Air pollution, road traffic noise, and greenness in relation to salivary cortisol in young adults

BACKGROUND: Environmental exposures have been linked to stress, but evidence on their influence on its objective marker, salivary cortisol, in young adults is limited. OBJECTIVE: We examined associations of environmental exposures with salivary cortisol levels. METHODS: ), road traffic noise, and greenness (i.e. the average Normalized Difference Vegetation Index (NDVI) within 100 m, 300 m and 500 m buffers) one year prior to clinical assessments was estimated at the individual residential address level using validated models. Salivary cortisol levels were measured at age 24 (n = 1148), and their associations with environmental exposures were estimated using linear regression, adjusted for covariates. Exploratory post hoc subgroup analyses were conducted by sex, tobacco use, body mass index, history of depression, asthma, rhinitis, and eczema. RESULTS: (β = 0.070; 95% CI = 0.017, 0.123), and noise (β = 0.120; 95% CI = 0.024, 0.215), while inverse associations were found with greenness (e.g. for NDVI 500 m β = -0.165; 95% CI = -0.263, -0.067). Similar findings were observed for evening cortisol. In contrast, females exhibited opposite trends. NDVI was significantly positively associated with higher evening cortisol levels during the summer, particularly for NDVI within 100 m (β = 0.326; 95% CI = 0.063, 0.590), while no seasonal pattern was observed in relation to air pollutants or road traffic noise. Several sex-by-exposure interactions remained significant after false discovery rate correction, whereas season-specific patterns did not. IMPACT: This study investigates how multiple residential environmental exposures, air pollution, road traffic noise, and greenness, relate to salivary cortisol as a biomarker of stress in young adulthood. Using detailed individual-level exposure modelling and a well-characterised population-based birth cohort, we assess both morning and evening cortisol and examine single and combined exposure impact. While overall associations were largely null, exploratory post hoc subgroup analyses suggested potential sex-specific differences in the associations between environmental exposures and salivary cortisol, whereas evidence for seasonal differences was weaker and did not remain statistically significant after correction for multiple testing. The findings highlight the importance of considering multiple environmental exposures and susceptibility factors when evaluating stress-related biological mechanisms in young adults. SIGNIFICANCE: We found no overall associations between environmental exposures and salivary cortisol in young adults, although exploratory subgroup analyses suggested potential sex-specific differences.

Authors

Institutions

Publication Details

Journal
Journal of Exposure Science & Environmental Epidemiology
Published
2026-10-27
DOI
https://doi.org/10.1038/s41370-026-00995-z
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Air pollution, road traffic noise, and greenness in relation to salivary cortisol in young adults

Charlotta Eriksson, Andrei Pyko, Erik Melén, Anne‐Sophie Merritt et al.
Journal of Exposure Science & Environmental Epidemiology
Air Quality and Health Impacts
article

Air pollution, road traffic noise, and greenness in relation to salivary cortisol in young adults

Charlotta Eriksson, Andrei Pyko, Erik Melén, Anne‐Sophie Merritt, Mare Lõhmus, Fuad Bahram, Mikael Ögren, Kristina Eneroth, Inger Kull, Olena Gruzieva, Göran Pershagen, Cornelia Editha Santoso, Anna Bergström, Zhebin Yu
article en

Abstract

BACKGROUND: Environmental exposures have been linked to stress, but evidence on their influence on its objective marker, salivary cortisol, in young adults is limited. OBJECTIVE: We examined associations of environmental exposures with salivary cortisol levels. METHODS: ), road traffic noise, and greenness (i.e. the average Normalized Difference Vegetation Index (NDVI) within 100 m, 300 m and 500 m buffers) one year prior to clinical assessments was estimated at the individual residential address level using validated models. Salivary cortisol levels were measured at age 24 (n = 1148), and their associations with environmental exposures were estimated using linear regression, adjusted for covariates. Exploratory post hoc subgroup analyses were conducted by sex, tobacco use, body mass index, history of depression, asthma, rhinitis, and eczema. RESULTS: (β = 0.070; 95% CI = 0.017, 0.123), and noise (β = 0.120; 95% CI = 0.024, 0.215), while inverse associations were found with greenness (e.g. for NDVI 500 m β = -0.165; 95% CI = -0.263, -0.067). Similar findings were observed for evening cortisol. In contrast, females exhibited opposite trends. NDVI was significantly positively associated with higher evening cortisol levels during the summer, particularly for NDVI within 100 m (β = 0.326; 95% CI = 0.063, 0.590), while no seasonal pattern was observed in relation to air pollutants or road traffic noise. Several sex-by-exposure interactions remained significant after false discovery rate correction, whereas season-specific patterns did not. IMPACT: This study investigates how multiple residential environmental exposures, air pollution, road traffic noise, and greenness, relate to salivary cortisol as a biomarker of stress in young adulthood. Using detailed individual-level exposure modelling and a well-characterised population-based birth cohort, we assess both morning and evening cortisol and examine single and combined exposure impact. While overall associations were largely null, exploratory post hoc subgroup analyses suggested potential sex-specific differences in the associations between environmental exposures and salivary cortisol, whereas evidence for seasonal differences was weaker and did not remain statistically significant after correction for multiple testing. The findings highlight the importance of considering multiple environmental exposures and susceptibility factors when evaluating stress-related biological mechanisms in young adults. SIGNIFICANCE: We found no overall associations between environmental exposures and salivary cortisol in young adults, although exploratory subgroup analyses suggested potential sex-specific differences.

Journal of Exposure Science & Environmental Epidemiology
Stockholm County Council (SE), Karolinska Institutet (SE), Stockholm South General Hospital (SE), Sachs' Children and Youth Hospital (SE), Stockholm International Water Institute (SE), University of Gothenburg (SE)
Svenska Forskningsrådet Formas, Karolinska Institutet, Vetenskapsrådet
Good health and well-being
Openalex Percentile: Top 18%
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon