Short-term effects of heatwaves on clinical and subclinical cardiovascular indicators in Chinese adults: A distributed lag analysis

医学 亚临床感染 百分位 血压 体质指数 热浪 心率 分布滞后 广义加性模型 内科学 人口学 环境卫生 心脏病学 生物 气候变化 生态学 统计 数学 机器学习 社会学 计算机科学
作者
Bei-Jing Cheng,Hui Li,Meng Ke,Tianlin Li,Xingchen Meng,Jia Wang,Chun Wang,Nan Jiang,Mingjun Sun,Linsheng Yang,Xinyi Zhu,Ran Liu
出处
期刊:Environment International [Elsevier BV]
卷期号:183: 108358-108358 被引量:1
标识
DOI:10.1016/j.envint.2023.108358
摘要

Previous studies have related heat waves to morbidity and mortality of cardiovascular diseases; however, potential mechanisms remained limited. Our aims were to investigate the short-term effects of heat waves on a series of clinical/subclinical indicators associated with cardiovascular health. Our study used 80,574 health examination records from the Health Management Center of Nanjing Zhongda Hospital during the warm seasons of 2019–2021, including 62,128 participants. A total of 11 recognized indicators of cardiovascular risk or injury were assessed. Air pollution and meteorological data were obtained from the Nanjing Ecological Environment Bureau and the China Meteorological Data Network, respectively. Heat waves were defined as a daily average temperature over the 95th percentile for three or more consecutive days from May to September. We used a combination of linear mixed effects models and distributed lag nonlinear models to assess the lagged effects of heat waves on clinical and subclinical cardiovascular indicators. Stratified analyses based on individuals' characteristics, including gender, age, body mass index (BMI), diabetes, and hypertension, were also performed. Heat waves were related to significant changes in most indicators, with the magnitude of effects generally peaking at a lag of 0 to 3 days. Moreover, the cumulative percentage changes over lag 0–7 days were –0.82% to –2.55% in blood pressure, 1.32% in heart rate, 0.20% to 2.66% in systemic inflammation markers, 0.36% in a blood viscosity parameter, 9.36% in homocysteine, and 1.35% to 3.25% in injuring myocardial enzymes. Interestingly, females and males showed distinct susceptibilities in different indicators. Stronger effects were also found in participants aged 50 years or over, individuals with abnormal BMI status, and patients with diabetes. Short-term exposure to heat waves could significantly alter clinical/subclinical cardiovascular indicator profiles, including blood pressure changes, increased heart rate, acute systemic inflammation, elevated blood viscosity, and myocardial injury.
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