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Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS)
INTRODUCTION: African Americans are at increased risk for type 2 diabetes. OBJECTIVES: This work aimed to examine metabolomic signature of glucose homeostasis in African Americans. METHODS: We used an untargeted liquid chromatography-mass spectrometry metabolomic approach to comprehensively profile...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068644/ https://www.ncbi.nlm.nih.gov/pubmed/37005925 http://dx.doi.org/10.1007/s11306-023-01984-1 |
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author | Okut, Hayrettin Lu, Yingchang Palmer, Nicholette D. Chen, Yii-Der Ida Taylor, Kent D. Norris, Jill M. Lorenzo, Carlos Rotter, Jerome I. Langefeld, Carl D. Wagenknecht, Lynne E. Bowden, Donald W. Ng, Maggie C. Y. |
author_facet | Okut, Hayrettin Lu, Yingchang Palmer, Nicholette D. Chen, Yii-Der Ida Taylor, Kent D. Norris, Jill M. Lorenzo, Carlos Rotter, Jerome I. Langefeld, Carl D. Wagenknecht, Lynne E. Bowden, Donald W. Ng, Maggie C. Y. |
author_sort | Okut, Hayrettin |
collection | PubMed |
description | INTRODUCTION: African Americans are at increased risk for type 2 diabetes. OBJECTIVES: This work aimed to examine metabolomic signature of glucose homeostasis in African Americans. METHODS: We used an untargeted liquid chromatography-mass spectrometry metabolomic approach to comprehensively profile 727 plasma metabolites among 571 African Americans from the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) and investigate the associations between these metabolites and both the dynamic (S(I), insulin sensitivity; AIR, acute insulin response; DI, disposition index; and S(G), glucose effectiveness) and basal (HOMA-IR and HOMA-B) measures of glucose homeostasis using univariate and regularized regression models. We also compared the results with our previous findings in the IRAS-FS Mexican Americans. RESULTS: We confirmed increased plasma metabolite levels of branched-chain amino acids and their metabolic derivatives, 2-aminoadipate, 2-hydroxybutyrate, glutamate, arginine and its metabolic derivatives, carbohydrate metabolites, and medium- and long-chain fatty acids were associated with insulin resistance, while increased plasma metabolite levels in the glycine, serine and threonine metabolic pathway were associated with insulin sensitivity. We also observed a differential ancestral effect of glutamate on glucose homeostasis with significantly stronger effects observed in African Americans than those previously observed in Mexican Americans. CONCLUSION: We extended the observations that metabolites are useful biomarkers in the identification of prediabetes in individuals at risk of type 2 diabetes in African Americans. We revealed, for the first time, differential ancestral effect of certain metabolites (i.e., glutamate) on glucose homeostasis traits. Our study highlights the need for additional comprehensive metabolomic studies in well-characterized multiethnic cohorts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11306-023-01984-1. |
format | Online Article Text |
id | pubmed-10068644 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-100686442023-04-04 Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) Okut, Hayrettin Lu, Yingchang Palmer, Nicholette D. Chen, Yii-Der Ida Taylor, Kent D. Norris, Jill M. Lorenzo, Carlos Rotter, Jerome I. Langefeld, Carl D. Wagenknecht, Lynne E. Bowden, Donald W. Ng, Maggie C. Y. Metabolomics Original Article INTRODUCTION: African Americans are at increased risk for type 2 diabetes. OBJECTIVES: This work aimed to examine metabolomic signature of glucose homeostasis in African Americans. METHODS: We used an untargeted liquid chromatography-mass spectrometry metabolomic approach to comprehensively profile 727 plasma metabolites among 571 African Americans from the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) and investigate the associations between these metabolites and both the dynamic (S(I), insulin sensitivity; AIR, acute insulin response; DI, disposition index; and S(G), glucose effectiveness) and basal (HOMA-IR and HOMA-B) measures of glucose homeostasis using univariate and regularized regression models. We also compared the results with our previous findings in the IRAS-FS Mexican Americans. RESULTS: We confirmed increased plasma metabolite levels of branched-chain amino acids and their metabolic derivatives, 2-aminoadipate, 2-hydroxybutyrate, glutamate, arginine and its metabolic derivatives, carbohydrate metabolites, and medium- and long-chain fatty acids were associated with insulin resistance, while increased plasma metabolite levels in the glycine, serine and threonine metabolic pathway were associated with insulin sensitivity. We also observed a differential ancestral effect of glutamate on glucose homeostasis with significantly stronger effects observed in African Americans than those previously observed in Mexican Americans. CONCLUSION: We extended the observations that metabolites are useful biomarkers in the identification of prediabetes in individuals at risk of type 2 diabetes in African Americans. We revealed, for the first time, differential ancestral effect of certain metabolites (i.e., glutamate) on glucose homeostasis traits. Our study highlights the need for additional comprehensive metabolomic studies in well-characterized multiethnic cohorts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11306-023-01984-1. Springer US 2023-04-02 2023 /pmc/articles/PMC10068644/ /pubmed/37005925 http://dx.doi.org/10.1007/s11306-023-01984-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Okut, Hayrettin Lu, Yingchang Palmer, Nicholette D. Chen, Yii-Der Ida Taylor, Kent D. Norris, Jill M. Lorenzo, Carlos Rotter, Jerome I. Langefeld, Carl D. Wagenknecht, Lynne E. Bowden, Donald W. Ng, Maggie C. Y. Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title | Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title_full | Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title_fullStr | Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title_full_unstemmed | Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title_short | Metabolomic profiling of glucose homeostasis in African Americans: the Insulin Resistance Atherosclerosis Family Study (IRAS-FS) |
title_sort | metabolomic profiling of glucose homeostasis in african americans: the insulin resistance atherosclerosis family study (iras-fs) |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068644/ https://www.ncbi.nlm.nih.gov/pubmed/37005925 http://dx.doi.org/10.1007/s11306-023-01984-1 |
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