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Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS-
Aim: An identification of the high-risk group of atherosclerotic cardiovascular disease (CVD) is important in the management of patients with diabetes. Metabolomics is a potential tool for the discovery of new biomarkers. With this background, we aimed to identify metabolites associated with atheros...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Japan Atherosclerosis Society
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585911/ https://www.ncbi.nlm.nih.gov/pubmed/31983701 http://dx.doi.org/10.5551/jat.52506 |
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author | Omori, Kazuo Katakami, Naoto Arakawa, Shoya Yamamoto, Yuichi Ninomiya, Hiroyo Takahara, Mitsuyoshi Matsuoka, Taka-aki Tsugawa, Hiroshi Furuno, Masahiro Bamba, Takeshi Fukusaki, Eiichiro Shimomura, Iichiro |
author_facet | Omori, Kazuo Katakami, Naoto Arakawa, Shoya Yamamoto, Yuichi Ninomiya, Hiroyo Takahara, Mitsuyoshi Matsuoka, Taka-aki Tsugawa, Hiroshi Furuno, Masahiro Bamba, Takeshi Fukusaki, Eiichiro Shimomura, Iichiro |
author_sort | Omori, Kazuo |
collection | PubMed |
description | Aim: An identification of the high-risk group of atherosclerotic cardiovascular disease (CVD) is important in the management of patients with diabetes. Metabolomics is a potential tool for the discovery of new biomarkers. With this background, we aimed to identify metabolites associated with atherosclerosis in patients with type 2 diabetes mellitus (T2DM). Methods: A total of 176 patients with T2DM who have never had a CVD event and 40 who were survivors of coronary artery disease (CAD) events were enrolled. Non-targeted metabolome analysis of fasting plasma samples was performed using gas chromatography coupled with mass spectrometry (GC/MS) highly optimized for multiple measurement of blood samples. First, metabolites were screened by analyzing the association with the established markers of subclinical atherosclerosis (i.e., carotid maximal intima-media thickness (max-IMT) and flow-mediated vasodilation (FMD)) in the non-CVD subjects. Then, the associations between the metabolites detected and the history of CAD were investigated. Result: A total of 65 annotated metabolites were detected. Non-parametric univariate analysis identified inositol and indoxyl sulfate as significantly (p < 0.05) associated with both max-IMT and FMD. These metabolites were also significantly associated with CAD. Moreover, inositol remained to be associated with CAD even after adjustments for traditional coronary risk factors. Conclusions: We identified novel biomarker candidates for atherosclerosis in Japanese patients with T2DM using GC/MS-based non-targeted metabolomics. |
format | Online Article Text |
id | pubmed-7585911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Japan Atherosclerosis Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-75859112020-11-03 Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- Omori, Kazuo Katakami, Naoto Arakawa, Shoya Yamamoto, Yuichi Ninomiya, Hiroyo Takahara, Mitsuyoshi Matsuoka, Taka-aki Tsugawa, Hiroshi Furuno, Masahiro Bamba, Takeshi Fukusaki, Eiichiro Shimomura, Iichiro J Atheroscler Thromb Original Article Aim: An identification of the high-risk group of atherosclerotic cardiovascular disease (CVD) is important in the management of patients with diabetes. Metabolomics is a potential tool for the discovery of new biomarkers. With this background, we aimed to identify metabolites associated with atherosclerosis in patients with type 2 diabetes mellitus (T2DM). Methods: A total of 176 patients with T2DM who have never had a CVD event and 40 who were survivors of coronary artery disease (CAD) events were enrolled. Non-targeted metabolome analysis of fasting plasma samples was performed using gas chromatography coupled with mass spectrometry (GC/MS) highly optimized for multiple measurement of blood samples. First, metabolites were screened by analyzing the association with the established markers of subclinical atherosclerosis (i.e., carotid maximal intima-media thickness (max-IMT) and flow-mediated vasodilation (FMD)) in the non-CVD subjects. Then, the associations between the metabolites detected and the history of CAD were investigated. Result: A total of 65 annotated metabolites were detected. Non-parametric univariate analysis identified inositol and indoxyl sulfate as significantly (p < 0.05) associated with both max-IMT and FMD. These metabolites were also significantly associated with CAD. Moreover, inositol remained to be associated with CAD even after adjustments for traditional coronary risk factors. Conclusions: We identified novel biomarker candidates for atherosclerosis in Japanese patients with T2DM using GC/MS-based non-targeted metabolomics. Japan Atherosclerosis Society 2020-10-01 /pmc/articles/PMC7585911/ /pubmed/31983701 http://dx.doi.org/10.5551/jat.52506 Text en 2020 Japan Atherosclerosis Society This article is distributed under the terms of the latest version of CC BY-NC-SA defined by the Creative Commons Attribution License.http://creativecommons.org/licenses/by-nc-sa/3.0/ |
spellingShingle | Original Article Omori, Kazuo Katakami, Naoto Arakawa, Shoya Yamamoto, Yuichi Ninomiya, Hiroyo Takahara, Mitsuyoshi Matsuoka, Taka-aki Tsugawa, Hiroshi Furuno, Masahiro Bamba, Takeshi Fukusaki, Eiichiro Shimomura, Iichiro Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title | Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title_full | Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title_fullStr | Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title_full_unstemmed | Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title_short | Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS- |
title_sort | identification of plasma inositol and indoxyl sulfate as novel biomarker candidates for atherosclerosis in patients with type 2 diabetes. -findings from metabolome analysis using gc/ms- |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585911/ https://www.ncbi.nlm.nih.gov/pubmed/31983701 http://dx.doi.org/10.5551/jat.52506 |
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