Transcriptomic and metabolomic associations with exposures to air pollutants among young adults with childhood asthma history

被引:20
|
作者
Liao, Jiawen [1 ]
Gheissari, Roya [2 ]
Thomas, Duncan C. [1 ]
Gilliland, Frank D. [1 ]
Lurmann, Fred [3 ]
Islam, Khandaker Talat [1 ]
Chen, Zhanghua [1 ]
机构
[1] Univ Southern Calif, Dept Populat & Publ Hlth Sci, Keck Sch Med, Los Angeles, CA 90007 USA
[2] Univ Southern Calif, Keck Sch Med, Los Angeles, CA 90007 USA
[3] Sonoma Technol, Petaluma, CA USA
关键词
Metabolomics; Gene expression; Integrated omics; Asthma; Network and pathway analysis; OXIDATIVE STRESS; CATHEPSIN-L; POLLUTION; RESPONSES; CHILDREN; HOMOCYSTEINE; ANTIOXIDANT; SUPPLEMENTS;
D O I
10.1016/j.envpol.2022.118903
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Ambient air pollutants are well-known risk factors for childhood asthma and asthma exacerbation. It is unknown whether different air pollutants individually or jointly affect pathophysiological mechanisms of asthma. In this study, we aim to integrate transcriptome and untargeted metabolome to identify dysregulated genetic and metabolic pathways that are associated with exposures to a mixture of ambient and traffic-related air pollutants among adults with asthma history. In this cross-sectional study, 102 young adults with childhood asthma history were enrolled from southern California in 2012. Whole blood transcriptome was measured with 20,869 expression signatures, and serum untargeted metabolomics including 937 metabolites were analyzed by Metabolon, Inc. Participants' exposures to regional air pollutants (NO2, O3, PM10, PM2.5) and near-roadway air pollutants averaged at one month and one year before study visit were estimated based on residential addresses. xMWAS network analysis and joint-pathway analysis were performed to identify subnetworks and genetic and metabolic pathways that were associated with exposure to air pollutants adjusted for socio-characteristic covariates. Network analysis found that exposures to air pollutants mixture were connected to 357 gene markers and 92 metabolites. One-year and one-month averaged PM2.5 and NO2 were associated with several amino acids related to serine, glycine, and beta-alanine metabolism. Lower serum levels of carnosine and aspartate, which are involved in the beta-alanine metabolic pathway, as well as choline were also associated with worse asthma control (p < 0.05). One-year and one-month averaged PM10 and one-month averaged O3 were associated with higher gene expression levels of HSPA5, LGMN, CTSL and HLA-DPB1, which are involved in antigen processing and presentation. These results indicate that exposures to various air pollutants are associated with altered genetic and metabolic pathways that affect anti-oxidative capacity and immune response and can potentially contribute to asthma-related pathophysiology.
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页数:10
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