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Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis
Objective: Coronary heart disease (CHD) is a complex disease caused by multifaceted interaction between genetic and environmental factors, which makes identification of the most likely disease candidate proteins and their associated risk markers a big challenge. Atherosclerosis is presented by a bro...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8569131/ https://www.ncbi.nlm.nih.gov/pubmed/34746269 http://dx.doi.org/10.3389/fcvm.2021.758035 |
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author | Meng, Heyu Ruan, Jianjun Chen, Yanqiu Yan, Zhaohan Shi, Kaiyao Li, Xiangdong Yang, Ping Meng, Fanbo |
author_facet | Meng, Heyu Ruan, Jianjun Chen, Yanqiu Yan, Zhaohan Shi, Kaiyao Li, Xiangdong Yang, Ping Meng, Fanbo |
author_sort | Meng, Heyu |
collection | PubMed |
description | Objective: Coronary heart disease (CHD) is a complex disease caused by multifaceted interaction between genetic and environmental factors, which makes identification of the most likely disease candidate proteins and their associated risk markers a big challenge. Atherosclerosis is presented by a broad spectrum of heart diseases, including stable coronary artery disease (SCAD) and acute myocardial infarction (AMI), which is the progressive stage of SCAD. As such, the correct and prompt diagnosis of atherosclerosis turns into imperative for precise and prompt disease diagnosis, treatment and prognosis. Methods: The current work aims to look for specific protein markers for differential diagnosis of coronary atherosclerosis. Thirty male patients between 45 and 55 years diagnosed with atherosclerosis were analyzed by tandem mass tag (TMT) mass spectrometry. The study excluded those who were additionally diagnosed with hypertension and type 1 and 2 diabetes. The Mufuzz analysis was applied to select target proteins for precise and prompt diagnosis of atherosclerosis, most of which were most related to high lipid metabolism. The parallel reaction monitoring (PRM) was used to verify the selected target proteins. Finally, The receiver operating characteristic curve (ROC) was calculated by a random forest experiment. Results: One thousand one hundred and forty seven proteins were identified in the TMT mass spectrometry, 907 of which were quantifiable. In the PRM study, six proteins related to lipid metabolism pathway were selected for verification and they were ALB, SHBG, APOC2, APOC3, APOC4, SAA4. Conclusion: Through the detected specific changes in these six proteins, our results provide accuracy in atherosclerosis patients' diagnosis, especially in cases with varying types of the disease. |
format | Online Article Text |
id | pubmed-8569131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85691312021-11-06 Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis Meng, Heyu Ruan, Jianjun Chen, Yanqiu Yan, Zhaohan Shi, Kaiyao Li, Xiangdong Yang, Ping Meng, Fanbo Front Cardiovasc Med Cardiovascular Medicine Objective: Coronary heart disease (CHD) is a complex disease caused by multifaceted interaction between genetic and environmental factors, which makes identification of the most likely disease candidate proteins and their associated risk markers a big challenge. Atherosclerosis is presented by a broad spectrum of heart diseases, including stable coronary artery disease (SCAD) and acute myocardial infarction (AMI), which is the progressive stage of SCAD. As such, the correct and prompt diagnosis of atherosclerosis turns into imperative for precise and prompt disease diagnosis, treatment and prognosis. Methods: The current work aims to look for specific protein markers for differential diagnosis of coronary atherosclerosis. Thirty male patients between 45 and 55 years diagnosed with atherosclerosis were analyzed by tandem mass tag (TMT) mass spectrometry. The study excluded those who were additionally diagnosed with hypertension and type 1 and 2 diabetes. The Mufuzz analysis was applied to select target proteins for precise and prompt diagnosis of atherosclerosis, most of which were most related to high lipid metabolism. The parallel reaction monitoring (PRM) was used to verify the selected target proteins. Finally, The receiver operating characteristic curve (ROC) was calculated by a random forest experiment. Results: One thousand one hundred and forty seven proteins were identified in the TMT mass spectrometry, 907 of which were quantifiable. In the PRM study, six proteins related to lipid metabolism pathway were selected for verification and they were ALB, SHBG, APOC2, APOC3, APOC4, SAA4. Conclusion: Through the detected specific changes in these six proteins, our results provide accuracy in atherosclerosis patients' diagnosis, especially in cases with varying types of the disease. Frontiers Media S.A. 2021-10-22 /pmc/articles/PMC8569131/ /pubmed/34746269 http://dx.doi.org/10.3389/fcvm.2021.758035 Text en Copyright © 2021 Meng, Ruan, Chen, Yan, Shi, Li, Yang and Meng. 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 Meng, Heyu Ruan, Jianjun Chen, Yanqiu Yan, Zhaohan Shi, Kaiyao Li, Xiangdong Yang, Ping Meng, Fanbo Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title | Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title_full | Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title_fullStr | Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title_full_unstemmed | Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title_short | Investigation of Specific Proteins Related to Different Types of Coronary Atherosclerosis |
title_sort | investigation of specific proteins related to different types of coronary atherosclerosis |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8569131/ https://www.ncbi.nlm.nih.gov/pubmed/34746269 http://dx.doi.org/10.3389/fcvm.2021.758035 |
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