Sichuan Provincial Center for Disease Control and Prevention, No.6, Zhongxue Road, Wuhou District, Chengdu, 610041, China.
School of Public Health, Chengdu Medical College, No.783, Xindu Road, Xindu District, Chengdu, 610500, China.
BMC Public Health. 2023 Oct 4;23(1):1916. doi: 10.1186/s12889-023-16818-x.
Many studies have reported the association between ambient temperature and mortality from cardiovascular disease (CVD). However, the health effects of humidity are still unclear, much less the combined effects of temperature and humidity. In this study, we used humidex to quantify the effect of temperature and humidity combined on CVD mortality.
Daily meteorological, air pollution, and CVD mortality data were collected in four cities in southwest China. We used a distributed lag non-linear model (DLNM) in the first stage to assess the exposure-response association between humidex and city-specific CVD mortality. A multivariate meta-analysis was conducted in the second stage to pool these effects at the overall level. To evaluate the mortality burden of high and low humidex, we determined the attributable fraction (AF). According to the abovementioned processes, stratified analyses were conducted based on various demographic factors.
Humidex and the CVD exposure-response curve showed an inverted "J" shape, the minimum mortality humidex (MMH) was 31.7 (77th percentile), and the cumulative relative risk (CRR) was 2.27 (95% confidence interval [CI], 1.76-2.91). At extremely high and low humidex, CRRs were 1.19 (95% CI, 0.98-1.44) and 2.52 (95% CI, 1.88-3.38), respectively. The burden of CVD mortality attributed to non-optimal humidex was 21.59% (95% empirical CI [eCI], 18.12-24.59%), most of which was due to low humidex, with an AF of 20.16% (95% eCI, 16.72-23.23%).
Low humidex could significantly increase the risk of CVD mortality, and vulnerability to humidex differed across populations with different demographic characteristics. The elderly (> 64 years old), unmarried people, and those with a limited level of education (1-9 years) were especially susceptible to low humidex. Therefore, humidex is appropriate as a predictor in a CVD early-warning system.
许多研究报告了环境温度与心血管疾病(CVD)死亡率之间的关联。然而,湿度对健康的影响尚不清楚,更不用说温度和湿度的综合影响了。在这项研究中,我们使用湿热指数来量化温度和湿度对 CVD 死亡率的综合影响。
在中国西南部的四个城市收集了每日气象、空气污染和 CVD 死亡率数据。我们在第一阶段使用分布滞后非线性模型(DLNM)评估湿热指数与特定城市 CVD 死亡率之间的暴露-反应关系。在第二阶段进行了多变量荟萃分析,以汇总总体水平的这些影响。为了评估高湿度和低湿度的死亡率负担,我们确定了归因分数(AF)。根据上述过程,基于各种人口统计学因素进行了分层分析。
湿热指数和 CVD 暴露-反应曲线呈倒“J”形,最低死亡率湿热指数(MMH)为 31.7(第 77 个百分位数),累积相对风险(CRR)为 2.27(95%置信区间[CI],1.76-2.91)。在极高和极低的湿热指数下,CRR 分别为 1.19(95%CI,0.98-1.44)和 2.52(95%CI,1.88-3.38)。归因于非最佳湿热指数的 CVD 死亡率负担为 21.59%(95%经验置信区间[eCI],18.12-24.59%),其中大部分归因于低湿度,AF 为 20.16%(95%eCI,16.72-23.23%)。
低湿度会显著增加 CVD 死亡率的风险,而且不同人口统计学特征的人群对湿度的脆弱性不同。老年人(>64 岁)、未婚人士和受教育程度有限(1-9 年)的人尤其容易受到低湿度的影响。因此,湿热指数适合作为 CVD 预警系统中的预测指标。