Differential association between ambient PM2.5 constituents and depression and anxiety among Indian adults

Ambient fine particulate matter (PM<sub>2.5</sub>) exposure influences mental disorders, yet the differential effects of its chemical constituents remain poorly understood in low-and middle-income countries. We examined associations between PM<sub>2.5</sub> components with depression and anxiety among 34,802 Indian adults from the National Mental Health Survey (2015-16). We integrated satellite data and chemical transport modeling at 1-km resolution to assign one-year PM<sub>2.5</sub> component exposures to participants' residential addresses. Mental disorders were assessed using standardized diagnostic interviews. Using logistic mixed-effect regression, we found that an interquartile range increase in PM<sub>2.5</sub> raised the odds of depression and anxiety by 8% (7-9) and 2% (1-3), respectively. Secondary inorganic aerosols and carbonaceous aerosols showed stronger associations than other constituents. The cumulative effect of PM<sub>2.5</sub> components exceeded that of total mass, indicating that relying solely on PM<sub>2.5</sub> mass underestimates mental health effects. Our findings support targeted emission controls that focus on sectors producing the most toxic species, resulting in greater health benefits.

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Publication Details

Journal
iScience
Published
2026-01-29
DOI
https://doi.org/10.1016/j.isci.2026.114837
Primary Topic
Air Quality and Health Impacts
Type
article
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article

Differential association between ambient PM2.5 constituents and depression and anxiety among Indian adults

Santu Ghosh, Payel Kundu, Gopalkrishna Gururaj, Vivek Benegal et al.
iScience
Air Quality and Health Impacts
article

Differential association between ambient PM2.5 constituents and depression and anxiety among Indian adults

Santu Ghosh, Payel Kundu, Gopalkrishna Gururaj, Vivek Benegal, Girish Nagaraja Rao, Sagnik Dey, Anand Krishnan, Mathew Varghese
article en

Abstract

Ambient fine particulate matter (PM<sub>2.5</sub>) exposure influences mental disorders, yet the differential effects of its chemical constituents remain poorly understood in low-and middle-income countries. We examined associations between PM<sub>2.5</sub> components with depression and anxiety among 34,802 Indian adults from the National Mental Health Survey (2015-16). We integrated satellite data and chemical transport modeling at 1-km resolution to assign one-year PM<sub>2.5</sub> component exposures to participants' residential addresses. Mental disorders were assessed using standardized diagnostic interviews. Using logistic mixed-effect regression, we found that an interquartile range increase in PM<sub>2.5</sub> raised the odds of depression and anxiety by 8% (7-9) and 2% (1-3), respectively. Secondary inorganic aerosols and carbonaceous aerosols showed stronger associations than other constituents. The cumulative effect of PM<sub>2.5</sub> components exceeded that of total mass, indicating that relying solely on PM<sub>2.5</sub> mass underestimates mental health effects. Our findings support targeted emission controls that focus on sectors producing the most toxic species, resulting in greater health benefits.

iScienceVol. 29(2)
Korea University (KR), Department of Health (TW), St.John's Medical College Hospital (IN), All India Institute of Medical Sciences (IN), Indian Institute of Technology Delhi (IN), National Institute of Mental Health and Neurosciences (IN), Kasturba Medical College, Manipal (IN)
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Openalex Percentile: Top 74%
Air Quality and Health Impacts
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Differential association between ambient PM2.5 constituents and depression and anxiety among Indian adults — Santu Ghosh, Payel Kundu, et al. · iScience (2026) | TGRS Research Map | TGRS