Gene expression profiling in Venous thromboembolism: Insights from publicly available datasets

被引:0
|
作者
Arya, Sunanda [1 ]
Khare, Rashi [1 ]
Garg, Iti [1 ]
Srivastava, Swati [1 ]
机构
[1] Def Res & Dev Org DRDO, Def Inst Physiol & Allied Sci DIPAS, Lucknow Rd, Timarpur 110054, Delhi, India
关键词
Venous thromboembolism (VTE); Deep vein thrombosis (DVT); Pulmonary embolism (PE); Gene expression; Differentially Expressed Genes (DEGs); DEEP-VEIN THROMBOSIS; RECEPTORS CXCR4; RISK; INFLAMMATION; COAGULATION; CANCER; ASSOCIATION; NEUTROPHILS; COMPLEMENT; MECHANISMS;
D O I
10.1016/j.compbiolchem.2024.108246
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Venous thromboembolism (VTE) is the third most common cardiovascular disease and is a major cause of mobility and mortality worldwide. VTE is a complex multifactorial disease and genetic mechanisms underlying its pathogenesis is yet to be completely elucidated. The aim of the present study was to identify hub genes and pathways involved in development and progression of blood clot during VTE using gene expression data from public repositories. Methodology: Differential gene expression (DEG) data from two datasets, GSE48000 and GSE19151 were analysed using GEO2R tool. Gene expression data of VTE patients were compared to that of healthy controls using various bioinformatics tools. Results: When the differentially expressed genes of the two datasets were compared, it was found that 19 genes were up-regulated while 134 genes were down-regulated. Gene ontology (GO) and pathway analysis revealed that pathways such as complement and coagulation cascade and B-cell receptor signalling along with DNA methylation, DNA alkylation and inflammatory genes were significantly up-regulated in VTE patients. On the other hand, differentially down-regulated genes included mitochondrial translation elongation, termination and biosysthesis along with heme biosynthesis, erythrocyte differentiation and homeostasis. The top 5 up-regulated hub genes obtained by protein-protein interaction (PPI) network analysis included MYC, FOS, SGK1, CR2 and CXCR4, whereas the top 5 down-regulated hub genes included MRPL13, MRPL3, MRPL11, RPS29 and RPL9. The up-regulated hub genes are functionally involved in maintain vascular integrity and complementation cascade while the down-regulated hub genes were mostly mitochondrial ribosomal proteins. Conclusion: Present study highlights significantly enriched pathways and genes associated with VTE development and prognosis. The data hereby obtained could be used for designing newer diagnostic and therapeutic tools for VTE management.
引用
收藏
页数:13
相关论文
共 50 条
  • [11] Harnessing The Information Available within Publicly Available Gene Expression Repositories for Breast Cancer
    McCumiskey, M.
    Judge, C.
    Hogan, J.
    Merrigan, Ba
    Lal, A.
    Lowery, A.
    Coffey, J. C.
    Dalton, T.
    Kiely, P.
    Tormey, S.
    IRISH JOURNAL OF MEDICAL SCIENCE, 2017, 186 : S334 - S334
  • [12] Venous Thromboembolism and Renal Impairment: Insights from the SWIss Venous ThromboEmbolism Registry (SWIVTER)
    Spirk, David
    Sebastian, Tim
    Banyai, Martin
    Beer, Jurg H.
    Mazzolai, Lucia
    Baldi, Thomas
    Aujesky, Drahomir
    Hayoz, Daniel
    Engelberger, Rolf P.
    Kaeslin, Thomas
    Korte, Wolfgang
    Escher, Robert
    Husmann, Marc
    Mollet, Annette
    Szucs, Thomas D.
    Kucher, Nils
    SEMINARS IN THROMBOSIS AND HEMOSTASIS, 2019, 45 (08): : 851 - 858
  • [13] Aquaticus: Publicly Available Datasets from a Marine Human-Robot Teaming Testbed
    Novitzky, Michael
    Robinette, Paul
    Benjamin, Michael R.
    Fitzgerald, Caileigh
    Schmidt, Henrik
    HRI '19: 2019 14TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION, 2019, : 392 - 400
  • [14] Whole-Blood Gene Expression Profiles Can Distinguish Patients with Cancer and Venous Thromboembolism from Patients with Venous Thromboembolism Only
    Lewis, Deborah A.
    Metjian, Ara
    Chi, Jen-Tsan
    Ortel, Thomas L.
    AMERICAN JOURNAL OF HEMATOLOGY, 2012, 87 : S198 - S199
  • [15] A computational method for drug repositioning using publicly available gene expression data
    KM Shabana
    KA Abdul Nazeer
    Meeta Pradhan
    Mathew Palakal
    BMC Bioinformatics, 16
  • [16] History of venous thromboembolism is associated with higher risk for recurrent venous thromboembolism: insights from the APEX trial
    Yee, M. K.
    Chi, G.
    Nafee, T.
    Korjian, S.
    Daaboul, Y.
    Harrington, R. A.
    Goldhaber, S. Z.
    Hull, R. D.
    Gold, A.
    Cohen, A. T.
    Gibson, C. M.
    EUROPEAN HEART JOURNAL, 2017, 38 : 1205 - 1205
  • [17] Identification of colorectal cancer biomarkers using publicly available gene expression data
    LaPointe, L
    Dunne, R
    GASTROENTEROLOGY, 2005, 128 (04) : A163 - A163
  • [18] A Computational Method for Drug Repositioning using Publicly Available Gene Expression Data
    Shabana, K. M.
    Nazeer, K. A. Abdul
    Pradhan, Meeta
    Palakal, Mathew J.
    2014 IEEE 4TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES (ICCABS), 2014,
  • [19] A computational method for drug repositioning using publicly available gene expression data
    Shabana, K. M.
    Nazeer, K. A. Abdul
    Pradhan, Meeta
    Palakal, Mathew
    BMC BIOINFORMATICS, 2015, 16
  • [20] Turning publicly available gene expression data into discoveries using gene set context analysis
    Ji, Zhicheng
    Vokes, Steven A.
    Dang, Chi V.
    Ji, Hongkai
    NUCLEIC ACIDS RESEARCH, 2016, 44 (01) : e8