Long-term PM2.5 exposure and depressive symptoms in China: A quasi-experimental study

Lancet Regional Health - Western Pacific, The - Tập 6 - Trang 100079 - 2021
Tao Xue1, Tianjia Guan2, Yixuan Zheng3, Guannan Geng4, Qiang Zhang5, Yao Yao6, Tong Zhu7
1Institute of Reproductive and Child Health, Ministry of Health Key Laboratory of Reproductive Health and Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
2School of Health Policy and Management, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
3Center of Air Quality Simulation and System Analysis, Chinese Academy for Environmental Planning, Beijing 100012, China
4School of Environment, Tsinghua University, Beijing 100086, China
5Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100086, China
6Center for Healthy Aging and Development Studies, Raissun Institute for Advanced Studies, National School of Development, Peking University, Beijing, China
7BIC-ESAT and SKL-ESPC, College of Environmental Science and Engineering, Peking University, Beijing 100871, China

Tài liệu tham khảo

Ferrari, 2014, The burden attributable to mental and substance use disorders as risk factors for suicide: findings from the global burden of disease study 2010, PLoS ONE, 9, 10.1371/journal.pone.0091936 Ferrari A.J., Charlson F.J., Norman R.E., et al. Burden of depressive disorders by country, sex, age, and year: findings from the global burden of disease study 2010. 2013;10(11): e1001547. Xue, 2019, Declines in mental health associated with air pollution and temperature variability in China, Nat Commun, 10 Chen, 2017, Living near major roads and the incidence of dementia, Parkinson's disease, and multiple sclerosis: a population-based cohort study, Lancet, 389, 718, 10.1016/S0140-6736(16)32399-6 Zheng, 2019, Air pollution lowers Chinese urbanites' expressed happiness on social media, Nat Hum Behav, 3, 237, 10.1038/s41562-018-0521-2 Zhang, 2018, The impact of exposure to air pollution on cognitive performance, P Natl Acad Sci USA, 115, 9193, 10.1073/pnas.1809474115 Li, 2018, Prenatal exposure to sand and dust storms and children's cognitive function in China: a quasi-experimental study, Lancet Planet Health, 2, e214, 10.1016/S2542-5196(18)30068-8 Pun, 2017, Association of ambient air pollution with depressive and anxiety symptoms in older adults: results from the NSHAP study, Environ Health Persp, 125, 342, 10.1289/EHP494 Generaal, 2019, Neighbourhood characteristics and prevalence and severity of depression: pooled analysis of eight Dutch cohort studies, Br J Psychiatry, 1 Roberts, 2019, Exploration of NO2 and PM2.5 air pollution and mental health problems using high-resolution data in London-based children from a UK longitudinal cohort study, Psychiat Res, 272, 8, 10.1016/j.psychres.2018.12.050 Lv, 2020, Long-term exposure to PM2. 5 and incidence of disability in activities of daily living among oldest old, Environ Pollut, 259, 10.1016/j.envpol.2020.113910 Braithwaite, 2019, Air pollution (particulate matter) exposure and associations with depression, anxiety, bipolar, psychosis and suicide risk: a systematic review and meta-analysis, Environ Health Perspect, 127, 10.1289/EHP4595 Zheng, 2017, Air quality improvements and health benefits from China's clean air action since 2013, Environ Res Lett, 12, 10.1088/1748-9326/aa8a32 Huang, 2018, Health impact of China's air pollution prevention and control action plan: an analysis of national air quality monitoring and mortality data, Lancet Planet Health, 2, e313, 10.1016/S2542-5196(18)30141-4 Xue, 2019, Rapid improvement of PM2.5 pollution and associated health benefits in China during 2013–2017, Sci China Earth Sci, 62, 1847, 10.1007/s11430-018-9348-2 Cheng, 2019, Dominant role of emission reduction in PM2.5 air quality improvement in Beijing during 2013-2017: a model-based decomposition analysis, Atmos Chem Phys, 19, 6125, 10.5194/acp-19-6125-2019 Rich, 2012, Association between changes in air pollution levels during the Beijing Olympics and biomarkers of inflammation and thrombosis in healthy young adults, JAMA, 307, 2068, 10.1001/jama.2012.3488 Chen, 2013, Evidence on the impact of sustained exposure to air pollution on life expectancy from China's Huai river policy, Proc Natl Acad Sci, 110, 12936, 10.1073/pnas.1300018110 Zhao, 2014, Cohort profile: the China health and retirement longitudinal study (CHARLS), Int J Epidemiol, 43, 61, 10.1093/ije/dys203 Zhao, 2012, Age and risk for depression among the elderly: a meta-analysis of the published literature, CNS Spectr, 17, 142, 10.1017/S1092852912000533 Zhao, 2013, China health and retirement longitudinal study–2011–2012 national baseline users’ guide, Beijing: Natl School Dev, Peking Univ, 1 Hu, 2019, Rural-urban disparities in age trajectories of depression caseness in later life: the China Health and Retirement Longitudinal Study, PLoS ONE, 14, 10.1371/journal.pone.0215907 Liu, 2016, Associations between long-term exposure to ambient particulate air pollution and type 2 diabetes prevalence, blood glucose and glycosylated hemoglobin levels in China, Environ Int, 92-93, 416, 10.1016/j.envint.2016.03.028 Xue, 2019, Spatiotemporal continuous estimates of PM2.5 concentrations in China, 2000-2016: a machine learning method with inputs from satellites, chemical transport model, and ground observations, Environ Int, 123, 345, 10.1016/j.envint.2018.11.075 Goyal, 2019, Early-life exposure to ambient fine particulate air pollution and infant mortality: pooled evidence from 43 low-and middle-income countries, Int J Epidemiol, 10.1093/ije/dyz090 Zhang, 2017, Transboundary health impacts of transported global air pollution and international trade, Nature, 543, 705, 10.1038/nature21712 Boey, 1999, Cross-validation of a short form of the CES-D in Chinese elderly, Int J Geriatr Psych, 14, 608, 10.1002/(SICI)1099-1166(199908)14:8<608::AID-GPS991>3.0.CO;2-Z Deschenes, 2018, Quasi-experimental methods in environmental economics: and challenges✶ opportunities, Handb Environ Econ, 4, 285 Gunasekara, 2014, Fixed effects analysis of repeated measures data, Int J Epidemiol, 43, 264, 10.1093/ije/dyt221 Ng, 1997, The stigma of mental illness in Asian cultures, Aust N Z J Psychiatry, 31, 382, 10.3109/00048679709073848 Bates D., Mächler M., Bolker B., Walker S. Fitting linear mixed-effects models using lme4. arXiv preprint arXiv:14065823 2014. Croissant, 2008, Panel Data Econometrics in R: the plm Package, J Stat Softw, 27, 1, 10.18637/jss.v027.i02 Sv, 2010, mice: multivariate imputation by chained equations in R, J Stat Softw, 1 Wood, 2011, Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models, J R Stat Soc B, 73, 3, 10.1111/j.1467-9868.2010.00749.x Wood S., Scheipl F. gamm4: generalized additive mixed models using mgcv and lme4. URL http://CRAN R-project org/package= gamm4 2014. Lin, 2017, Exposure to air pollution and tobacco smoking and their combined effects on depression in six low- and middle-income countries, Brit J Psychiat, 211, 157, 10.1192/bjp.bp.117.202325 Vert, 2017, Effect of long-term exposure to air pollution on anxiety and depression in adults: a cross-sectional study, Int J Hyg Envir Heal, 220, 1074, 10.1016/j.ijheh.2017.06.009 Zijlema, 2016, The association of air pollution and depressed mood in 70,928 individuals from four European cohorts, Int J Hyg Envir Heal, 219, 212, 10.1016/j.ijheh.2015.11.006 Tian, 2015, Effect of air pollution and rural-urban difference on mental health of the elderly in China, Iran J Public Health, 44, 1084 Wang, 2018, The relationship between air pollution and depression in China: is neighbourhood social capital protective, Int J Env Res Pub He, 15, 10.3390/ijerph15061160 Wang, 2019, Cross-sectional associations between long-term exposure to particulate matter and depression in China: the mediating effects of sunlight, physical activity, and neighborly reciprocity, J Affect Disorders, 249, 8, 10.1016/j.jad.2019.02.007 Pun, 2019, Close proximity to roadway and urbanicity associated with mental ill-health in older adults, Sci Total Environ, 658, 854, 10.1016/j.scitotenv.2018.12.221 Tallon, 2017, Cognitive impacts of ambient air pollution in the national social health and aging project (NSHAP) cohort, Environ Int, 104, 102, 10.1016/j.envint.2017.03.019 Oudin, 2016, Association between neighbourhood air pollution concentrations and dispensed medication for psychiatric disorders in a large longitudinal cohort of Swedish children and adolescents, BMJ Open, 6, 10.1136/bmjopen-2015-010004 Sui, 2018, The association between ambient air pollution exposure and mental health status in Chinese female college students: a cross-sectional study, Environ Sci Pollut R, 25, 28517, 10.1007/s11356-018-2881-6 Shin, 2018, Long-term exposure to ambient air pollutants and mental health status: a nationwide population-based cross-sectional study, PLoS ONE, 13, 10.1371/journal.pone.0195607 Zhang, 2017, Happiness in the air: how does a dirty sky affect mental health and subjective well-being, J Environ Econ Manag, 85, 81, 10.1016/j.jeem.2017.04.001 Klompmaker, 2019, Associations of combined exposures to surrounding green, air pollution and traffic noise on mental health, Environ Int, 129, 525, 10.1016/j.envint.2019.05.040 Sun, 2019, Negative emotion under haze: an investigation based on the microblog and weather records of Tianjin, China, Int J Env Res Pub He, 16, 10.3390/ijerph16010086 Fan S.-.J., Heinrich J., Bloom M.S., et al. Ambient air pollution and depression: a systematic review with meta-analysis up to 2019. 2020; 701: 134721. Vert C., Sánchez-Benavides G., Martínez D., et al. Effect of long-term exposure to air pollution on anxiety and depression in adults: a cross-sectional study. 2017;220(6): 1074–80. Zhao, 2018, Ambient ozone exposure and mental health: a systematic review of epidemiological studies, Environ Res, 165, 459, 10.1016/j.envres.2018.04.015 Chen, 2019, China health and retirement longitudinal study (CHARLS)