TY - JOUR
T1 - Long-term air pollution exposure and mental health in French adults of the CONSTANCES cohort
T2 - Role of black carbon independently of PM2.5
AU - Bitar, Zeinab
AU - Pignon, Baptiste
AU - Lemogne, Cédric
AU - de Hoogh, Kees
AU - Goldberg, Marcel
AU - Schürhoff, Franck
AU - Vienneau, Danielle
AU - Zare Sakhvidi, Mohammad Javad
AU - Zins, Marie
AU - Lequy, Emeline
AU - Burte, Emilie
AU - Jacquemin, Bénédicte
N1 - Publisher Copyright:
© 2026 The Authors
PY - 2026/1/6
Y1 - 2026/1/6
N2 - 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 (PM2.5), BC and nitrogen dioxide (NO2) and psychological distress in the French CONSTANCES cohort and to assess the role of BC independently of PM2.5. 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 PM2.5 BC, and NO2 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/m3 for PM2.5 (IQR = 2.6), 1.15 × 10−5/m for BC (IQR = 0.5) and 19.1 μg/m3 for NO2 (IQR = 11.5). Exposure to each pollutant was significantly associated with higher psychological distress (IRR (95 % CI): 1.052 (1.014–1.092) for PM2.5, 1.078 (1.055–1.101) for BC, and 1.082(1.057–1.109) for NO2). 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 PM2.5 (1.055 (1.039–1.071)) and when regressed on NO2 (1.067(1.041–1.093)). Exposure to ambient air pollution was associated with psychological distress, with BC showing a deleterious role independently of PM2.5 and NO2.
AB - 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 (PM2.5), BC and nitrogen dioxide (NO2) and psychological distress in the French CONSTANCES cohort and to assess the role of BC independently of PM2.5. 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 PM2.5 BC, and NO2 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/m3 for PM2.5 (IQR = 2.6), 1.15 × 10−5/m for BC (IQR = 0.5) and 19.1 μg/m3 for NO2 (IQR = 11.5). Exposure to each pollutant was significantly associated with higher psychological distress (IRR (95 % CI): 1.052 (1.014–1.092) for PM2.5, 1.078 (1.055–1.101) for BC, and 1.082(1.057–1.109) for NO2). 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 PM2.5 (1.055 (1.039–1.071)) and when regressed on NO2 (1.067(1.041–1.093)). Exposure to ambient air pollution was associated with psychological distress, with BC showing a deleterious role independently of PM2.5 and NO2.
U2 - 10.1016/j.envres.2026.123673
DO - 10.1016/j.envres.2026.123673
M3 - Article
C2 - 41506420
SN - 0013-9351
VL - 292
JO - Environmental Research
JF - Environmental Research
M1 - 123673
ER -