Childhood exposure to non-persistent endocrine disrupting chemicals and multi-omic profiles: A panel study

被引:3
|
作者
Fabbri, Lorenzo [1 ,2 ]
Garlantezec, Ronan [3 ]
Audouze, Karine [4 ]
Bustamante, Mariona [1 ,2 ,5 ,6 ]
Carracedo, Angel [7 ,8 ]
Chatzi, Leda [9 ]
Gonzalez, Juan Ramon [1 ,6 ,10 ]
Grazuleviciene, Regina [11 ]
Keun, Hector [12 ,13 ]
Lau, Chung-Ho E. [14 ,15 ]
Sabido, Eduard [2 ,5 ]
Siskos, Alexandros P.
Slama, Remy [16 ]
Thomsen, Cathrine [17 ]
Wright, John [18 ]
Yuan, Wen Lun [19 ,20 ]
Casas, Maribel [1 ,2 ,6 ]
Vrijheid, Martin [1 ,2 ,6 ]
Maitre, Lea [1 ,2 ,6 ]
机构
[1] ISGlobal, Barcelona, Spain
[2] Univ Pompeu Fabra, Barcelona, Spain
[3] Univ Rennes, CHU Rennes, Inserm, UMR S 1085,EHESP,Irset Inst Rech Sante Environm &, Rennes, France
[4] Univ Paris Cite, INSERM, UMR S 1124, T3S, 45 Rue St Peres, Paris, France
[5] Barcelona Inst Sci & Technol, Ctr Genom Regulat CRG, Barcelona, Spain
[6] CIBER Epidemiol & Salud Publ CIBERESP, Madrid, Spain
[7] Univ Santiago De Compostela, Ctr Invest Biomed Red Enfermedades Raras, Med Genom Grp, CEGEN PRB3, Santiago De Compostela, Spain
[8] Galician Fdn Genom Med, Serv Gallego Salud SERGAS, Inst Invest Sanit Santiago Compostela IDIS, Santiago De Compostela, Spain
[9] Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA USA
[10] Univ Autonoma Barcelona, Dept Math, Bellaterra, Spain
[11] Vytautas Magnus Univ, Dept Environm Sci, Kaunas, Lithuania
[12] Imperial Coll London, Dept Surg & Canc, Div Canc, Canc Metab & Syst Toxicol Grp, Hammersmith Hosp Campus, London, England
[13] Imperial Coll London, Dept Metab Digest & Reprod, Div Syst Med, Hammersmith Hosp Campus, London, England
[14] Imperial Coll London, Sch Publ Hlth, MRC Ctr Environm & Hlth, London, England
[15] Imperial Coll, Dept Metab Digest & Reprod, Div Syst Med, London, England
[16] Univ Grenoble Alpes, CNRS, Inserm, Inst Adv Biosci IAB,Team Environm Epidemiol Appl, Grenoble, France
[17] Norwegian Inst Publ Hlth, Dept Environm Hlth, Oslo, Norway
[18] Bradford Teaching Hosp NHS Fdn Trust, Bradford Inst Hlth Res, Bradford, England
[19] Univ Paris, INSERM, INRAE, Ctr Res Epidemiol & Stat CRESS, Paris, France
[20] ASTAR, Singapore Inst Clin Sci SICS, Singapore, Singapore
基金
欧盟地平线“2020”;
关键词
Multi-omics; Metabolomics; Endocrine disruptors; Childhood; ENVIRONMENTAL PHTHALATE EXPOSURE; EARLY-LIFE EXPOSURE; ORGANOPHOSPHATE PESTICIDES; TRICLOSAN; PREGNANCY; EXPOSOME; DISORDERS; PHENOLS; LEVEL;
D O I
10.1016/j.envint.2023.107856
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: Individuals are exposed to environmental pollutants with endocrine disrupting activity (endocrine disruptors, EDCs) and the early stages of life are particularly susceptible to these exposures. Previous studies have focused on identifying molecular signatures associated with EDCs, but none have used repeated sampling strategy and integrated multiple omics. We aimed to identify multi-omic signatures associated with childhood exposure to non-persistent EDCs. Methods: We used data from the HELIX Child Panel Study, which included 156 children aged 6 to 11. Children were followed for one week, in two time periods. Twenty-two non-persistent EDCs (10 phthalate, 7 phenol, and 5 organophosphate pesticide metabolites) were measured in two weekly pools of 15 urine samples each. Multi-omic profiles (methylome, serum and urinary metabolome, proteome) were measured in blood and in a pool urine samples. We developed visit-specific Gaussian Graphical Models based on pairwise partial correlations. The visit-specific networks were then merged to identify reproducible associations. Independent biological evidence was systematically sought to confirm some of these associations and assess their potential health implications.Results: 950 reproducible associations were found among which 23 were direct associations between EDCs and omics. For 9 of them, we were able to find corroborating evidence from previous literature: DEP -serotonin, OXBE -cg27466129, OXBE -dimethylamine, triclosan -leptin, triclosan -serotonin, MBzP -Neu5AC, MEHP -cg20080548, oh-MiNP -kynurenine, oxo-MiNP -5-oxoproline. We used these associations to explore possible mechanisms between EDCs and health outcomes, and found links to health outcomes for 3 analytes: serotonin and kynurenine in relation to neuro-behavioural development, and leptin in relation to obesity and insulin resistance. Conclusions: This multi-omics network analysis at two time points identified biologically relevant molecular signatures related to non-persistent EDC exposure in childhood, suggesting pathways related to neurological and metabolic outcomes.
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页数:16
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