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Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study
BACKGROUND: Organophosphate esters (OPEs) are common endocrine-disrupting chemicals, and OPE exposure may be associated with type 2 diabetes (T2D). However, greater knowledge regarding the biomolecular intermediators underlying the impact of OPEs on T2D in humans are needed to understand biological...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Environmental Health Perspectives
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10094192/ https://www.ncbi.nlm.nih.gov/pubmed/37042841 http://dx.doi.org/10.1289/EHP11896 |
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author | Ding, Enmin Deng, Fuchang Fang, Jianlong Li, Tiantian Hou, Minmin Liu, Juan Miao, Ke Yan, Wenyan Fang, Ke Shi, Wanying Fu, Yuanzheng Liu, Yuanyuan Dong, Haoran Dong, Li Ding, Changming Liu, Xiaohui Pollitt, Krystal J. Godri Ji, John S. Shi, Yali Cai, Yaqi Tang, Song Shi, Xiaoming |
author_facet | Ding, Enmin Deng, Fuchang Fang, Jianlong Li, Tiantian Hou, Minmin Liu, Juan Miao, Ke Yan, Wenyan Fang, Ke Shi, Wanying Fu, Yuanzheng Liu, Yuanyuan Dong, Haoran Dong, Li Ding, Changming Liu, Xiaohui Pollitt, Krystal J. Godri Ji, John S. Shi, Yali Cai, Yaqi Tang, Song Shi, Xiaoming |
author_sort | Ding, Enmin |
collection | PubMed |
description | BACKGROUND: Organophosphate esters (OPEs) are common endocrine-disrupting chemicals, and OPE exposure may be associated with type 2 diabetes (T2D). However, greater knowledge regarding the biomolecular intermediators underlying the impact of OPEs on T2D in humans are needed to understand biological etiology. OBJECTIVES: We explored the associations between OPE exposure and glycometabolic markers among older Chinese adults 60–69 years of age to elucidate the underlying mechanisms using a multi-omics approach. METHODS: This was a longitudinal panel study comprising 76 healthy participants 60–69 years of age who lived in Jinan city of northern China. The study was conducted once every month for 5 months, from September 2018 to January 2019. We measured a total of 17 OPEs in the blood, 11 OPE metabolites in urine, and 4 glycometabolic markers (fasting plasma glucose, glycated serum protein, fasting insulin, and homeostatic model assessment for insulin resistance). The blood transcriptome and serum/urine metabolome were also evaluated. The associations between individual OPEs and glycometabolic markers were explored. An adverse outcome pathway (AOP) was established to determine the biomolecules mediating the associations. RESULTS: Exposure to five OPEs and OPE metabolites (trimethylolpropane phosphate, triphenyl phosphate, tri-iso-butyl phosphate, dibutyl phosphate, and diphenyl phosphate) was associated with increased levels of glycometabolic markers. The mixture effect analysis further indicated the adverse effect of OPE mixtures. Multi-omics analyses revealed that the endogenous changes in the transcriptional and metabolic levels were associated with OPE exposure. The putative AOPs model suggested that triggers of molecular initiation events (e.g., insulin receptor and glucose transporter type 4) with subsequent key events, including disruptions in signal transduction pathways (e.g., phosphatidylinositol 3-kinase/protein kinase B and insulin secretion signaling) and biological functions (glucose uptake and insulin secretion), may constitute the diabetogenic effects of OPEs. DISCUSSION: OPEs are associated with the elevated risk of T2D among older Chinese adults 60–69 years of age. Implementing OPE exposure reduction strategies may help reduce the T2D burden among these individuals, if the relationship is causal. https://doi.org/10.1289/EHP11896 |
format | Online Article Text |
id | pubmed-10094192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Environmental Health Perspectives |
record_format | MEDLINE/PubMed |
spelling | pubmed-100941922023-04-13 Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study Ding, Enmin Deng, Fuchang Fang, Jianlong Li, Tiantian Hou, Minmin Liu, Juan Miao, Ke Yan, Wenyan Fang, Ke Shi, Wanying Fu, Yuanzheng Liu, Yuanyuan Dong, Haoran Dong, Li Ding, Changming Liu, Xiaohui Pollitt, Krystal J. Godri Ji, John S. Shi, Yali Cai, Yaqi Tang, Song Shi, Xiaoming Environ Health Perspect Research BACKGROUND: Organophosphate esters (OPEs) are common endocrine-disrupting chemicals, and OPE exposure may be associated with type 2 diabetes (T2D). However, greater knowledge regarding the biomolecular intermediators underlying the impact of OPEs on T2D in humans are needed to understand biological etiology. OBJECTIVES: We explored the associations between OPE exposure and glycometabolic markers among older Chinese adults 60–69 years of age to elucidate the underlying mechanisms using a multi-omics approach. METHODS: This was a longitudinal panel study comprising 76 healthy participants 60–69 years of age who lived in Jinan city of northern China. The study was conducted once every month for 5 months, from September 2018 to January 2019. We measured a total of 17 OPEs in the blood, 11 OPE metabolites in urine, and 4 glycometabolic markers (fasting plasma glucose, glycated serum protein, fasting insulin, and homeostatic model assessment for insulin resistance). The blood transcriptome and serum/urine metabolome were also evaluated. The associations between individual OPEs and glycometabolic markers were explored. An adverse outcome pathway (AOP) was established to determine the biomolecules mediating the associations. RESULTS: Exposure to five OPEs and OPE metabolites (trimethylolpropane phosphate, triphenyl phosphate, tri-iso-butyl phosphate, dibutyl phosphate, and diphenyl phosphate) was associated with increased levels of glycometabolic markers. The mixture effect analysis further indicated the adverse effect of OPE mixtures. Multi-omics analyses revealed that the endogenous changes in the transcriptional and metabolic levels were associated with OPE exposure. The putative AOPs model suggested that triggers of molecular initiation events (e.g., insulin receptor and glucose transporter type 4) with subsequent key events, including disruptions in signal transduction pathways (e.g., phosphatidylinositol 3-kinase/protein kinase B and insulin secretion signaling) and biological functions (glucose uptake and insulin secretion), may constitute the diabetogenic effects of OPEs. DISCUSSION: OPEs are associated with the elevated risk of T2D among older Chinese adults 60–69 years of age. Implementing OPE exposure reduction strategies may help reduce the T2D burden among these individuals, if the relationship is causal. https://doi.org/10.1289/EHP11896 Environmental Health Perspectives 2023-04-12 /pmc/articles/PMC10094192/ /pubmed/37042841 http://dx.doi.org/10.1289/EHP11896 Text en https://ehp.niehs.nih.gov/about-ehp/licenseEHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted. |
spellingShingle | Research Ding, Enmin Deng, Fuchang Fang, Jianlong Li, Tiantian Hou, Minmin Liu, Juan Miao, Ke Yan, Wenyan Fang, Ke Shi, Wanying Fu, Yuanzheng Liu, Yuanyuan Dong, Haoran Dong, Li Ding, Changming Liu, Xiaohui Pollitt, Krystal J. Godri Ji, John S. Shi, Yali Cai, Yaqi Tang, Song Shi, Xiaoming Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title | Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title_full | Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title_fullStr | Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title_full_unstemmed | Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title_short | Association between Organophosphate Ester Exposure and Insulin Resistance with Glycometabolic Disorders among Older Chinese Adults 60–69 Years of Age: Evidence from the China BAPE Study |
title_sort | association between organophosphate ester exposure and insulin resistance with glycometabolic disorders among older chinese adults 60–69 years of age: evidence from the china bape study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10094192/ https://www.ncbi.nlm.nih.gov/pubmed/37042841 http://dx.doi.org/10.1289/EHP11896 |
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