Short-term ambient ozone exposure increases the risk of hospitalization with depression: a multi-city time-stratified case–crossover study

References

• Altman, D. G., & Bland, J. M. (2003). Interaction revisited: The difference between two estimates. BMJ (Clinical Research ed.), 326(7382), 219–219. doi: 10.1136/bmj.326.7382.219.
   PubMed Web of Science ®Google Scholar
• Bakolis, I., Hammoud, R., Stewart, R., Beevers, S., Dajnak, D., MacCrimmon, S., Broadbent, M., Pritchard, M., Shiode, N., Fecht, D., Gulliver, J., Hotopf, M., Hatch, S. L., & Mudway, I. S. (2021). Mental health consequences of urban air pollution: Prospective population-based longitudinal survey. Social Psychiatry and Psychiatric Epidemiology, 56(9), 1587–1599. doi: 10.1007/s00127-020-01966-x.
   PubMed Web of Science ®Google Scholar
• Braithwaite, I., Zhang, S., Kirkbride, J. B., Osborn, D. P. J., & Hayes, J. F. (2019). Air pollution (particulate matter) exposure and associations with depression, anxiety, bipolar, psychosis and suicide risk: A systematic review and meta-analysis. Environmental Health Perspectives, 127(12), 126002. doi: 10.1289/EHP4595.
   PubMed Web of Science ®Google Scholar
• Carbajal-Arroyo, L., Miranda-Soberanis, V., Medina-Ramón, M., Rojas-Bracho, L., Tzintzun, G., Solís-Gutiérrez, P., Méndez-Ramírez, I., Hurtado-Díaz, M., Schwartz, J., & Romieu, I. (2011). Effect of PM(10) and O(3) on infant mortality among residents in the Mexico City Metropolitan Area: A case-crossover analysis, 1997-2005. Journal of Epidemiology and Community Health, 65(8), 715–721. doi: 10.1136/jech.2009.101212.
   PubMed Web of Science ®Google Scholar
• Chen, Z. Y., Zhang, T. H., Zhang, R., Zhu, Z. M., Ou, C. Q., & Guo, Y. M. (2018). Estimating PM 2.5 concentrations based on non-linear exposure-lag-response associations with aerosol optical depth and meteorological measures. Atmospheric Environment, 173, 30–37. doi: 10.1016/j.atmosenv.2017.10.055.
   Web of Science ®Google Scholar
• Cuijpers, P., Beekman, A. T., & Reynolds, C. F.3rd. (2012). Preventing depression: A global priority. JAMA, 307(10), 1033–1034. doi: 10.1001/jama.2012.271.
   PubMed Web of Science ®Google Scholar
• Du, M., Zhao, Y. H., Fang, T., Fan, L. Y., Zhang, M. H., Huang, H., & Mei, K. (2022). Evaluating the inequality of medical resources allocation based on spatial and non-spatial accessibility: A case study of Wenzhou, China. Sustainability, 14(14), 8331. doi: 10.3390/su14148331.
   Google Scholar
• Fan, S. J., Heinrich, J., Bloom, M. S., Zhao, T. Y., Shi, T. X., Feng, W. R., Sun, Y., Shen, J. C., Yang, Z. C., Yang, B. Y., & Dong, G. H. (2020). Ambient air pollution and depression: A systematic review with meta-analysis up to 2019. The Science of the Total Environment, 701, 134721. doi: 10.1016/j.scitotenv.2019.134721.
   PubMed Web of Science ®Google Scholar
• Ferri, C. P., Prince, M., Brayne, C., Brodaty, H., Fratiglioni, L., Ganguli, M., Hall, K., Hasegawa, K., Hendrie, H., Huang, Y., Jorm, A., Mathers, C., Menezes, P. R., Rimmer, E., & Scazufca, M. (2005). Global prevalence of dementia: A Delphi consensus study. Lancet (London, England), 366(9503), 2112–2117. doi: 10.1016/S0140-6736(05)67889-0.
   PubMed Web of Science ®Google Scholar
• Fonken, L. K., Xu, X., Weil, Z. M., Chen, G., Sun, Q., Rajagopalan, S., & Nelson, R. J. (2011). Air pollution impairs cognition, provokes depressive-like behaviors and alters hippocampal cytokine expression and morphology. Molecular Psychiatry, 16(10), 987–995, 973. doi: 10.1038/mp.2011.76.
   PubMed Web of Science ®Google Scholar
• Gackière, F., Saliba, L., Baude, A., Bosler, O., & Strube, C. (2011). Ozone inhalation activates stress-responsive regions of the CNS. Journal of Neurochemistry, 117(6), 961–972. doi: 10.1111/j.1471-4159.2011.07267.x.
   PubMed Web of Science ®Google Scholar
• Gao, M., Gao, J., Zhu, B., Kumar, R., Lu, X., Song, S., Zhang, Y., Jia, B., Wang, P., Beig, G., Hu, J., Ying, Q., Zhang, H., Sherman, P., & McElroy, M. B. (2020). Ozone pollution over China and India: Seasonality and sources. Atmospheric Chemistry and Physics, 20(7), 4399–4414. doi: 10.5194/acp-20-4399-2020.
   Web of Science ®Google Scholar
• Geoffroy, P. A., Bellivier, F., Scott, J., & Etain, B. (2014). Seasonality and bipolar disorder: A systematic review, from admission rates to seasonality of symptoms. Journal of Affective Disorders, 168, 210–223. doi: 10.1016/j.jad.2014.07.002.
   PubMed Web of Science ®Google Scholar
• Gu, X., Guo, T., Si, Y., Wang, J., Zhang, W., Deng, F., Chen, L., Wei, C., Lin, S., Guo, X., & Wu, S. (2020). Association between ambient air pollution and daily hospital admissions for depression in 75 Chinese cities. The American Journal of Psychiatry, 177(8), 735–743. doi: 10.1176/appi.ajp.2020.19070748.
   PubMed Web of Science ®Google Scholar
• Hahad, O., Kuntic, M., Frenis, K., Chowdhury, S., Lelieveld, J., Lieb, K., Daiber, A., & Münzel, T. (2021). Physical activity in polluted air-net benefit or harm to cardiovascular health? A comprehensive review. Antioxidants (Basel, Switzerland), 10(11), 1787. doi: 10.3390/antiox10111787.
   PubMedGoogle Scholar
• Hu, T. W., He, Y., Zhang, M., & Chen, N. (2007). Economic costs of depression in China. Social Psychiatry and Psychiatric Epidemiology, 42(2), 110–116. doi: 10.1007/s00127-006-0151-2.
   PubMed Web of Science ®Google Scholar
• Janes, H., Sheppard, L., & Lumley, T. (2005). Case-crossover analyses of air pollution exposure data: Referent selection strategies and their implications for bias. Epidemiology (Cambridge, Mass.), 16(6), 717–726. doi: 10.1097/01.ede.0000181315.18836.9d.
   PubMed Web of Science ®Google Scholar
• Jaremka, L. M., Lindgren, M. E., & Kiecolt-Glaser, J. K. (2013). Synergistic relationships among stress, depression, and troubled relationships: Insights from psychoneuroimmunology. Depression and Anxiety, 30(4), 288–296. doi: 10.1002/da.22078.
   PubMed Web of Science ®Google Scholar
• Lin, H., Guo, Y., Kowal, P., Airhihenbuwa, C. O., Di, Q., Zheng, Y., Zhao, X., Vaughn, M. G., Howard, S., Schootman, M., Salinas-Rodriguez, A., Yawson, A. E., Arokiasamy, P., Manrique-Espinoza, B. S., Biritwum, R. B., Rule, S. P., Minicuci, N., Naidoo, N., Chatterji, S., … Wu, F. (2017). Exposure to air pollution and tobacco smoking and their combined effects on depression in six low- and middle-income countries. The British Journal of Psychiatry: The Journal of Mental Science, 211(3), 157–162. doi: 10.1192/bjp.bp.117.202325.
   PubMed Web of Science ®Google Scholar
• Lin, M., Horowitz, L. W., Xie, Y., Paulot, F., Malyshev, S., Shevliakova, E., Finco, A., Gerosa, G., Kubistin, D., & Pilegaard, K. (2020). Vegetation feedbacks during drought exacerbate ozone air pollution extremes in Europe. Nature Climate Change, 10(5), 444–451. doi: 10.1038/s41558-020-0743-y.
   Web of Science ®Google Scholar
• Liu, H., Jiang, D., Yang, X., et al. (2005). Spatialization approach to 1km grid GDP supported by remote sensing. Geo-Information Science, 7(2), 120–123.
   Google Scholar
• Liu, Y., Pan, J., Zhang, H., Shi, C., Li, G., Peng, Z., Ma, J., Zhou, Y., & Zhang, L. (2019). Short-term exposure to ambient air pollution and asthma mortality. American Journal of Respiratory and Critical Care Medicine, 200(1), 24–32. doi: 10.1164/rccm.201810-1823OC.
   PubMed Web of Science ®Google Scholar
• Liu, H., Zhang, M., & Han, X. (2020). A review of surface ozone source apportionment in China. Atmospheric and Oceanic Science Letters, 13(5), 470–484. doi: 10.1080/16742834.2020.1768025.
   Web of Science ®Google Scholar
• Lu, J., Xu, X., Huang, Y., Li, T., Ma, C., Xu, G., Yin, H., Xu, X., Ma, Y., Wang, L., Huang, Z., Yan, Y., Wang, B., Xiao, S., Zhou, L., Li, L., Zhang, Y., Chen, H., Zhang, T., … Zhang, N. (2021). Prevalence of depressive disorders and treatment in China: A cross-sectional epidemiological study. The Lancet. Psychiatry, 8(11), 981–990. doi: 10.1016/S2215-0366(21)00251-0.
   PubMed Web of Science ®Google Scholar
• Lu, X., Zhang, L., Chen, Y., Zhou, M., Zheng, B., Li, K., Liu, Y., Lin, J., Fu, T.-M., & Zhang, Q. (2019). Exploring 2016–2017 surface ozone pollution over China: Source contributions and meteorological influences. Atmospheric Chemistry and Physics, 19(12), 8339–8361. doi: 10.5194/acp-19-8339-2019.
   Web of Science ®Google Scholar
• Lu, X., Zhang, L., Wang, X., Gao, M., Li, K., Zhang, Y., Yue, X., & Zhang, Y. (2020). Rapid increases in warm-season surface ozone and resulting health impact in China since 2013. Environmental Science & Technology Letters, 7(4), 240–247. doi: 10.1021/acs.estlett.0c00171.
   Web of Science ®Google Scholar
• Lu, P., Zhang, Y., Xia, G., Zhang, W., Xu, R., Wang, C., Guo, Y., & Li, S. (2020). Attributable risks associated with hospital outpatient visits for mental disorders due to air pollution: A multi-city study in China. Environment International, 143, 105906. doi: 10.1016/j.envint.2020.105906.
   PubMed Web of Science ®Google Scholar
• Marcus, M., Yasamy, M. T., Ommeren, M. V., Chisholm, D., Saxena, S., Yasamy, M. T., M, V. O., Ommeren, M. V., & Chrisholm, D. (2012). Depression: A global public health concern. https://www.researchgate.net/publication/285075782_Depression_A_global_public_health_concern.
   Google Scholar
• Mokoena, M. L., Harvey, B. H., Oliver, D. W., & Brink, C. B. (2010). Ozone modulates the effects of imipramine on immobility in the forced swim test, and nonspecific parameters of hippocampal oxidative stress in the rat. Metabolic Brain Disease, 25(2), 125–133. doi: 10.1007/s11011-010-9189-7.
   PubMed Web of Science ®Google Scholar
• Sahu, S. K., Liu, S., Liu, S., Ding, D., & Xing, J. (2021). Ozone pollution in China: Background and transboundary contributions to ozone concentration & related health effects across the country. The Science of the Total Environment, 761, 144131. doi: 10.1016/j.scitotenv.2020.144131.
   PubMed Web of Science ®Google Scholar
• Szyszkowicz, M. (2007). Air pollution and emergency department visits for depression in Edmonton, Canada. International Journal of Occupational Medicine and Environmental Health, 20(3), 241–245. doi: 10.2478/v10001-007-0024-2.
   PubMedGoogle Scholar
• Szyszkowicz, M. (2019). Case-crossover method with a short time-window. International Journal of Environmental Research and Public Health, 17(1), 202. doi: 10.3390/ijerph1701022.
   PubMed Web of Science ®Google Scholar
• Szyszkowicz, M., Kousha, T., Kingsbury, M., & Colman, I. (2016). Air pollution and emergency department visits for depression: A multicity case-crossover study. Environmental Health Insights, 10, 155–161. doi: 10.4137/EHI.S40493.
   PubMed Web of Science ®Google Scholar
• Thomson, E. M., Filiatreault, A., & Guénette, J. (2019). Stress hormones as potential mediators of air pollutant effects on the brain: Rapid induction of glucocorticoid-responsive genes. Environmental Research, 178, 108717. doi: 10.1016/j.envres.2019.108717.
   PubMed Web of Science ®Google Scholar
• Thomson, E. M., Pal, S., Guénette, J., Wade, M. G., Atlas, E., Holloway, A. C., Williams, A., & Vincent, R. (2016). Ozone inhalation provokes glucocorticoid-dependent and -independent effects on inflammatory and metabolic pathways. Toxicological Sciences: An Official Journal of the Society of Toxicology, 152(1), 17–28. doi: 10.1093/toxsci/kfw061.
   PubMed Web of Science ®Google Scholar
• Tsai, S. S., Chiu, Y. W., Weng, Y. H., & Yang, C. Y. (2020). Association between ozone air pollution levels and hospitalizations for depression in Taipei: A time-stratified case-crossover study. Journal of Toxicology and Environmental Health. Part A, 83(17–18), 596–603. doi: 10.1080/15287394.2020.1801544.
   PubMed Web of Science ®Google Scholar
• US EPA. (2014). [Health risk and exposure assessment for ozone (FinalReport): EPA/452/R-14-004a. https://www.epa.gov/naaqs/ozone-o3-standards-risk-and-exposure-assessments-current-review.
   Google Scholar
• van den Bosch, M., & Meyer-Lindenberg, A. (2019). Environmental exposures and depression: Biological mechanisms and epidemiological evidence. Annual Review of Public Health, 40(1), 239–259. doi: 10.1146/annurev-publhealth-040218-044106.
   PubMedGoogle Scholar
• Wang, F., Liu, H., Li, H., Liu, J., Guo, X., Yuan, J., Hu, Y., Wang, J., & Lu, L. (2018). Ambient concentrations of particulate matter and hospitalization for depression in 26 Chinese cities: A case-crossover study. Environment International, 114, 115–122. doi: 10.1016/j.envint.2018.02.012.
   PubMed Web of Science ®Google Scholar
• WHO. (2017). Depression and Other Common Mental Disorders: Global Health Estimates. https://www.who.int/publications/i/item/depression-global-health-estimates.
   Google Scholar
• WHO. (2021). Depressive. https://www.who.int/news-room/fact-sheets/detail/depression.
   Google Scholar
• Xie, Y., Dai, H., Zhang, Y., Wu, Y., Hanaoka, T., & Masui, T. (2019). Comparison of health and economic impacts of PM2.5 and ozone pollution in China. Environment International, 130, 104881. doi: 10.1016/j.envint.2019.05.075.
   PubMed Web of Science ®Google Scholar
• Yin, C. H., He, Q. S., Liu, Y. F., Chen, W. Q., & Gao, Y. (2018). Inequality of public health and its role in spatial accessibility to medical facilities in China. Applied Geography, 92, 50–62. doi: 10.1016/j.apgeog.2018.01.011.
   Web of Science ®Google Scholar
• Zeng, Y., Lin, R., Liu, L., Liu, Y., & Li, Y. (2019). Ambient air pollution exposure and risk of depression: A systematic review and meta-analysis of observational studies. Psychiatry Research, 276, 69–78. doi: 10.1016/j.psychres.2019.04.019.
   PubMed Web of Science ®Google Scholar
• Zhao, Y., Kong, D., Fu, J., Zhang, Y., Chen, Y., Liu, Y., Chang, Z., Liu, Y., Liu, X., Xu, K., Jiang, C., & Fan, Z. (2021). Increased risk of hospital admission for asthma in children from short-term exposure to air pollution: Case-crossover evidence from Northern China. Frontiers in Public Health, 9, 798746. https://pubmed.ncbi.nlm.nih.gov/34976938/ doi: 10.3389/fpubh.2021.798746.
   PubMed Web of Science ®Google Scholar
• Zhao, T., Markevych, I., Standl, M., Schulte-Körne, G., Schikowski, T., Berdel, D., Koletzko, S., Bauer, C.-P., von Berg, A., Nowak, D., & Heinrich, J. (2019). Ambient ozone exposure and depressive symptoms in adolescents: Results of the GINIplus and LISA birth cohorts. Environmental Research, 170, 73–81. doi: 10.1016/j.envres.2018.12.014.
   PubMed Web of Science ®Google Scholar