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...
Main Authors: | , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2022-01-01
|
Series: | Environment International |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S0160412021005444 |
id |
doaj-a8cb2541005b4ec1809b7d2a0a953a91 |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
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 |
work_keys_str_mv |
AT leiyou metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT fujianzheng metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT changsu metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT limeiwang metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT xiangli metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT qianqianchen metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT jingkou metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT xiaolinwang metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT yanfengwang metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT yutingwang metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT surongmei metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT bingzhang metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT xinyuliu metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases AT guowangxu metabolomewideassociationstudyofserumexogenouschemicalresiduesinacohortwith5majorchronicdiseases |
_version_ |
1716828826562985984 |
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 |