Fine particulate matter constituents and stress hormones in the hypothalamus–pituitary–adrenal axis
Abstract
Fine particulate matter (PM 2.5 ) has recently been associated with the activation of the hypothalamus-pituitary-adrenal (HPA) axis, increasing cardiometabolic risks. However, it is unknown which constituents of PM 2.5 were mainly responsible for these associations. In a longitudinal panel study with 4 repeated measurements among 43 college students in Shanghai, China, we measured serum levels of corticotropin releasing hormone (CRH), adrenocorticotropic hormone (ACTH) and cortisol, as indicators of HPA axis activation. Then, we evaluated the associations of 22 constituents of PM 2.5 with these stress hormones using linear mixed-effect models. During the study period, the average daily concentration of PM 2.5 was 41.1 μg/m 3 . We found that short-term exposure to PM 2.5 was associated with elevated levels of the 3 stress hormones. We observed that water-soluble inorganic ions, especially nitrate (NO 3 - ) and ammonium, had stronger influences on 3 hormones. Six metallic elements, including Zn, Mn, Cu, Fe, Br, and Cr, had positive but generally instable associations with 3 hormones. The effects of organic carbon and elemental carbon on hormones were generally weak. When correcting for multiple comparisons using false discovery rate, NO 3 - was still significantly associated with CRH, but other important associations turned to be insignificant. An interquartile range increase in NO 3 - on the previous day were associated with 12.13% increase (95% confidence interval: 4.45%, 20.…
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PM effects on the HPA axis may alter the release of stress hormones like cortisol from the adrenal gland.
“Other mechanisms may involve PM effects on the HPA axis that alter the release of stress hormones like cortisol from the adrenal gland [200].”
From Air pollution and children’s health—a review of adverse effects associated with prenatal exposure from fine to ultrafine particulate matter (2021) · cites this paper as [200]
Cites
Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models
Bernal-Rusiel, J. L., Greve, D. N., Reuter, M., Fischl, B., & Sabuncu, M. R. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.065 · Cited by 360 · see citing works
Shafer, M. M., Perkins, D. A., Antkiewicz, D. S., Stone, E. A., Quraishi, T. A., & Schauer, J. J. (2010) · J. Environ. Monit. · doi:10.1039/b915008k · Cited by 131 · see citing works
Modeling the hypothalamus-pituitary-adrenal axis: A review and extension
Hosseinichimeh, N., Rahmandad, H., & Wittenborn, A. K. (2015) · Mathematical Biosciences · doi:10.1016/j.mbs.2015.08.004 · Cited by 51 · cited 1× · see citing works
“During the process of HPA axis activation, the secretion of CRH from hypothalamus increases, and then stimulates the release of ACTH from the pituitary into circulation system, which in turn exerts on the adrenal gland and stimulates the secretion of cortisol (Brunton, 2016; Hosseinichimeh et al., 2015).”
BackgroundNeuroactive steroids and stress axis regulation: Pregnancy and beyond
Brunton, P. J. (2016) · The Journal of Steroid Biochemistry and Molecular Biology · doi:10.1016/j.jsbmb.2015.08.003 · Cited by 48 · see citing works
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Johnson, N. M., Hoffmann, A. R., Behlen, J. C., Lau, C., Pendleton, D., Harvey, N., Shore, R., Li, Y., Chen, J., Tian, Y., et al. (2021) · Environmental Health and Preventive Medicine · doi:10.1186/s12199-021-00995-5 · Cited by 339 · see citing works
“of stress hormones like cortisol from the adrenal gland [200].”
BackgroundSelf-citationAn Integrative Approach to HPA Axis Dysfunction: From Recognition to Recovery
Ring, M. (2025) · The American Journal of Medicine · doi:10.1016/j.amjmed.2025.05.044 · Cited by 89 · see citing works
- Authors
- Niu, Y., Chen, R., Xia, Y., Cai, J., Ying, Z., Lin, Z., Liu, C., Chen, C., Peng, L., Zhao, Z., Zhou, W., Chen, J., Wang, D., Huo, J., Wang, X., Fu, Q., & Kan, H.
- Affiliations
- Fudan University (CN)
- The Ohio State University (US)
- Corresponding author
- Fu, Qingyan
- Kan, Haidong
- ORCID
- Venue
- Environment International
- Publisher
- Elsevier BV
- Published
- 2018-10
- Volume
- 119
- Pages
- 186-192
- ISSN
- 0160-4120 (ISSN-L)
- OpenAlex
- W2810192360
- Cited by
- 147
- References
- 4
- Citations by year
- 2026: 17 · 2025: 25 · 2024: 19 · 2023: 17 · 2022: 22 · 2021: 20 · 2020: 16 · 2019: 9 · 2018: 2
- FWCI
- 5.81
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Environment International (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (91643205, 91743111)
- China Medical Board (16-250)
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Indoor Air Quality and Microbial Exposure
- Keywords
- PM2.5, PM2.5 constituents, hypothalamic-pituitary-adrenal axis, stress hormones, corticotropin-releasing factor, ACTH, cortisol, nitrate, ammonium, water-soluble ions, metals, organic carbon, elemental carbon, air pollution exposure, cardiometabolic risk
- MeSH terms
- Adrenocorticotropic Hormone, Air Pollutants, China, Corticotropin-Releasing Hormone, Humans, Hydrocortisone, Hypothalamo-Hypophyseal System, Longitudinal Studies, Pituitary-Adrenal System, Students, Universities, Particulate Matter
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