Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases

Background: Chronic diseases have become main killers affecting the health of human, and environmental pollution is a major health risk factor that cannot be ignored. It has been reported that exogenous chemical residues including pesticides, herbicides, fungicides, veterinary drugs and persistent o...

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Main Authors: Lei You, Fujian Zheng, Chang Su, Limei Wang, Xiang Li, Qianqian Chen, Jing Kou, Xiaolin Wang, Yanfeng Wang, Yuting Wang, Surong Mei, Bing Zhang, Xinyu Liu, Guowang Xu
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Environment International
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412021005444
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language English
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author Lei You
Fujian Zheng
Chang Su
Limei Wang
Xiang Li
Qianqian Chen
Jing Kou
Xiaolin Wang
Yanfeng Wang
Yuting Wang
Surong Mei
Bing Zhang
Xinyu Liu
Guowang Xu
spellingShingle Lei You
Fujian Zheng
Chang Su
Limei Wang
Xiang Li
Qianqian Chen
Jing Kou
Xiaolin Wang
Yanfeng Wang
Yuting Wang
Surong Mei
Bing Zhang
Xinyu Liu
Guowang Xu
Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
Environment International
Metabolome-wide association study
Exogenous chemical residues
Perfluoroalkyl substances
Chronic diseases
Hyperuricemia
Meeting-in-the-middle
author_facet Lei You
Fujian Zheng
Chang Su
Limei Wang
Xiang Li
Qianqian Chen
Jing Kou
Xiaolin Wang
Yanfeng Wang
Yuting Wang
Surong Mei
Bing Zhang
Xinyu Liu
Guowang Xu
author_sort Lei You
title Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
title_short Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
title_full Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
title_fullStr Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
title_full_unstemmed Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
title_sort metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseases
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2022-01-01
description Background: Chronic diseases have become main killers affecting the health of human, and environmental pollution is a major health risk factor that cannot be ignored. It has been reported that exogenous chemical residues including pesticides, herbicides, fungicides, veterinary drugs and persistent organic pollutants are associated with chronic diseases. However, the evidence for their relationship is equivocal and the underlying mechanisms are unclear. Objectives: We aim to investigate the linkages between serum exogenous chemical residues and 5 main chronic diseases including obesity, hyperuricemia, hypertension, diabetes and dyslipidemia, and further reveal the metabolic perturbations of chronic diseases related to exogenous chemical residue exposure, then gain potential mechanism insight at the metabolic level. Methods: LC-MS-based targeted and nontargeted methods were respectively performed to quantify exogenous chemical residues and acquire metabolic profiling of 496 serum samples from chronic disease patients. Non-parametric test, correlation and regression analyses were carried out to investigate the association between exogenous chemical residues and chronic diseases. Metabolome-wide association study combined with the meeting-in-the-middle strategy and mediation analysis was performed to reveal and explain exposure-related metabolic disturbances and their risk to chronic diseases. Results: In the association analysis of 106 serum exogenous chemical residues and 5 chronic diseases, positive associations of serum perfluoroalkyl substances (PFASs) with hyperuricemia were discovered while other associations were not significant. 240 exposure markers of PFASs and 84 disease markers of hyperuricemia were found, and 47 of them were overlapped and considered as putative effective markers. Serum uric acid, amino acids, cholesterol, carnitines, fatty acids, glycerides, glycerophospholipids, ceramides, and a part of sphingolipids were positively correlated with PFASs and associated with increased risk for hyperuricemia. Creatine, creatinine, glyceryl monooleate, phosphatidylcholine 36:6, phosphatidylethanolamine 40:6, cholesterol and sphingolipid 36:1;2O were significant markers which mediated the associations of the residues with hyperuricemia. Conclusions: Our study demonstrated a significantly positive association between PFASs exposure and hyperuricemia. The most significant metabolic abnormality was lipid metabolism which not only was positively associated with PFASs, but also increased the risk of hyperuricemia.
topic Metabolome-wide association study
Exogenous chemical residues
Perfluoroalkyl substances
Chronic diseases
Hyperuricemia
Meeting-in-the-middle
url http://www.sciencedirect.com/science/article/pii/S0160412021005444
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spelling doaj-a8cb2541005b4ec1809b7d2a0a953a912021-10-11T04:14:26ZengElsevierEnvironment International0160-41202022-01-01158106919Metabolome-wide association study of serum exogenous chemical residues in a cohort with 5 major chronic diseasesLei You0Fujian Zheng1Chang Su2Limei Wang3Xiang Li4Qianqian Chen5Jing Kou6Xiaolin Wang7Yanfeng Wang8Yuting Wang9Surong Mei10Bing Zhang11Xinyu Liu12Guowang Xu13CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, ChinaCAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, ChinaNational Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, ChinaState Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, #13 Hangkong Road, Wuhan, Hubei 430030, ChinaState Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, #13 Hangkong Road, Wuhan, Hubei 430030, ChinaCAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, ChinaState Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, #13 Hangkong Road, Wuhan, Hubei 430030, ChinaCAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, ChinaCAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, ChinaCAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, ChinaState Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, #13 Hangkong Road, Wuhan, Hubei 430030, ChinaNational Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; Corresponding authors at: CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China (G. Xu).CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; Corresponding authors at: CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China (G. Xu).CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China; Corresponding authors at: CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China (G. Xu).Background: Chronic diseases have become main killers affecting the health of human, and environmental pollution is a major health risk factor that cannot be ignored. It has been reported that exogenous chemical residues including pesticides, herbicides, fungicides, veterinary drugs and persistent organic pollutants are associated with chronic diseases. However, the evidence for their relationship is equivocal and the underlying mechanisms are unclear. Objectives: We aim to investigate the linkages between serum exogenous chemical residues and 5 main chronic diseases including obesity, hyperuricemia, hypertension, diabetes and dyslipidemia, and further reveal the metabolic perturbations of chronic diseases related to exogenous chemical residue exposure, then gain potential mechanism insight at the metabolic level. Methods: LC-MS-based targeted and nontargeted methods were respectively performed to quantify exogenous chemical residues and acquire metabolic profiling of 496 serum samples from chronic disease patients. Non-parametric test, correlation and regression analyses were carried out to investigate the association between exogenous chemical residues and chronic diseases. Metabolome-wide association study combined with the meeting-in-the-middle strategy and mediation analysis was performed to reveal and explain exposure-related metabolic disturbances and their risk to chronic diseases. Results: In the association analysis of 106 serum exogenous chemical residues and 5 chronic diseases, positive associations of serum perfluoroalkyl substances (PFASs) with hyperuricemia were discovered while other associations were not significant. 240 exposure markers of PFASs and 84 disease markers of hyperuricemia were found, and 47 of them were overlapped and considered as putative effective markers. Serum uric acid, amino acids, cholesterol, carnitines, fatty acids, glycerides, glycerophospholipids, ceramides, and a part of sphingolipids were positively correlated with PFASs and associated with increased risk for hyperuricemia. Creatine, creatinine, glyceryl monooleate, phosphatidylcholine 36:6, phosphatidylethanolamine 40:6, cholesterol and sphingolipid 36:1;2O were significant markers which mediated the associations of the residues with hyperuricemia. Conclusions: Our study demonstrated a significantly positive association between PFASs exposure and hyperuricemia. The most significant metabolic abnormality was lipid metabolism which not only was positively associated with PFASs, but also increased the risk of hyperuricemia.http://www.sciencedirect.com/science/article/pii/S0160412021005444Metabolome-wide association studyExogenous chemical residuesPerfluoroalkyl substancesChronic diseasesHyperuricemiaMeeting-in-the-middle