Long-term air pollution exposure and mental health in French adults of the CONSTANCES cohort: Role of black carbon independently of PM2.5
Year: 2026
Type: article
Study design: Observational Study
Abstract: Ambient air pollution could be associated with poor mental health. Black carbon (BC) has been highlighted as a crucial component of particulate matter; however, its isolated role independent from the total particulate matter mass has been poorly studied. Our study aimed to examine the associations between long-term exposure to particulate matter with a diameter <2.5 μm (PM 2.5 ), BC and nitrogen dioxide (NO 2 ) and psychological distress in the French CONSTANCES cohort and to assess the role of BC independently of PM 2.5. This cross-sectional study included 104,146 adults. Psychological distress was assessed in 2019 using the General Health Questionnaire-12 (GHQ-12). Annual concentrations of PM 2.5, BC, and NO 2 estimated from land-use regression models at each participant’s residential address. Negative binomial models with different covariate adjustments were used. A residuals method was used to assess the independent role of BC. Incident rate ratios (IRR) per an interquartile range (IQR) increase in exposure to each pollutant were calculated. Stratified analyses by age, sex, education and season were also conducted. Mean exposures were 9.38 μg/m 3 for PM 2.5 (IQR = 2.6), 1.15×10 -5 /m for BC (IQR = 0.5) and 19.1 μg/m 3 for NO 2 (IQR = 11.5). Exposure to each pollutant was significantly associated with higher psychological distress (IRR (95% CI): 1.052 (1.014 – 1.092) for PM 2.5 , 1.078 (1.055 – 1.101) for BC, and 1.082(1.057 – 1.109) for NO 2 ). Stronger associations were found for men, elderly, lower-educated, and during warm season. BC residuals were significantly associated with higher psychological distress when regressed on PM 2.5 (1.055 (1.039 – 1.071)) and when regressed on NO 2 (1.067(1.041 – 1.093)). Exposure to ambient air pollution was associated with psychological distress, with BC showing a deleterious role independently of PM 2.5 and NO 2 . • PM 2.5 , BC and NO 2 were associated with higher psychological distress. • The residuals of BC results supported the deleterious role of BC. • The associations found in this study varied by sex, age, education and season.
Source: Environmental Research
Institutions: Inserm, Institut de Recherche en Santé, Environnement et Travail, Université de Rennes, Université Paris-Est Créteil, Fondation FondaMental, Assistance Publique – Hôpitaux de Paris, Institut Mondor de Recherche Biomédicale, Université Paris Cité, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Université Sorbonne Paris Nord, Hôtel-Dieu de Paris, Centre de Recherche Épidémiologie et Statistique, Swiss Tropical and Public Health Institute, University of Basel, Université de Versailles Saint-Quentin-en-Yvelines, Université Paris-Saclay, Cohortes épidémiologiques en population, University Medical Center Utrecht, École des Hautes Études en Santé Publique, Centre de recherche en Epidémiologie et Santé des Populations, Centre Hospitalier Universitaire de Rennes
Language: English
Subfield: Health, Toxicology and Mutagenesis
Field: Environmental Science
Domain: Physical Sciences
Open Access status: hybrid
Estimated APC paid: $3,880
OpenAlex ID: W7118299676