Long-term air pollution exposure and mental health in French adults of the CONSTANCES cohort: Role of black carbon independently of PM2.5

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<sub>2.5</sub>), BC and nitrogen dioxide (NO<sub>2</sub>) and psychological distress in the French CONSTANCES cohort and to assess the role of BC independently of PM<sub>2.5.</sub> 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<sub>2.5,</sub> BC, and NO<sub>2</sub> 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<sup>3</sup> for PM<sub>2.5</sub> (IQR = 2.6), 1.15 × 10<sup>-5</sup>/m for BC (IQR = 0.5) and 19.1 μg/m<sup>3</sup> for NO<sub>2</sub> (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<sub>2.5</sub>, 1.078 (1.055-1.101) for BC, and 1.082(1.057-1.109) for NO<sub>2</sub>). 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<sub>2.5</sub> (1.055 (1.039-1.071)) and when regressed on NO<sub>2</sub> (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<sub>2.5</sub> and NO<sub>2</sub>.

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Publication Details

Journal
Environmental Research
Published
2026-01-06
DOI
https://doi.org/10.1016/j.envres.2026.123673
Citations
1
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
31.09

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article

Long-term air pollution exposure and mental health in French adults of the CONSTANCES cohort: Role of black carbon independently of PM2.5

M. Goldberg, Baptiste Pignon, Kees de Hoogh, Franck Schürhoff et al.
1 citations
Environmental Research
Air Quality and Health Impacts
31.09
article

Long-term air pollution exposure and mental health in French adults of the CONSTANCES cohort: Role of black carbon independently of PM2.5

M. Goldberg, Baptiste Pignon, Kees de Hoogh, Franck Schürhoff, Mohammad Javad Zare Sakhvidi, Emeline Lequy, Cédric Lemogne, M Zins, Danielle Vienneau, Bénédicte Jacquemin, Zeinab Bitar, Emilie Burte
article en
1 citations

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<sub>2.5</sub>), BC and nitrogen dioxide (NO<sub>2</sub>) and psychological distress in the French CONSTANCES cohort and to assess the role of BC independently of PM<sub>2.5.</sub> 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<sub>2.5,</sub> BC, and NO<sub>2</sub> 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<sup>3</sup> for PM<sub>2.5</sub> (IQR = 2.6), 1.15 × 10<sup>-5</sup>/m for BC (IQR = 0.5) and 19.1 μg/m<sup>3</sup> for NO<sub>2</sub> (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<sub>2.5</sub>, 1.078 (1.055-1.101) for BC, and 1.082(1.057-1.109) for NO<sub>2</sub>). 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<sub>2.5</sub> (1.055 (1.039-1.071)) and when regressed on NO<sub>2</sub> (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<sub>2.5</sub> and NO<sub>2</sub>.

Environmental ResearchVol. 292
Délégation Paris 5 (FR), Inserm (FR), Swiss Tropical and Public Health Institute (CH), University of Basel (CH), Université de Versailles Saint-Quentin-en-Yvelines (FR), Université Paris-Est Créteil (FR), Université Paris Cité (FR), Université Paris-Saclay (FR), Sorbonne Université (FR), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), Université Sorbonne Paris Nord (FR), Sorbonne Paris Cité (FR), Fondation FondaMental (FR), Assistance Publique – Hôpitaux de Paris (FR), Centre de recherche en Epidémiologie et Santé des Populations (FR), Institut de Recherche en Santé, Environnement et Travail (FR), Institut Mondor de Recherche Biomédicale (FR), Centre de Recherche Épidémiologie et Statistique (FR)
Fondation de France
No poverty
Openalex Percentile: Top 3%
Air Quality and Health Impacts
31.09
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