ArticlePeerJ2017
Ambient temperature and cardiovascular mortality: a systematic review and meta-analysis.
Article in PeerJ, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 8 of them syntheses that pooled 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.
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.
Who cites it
77 citing papers in PubMed, 8 syntheses or guidelines pooled it, 198 citations in OpenAlex.
- Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026Pooled it
- Associations between sunshine and influenza or influenza-like illness, a systematic review and meta-analysis.International journal of biometeorology · 2026Pooled it
- Sex differences in the impact of extreme heat on cardiovascular disease outcomes: a systematic review and meta-analysis.Environmental health : a global access science source · 2025Pooled it
- Effect modifiers of the temperature-mortality association for general and older adults population of Brazil's metropolitan areas.Cadernos de saude publica · 2025Pooled it
- Climate, Air Quality and Their Contribution to Cardiovascular Disease Morbidity and Mortality in Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis.Global heart · 2025Pooled it
- Countrywide analysis of heat- and cold-related mortality trends in the Czech Republic: growing inequalities under recent climate warming.International journal of epidemiology · 2024Pooled it
- Effects of high temperatures and heatwaves on dengue fever: a systematic review and meta-analysis.EBioMedicine · 2023Pooled it
- Knowledge Gaps and Research Priorities on the Health Effects of Heatwaves: A Systematic Review of Reviews.International journal of environmental research and public health · 2022Pooled it
- Cerebral and peripheral haemodynamics at rest and in response to orthostasis during 3 days of simulated heatwave.Experimental physiology · 2026Article
- Association between ambient temperature and blood pressure in hypertensive adults in Bogor City, Indonesia: a 6-year longitudinal cohort study.Osong public health and research perspectives · 2026Article
- Health risk assessment of wildfire smoke exposure: a protocol for a systematic review and meta-analysis.Systematic reviews · 2026Article
- Predicting Daily Cardiovascular Emergencies Using Weather and Air Quality Data: A 23-Year Machine-Learning Analysis in Taiwan.GeoHealth · 2026Article
- Exploring age and gender sensitivity to high-temperature days: impacts on respiratory, cardiovascular, and all-cause mortality in summer in Flanders.Archives of public health = Archives belges de sante publique · 2026Article
- Association between cold climates and in-hospital mortality of acute heart failure: An observational study using multilevel analysis.Medicine · 2026Observational
- Exploring Emerging Trends in Climate Change's Impacts on the Cardiopulmonary Health of Adults Living in the Canton of Valais, Switzerland: Preliminary Autumn and Winter Results from a Pilot Study.International journal of environmental research and public health · 2026Article
- Environmental cold exposure and cardiovascular mortality: biological mechanisms, regional heterogeneity, and public health implications.Frontiers in public health · 2026Review
- Climate change effects in older people's health: A scoping review.Journal of advanced nursing · 2025Article
- Extreme Heat, Social Factors, and Mortality Among California Veterans With Cardiometabolic Disease.JAMA network open · 2025Article
- Feeling the heat: associations among daily ambient temperatures, extreme heat days and risk mortality in Australian dogs from New South Wales (1997-2017).Australian veterinary journal · 2025Article
- State-of-Art in Studying the Public Health Effects of Heat: A Literature Review.Global challenges (Hoboken, NJ) · 2025Review
17 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionOur study aims at identifying and quantifying the relationship between the cold and heat exposure and the risk of cardiovascular mortality through a systematic review and meta-analysis. MATERIAL AND
methodsA systematic review and meta-analysis were conducted based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. Peer-reviewed studies about the temperature and cardiovascular mortality were retrieved in the MEDLINE, Web of Science, and Scopus databases from January 2000 up to the end of 2015. The pooled effect sizes of short-term effect were calculated for the heat exposure and cold exposure separately. Also, we assessed the dose-response relationship of temperature-cardiovascular mortality by a change in units of latitudes, longitude, lag days and annual mean temperature by meta-regression.
resultAfter screening the titles, abstracts and full texts, a total of 26 articles were included in the meta-analysis. The risk of cardiovascular mortality increased by 5% (RR, 1.055; 95% CI [1.050-1.060]) for the cold exposure and 1.3% (RR, 1.013; 95% CI [1.011-1.015]) for the heat exposure. The short-term effects of cold and heat exposure on the risk of cardiovascular mortality in males were 3.8% (RR, 1.038; 95% CI [1.034-1.043]) and 1.1%( RR, 1.011; 95% CI [1.009-1.013]) respectively. Moreover, the effects of cold and heat exposure on risk of cardiovascular mortality in females were 4.1% (RR, 1.041; 95% CI [1.037-1.045]) and 1.4% (RR, 1.014; 95% CI [1.011-1.017]) respectively. In the elderly, it was at an 8.1% increase and a 6% increase in the heat and cold exposure, respectively. The greatest risk of cardiovascular mortality in cold temperature was in the 14 lag days (RR, 1.09; 95% CI [1.07-1.010]) and in hot temperatures in the seven lag days (RR, 1.14; 95% CI [1.09-1.17]). The significant dose-response relationship of latitude and longitude in cold exposure with cardiovascular mortality was found. The results showed that the risk of cardiovascular mortality increased with each degree increased significantly in latitude and longitude in cold exposure (0.2%, 95% CI [0.006-0.035]) and (0.07%, 95% CI [0.0003-0.014]) respectively. The risk of cardiovascular mortality increased with each degree increase in latitude in heat exposure (0.07%, 95% CI [0.0008-0.124]).
conclusionOur findings indicate that the increase and decrease in ambient temperature had a relationship with the cardiovascular mortality. To prevent the temperature- related mortality, persons with cardiovascular disease and the elderly should be targeted. The review has been registered with PROSPERO (registration number CRD42016037673).
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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.