Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China

Abstract 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...

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Main Authors: Meng Liu, Shubin Jiang, Yu Ma, Jun Ma, Waseem Hassan, Jing Shang
Format: Article
Language:English
Published: BMC 2018-07-01
Series:Lipids in Health and Disease
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12944-018-0798-1
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spelling doaj-b7e916388f5147c6aa9e8d2ad9b9a3d92020-11-25T00:12:29ZengBMCLipids in Health and Disease1476-511X2018-07-0117111010.1186/s12944-018-0798-1Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in ChinaMeng Liu0Shubin Jiang1Yu Ma2Jun Ma3Waseem Hassan4Jing Shang5Cancer Prevention and Research Institute, The affiliated Tumor Hospital of Xinjiang Medical UniversityDepartment of Coronary Care Unit, Traditional Chinese Medicine Hospital Affiliated to Xinjiang Medical UniversityDepartment of Clinical Laboratory, The Fourth People’ Hospital of UrumqiDepartment of Coronary Care Unit, Traditional Chinese Medicine Hospital Affiliated to Xinjiang Medical UniversityDepartment of Pharmacy, COMSATS University IslamabadState Key Laboratory of Natural Medicines, China Pharmaceutical UniversityAbstract 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.http://link.springer.com/article/10.1186/s12944-018-0798-1Coronary artery diseaseCoronary stenosisMicroarray analysisGenetic variationToll-like receptor signaling pathway
collection DOAJ
language English
format Article
sources DOAJ
author Meng Liu
Shubin Jiang
Yu Ma
Jun Ma
Waseem Hassan
Jing Shang
spellingShingle Meng Liu
Shubin Jiang
Yu Ma
Jun Ma
Waseem Hassan
Jing Shang
Peripheral-blood gene expression profiling studies for coronary artery disease and its severity in Xinjiang population in China
Lipids in Health and Disease
Coronary artery disease
Coronary stenosis
Microarray analysis
Genetic variation
Toll-like receptor signaling pathway
author_facet Meng Liu
Shubin Jiang
Yu Ma
Jun Ma
Waseem Hassan
Jing Shang
author_sort Meng Liu
title 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_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_sort peripheral-blood gene expression profiling studies for coronary artery disease and its severity in xinjiang population in china
publisher BMC
series Lipids in Health and Disease
issn 1476-511X
publishDate 2018-07-01
description Abstract 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.
topic Coronary artery disease
Coronary stenosis
Microarray analysis
Genetic variation
Toll-like receptor signaling pathway
url http://link.springer.com/article/10.1186/s12944-018-0798-1
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