Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry

Background: Acute coronary syndrome (ACS) is the main cause of death and morbidity worldwide. The present study aims to investigate the altered metabolites in plasma from patients with ACS and sought to identify metabolic biomarkers for ACS.Methods: The plasma metabolomics profiles of 284 ACS patien...

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Main Authors: Wei Zhong, Qiaoting Deng, Xunwei Deng, Zhixiong Zhong, Jingyuan Hou
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2021.616081/full
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author Wei Zhong
Wei Zhong
Wei Zhong
Qiaoting Deng
Qiaoting Deng
Qiaoting Deng
Xunwei Deng
Xunwei Deng
Xunwei Deng
Zhixiong Zhong
Zhixiong Zhong
Zhixiong Zhong
Jingyuan Hou
Jingyuan Hou
Jingyuan Hou
spellingShingle Wei Zhong
Wei Zhong
Wei Zhong
Qiaoting Deng
Qiaoting Deng
Qiaoting Deng
Xunwei Deng
Xunwei Deng
Xunwei Deng
Zhixiong Zhong
Zhixiong Zhong
Zhixiong Zhong
Jingyuan Hou
Jingyuan Hou
Jingyuan Hou
Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
Frontiers in Cardiovascular Medicine
acute coronary syndromes
metabolomics
diagnosis
biomarkers
liquid-chromatography coupled with tandem mass spectrometry
author_facet Wei Zhong
Wei Zhong
Wei Zhong
Qiaoting Deng
Qiaoting Deng
Qiaoting Deng
Xunwei Deng
Xunwei Deng
Xunwei Deng
Zhixiong Zhong
Zhixiong Zhong
Zhixiong Zhong
Jingyuan Hou
Jingyuan Hou
Jingyuan Hou
author_sort Wei Zhong
title Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
title_short Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
title_full Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
title_fullStr Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
title_full_unstemmed Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass Spectrometry
title_sort plasma metabolomics of acute coronary syndrome patients based on untargeted liquid chromatography–mass spectrometry
publisher Frontiers Media S.A.
series Frontiers in Cardiovascular Medicine
issn 2297-055X
publishDate 2021-05-01
description Background: Acute coronary syndrome (ACS) is the main cause of death and morbidity worldwide. The present study aims to investigate the altered metabolites in plasma from patients with ACS and sought to identify metabolic biomarkers for ACS.Methods: The plasma metabolomics profiles of 284 ACS patients and 130 controls were carried out based on an untargeted liquid chromatography coupled with tandem mass spectrometry (LC-MS) approach. Multivariate statistical methods, pathway enrichment analysis, and univariate receiver operating characteristic (ROC) curve analysis were performed.Results: A total of 328 and 194 features were determined in positive and negative electrospray ionization mode in the LC-MS analysis, respectively. Twenty-eight metabolites were found to be differentially expressed, in ACS patients relative to controls (p < 0.05). Pathway analysis revealed that these metabolites are mainly involved in synthesis and degradation of ketone bodies, phenylalanine metabolism, and arginine and proline metabolism. Furthermore, a diagnostic model was constructed based on the metabolites identified and the areas under the curve (AUC) for 5-oxo-D-proline, creatinine, phosphatidylethanolamine lyso 16:0, and LPC (20:4) range from 0.764 to 0.844. The higher AUC value of 0.905 was obtained for the combined detection of phosphatidylethanolamine lyso 16:0 and LPC (20:4).Conclusions: Differential metabolic profiles may be useful for the effective diagnosis of ACS and may provide additional insight into the molecular mechanisms underlying ACS.
topic acute coronary syndromes
metabolomics
diagnosis
biomarkers
liquid-chromatography coupled with tandem mass spectrometry
url https://www.frontiersin.org/articles/10.3389/fcvm.2021.616081/full
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spelling doaj-6215fb2f349e49df90a99e6461e6412b2021-05-20T05:18:19ZengFrontiers Media S.A.Frontiers in Cardiovascular Medicine2297-055X2021-05-01810.3389/fcvm.2021.616081616081Plasma Metabolomics of Acute Coronary Syndrome Patients Based on Untargeted Liquid Chromatography–Mass SpectrometryWei Zhong0Wei Zhong1Wei Zhong2Qiaoting Deng3Qiaoting Deng4Qiaoting Deng5Xunwei Deng6Xunwei Deng7Xunwei Deng8Zhixiong Zhong9Zhixiong Zhong10Zhixiong Zhong11Jingyuan Hou12Jingyuan Hou13Jingyuan Hou14Center for Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou, ChinaGuangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou, ChinaGuangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou, ChinaGuangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou, ChinaGuangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou, ChinaResearch Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou, ChinaGuangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou, ChinaGuangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou, ChinaResearch Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou, ChinaCenter for Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou, ChinaGuangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou, ChinaGuangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou, ChinaGuangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou, ChinaGuangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou, ChinaResearch Experimental Center, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou, ChinaBackground: Acute coronary syndrome (ACS) is the main cause of death and morbidity worldwide. The present study aims to investigate the altered metabolites in plasma from patients with ACS and sought to identify metabolic biomarkers for ACS.Methods: The plasma metabolomics profiles of 284 ACS patients and 130 controls were carried out based on an untargeted liquid chromatography coupled with tandem mass spectrometry (LC-MS) approach. Multivariate statistical methods, pathway enrichment analysis, and univariate receiver operating characteristic (ROC) curve analysis were performed.Results: A total of 328 and 194 features were determined in positive and negative electrospray ionization mode in the LC-MS analysis, respectively. Twenty-eight metabolites were found to be differentially expressed, in ACS patients relative to controls (p < 0.05). Pathway analysis revealed that these metabolites are mainly involved in synthesis and degradation of ketone bodies, phenylalanine metabolism, and arginine and proline metabolism. Furthermore, a diagnostic model was constructed based on the metabolites identified and the areas under the curve (AUC) for 5-oxo-D-proline, creatinine, phosphatidylethanolamine lyso 16:0, and LPC (20:4) range from 0.764 to 0.844. The higher AUC value of 0.905 was obtained for the combined detection of phosphatidylethanolamine lyso 16:0 and LPC (20:4).Conclusions: Differential metabolic profiles may be useful for the effective diagnosis of ACS and may provide additional insight into the molecular mechanisms underlying ACS.https://www.frontiersin.org/articles/10.3389/fcvm.2021.616081/fullacute coronary syndromesmetabolomicsdiagnosisbiomarkersliquid-chromatography coupled with tandem mass spectrometry