Identification of Key Pathways and Genes in Advanced Coronary Atherosclerosis Using Bioinformatics Analysis

被引:40
作者
Tan, Xiaowen [1 ]
Zhang, Xiting [1 ]
Pan, Lanlan [1 ]
Tian, Xiaoxuan [1 ,2 ]
Dong, Pengzhi [1 ,2 ]
机构
[1] Tianjin Univ Tradit Chinese Med, Tianjin State Key Lab Modern Chinese Med, Tianjin, Peoples R China
[2] Tianjin Int Joint Acad Biotechnol & Med, Res & Dev Ctr TCM, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
LOW-DENSITY-LIPOPROTEIN; LYMPHOCYTE RECRUITMENT; RECEPTOR OSCAR; KAPPA-B; PROTEIN; CELLS; EXPRESSION; CYTOKINES; IL-7; OSTEOPROTEGERIN;
D O I
10.1155/2017/4323496
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background. Coronary artery atherosclerosis is a chronic inflammatory disease. This study aimed to identify the key changes of gene expression between early and advanced carotid atherosclerotic plaque in human. Methods. Gene expression dataset GSE28829 was downloaded from Gene Expression Omnibus (GEO), including 16 advanced and 13 early stage atherosclerotic plaque samples from human carotid. Differentially expressed genes (DEGs) were analyzed. Results. 42,450 genes were obtained from the dataset. Top 100 up- and downregulated DEGs were listed. Functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) identification were performed. The result of functional and pathway enrichment analysis indicted that the immune system process played a critical role in the progression of carotid atherosclerotic plaque. Protein-protein interaction (PPI) networks were performed either. Top 10 hub genes were identified from PPI network and top 6 modules were inferred. These genes were mainly involved in chemokine signaling pathway, cell cycle, B cell receptor signaling pathway, focal adhesion, and regulation of actin cytoskeleton. Conclusion. The present study indicated that analysis of DEGs would make a deeper understanding of the molecular mechanisms of atherosclerosis development and they might be used as molecular targets and diagnostic biomarkers for the treatment of atherosclerosis.
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页数:12
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共 59 条
  • [1] Substrate elasticity regulates the behavior of human monocyte-derived macrophages
    Adlerz, Katrina M.
    Aranda-Espinoza, Helim
    Hayenga, Heather N.
    [J]. EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 2016, 45 (04): : 301 - 309
  • [2] Rac1 and Cholesterol Metabolism in Macrophage
    Adorni, Maria Pia
    Ronda, Nicoletta
    Bernini, Franco
    Favari, Elda
    [J]. JOURNAL OF CARDIOVASCULAR PHARMACOLOGY, 2013, 62 (05) : 418 - 424
  • [3] Impaired Rho GTPase activation abrogates cell polarization and migration in macrophages with defective lipolysis
    Aflaki, Elma
    Balenga, Nariman A. B.
    Luschnig-Schratl, Petra
    Wolinski, Heimo
    Povoden, Silvia
    Chandak, Prakash G.
    Bogner-Strauss, Juliane G.
    Eder, Sandra
    Konya, Viktoria
    Kohlwein, Sepp-Dieter
    Heinemann, Akos
    Kratky, Dagmar
    [J]. CELLULAR AND MOLECULAR LIFE SCIENCES, 2011, 68 (23) : 3933 - 3947
  • [4] Recent Advances on the Role of Cytokines in Atherosclerosis
    Ait-Oufella, Hafid
    Taleb, Soraya
    Mallat, Ziad
    Tedgui, Alain
    [J]. ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2011, 31 (05) : 969 - 979
  • [5] T cell development, ageing and interleukin-7
    Aspinall, Richard
    [J]. MECHANISMS OF AGEING AND DEVELOPMENT, 2006, 127 (06) : 572 - 578
  • [6] LFA-1 contributes an early signal for NK cell cytotoxicity
    Barber, DF
    Faure, M
    Long, EO
    [J]. JOURNAL OF IMMUNOLOGY, 2004, 173 (06) : 3653 - 3659
  • [7] Macrophages and Their Role in Atherosclerosis: Pathophysiology and Transcriptome Analysis
    Bobryshev, Yuri V.
    Ivanova, Ekaterina A.
    Chistiakov, Dimitry A.
    Nikiforov, Nikita G.
    Orekhov, Alexander N.
    [J]. BIOMED RESEARCH INTERNATIONAL, 2016, 2016
  • [8] A viral protein that selectively downregulates ICAM-1 and B7-2 and modulates T cell costimulation
    Coscoy, L
    Ganem, D
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 2001, 107 (12) : 1599 - 1606
  • [9] Involvement of valosin-containing protein, an ATPase co-purified with IκBα and 26 S proteasome, in ubiquitin-proteasome-mediated degradation of IκBα
    Dai, RM
    Chen, EY
    Longo, DL
    Gorbea, CM
    Li, CCH
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 1998, 273 (06) : 3562 - 3573
  • [10] Bone Like Arterial Calcification in Femoral Atherosclerotic Lesions: Prevalence and Role of Osteoprotegerin and Pericytes
    Davaine, J. -M.
    Quillard, T.
    Chatelais, M.
    Guilbaud, F.
    Brion, R.
    Guyomarch, B.
    Brennan, M. A.
    Heymann, D.
    Heymann, M. -F.
    Goueffic, Y.
    [J]. EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2016, 51 (02) : 259 - 267