Sorensen Cecilia, House John A, O'Dell Katelyn, Brey Steven J, Ford Bonne, Pierce Jeffrey R, Fischer Emily V, Lemery Jay, Crooks James L
University of Colorado School of Medicine Department of Emergency Medicine Aurora CO USA.
Center for Health, Work & Environment Colorado School of Public Health Aurora CO USA.
Geohealth. 2021 May 1;5(5):e2021GH000385. doi: 10.1029/2021GH000385. eCollection 2021 May.
Wildfire smoke is a growing public health concern in the United States. Numerous studies have documented associations between ambient smoke exposure and severe patient outcomes for single-fire seasons or limited geographic regions. However, there are few national-scale health studies of wildfire smoke in the United States, few studies investigating Intensive Care Unit (ICU) admissions as an outcome, and few specifically framed around hospital operations. This study retrospectively examined the associations between ambient wildfire-related PM at a hospital ZIP code with total hospital ICU admissions using a national-scale hospitalization data set. Wildfire smoke was characterized using a combination of kriged PM monitor observations and satellite-derived plume polygons from National Oceanic and Atmospheric Administration's Hazard Mapping System. ICU admissions data were acquired from Premier, Inc. and encompass 15%-20% of all U.S. ICU admissions during the study period. Associations were estimated using a distributed-lag conditional Poisson model under a time-stratified case-crossover design. We found that a 10 μg/m increase in daily wildfire PM was associated with a 2.7% (95% CI: 1.3, 4.1; = 0.00018) increase in ICU admissions 5 days later. Under stratification, positive associations were found among patients aged 0-20 and 60+, patients living in the Midwest Census Region, patients admitted in the years 2013-2015, and non-Black patients, though other results were mixed. Following a simulated severe 7-day 120 μg/m smoke event, our results predict ICU bed utilization peaking at 131% (95% CI: 43, 239; < 10) over baseline. Our work suggests that hospitals may need to preposition vital critical care resources when severe smoke events are forecast.
在美国,野火烟雾对公众健康的影响日益受到关注。许多研究记录了单火季或有限地理区域内环境烟雾暴露与患者严重后果之间的关联。然而,美国很少有关于野火烟雾的全国性健康研究,很少有研究将重症监护病房(ICU)入院情况作为一项结果进行调查,也很少有专门围绕医院运营展开的研究。本研究使用全国范围的住院数据集,回顾性地研究了医院邮政编码区域内与野火相关的环境细颗粒物(PM)与医院ICU总入院人数之间的关联。利用克里金插值法的PM监测观测数据和美国国家海洋和大气管理局灾害绘图系统的卫星衍生羽状物多边形数据相结合的方式来表征野火烟雾。ICU入院数据来自Premier公司,涵盖了研究期间美国所有ICU入院人数的15% - 20%。在时间分层的病例交叉设计下,使用分布滞后条件泊松模型估计关联。我们发现,每日野火PM每增加10μg/m³,5天后ICU入院人数增加2.7%(95%置信区间:1.3,4.1;P = 0.00018)。分层分析发现,0 - 20岁和60岁以上的患者、居住在中西部人口普查区的患者、2013 - 2015年入院的患者以及非黑人患者之间存在正相关,不过其他结果则较为复杂。在模拟了一场持续7天、浓度为120μg/m³的严重烟雾事件后,我们的结果预测ICU床位使用率将比基线水平峰值达到131%(95%置信区间:43,239;P < 0.01)。我们的研究表明,当预测到严重烟雾事件时,医院可能需要预先储备重要的重症监护资源。