Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Environ Int. 2024 May;187:108651. doi: 10.1016/j.envint.2024.108651. Epub 2024 Apr 18.
Air pollution is a recognized risk factor for cardiovascular disease (CVD). Temperature is also linked to CVD, with a primary focus on acute effects. Despite the close relationship between air pollution and temperature, their health effects are often examined separately, potentially overlooking their synergistic effects. Moreover, fewer studies have performed mixture analysis for multiple co-exposures, essential for adjusting confounding effects among them and assessing both cumulative and individual effects.
We obtained hospitalization records for residents of 14 U.S. states, spanning 2000-2016, from the Health Cost and Utilization Project State Inpatient Databases. We used a grouped weighted quantile sum regression, a novel approach for mixture analysis, to simultaneously evaluate cumulative and individual associations of annual exposures to four grouped mixtures: air pollutants (elemental carbon, ammonium, nitrate, organic carbon, sulfate, nitrogen dioxide, ozone), differences between summer and winter temperature means and their long-term averages during the entire study period (i.e., summer and winter temperature mean anomalies), differences between summer and winter temperature standard deviations (SD) and their long-term averages during the entire study period (i.e., summer and winter temperature SD anomalies), and interaction terms between air pollutants and summer and winter temperature mean anomalies. The outcomes are hospitalization rates for four prevalent CVD subtypes: ischemic heart disease, cerebrovascular disease, heart failure, and arrhythmia.
Chronic exposure to air pollutant mixtures was associated with increased hospitalization rates for all CVD subtypes, with heart failure being the most susceptible subtype. Sulfate, nitrate, nitrogen dioxide, and organic carbon posed the highest risks. Mixtures of the interaction terms between air pollutants and temperature mean anomalies were associated with increased hospitalization rates for all CVD subtypes.
Our findings identified critical pollutants for targeted emission controls and suggested that abnormal temperature changes chronically affected cardiovascular health by interacting with air pollution, not directly.
空气污染是心血管疾病(CVD)的公认危险因素。温度也与 CVD 有关,主要关注急性影响。尽管空气污染和温度之间存在密切关系,但它们的健康影响通常分别进行检查,这可能忽略了它们的协同作用。此外,很少有研究对多种共同暴露进行混合分析,这对于调整它们之间的混杂效应以及评估累积和个体效应是必要的。
我们从健康成本和利用项目州住院数据库中获取了美国 14 个州 2000 年至 2016 年期间居民的住院记录。我们使用分组加权分位数总和回归,这是一种用于混合分析的新方法,同时评估了四种分组混合物的年度暴露的累积和个体关联:空气污染物(元素碳、铵、硝酸盐、有机碳、硫酸盐、二氧化氮、臭氧)、夏季和冬季平均温度之间的差异以及整个研究期间的长期平均值(即夏季和冬季平均温度异常)、夏季和冬季温度标准差(SD)之间的差异以及整个研究期间的长期平均值(即夏季和冬季温度 SD 异常)以及空气污染物与夏季和冬季平均温度异常之间的交互项。结果是四种常见 CVD 亚型的住院率:缺血性心脏病、脑血管疾病、心力衰竭和心律失常。
慢性暴露于空气污染物混合物与所有 CVD 亚型的住院率增加有关,心力衰竭是最易感的亚型。硫酸盐、硝酸盐、二氧化氮和有机碳构成了最高的风险。空气污染物与温度平均异常之间的交互项的混合物与所有 CVD 亚型的住院率增加有关。
我们的研究结果确定了有针对性的排放控制的关键污染物,并表明异常的温度变化通过与空气污染相互作用而不是直接影响心血管健康。