ArticleCirculation2023
Associations Between Extreme Temperatures and Cardiovascular Cause-Specific Mortality: Results From 27 Countries.
Article in Circulation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 214 papers, 11 of them syntheses that pooled it.
What it found
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Who cites it
214 citing papers in PubMed, 11 syntheses or guidelines pooled it, 357 citations in OpenAlex.
- Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026Pooled it
- The global burden of climate-sensitive health impacts: a systematic review of mortality, morbidity, and economic costs.The Pan African medical journal · 2026Pooled it
- Association between extreme weather events and postoperative adverse outcomes: a systematic review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025Pooled it
- Extreme Weather Events in the UK and Resulting Public Health Outcomes.International journal of public health · 2025Pooled it
- Society for Cardiovascular Magnetic Resonance recommendations toward environmentally sustainable cardiovascular magnetic resonance.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2025Guideline
- 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 Change and Cardiovascular Health: A Systematic Review.JAMA cardiology · 2024Pooled it
- Modification of heat-related effects on mortality by air pollution concentration, at small-area level, in the Attica prefecture, Greece.Environmental health : a global access science source · 2024Pooled it
- Association between temperature and mortality: a multi-city time series study in Sichuan Basin, southwest China.Environmental health and preventive medicine · 2024Pooled it
- Air Pollution and Temperature: a Systematic Review of Ubiquitous Environmental Exposures and Sudden Cardiac Death.Current environmental health reports · 2023Pooled it
- Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China.BMC public health · 2023Pooled it
- The Japanese Society of Hypertension Practical Consensus Guidelines for Seasonal Blood Pressure Management.Hypertension research : official journal of the Japanese Society of Hypertension · 2026Article
- Compound Heatwaves and Health Inequality: A Nationwide Study on Emergency Admissions and Socioeconomic Vulnerability in South Korea.GeoHealth · 2026Article
- Ambient air temperature and out-of-hospital cardiac arrest: A national case-crossover study.Journal of internal medicine · 2026Article
- Non optimal temperatures and chronic cardiovascular diseases.Seminars in immunopathology · 2026Review
- Extreme Temperatures, Elevated PM2.5, and Acute Care Events Among Dual-Eligible Nursing Facility Residents.Journal of the American Geriatrics Society · 2026Article
- Air Conditioning Use and Ambulance Transports for Heat-Related Illness Across Summer Months in the Tokyo Metropolitan Area.Environment & health (Washington, D.C.) · 2026Article
- Air Pollution, Temperature, and Demographic Vulnerability as Determinants of Cause-Specific Mortality in Portugal.Journal of xenobiotics · 2026Article
- Extreme Heat Exposure and Blood Pressure in Community Health Center Patients.JAMA network open · 2026Article
- Regional impact of extreme temperatures on cardiovascular and respiratory mortality in Thailand: cold wave burden across diverse tropical climate zones.Journal of exposure science & environmental epidemiology · 2026Article
154 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
46 authors at 20 institutions in 20 countries.
Funding
Abstract
backgroundCardiovascular disease is the leading cause of death worldwide. Existing studies on the association between temperatures and cardiovascular deaths have been limited in geographic zones and have generally considered associations with total cardiovascular deaths rather than cause-specific cardiovascular deaths.
methodsWe used unified data collection protocols within the Multi-Country Multi-City Collaborative Network to assemble a database of daily counts of specific cardiovascular causes of death from 567 cities in 27 countries across 5 continents in overlapping periods ranging from 1979 to 2019. City-specific daily ambient temperatures were obtained from weather stations and climate reanalysis models. To investigate cardiovascular mortality associations with extreme hot and cold temperatures, we fit case-crossover models in each city and then used a mixed-effects meta-analytic framework to pool individual city estimates. Extreme temperature percentiles were compared with the minimum mortality temperature in each location. Excess deaths were calculated for a range of extreme temperature days.
resultsThe analyses included deaths from any cardiovascular cause (32 154 935), ischemic heart disease (11 745 880), stroke (9 351 312), heart failure (3 673 723), and arrhythmia (670 859). At extreme temperature percentiles, heat (99th percentile) and cold (1st percentile) were associated with higher risk of dying from any cardiovascular cause, ischemic heart disease, stroke, and heart failure as compared to the minimum mortality temperature, which is the temperature associated with least mortality. Across a range of extreme temperatures, hot days (above 97.5th percentile) and cold days (below 2.5th percentile) accounted for 2.2 (95% empirical CI [eCI], 2.1-2.3) and 9.1 (95% eCI, 8.9-9.2) excess deaths for every 1000 cardiovascular deaths, respectively. Heart failure was associated with the highest excess deaths proportion from extreme hot and cold days with 2.6 (95% eCI, 2.4-2.8) and 12.8 (95% eCI, 12.2-13.1) for every 1000 heart failure deaths, respectively.
conclusionsAcross a large, multinational sample, exposure to extreme hot and cold temperatures was associated with a greater risk of mortality from multiple common cardiovascular conditions. The intersections between extreme temperatures and cardiovascular health need to be thoroughly characterized in the present day-and especially under a changing climate.
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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.