Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus
Obesity is associated with an increased risk of insulin resistance (IR) and type 2 diabetes mellitus (T2DM) which is a multi-factorial disease associated with a dysregulated metabolism and can be prevented in pre-diabetic individuals with impaired glucose tolerance. A metabolomic approach emphasizin...
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doaj-cbe1407cbb234045b0a3168859a2c7fb2020-12-14T06:22:13ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2020-12-01710.3389/fmolb.2020.609806609806Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes MellitusXinyun Gu0Mohammed Al Dubayee1Awad Alshahrani2Afshan Masood3Hicham Benabdelkamel4Mahmoud Zahra5Liang Li6Anas M. Abdel Rahman7Anas M. Abdel Rahman8Anas M. Abdel Rahman9Ahmad Aljada10Department of Chemistry, University of Alberta, Edmonton, AB, CanadaDepartment of Medicine, College of Medicine, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi ArabiaDepartment of Medicine, College of Medicine, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi ArabiaObesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi ArabiaObesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi ArabiaDepartment of Biochemistry and Molecular Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi ArabiaDepartment of Chemistry, University of Alberta, Edmonton, AB, CanadaDepartment of Biochemistry and Molecular Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi ArabiaDepartment of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi ArabiaDepartment of Chemistry, Memorial University of Newfoundland, St. John’s, NL, CanadaDepartment of Biochemistry and Molecular Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi ArabiaObesity is associated with an increased risk of insulin resistance (IR) and type 2 diabetes mellitus (T2DM) which is a multi-factorial disease associated with a dysregulated metabolism and can be prevented in pre-diabetic individuals with impaired glucose tolerance. A metabolomic approach emphasizing metabolic pathways is critical to our understanding of this heterogeneous disease. This study aimed to characterize the serum metabolomic fingerprint and multi-metabolite signatures associated with IR and T2DM. Here, we have used untargeted high-performance chemical isotope labeling (CIL) liquid chromatography-mass spectrometry (LC-MS) to identify candidate biomarkers of IR and T2DM in sera from 30 adults of normal weight, 26 obese adults, and 16 adults newly diagnosed with T2DM. Among the 3633 peak pairs detected, 62% were either identified or matched. A group of 78 metabolites were up-regulated and 111 metabolites were down-regulated comparing obese to lean group while 459 metabolites were up-regulated and 166 metabolites were down-regulated comparing T2DM to obese groups. Several metabolites were identified as IR potential biomarkers, including amino acids (Asn, Gln, and His), methionine (Met) sulfoxide, 2-methyl-3-hydroxy-5-formylpyridine-4-carboxylate, serotonin, L-2-amino-3-oxobutanoic acid, and 4,6-dihydroxyquinoline. T2DM was associated with dysregulation of 42 metabolites, including amino acids, amino acids metabolites, and dipeptides. In conclusion, these pilot data have identified IR and T2DM metabolomics panels as potential novel biomarkers of IR and identified metabolites associated with T2DM, with possible diagnostic and therapeutic applications. Further studies to confirm these associations in prospective cohorts are warranted.https://www.frontiersin.org/articles/10.3389/fmolb.2020.609806/fulltype 2 diabetes mellitusinsulin resistanceobesityuntargeted metabolomics profilingclinical metabolic panelchemical isotope labeling liquid chromatography |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xinyun Gu Mohammed Al Dubayee Awad Alshahrani Afshan Masood Hicham Benabdelkamel Mahmoud Zahra Liang Li Anas M. Abdel Rahman Anas M. Abdel Rahman Anas M. Abdel Rahman Ahmad Aljada |
spellingShingle |
Xinyun Gu Mohammed Al Dubayee Awad Alshahrani Afshan Masood Hicham Benabdelkamel Mahmoud Zahra Liang Li Anas M. Abdel Rahman Anas M. Abdel Rahman Anas M. Abdel Rahman Ahmad Aljada Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus Frontiers in Molecular Biosciences type 2 diabetes mellitus insulin resistance obesity untargeted metabolomics profiling clinical metabolic panel chemical isotope labeling liquid chromatography |
author_facet |
Xinyun Gu Mohammed Al Dubayee Awad Alshahrani Afshan Masood Hicham Benabdelkamel Mahmoud Zahra Liang Li Anas M. Abdel Rahman Anas M. Abdel Rahman Anas M. Abdel Rahman Ahmad Aljada |
author_sort |
Xinyun Gu |
title |
Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus |
title_short |
Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus |
title_full |
Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus |
title_fullStr |
Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus |
title_full_unstemmed |
Distinctive Metabolomics Patterns Associated With Insulin Resistance and Type 2 Diabetes Mellitus |
title_sort |
distinctive metabolomics patterns associated with insulin resistance and type 2 diabetes mellitus |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Molecular Biosciences |
issn |
2296-889X |
publishDate |
2020-12-01 |
description |
Obesity is associated with an increased risk of insulin resistance (IR) and type 2 diabetes mellitus (T2DM) which is a multi-factorial disease associated with a dysregulated metabolism and can be prevented in pre-diabetic individuals with impaired glucose tolerance. A metabolomic approach emphasizing metabolic pathways is critical to our understanding of this heterogeneous disease. This study aimed to characterize the serum metabolomic fingerprint and multi-metabolite signatures associated with IR and T2DM. Here, we have used untargeted high-performance chemical isotope labeling (CIL) liquid chromatography-mass spectrometry (LC-MS) to identify candidate biomarkers of IR and T2DM in sera from 30 adults of normal weight, 26 obese adults, and 16 adults newly diagnosed with T2DM. Among the 3633 peak pairs detected, 62% were either identified or matched. A group of 78 metabolites were up-regulated and 111 metabolites were down-regulated comparing obese to lean group while 459 metabolites were up-regulated and 166 metabolites were down-regulated comparing T2DM to obese groups. Several metabolites were identified as IR potential biomarkers, including amino acids (Asn, Gln, and His), methionine (Met) sulfoxide, 2-methyl-3-hydroxy-5-formylpyridine-4-carboxylate, serotonin, L-2-amino-3-oxobutanoic acid, and 4,6-dihydroxyquinoline. T2DM was associated with dysregulation of 42 metabolites, including amino acids, amino acids metabolites, and dipeptides. In conclusion, these pilot data have identified IR and T2DM metabolomics panels as potential novel biomarkers of IR and identified metabolites associated with T2DM, with possible diagnostic and therapeutic applications. Further studies to confirm these associations in prospective cohorts are warranted. |
topic |
type 2 diabetes mellitus insulin resistance obesity untargeted metabolomics profiling clinical metabolic panel chemical isotope labeling liquid chromatography |
url |
https://www.frontiersin.org/articles/10.3389/fmolb.2020.609806/full |
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