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Air pollutants, genetic susceptibility and the risk of schizophrenia: large prospective study

Published online by Cambridge University Press:  09 August 2024

Run Liu
Affiliation:
Key Laboratory of Environment and Health, Ministry of Education, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; and Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Dankang Li
Affiliation:
Key Laboratory of Environment and Health, Ministry of Education, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; and Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Yudiyang Ma
Affiliation:
Key Laboratory of Environment and Health, Ministry of Education, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; and Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Lingxi Tang
Affiliation:
Key Laboratory of Environment and Health, Ministry of Education, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; and Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Ruiqi Chen*
Affiliation:
Department of Orthopedics, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; and Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
Yaohua Tian
Affiliation:
Key Laboratory of Environment and Health, Ministry of Education, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; and Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
*
Correspondence: Ruiqi Chen. Email: chenruiqi@csu.edu.cn

Abstract

Background

Evidence linking air pollutants and the risk of schizophrenia remains limited and inconsistent, and no studies have investigated the joint effect of air pollutant exposure and genetic factors on schizophrenia risk.

Aims

To investigate how exposure to air pollution affects schizophrenia risk and the potential effect modification of genetic susceptibility.

Method

Our study was conducted using data on 485 288 participants from the UK Biobank. Cox proportional hazards models were used to estimate the schizophrenia risk as a function of long-term air pollution exposure presented as a time-varying variable. We also derived the schizophrenia polygenic risk score (PRS) utilising data provided by the UK Biobank, and investigated the modification effect of genetic susceptibility.

Results

During a median follow-up period of 11.9 years, 417 individuals developed schizophrenia (mean age 55.57 years, s.d. = 8.68; 45.6% female). Significant correlations were observed between long-term exposure to four air pollutants (PM2.5; PM10; nitrogen oxides, NOx; nitrogen dioxide, NO2) and the schizophrenia risk in each genetic risk group. Interactions between genetic factors and the pollutants NO2 and NOx had an effect on schizophrenia events. Compared with those with low PRS and low air pollution, participants with high PRS and high air pollution had the highest risk of incident schizophrenia (PM2.5: hazard ratio = 6.25 (95% CI 5.03–7.76); PM10: hazard ratio = 7.38 (95% CI 5.86–9.29); NO2: hazard ratio = 6.31 (95% CI 5.02–7.93); NOx: hazard ratio = 6.62 (95% CI 5.24–8.37)).

Conclusions

Long-term exposure to air pollutants was positively related to the schizophrenia risk. Furthermore, high genetic susceptibility could increase the effect of NO2 and NOx on schizophrenia risk.

Type
Original Article
Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press on behalf of Royal College of Psychiatrists

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References

Owen, MJ, Sawa, A, Mortensen, PB. Schizophrenia. Lancet 2016; 388: 8697.CrossRefGoogle ScholarPubMed
Marwaha, S, Johnson, S, Bebbington, P, Stafford, M, Angermeyer, MC, Brugha, T, et al. Rates and correlates of employment in people with schizophrenia in the UK, France and Germany. Br J Psychiatry 2007; 191: 30–7.CrossRefGoogle ScholarPubMed
Foussias, G, Agid, O, Fervaha, G, Remington, G. Negative symptoms of schizophrenia: clinical features, relevance to real world functioning and specificity versus other CNS disorders. Eur Neuropsychopharmacol 2014; 24: 693709.CrossRefGoogle ScholarPubMed
Chong, HY, Teoh, SL, Wu, DB, Kotirum, S, Chiou, CF, Chaiyakunapruk, N. Global economic burden of schizophrenia: a systematic review. Neuropsychiatr Dis Treat 2016; 12: 357–73.Google ScholarPubMed
Liu, S, Lim, YH, Pedersen, M, Jørgensen, JT, Amini, H, Cole-Hunter, T, et al. Long-term air pollution and road traffic noise exposure and COPD: the Danish Nurse Cohort. Eur Respir J 2021; 58(6): 2004594.CrossRefGoogle ScholarPubMed
Gao, J, Wei, Q, Pan, R, Yi, W, Xu, Z, Duan, J, et al. Elevated environmental PM(2.5) increases risk of schizophrenia relapse: mediation of inflammatory cytokines. Sci Total Environ 2021; 753: 142008.CrossRefGoogle ScholarPubMed
Li, H, Han, M, Guo, L, Li, G, Sang, N. Oxidative stress, endothelial dysfunction and inflammatory response in rat heart to NO2 inhalation exposure. Chemosphere 2011; 82: 1589–96.CrossRefGoogle ScholarPubMed
Zhang, P, Zhou, X. Health and economic impacts of particulate matter pollution on hospital admissions for mental disorders in Chengdu, southwestern China. Sci Total Environ 2020; 733: 139114.CrossRefGoogle ScholarPubMed
Nguyen, AM, Malig, BJ, Basu, R. The association between ozone and fine particles and mental health-related emergency department visits in California, 2005–2013. PLoS One 2021; 16(4): e0249675.CrossRefGoogle ScholarPubMed
Li, H, Zhang, S, Qian, ZM, Xie, XH, Luo, Y, Han, R, et al. Short-term effects of air pollution on cause-specific mental disorders in three subtropical Chinese cities. Environ Res 2020; 191: 110214.CrossRefGoogle ScholarPubMed
Antonsen, S, Mok, PLH, Webb, RT, Mortensen, PB, McGrath, JJ, Agerbo, E, et al. Exposure to air pollution during childhood and risk of developing schizophrenia: a national cohort study. Lancet Planetary Health 2020; 4: e6473.CrossRefGoogle ScholarPubMed
Schizophrenia Working Group of the Psychiatric Genomics C. Biological insights from 108 schizophrenia-associated genetic loci. Nature 2014; 511: 421–7.CrossRefGoogle Scholar
Lewis, CM, Vassos, E. Polygenic risk scores: from research tools to clinical instruments. Genome Med 2020; 12(1): 44.CrossRefGoogle ScholarPubMed
Li, D, Ma, Y, Cui, F, Yang, Y, Liu, R, Tang, L, et al. Long-term exposure to ambient air pollution, genetic susceptibility, and the incidence of bipolar disorder: a prospective cohort study. Psychiatry Res 2023; 327: 115396.CrossRefGoogle ScholarPubMed
Jacobsen, KK, Kleppe, R, Johansson, S, Zayats, T, Haavik, J. Epistatic and gene wide effects in YWHA and aromatic amino hydroxylase genes across ADHD and other common neuropsychiatric disorders: association with YWHAE. Am J Med Genet B Neuropsychiatr Genet 2015; 168: 423–32.CrossRefGoogle ScholarPubMed
Lei, Q, Huang, X, Li, T, Zhong, Q, Chen, Q, Pan, R, et al. Effects of PM(2.5) pollution and single nucleotide polymorphisms of neurotrophin signaling pathway genes acting together on schizophrenia relapse. Int Arch Occup Environ Health 2023; 96: 629–37.CrossRefGoogle ScholarPubMed
Rodriguez-Muguruza, S, Altuna-Coy, A, Castro-Oreiro, S, Poveda-Elices, MJ, Fontova-Garrofe, R, Chacon, MR. A serum biomarker panel of exomiR-451a, exomiR-25-3p and soluble TWEAK for early diagnosis of rheumatoid arthritis. Front Immunol 2021; 12: 790880.CrossRefGoogle ScholarPubMed
Sudlow, C, Gallacher, J, Allen, N, Beral, V, Burton, P, Danesh, J, et al. UK Biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age. PLoS Med 2015; 12: e1001779.CrossRefGoogle ScholarPubMed
Thompson, DJ, Wells, D, Selzam, S, Peneva, I, Moore, R, Sharp, K, et al. UK Biobank release and systematic evaluation of optimised polygenic risk scores for 53 diseases and quantitative traits. MedRxiv [Preprint] 2022. Available from: https://www.medrxiv.org/content/10.1101/2022.06.16.22276246v1.CrossRefGoogle Scholar
Jongsma, HE, Turner, C, Kirkbride, JB, Jones, PB. International incidence of psychotic disorders, 2002–17: a systematic review and meta-analysis. Lancet Public Health 2019; 4: e229–44.CrossRefGoogle ScholarPubMed
Greenland, S, Pearl, J, Robins, JM. Causal diagrams for epidemiologic research. Epidemiology 1999; 10: 3748.CrossRefGoogle ScholarPubMed
Song, R, Liu, L, Wei, N, Li, X, Liu, J, Yuan, J, et al. Short-term exposure to air pollution is an emerging but neglected risk factor for schizophrenia: a systematic review and meta-analysis. Sci Total Environ 2023; 854: 158823.CrossRefGoogle ScholarPubMed
Ji, Y, Liu, B, Song, J, Pan, R, Cheng, J, Wang, H, et al. Short-term effects and economic burden assessment of ambient air pollution on hospitalizations for schizophrenia. Environ Sci Pollut Res Int 2022; 29: 45449–60.CrossRefGoogle ScholarPubMed
O'Lenick, CR, Wilhelmi, OV, Michael, R, Hayden, MH, Baniassadi, A, Wiedinmyer, C, et al. Urban heat and air pollution: a framework for integrating population vulnerability and indoor exposure in health risk analyses. Sci Total Environ 2019; 660: 715–23.CrossRefGoogle ScholarPubMed
Genc, S, Zadeoglulari, Z, Fuss, SH, Genc, K. The adverse effects of air pollution on the nervous system. J Toxicol 2012; 2012: 782462.CrossRefGoogle ScholarPubMed
Guo, L, Zhu, N, Guo, Z, Li, GK, Chen, C, Sang, N, et al. Particulate matter (PM10) exposure induces endothelial dysfunction and inflammation in rat brain. J Hazard Mater 2012; 213–214: 2837.CrossRefGoogle ScholarPubMed
Yan, W, Ji, X, Shi, J, Li, G, Sang, N. Acute nitrogen dioxide inhalation induces mitochondrial dysfunction in rat brain. Environ Res 2015; 138: 416–24.CrossRefGoogle ScholarPubMed
Trubetskoy, V, Pardiñas, AF, Qi, T, Panagiotaropoulou, G, Awasthi, S, Bigdeli, TB, et al. Mapping genomic loci implicates genes and synaptic biology in schizophrenia. Nature 2022; 604: 502–8.CrossRefGoogle ScholarPubMed
Stamatakis, E, Owen, KB, Shepherd, L, Drayton, B, Hamer, M, Bauman, AE. Is cohort representativeness passé? Poststratified associations of lifestyle risk factors with mortality in the UK Biobank. Epidemiology 2021; 32: 179–88.CrossRefGoogle ScholarPubMed
Pu, A, Ramani, G, Chen, YJ, Perry, JA, Hong, CC. Identification of novel genetic variants, including PIM1 and LINC01491, with ICD-10 based diagnosis of pulmonary arterial hypertension in the UK Biobank cohort. Front Drug Discov (Lausanne) 2023; 3: 1127736.Google ScholarPubMed
Wellenius, GA, Schwartz, J, Mittleman, MA. Air pollution and hospital admissions for ischemic and hemorrhagic stroke among Medicare beneficiaries. Stroke 2005; 36: 2549–53.CrossRefGoogle ScholarPubMed
Liu, Y, Zhou, B, Wang, J, Zhao, B. Health benefits and cost of using air purifiers to reduce exposure to ambient fine particulate pollution in China. J Hazard Mater 2021; 414: 125540.CrossRefGoogle ScholarPubMed
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