Temperature and Precipitation Associate With Ischemic Stroke Outcomes in the United States
- PMID: 30571497
- PMCID: PMC6404452
- DOI: 10.1161/JAHA.118.010020
Temperature and Precipitation Associate With Ischemic Stroke Outcomes in the United States
Abstract
Background There is disagreement in the literature about the relationship between strokes and seasonal conditions. We sought to (1) describe seasonal patterns of stroke in the United States, and (2) determine the relationship between weather variables and stroke outcomes. Methods and Results We performed a cross-sectional study using Get With The Guidelines-Stroke data from 896 hospitals across the continental United States. We examined effects of season, climate region, and climate variables on stroke outcomes. We identified 457 638 patients admitted from 2011 to 2015 with ischemic stroke. There was a higher frequency of admissions in winter (116 862 in winter versus 113 689 in spring, 113 569 in summer, and 113 518 in fall; P<0.0001). Winter was associated with higher odds of in-hospital mortality (odds ratio [OR] 1.08 relative to spring, confidence interval [ CI ] 1.04-1.13, P=0.0004) and lower odds of discharge home ( OR 0.92, CI 0.91-0.94, P<0.0001) or independent ambulation at discharge ( OR 0.96, CI 0.94-0.98, P=0.0006). These differences were attenuated after adjusting for climate region and case mix and became inconsistent after controlling for weather variables. Temperature and precipitation were independently associated with outcome after multivariable analysis, with increases in temperature and precipitation associated with lower odds of mortality ( OR 0.95, CI 0.93-0.97, P<0.0001 and OR 0.95, CI 0.90-1.00, P=0.035, respectively). Conclusions Admissions for ischemic stroke were more frequent in the winter. Warmer and wetter weather conditions were independently associated with better outcomes. Further studies should aim to identify sensitive populations and inform public health measures aimed at resource allocation, readiness, and adaptive strategies.
Keywords: cerebrovascular disease; environment; epidemiology; ischemic stroke; seasonal variation.
Figures
References
-
- GBD 2013 DALYs and HALE Collaborators , Murray CJ, Barber RM, Foreman KJ, Abbasoglu Ozgoren A, Abd‐Allah F, et al. Global, regional, and national disability‐adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition. Lancet. 2015;386:2145–2191. - PMC - PubMed
-
- Feigin VL, Roth GA, Naghavi M, Parmar P, Krishnamurthi R, Chugh S, Mensah GA, Norrving B, Shiue I, Ng M, Estep K, Cercy K, Murray CJL, Forouzanfar MH; Global Burden of Diseases, Injuries and Risk Factors Study 2013 and Stroke Experts Writing . Global burden of stroke and risk factors in 188 countries, during 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet Neurol. 2016;15:913–924. - PubMed
-
- Patel NJ, Pant S, Deshmukh AJ, Nalluri N, Badheka AO, Shah N, Chothani A, Savani GT, Schwartz C, Duvvuri S, Bogin M, Vazzana TJ. Seasonal variation of acute myocardial infarction related hospitalizations in the United States: perspective over the last decade. Int J Cardiol. 2014;172:e441–e442. - PubMed
