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Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease
BACKGROUND: Atherosclerotic plaque is considered the hallmark of atherosclerotic lesions in coronary atherosclerosis (CAS), the primary pathogenesis in coronary artery disease (CAD), which develops and progresses through a complex interplay between immune cells, vascular cells, and endothelial shear...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008268/ https://www.ncbi.nlm.nih.gov/pubmed/36538237 http://dx.doi.org/10.1007/s40291-022-00622-1 |
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author | Abdallah, Hoda Y. Fareed, Ahmed Abdelmaogood, Asmaa K. K. Allam, Sahar Abdelgawad, Mai Deen, Loaa A. Tag El |
author_facet | Abdallah, Hoda Y. Fareed, Ahmed Abdelmaogood, Asmaa K. K. Allam, Sahar Abdelgawad, Mai Deen, Loaa A. Tag El |
author_sort | Abdallah, Hoda Y. |
collection | PubMed |
description | BACKGROUND: Atherosclerotic plaque is considered the hallmark of atherosclerotic lesions in coronary atherosclerosis (CAS), the primary pathogenesis in coronary artery disease (CAD), which develops and progresses through a complex interplay between immune cells, vascular cells, and endothelial shear stresses. Early diagnosis of CAS is critical for avoiding plaque rupture and sudden death. Therefore, identifying new CAD biomarkers linked to vessel wall functions, such as RNA molecules with their distinct signature, is a promising development for these patients. With this rationale, the present study investigated the expression level of the vascular-related RNA transcripts (lncRNA ANRIL, miRNA-126-5p, CDK4, CDK6, TGF-β, E-cadherin, and TNF-α) implicated in the cellular vascular function, proliferation, and inflammatory processes. METHODS: A case-control study design with a total of 180 subjects classified participants into two groups; CAD and control groups. The relative expression levels of the seven transcripts under study—selected using online bioinformatics tools and current literature—were assessed in the plasma of all study participants using RT-qPCR. Their predictive significance testing, scoring of disease prioritization, enrichment analysis, and the miRNA‐mRNA regulatory network was investigated. RESULTS: The relative expression levels of all seven of the circulating vascular-related transcripts under study were statistically significant between CAD patients and controls. Receiver operating characteristic (ROC) analysis results indicated the statistical significance of all the transcripts under study with CDK4 showing the highest area under the curve (AUC) equivalent to 0.91, followed by E-cadherin (0.90), miRNA-126-5p (0.83), ANRIL (0.82), TNF-α (0.63), TGF-β (0.62), and CDK6 (0.59), in descending order. A strong association was detected between most of the transcripts studied in CAD patients with a significant Spearman’s correlation coefficient with a two-tailed significance of p < 0.001. Network analysis revealed a strong relationship between the five circulating vasculature transcripts studied and their target miRNAs and miR-126-5p, but not for ANRIL. CONCLUSION: The seven circulating vascular-related RNA transcripts under study could serve as potential CAD biomarkers, reflecting the cellular vascular function, proliferation, and inflammatory processes in CAD patients. Therefore, blood transcriptome analysis opens new frontiers for the non-invasive diagnosis of CAD. |
format | Online Article Text |
id | pubmed-10008268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-100082682023-03-13 Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease Abdallah, Hoda Y. Fareed, Ahmed Abdelmaogood, Asmaa K. K. Allam, Sahar Abdelgawad, Mai Deen, Loaa A. Tag El Mol Diagn Ther Original Research Article BACKGROUND: Atherosclerotic plaque is considered the hallmark of atherosclerotic lesions in coronary atherosclerosis (CAS), the primary pathogenesis in coronary artery disease (CAD), which develops and progresses through a complex interplay between immune cells, vascular cells, and endothelial shear stresses. Early diagnosis of CAS is critical for avoiding plaque rupture and sudden death. Therefore, identifying new CAD biomarkers linked to vessel wall functions, such as RNA molecules with their distinct signature, is a promising development for these patients. With this rationale, the present study investigated the expression level of the vascular-related RNA transcripts (lncRNA ANRIL, miRNA-126-5p, CDK4, CDK6, TGF-β, E-cadherin, and TNF-α) implicated in the cellular vascular function, proliferation, and inflammatory processes. METHODS: A case-control study design with a total of 180 subjects classified participants into two groups; CAD and control groups. The relative expression levels of the seven transcripts under study—selected using online bioinformatics tools and current literature—were assessed in the plasma of all study participants using RT-qPCR. Their predictive significance testing, scoring of disease prioritization, enrichment analysis, and the miRNA‐mRNA regulatory network was investigated. RESULTS: The relative expression levels of all seven of the circulating vascular-related transcripts under study were statistically significant between CAD patients and controls. Receiver operating characteristic (ROC) analysis results indicated the statistical significance of all the transcripts under study with CDK4 showing the highest area under the curve (AUC) equivalent to 0.91, followed by E-cadherin (0.90), miRNA-126-5p (0.83), ANRIL (0.82), TNF-α (0.63), TGF-β (0.62), and CDK6 (0.59), in descending order. A strong association was detected between most of the transcripts studied in CAD patients with a significant Spearman’s correlation coefficient with a two-tailed significance of p < 0.001. Network analysis revealed a strong relationship between the five circulating vasculature transcripts studied and their target miRNAs and miR-126-5p, but not for ANRIL. CONCLUSION: The seven circulating vascular-related RNA transcripts under study could serve as potential CAD biomarkers, reflecting the cellular vascular function, proliferation, and inflammatory processes in CAD patients. Therefore, blood transcriptome analysis opens new frontiers for the non-invasive diagnosis of CAD. Springer International Publishing 2022-12-20 2023 /pmc/articles/PMC10008268/ /pubmed/36538237 http://dx.doi.org/10.1007/s40291-022-00622-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Article Abdallah, Hoda Y. Fareed, Ahmed Abdelmaogood, Asmaa K. K. Allam, Sahar Abdelgawad, Mai Deen, Loaa A. Tag El Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title | Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title_full | Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title_fullStr | Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title_full_unstemmed | Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title_short | Introducing Circulating Vasculature-Related Transcripts as Biomarkers in Coronary Artery Disease |
title_sort | introducing circulating vasculature-related transcripts as biomarkers in coronary artery disease |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008268/ https://www.ncbi.nlm.nih.gov/pubmed/36538237 http://dx.doi.org/10.1007/s40291-022-00622-1 |
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