ArticlePLoS medicine2019
Association between temperature variability and daily hospital admissions for cause-specific cardiovascular disease in urban China: A national time-series study.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 2 of them syntheses that pooled it.
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Who cites it
69 citing papers in PubMed, 2 syntheses or guidelines pooled it, 162 citations in OpenAlex.
- Hourly level analysis of the effects of temperature extremes on emergency ambulance calls.Journal of global health · 2025Pooled it
- The effect of high temperatures on risk of hospitalization in northern Vietnam.Environmental science and pollution research international · 2022Pooled it
- Mapping the Burden of Ischemic Stroke Attributable to Temperature Variation under Climate Change Scenarios Accounting for Long-Term Adaptation.Environmental health perspectives · 2026Article
- Upward Air Temperature Shifts and Acute Cardiovascular Events in Individuals with Atherosclerotic Cardiovascular Disease: A Time-Stratified Case-Crossover Study.The Lancet regional health. Europe · 2026Article
- Temperature fluctuations and genetic influences on Parkinson's disease: a comprehensive analysis of temperature variability and time spent outdoors in the United States (1999-2023).Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Article
- Cold climate dual threats: lagged and nonlinear effects of air pollution and meteorological extremes on acute myocardial infarction risk.BMC cardiovascular disorders · 2025Article
- Heterogeneous impact of fine particulate matter constituents on pulmonary tuberculosis onset: a multicenter time series study in Beijing.BMC public health · 2025Article
- Prevalence, spectrum and aetiology of valvular heart disease based on community echocardiographic screening transition from different altitudes in Yunnan, China.Heart (British Cardiac Society) · 2025Article
- The association between temperature variability, morbidity and mortality for specific categories of disease: A systematic review and meta-analysis.Hygiene and environmental health advances · 2025Article
- Examination of the association between temperature variability and cardiovascular and respiratory mortality in South Africa, 2006-2016.Frontiers in epidemiology · 2025Article
- Landscape fire PMNature communications · 2024Article
- Relationship between temperature and acute myocardial infarction: a time series study in Xuzhou, China, from 2018 to 2020.BMC public health · 2024Observational
- Associations of short-term ambient temperature exposure with lung function in middle-aged and elderly people: A longitudinal study in China.Eco-Environment & Health · 2024Article
- Narrative synthesis of the effectiveness and characteristics of heart failure disease self-management support programmes.ESC heart failure · 2024Review
- Article
- Epidemiology and Burden of Heart Failure in Asia.JACC. Asia · 2024Review
- Time-series analysis of temperature variability and cardiovascular emergency department visits in Atlanta over a 27-year period.Environmental health : a global access science source · 2024Article
- SRPNet: stroke risk prediction based on two-level feature selection and deep fusion network.Frontiers in physiology · 2024Article
- Effects of PMFrontiers in public health · 2024Article
- Seasonal impact of diurnal temperature range on intracerebral hemorrhage in middle-aged and elderly people in central China.Epidemiology and health · 2024Article
9 more citing papers are in PubMed but not listed here.
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Authors and funding
14 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEpidemiological studies have provided compelling evidence of associations between ambient temperature and cardiovascular disease. However, evidence of effects of daily temperature variability on cardiovascular disease is scarce and mixed. We aimed to examine short-term associations between temperature variability and hospital admissions for cause-specific cardiovascular disease in urban China. METHODS AND
findingsWe conducted a national time-series analysis in 184 cities in China between 2014 and 2017. Data on daily hospital admissions for ischemic heart disease, heart failure, heart rhythm disturbances, and ischemic stroke were obtained from the database of Urban Employee Basic Medical Insurance (UEBMI) including 0.28 billion enrollees. Temperature data were acquired from the China Meteorological Data Sharing Service Center. Temperature variability was calculated from the standard deviation (SD) of daily minimum and maximum temperatures over exposure days. City-specific associations between temperature variability and cardiovascular disease were examined with overdispersed Poisson models controlling for calendar time, day of the week, public holiday, and daily mean temperature and relative humidity. Random-effects meta-analyses were performed to obtain national and regional average associations. We also plotted exposure-response relationship curve using a natural cubic spline of temperature variability. There were 8.0 million hospital admissions for cardiovascular disease during the study period. At the national-average level, a 1-°C increase in temperature variability at 0-1 days (TV0-1) was associated with a 0.44% (0.32%-0.55%), 0.31% (0.20%-0.43%), 0.48% (0.01%-0.96%), 0.34% (0.01%-0.67%), and 0.82% (0.59%-1.05%) increase in hospital admissions for cardiovascular disease, ischemic heart disease, heart failure, heart rhythm disturbances, and ischemic stroke, respectively. The estimates decreased but remained significant when controlling for ambient fine particulate matter (PM2.5), NO2, and SO2 pollution. The main limitation of the present study was the unavailability of data on individual exposure to temperature variability.
conclusionsOur findings suggested that short-term temperature variability exposure could increase the risk of cardiovascular disease, which may provide new insights into the health effects of climate change.
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