Hao Hua, Xu Ke, Zhang Danlu, Deng Yanling, Al-Kindi Sadeer, Pattisapu Varun K, Steenland Kyle, Chang Howard H, Alonso Alvaro, Liu Yang
Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
J Am Coll Cardiol. 2025 Jul 1;85(25):2439-2451. doi: 10.1016/j.jacc.2025.04.058.
Fine particulate matter, defined as particles <2.5 μm in diameter (PM), is the most important environmental risk factor for global mortality. Wildfires have been increasing globally, posing a global health challenge. Fire smoke-specific PM is believed to have more cardiovascular toxicity compared with other PM sources; however, the impact of fire smoke PM and heart failure (HF) remains undefined. We sought to investigate the association between long-term exposure to fire smoke PM and HF and compare it with nonfire PM in a large national cohort.
This study sought to evaluate the association between long-term exposure to wildfire smoke PM and the risk of incident HF among older adults across the contiguous United States.
This retrospective cohort study analyzed data from Medicare fee-for-service beneficiaries between 2007 and 2018. We linked individuals to high-resolution exposure estimates of fire smoke and nonfire smoke PM at a 1 × 1-km spatial resolution that were aggregated to ZIP (Zone Improvement Plan) codes by averaging the values of all 1-km grid cells whose centroids fell within each ZIP code boundary and followed them for incident HF. The relationship between PM and incident HF were examined using Cox proportional hazard models, adjusting for individual demographic characteristics and area-level socioeconomic risk factors.
The cohort included approximately 22 million fee-for-service enrollees, with a follow-up totaling 115 million person-years. The mean smoke PM exposure, calculated as the average of all past 2-year moving average exposures across person-years, was 0.51 μg/m. The HR associated with each 1-μg/m increase in the past 2-year average smoke PM was 1.014 (95% CI: 1.007-1.020), which was notably higher than the corresponding HR for nonsmoke PM (1.005; 95% CI: 1.003-1.006). This association corresponds to an estimated 20,238 (95% CI: 10,727-29,612) additional heart failure cases annually among U.S. older adults. Additionally, the number of days exposed to smoke PM exceeding 1 μg/m and 2.5 μg/m over the past 2 years were both significantly associated with an elevated risk of HF. We additionally found that the association between smoke PM and HF was stronger in women, Medicaid-eligible individuals, and those living in lower income areas, indicating higher susceptibility.
In this national cohort, long-term exposure to fire smoke-related PM was linked to a higher risk of HF compared with nonsmoke PM, with greater susceptibility in women and socially vulnerable populations. These findings underscore the need for targeted interventions and policies to reduce wildfire smoke exposure and its cardiovascular impacts.
细颗粒物定义为直径小于2.5微米的颗粒物(PM),是全球死亡最重要的环境风险因素。全球范围内野火一直在增加,对全球健康构成挑战。与其他PM来源相比,火灾烟雾特有的PM被认为具有更大的心血管毒性;然而,火灾烟雾PM与心力衰竭(HF)之间的影响仍不明确。我们试图在一个大型全国队列中研究长期暴露于火灾烟雾PM与HF之间的关联,并将其与非火灾PM进行比较。
本研究旨在评估美国本土老年人长期暴露于野火烟雾PM与发生HF风险之间的关联。
这项回顾性队列研究分析了2007年至2018年医疗保险按服务收费受益人的数据。我们将个体与火灾烟雾和非火灾烟雾PM的高分辨率暴露估计值相联系,这些估计值以1×1公里的空间分辨率进行,通过对所有质心落在每个邮政编码边界内的1公里网格单元的值进行平均,汇总到邮政编码(区域改进计划)代码,并对他们进行HF发病随访。使用Cox比例风险模型检查PM与HF发病之间的关系,并对个体人口统计学特征和地区层面的社会经济风险因素进行调整。
该队列包括约2200万按服务收费的参保人,随访总计1.15亿人年。过去2年移动平均暴露量的平均值计算得出的平均烟雾PM暴露量为0.51微克/立方米。过去2年平均烟雾PM每增加1微克/立方米相关的HR为1.014(%CI:1.007-1.020),这明显高于非烟雾PM的相应HR(1.005;%CI:1.003-1.006)。这种关联相当于美国老年人每年估计新增20238例(%CI:10727-29612)心力衰竭病例。此外,过去2年暴露于超过1微克/立方米和2.5微克/立方米烟雾PM的天数均与HF风险升高显著相关。我们还发现,烟雾PM与HF之间的关联在女性、符合医疗补助条件的个体以及生活在低收入地区的人群中更强,表明易感性更高。
在这个全国队列中,与非烟雾PM相比,长期暴露于火灾烟雾相关的PM与更高的HF风险相关,女性和社会弱势群体的易感性更高。这些发现强调了需要有针对性的干预措施和政策来减少野火烟雾暴露及其心血管影响。