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Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China
BACKGROUND: Alterations in gene expression in peripheral blood cells play a curtail role in the presence and extent of coronary artery disease (CAD), but its severity reflected by gene expression alterations in peripheral blood cells is still unknown in Xinjiang population in China. METHODS: Global...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052538/ https://www.ncbi.nlm.nih.gov/pubmed/30021655 http://dx.doi.org/10.1186/s12944-018-0798-1 |
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author | Liu, Meng Jiang, Shubin Ma, Yu Ma, Jun Hassan, Waseem Shang, Jing |
author_facet | Liu, Meng Jiang, Shubin Ma, Yu Ma, Jun Hassan, Waseem Shang, Jing |
author_sort | Liu, Meng |
collection | PubMed |
description | BACKGROUND: Alterations in gene expression in peripheral blood cells play a curtail role in the presence and extent of coronary artery disease (CAD), but its severity reflected by gene expression alterations in peripheral blood cells is still unknown in Xinjiang population in China. METHODS: Global gene expression profiling in peripheral blood was used to explore differentially expressed genes in coronary artery stenosis patients. RNA was extracted from peripheral blood of 9 controls without coronary stenosis and 21 cases with angiographically CAD. The extent of CAD severity was categorized angiographically as no CAD, mild CAD (20 to 50% luminal diameter stenosis [LDS]), moderate CAD (50 to 75% LDS) and severe CAD (≥75% LDS). Differentially expressed genes related with CAD severity from peripheral blood cells were screened by linear mixed effects analysis using the lme4 package in R. Then the differentially expressed genes that gradually up-regulated or down-regulated were enriched by Gene Ontology (GO) functional annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. RESULTS: The most significantly enrichments were toll-like receptor signaling pathway, immune responses, translational processes, cellular growth, inflammation and metabolic processes. Combined with NCBI-GeneRIF and PubMed analysis, we focused on the 12 genes associated with toll-like receptor signaling pathway in the extent of coronary artery stenosis patients. Receiver operating characteristic (ROC) analysis of 12 genes associated with toll-receptor signaling pathway in the 236 CAD patients from GEO database demonstrated that 12 genes expression could predict severe CAD with an area under the curve of 0.67, sensitivity of 77.65% and specificity of 51.52%. CONCLUSION: These results suggest that 12 genes associated with toll-like receptor signaling pathway in peripheral-blood cells reflect the presence and extent of CAD severity in Xinjiang population in China. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12944-018-0798-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6052538 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60525382018-07-20 Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China Liu, Meng Jiang, Shubin Ma, Yu Ma, Jun Hassan, Waseem Shang, Jing Lipids Health Dis Research BACKGROUND: Alterations in gene expression in peripheral blood cells play a curtail role in the presence and extent of coronary artery disease (CAD), but its severity reflected by gene expression alterations in peripheral blood cells is still unknown in Xinjiang population in China. METHODS: Global gene expression profiling in peripheral blood was used to explore differentially expressed genes in coronary artery stenosis patients. RNA was extracted from peripheral blood of 9 controls without coronary stenosis and 21 cases with angiographically CAD. The extent of CAD severity was categorized angiographically as no CAD, mild CAD (20 to 50% luminal diameter stenosis [LDS]), moderate CAD (50 to 75% LDS) and severe CAD (≥75% LDS). Differentially expressed genes related with CAD severity from peripheral blood cells were screened by linear mixed effects analysis using the lme4 package in R. Then the differentially expressed genes that gradually up-regulated or down-regulated were enriched by Gene Ontology (GO) functional annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. RESULTS: The most significantly enrichments were toll-like receptor signaling pathway, immune responses, translational processes, cellular growth, inflammation and metabolic processes. Combined with NCBI-GeneRIF and PubMed analysis, we focused on the 12 genes associated with toll-like receptor signaling pathway in the extent of coronary artery stenosis patients. Receiver operating characteristic (ROC) analysis of 12 genes associated with toll-receptor signaling pathway in the 236 CAD patients from GEO database demonstrated that 12 genes expression could predict severe CAD with an area under the curve of 0.67, sensitivity of 77.65% and specificity of 51.52%. CONCLUSION: These results suggest that 12 genes associated with toll-like receptor signaling pathway in peripheral-blood cells reflect the presence and extent of CAD severity in Xinjiang population in China. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12944-018-0798-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-18 /pmc/articles/PMC6052538/ /pubmed/30021655 http://dx.doi.org/10.1186/s12944-018-0798-1 Text en © The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Liu, Meng Jiang, Shubin Ma, Yu Ma, Jun Hassan, Waseem Shang, Jing Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title | Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title_full | Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title_fullStr | Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title_full_unstemmed | Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title_short | Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China |
title_sort | peripheral-blood gene expression profiling studies for coronary artery disease and its severity in xinjiang population in china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052538/ https://www.ncbi.nlm.nih.gov/pubmed/30021655 http://dx.doi.org/10.1186/s12944-018-0798-1 |
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