Independent associations of air pollution and weather with hospital admissions for circulatory and respiratory diseases in the Lyon metropolitan area, France (2012–2019): a distributed lag nonlinear analysis
Open Access
- 18 March 2026
- journal article
- research article
- Published by Springer Nature in Air Quality, Atmosphere & Health
- Vol. 19 (4) , 73
Abstract
The impact of air pollution on respiratory and circulatory diseases is a major public health topic. The present study examines the impact of air pollution and weather on hospital admissions for circulatory and respiratory diseases in adults in the Lyon metropolitan area, France. A quasi-Poisson generalized linear model, along with a distributed lag nonlinear model (DLNM), was used to investigate the nonlinear exposure-response relationships of air pollutants and weather variables on daily adult hospital admissions from 2012 to 2019. Subgroup analyses by age, French deprivation index (FDep), and Charlson comorbidity index (CCI) were performed. Based on cumulative effects over the entire lag range, results showed that for respiratory admissions, CO at the 99th percentile was positively associated with overall admissions, and admissions of patients aged $$\ge $$ 65 years, FDep>1, and CCI $$=\{0,1\}$$ . PM10 >75th percentile was negatively associated with overall admissions and admissions of patients aged $$\ge $$ 65, FDep=1 or >1, and CCI $$=\{0,1\}$$ . Ox below the median was positively associated with admissions in patients aged $$\ge $$ 65, and negatively associated at the 75th percentile. Temperature at the 99th percentile was negatively associated with overall admissions, and admissions in patients categorized as FDep=1 and CCI>1. Rainfall at the 99th percentile was negatively associated with admissions in patients categorized as CCI $$=\{0,1\}$$ . For circulatory admissions, only wind speed above the median was positively associated with overall admissions and admissions of patients categorized as FDep=1. Lag-specific associations revealed heterogeneous temporal patterns across exposures and subgroups.
Keywords
Funding Information
- Hospices Civils de Lyon
This publication has 54 references indexed in Scilit:
- Impact of heat waves on human morbidity and hospital admissions in a city of the western mediterranean areaInternational Archives of Occupational and Environmental Health, 2024
- Changes in the temperature-mortality relationship in France: Limited evidence of adaptation to a new climateInternational Journal of Biometeorology, 2023
- Emergency hospital admissions for cardiovascular diseases attributed to air pollution in Tehran during 2016-2019Environmental Science and Pollution Research, 2021
- Influences of wind and precipitation on different-sized particulate matter concentrations (PM2.5, PM10, PM2.5–10)Meteorology and Atmospheric Physics, 2017
- Effects of weather conditions on emergency ambulance calls for acute coronary syndromesInternational Journal of Biometeorology, 2014
- Distributed lag non‐linear modelsStatistics in Medicine, 2010
- Cumulative effects of air pollution on public healthStatistics in Medicine, 2005
- Sources of Air Pollution1999
- Mental processes and disorders: A neurobehavioral perspective in human biometeorologyCellular and Molecular Life Sciences, 1987
- Über den Einfluss elektromagnetischer Strahlung auf die Wismutchlorid—Fällungsreaktion nach PiccardiInternational Journal of Biometeorology, 1969