Associations between the Maternal Exposome and Metabolome during Pregnancy

被引:31
作者
Chen, Minjian [1 ,2 ,3 ]
Guan, Yusheng [1 ,2 ]
Huang, Rui [1 ,2 ]
Duan, Jiawei [1 ,2 ]
Zhou, Jingjing [1 ,2 ]
Chen, Ting [1 ,2 ]
Wang, Xinru [1 ,2 ]
Xia, Yankai [1 ,2 ]
London, Stephanie J. [3 ]
机构
[1] Nanjing Med Univ, Sch Publ Hlth, State Key Lab Reprod Med, 101 Longmian Rd, Nanjing 211166, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Sch Publ Hlth, Key Lab Modern Toxicol, Minist Educ, Nanjing, Peoples R China
[3] NIEHS, Epidemiol Branch, NIH, US Dept HHS, Durham, NC USA
基金
中国国家自然科学基金;
关键词
PRENATAL EXPOSURE; CHEMICALS; ACID;
D O I
10.1289/EHP9745
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
BACKGROUND: Maternal exposure to environmental chemicals during pregnancy can influence various maternal and offspring health parameters. Modification of maternal metabolism by environmental exposure may be an important pathway for these impacts. However, there is limited evidence regarding exposure to a wide array of chemicals and the metabolome during pregnancy. OBJECTIVES: We investigated the relationship between the urinary exposome and metabolome during pregnancy. METHODS: Urine samples were collected in the first and third trimesters from 1,024 pregnant women recruited in prenatal clinics in Jiangsu Province, China. The exposome was analyzed using the first trimester sample with ultra-high performance liquid chromatography-high resolution accurate mass spectrometry (UHPLC-HRMS) and inductively coupled plasma mass spectrometry. The metabolome was analyzed using the third trimester sample with UHPLC-HRMS. We evaluated associations between each of 106 exposures in the first trimester with 139 metabolites in the third trimester. RESULTS: We identified 1,245 significant associations (p < 3.39 x 10(-6), Bonferroni correction) between chemical exposures and maternal metabolism during pregnancy. Among elements, the largest number of the significant metabolic associations were observed for magnesium, and among organic compounds, for 4-tert-octylphenol. We used exposome-metabolome associations to explore mechanisms underlying published associations between prenatal chemical exposures and offspring health outcomes. This integration of the literature with our results suggests that reported associations between 10 analytes and birth weight, gestational age, fat deposition, neurobehavioral development, immunological disorders, and hypertension may be partially mediated by metabolites associated with these exposures. DISCUSSION: This high-dimensional analysis of the urinary exposome and metabolome identified many associations between chemical exposures and maternal metabolism during pregnancy. Integration of these associations with the literature on health outcomes of exposure suggests that environmental modulation of the maternal metabolome may play a role in the association between prenatal exposure on pregnancy and child health outcomes.
引用
收藏
页数:12
相关论文
共 67 条
  • [1] Concentrations of xenobiotic chemicals in the maternal-fetal unit
    Barr, Dana B.
    Bishop, Amanda
    Needham, Larry L.
    [J]. REPRODUCTIVE TOXICOLOGY, 2007, 23 (03) : 260 - 266
  • [2] Polytomous logistic regression analysis could be applied more often in diagnostic research
    Biesheuvel, C. J.
    Vergouwe, Y.
    Steyerberg, E. W.
    Grobbee, D. E.
    Moons, K. G. M.
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 2008, 61 (02) : 125 - 134
  • [3] Urinary Metabolomics for Noninvasive Detection of Borderline and Acute T Cell-Mediated Rejection in Children After Kidney Transplantation
    Blydt-Hansen, T. D.
    Sharma, A.
    Gibson, I. W.
    Mandal, R.
    Wishart, D. S.
    [J]. AMERICAN JOURNAL OF TRANSPLANTATION, 2014, 14 (10) : 2339 - 2349
  • [4] Endocrine-Disrupting Potential of Bisphenol A, Bisphenol A Dimethacrylate, 4-n-Nonylphenol, and 4-n-Octylphenol in Vitro: New Data and a Brief Review
    Bonefeld-Jorgensen, Eva C.
    Long, Manhai
    Hofmeister, Marlene V.
    Vinggaard, Anne Marie
    [J]. ENVIRONMENTAL HEALTH PERSPECTIVES, 2007, 115 : 69 - 76
  • [5] BuckleyJP HerringAH, 2016, ENV INT, VEnvironInt91, P350, DOI [10.1016/j.envint.2016.03.019, DOI 10.1016/J.ENVINT.2016.03.019]
  • [6] CDC (CentersforDiseaseControlandPrevention), 2015, 4 NAT REP HUM EXP EN
  • [7] Centers for Disease Control and Prevention, 2019, Fourth national report on human exposure to environmental chemicals: updated tables, DOI DOI 10.15620/CDC75822
  • [8] A modified data normalization method for GC-MS-based metabolomics to minimize batch variation
    Chen, Mingjie
    Rao, R. Shyama Prasad
    Zhang, Yiming
    Zhong, Cathy Xiaoyan
    Thelen, Jay J.
    [J]. SPRINGERPLUS, 2014, 3
  • [9] Evaluating effects of prenatal exposure to phthalate mixtures on birth weight: A comparison of three statistical approaches
    Chiu, Yu-Han
    Bellavia, Andrea
    James-Todd, Tamarra
    Correia, Katharine F.
    Valeri, Linda
    Messerlian, Carmen
    Ford, Jennifer B.
    Minguez-Alarcon, Lidia
    Calafat, Antonia M.
    Hauser, Russ
    Williams, Paige L.
    [J]. ENVIRONMENT INTERNATIONAL, 2018, 113 : 231 - 239
  • [10] Dencker L, 1998, FOOD ADDIT CONTAM, V15, P37, DOI 10.1080/02652039809374613