspective also highlights the lack of evidence from low- and middle-income countries and focuses on cause-specific CVD deaths. In addition, the perspective highlights the temporal changes in heat-related CVD deaths as well as the interactive effect of heat with other environmental factors and the potential biological pathways. Importantly, these various aspects of epidemiological studies have never been fully investigated and, therefore, the true extent of the impact of heat on CVD deaths remains largely unknown. Furthermore, this perspective also highlights the research gaps in epidemiological studies and the potential solutions to generate more robust evidence on the future consequences of heat on CVD deaths.

Indexed as

Cardiovascular DiseasesClimate ChangeExtreme HeatHot TemperatureHumansRisk Factorscardiovascular diseasesclimate changeextreme heatmortalitypopulation dynamics

Identifiers

PMID38662866
PMCPMC11042530
OpenAlexW4395447535

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.