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Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction

Myocardial infarction (MI) is one of the leading causes of death worldwide, and knowing the early warning signs of MI is lifesaving. To expand our knowledge of MI, we analyzed plasma metabolites in MI and non-MI chest pain cases to identify markers for alerting about MI occurrence based on metabolom...

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Autores principales: Aa, Nan, Lu, Ying, Yu, Mengjie, Tang, Heng, Lu, Zhenyao, Sun, Runbing, Wang, Liansheng, Li, Chunjian, Yang, Zhijian, Aa, Jiye, Kong, Xiangqing, Wang, Guangji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103546/
https://www.ncbi.nlm.nih.gov/pubmed/33969016
http://dx.doi.org/10.3389/fcvm.2021.652746
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author Aa, Nan
Lu, Ying
Yu, Mengjie
Tang, Heng
Lu, Zhenyao
Sun, Runbing
Wang, Liansheng
Li, Chunjian
Yang, Zhijian
Aa, Jiye
Kong, Xiangqing
Wang, Guangji
author_facet Aa, Nan
Lu, Ying
Yu, Mengjie
Tang, Heng
Lu, Zhenyao
Sun, Runbing
Wang, Liansheng
Li, Chunjian
Yang, Zhijian
Aa, Jiye
Kong, Xiangqing
Wang, Guangji
author_sort Aa, Nan
collection PubMed
description Myocardial infarction (MI) is one of the leading causes of death worldwide, and knowing the early warning signs of MI is lifesaving. To expand our knowledge of MI, we analyzed plasma metabolites in MI and non-MI chest pain cases to identify markers for alerting about MI occurrence based on metabolomics. A total of 230 volunteers were recruited, consisting of 146 chest pain patients admitted with suspected MI (85 MIs and 61 non-MI chest pain cases) and 84 control individuals. Non-MI cardiac chest pain cases include unstable angina (UA), myocarditis, valvular heart diseases, etc. The blood samples of all suspected MI cases were collected not longer than 6 h since the onset of chest pain. Gas chromatography–mass spectrometry and liquid chromatography–mass spectrometry were applied to identify and quantify the plasma metabolites. Multivariate statistical analysis was utilized to analyze the data, and principal component analysis showed MI could be clearly distinguished from non-MI chest pain cases (including UA and other cases) in the scores plot of metabolomic data, better than that based on the data constructed with medical history and clinical biochemical parameters. Pathway analysis highlighted an upregulated methionine metabolism and downregulated arginine biosynthesis in MI cases. Receiver operating characteristic curve (ROC) and adjusted odds ratio (OR) were calculated to evaluate potential markers for the diagnosis and prediction ability of MI (MI vs. non-MI cases). Finally, gene expression profiles from the Gene Expression Omnibus (GEO) database were briefly discussed to study differential metabolites' connection with plasma transcriptomics. Deoxyuridine (dU), homoserine, and methionine scored highly in ROC analysis (AUC > 0.91), sensitivity (>80%), and specificity (>94%), and they were correlated to LDH and AST (p < 0.05). OR values suggested, after adjusting for gender, age, lipid levels, smoking, type II diabetes, and hypertension history, that high levels of dU of positive logOR = 3.01, methionine of logOR = 3.48, and homoserine of logOR = 1.61 and low levels of isopentenyl diphosphate (IDP) of negative logOR = −5.15, uracil of logOR = −2.38, and arginine of logOR = −0.82 were independent risk factors of MI. Our study highlighted that metabolites belonging to pyrimidine, methionine, and arginine metabolism are deeply influenced in MI plasma samples. dU, homoserine, and methionine are potential markers to recognize MI cases from other cardiac chest pain cases after the onset of chest pains. Individuals with high plasma abundance of dU, homoserine, or methionine have increased risk of MI, too.
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spelling pubmed-81035462021-05-08 Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction Aa, Nan Lu, Ying Yu, Mengjie Tang, Heng Lu, Zhenyao Sun, Runbing Wang, Liansheng Li, Chunjian Yang, Zhijian Aa, Jiye Kong, Xiangqing Wang, Guangji Front Cardiovasc Med Cardiovascular Medicine Myocardial infarction (MI) is one of the leading causes of death worldwide, and knowing the early warning signs of MI is lifesaving. To expand our knowledge of MI, we analyzed plasma metabolites in MI and non-MI chest pain cases to identify markers for alerting about MI occurrence based on metabolomics. A total of 230 volunteers were recruited, consisting of 146 chest pain patients admitted with suspected MI (85 MIs and 61 non-MI chest pain cases) and 84 control individuals. Non-MI cardiac chest pain cases include unstable angina (UA), myocarditis, valvular heart diseases, etc. The blood samples of all suspected MI cases were collected not longer than 6 h since the onset of chest pain. Gas chromatography–mass spectrometry and liquid chromatography–mass spectrometry were applied to identify and quantify the plasma metabolites. Multivariate statistical analysis was utilized to analyze the data, and principal component analysis showed MI could be clearly distinguished from non-MI chest pain cases (including UA and other cases) in the scores plot of metabolomic data, better than that based on the data constructed with medical history and clinical biochemical parameters. Pathway analysis highlighted an upregulated methionine metabolism and downregulated arginine biosynthesis in MI cases. Receiver operating characteristic curve (ROC) and adjusted odds ratio (OR) were calculated to evaluate potential markers for the diagnosis and prediction ability of MI (MI vs. non-MI cases). Finally, gene expression profiles from the Gene Expression Omnibus (GEO) database were briefly discussed to study differential metabolites' connection with plasma transcriptomics. Deoxyuridine (dU), homoserine, and methionine scored highly in ROC analysis (AUC > 0.91), sensitivity (>80%), and specificity (>94%), and they were correlated to LDH and AST (p < 0.05). OR values suggested, after adjusting for gender, age, lipid levels, smoking, type II diabetes, and hypertension history, that high levels of dU of positive logOR = 3.01, methionine of logOR = 3.48, and homoserine of logOR = 1.61 and low levels of isopentenyl diphosphate (IDP) of negative logOR = −5.15, uracil of logOR = −2.38, and arginine of logOR = −0.82 were independent risk factors of MI. Our study highlighted that metabolites belonging to pyrimidine, methionine, and arginine metabolism are deeply influenced in MI plasma samples. dU, homoserine, and methionine are potential markers to recognize MI cases from other cardiac chest pain cases after the onset of chest pains. Individuals with high plasma abundance of dU, homoserine, or methionine have increased risk of MI, too. Frontiers Media S.A. 2021-04-23 /pmc/articles/PMC8103546/ /pubmed/33969016 http://dx.doi.org/10.3389/fcvm.2021.652746 Text en Copyright © 2021 Aa, Lu, Yu, Tang, Lu, Sun, Wang, Li, Yang, Aa, Kong and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cardiovascular Medicine
Aa, Nan
Lu, Ying
Yu, Mengjie
Tang, Heng
Lu, Zhenyao
Sun, Runbing
Wang, Liansheng
Li, Chunjian
Yang, Zhijian
Aa, Jiye
Kong, Xiangqing
Wang, Guangji
Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title_full Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title_fullStr Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title_full_unstemmed Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title_short Plasma Metabolites Alert Patients With Chest Pain to Occurrence of Myocardial Infarction
title_sort plasma metabolites alert patients with chest pain to occurrence of myocardial infarction
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103546/
https://www.ncbi.nlm.nih.gov/pubmed/33969016
http://dx.doi.org/10.3389/fcvm.2021.652746
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