Protein-protein interaction network and mechanism analysis of hepatitis C

被引:2
作者
Tang, Y. [1 ]
Tang, Q. [2 ]
Dong, C. [1 ]
Li, X. [3 ]
Zhang, Z. [4 ]
An, F. [5 ]
机构
[1] Shandong Jiyang Publ Hosp, Dept Clin Lab, Jinan, Peoples R China
[2] Shandong Jiyang Publ Hosp, Dept Gen Surg, Jinan, Peoples R China
[3] Yanwo Cent Hosp Lijin Prefecture, Dept Clin Lab, Dongying, Peoples R China
[4] Shandong Jiyang Publ Hosp, Dept Pharm, Jinan, Peoples R China
[5] Shandong Jiyang Publ Hosp, Dept Dermatol, Jinan, Peoples R China
关键词
Co-expression network; Differentially expressed genes; Hepatitis C; Pathway; TUMOR-NECROSIS-FACTOR; HUMAN-IMMUNODEFICIENCY-VIRUS; GENE-EXPRESSION; ADIPOSE-TISSUE; LIVER-BIOPSY; FACTOR-ALPHA; T-CELLS; INTERLEUKIN-6; INFECTION; DISEASE;
D O I
10.4238/2015.March.20.17
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We predicted potential genes and identified pathways associated with hepatitis C. The gene expression profiles of GSE40184 from blood samples and GSE38597 from liver biopsy samples were downloaded from the GEO database. Differentially expressed genes (DEGs) were recognized using the Limma Package. The Pearson correlation test was used to construct the co-expression network of DEGs. Gene set enrichment analysis was used to define significant functions and pathways for DEGs. A total of 165 DEGs in blood samples and 523 DEGs in liver biopsy samples were identified. Eight DEGs were common between these samples. Gene Ontology enrichment analysis showed that 165 DEGs in blood samples were significantly enriched regarding the response to protein binding, receptor binding, G-protein coupled receptor binding, cytokine receptor binding, and cytokine activity. The most significant term of the Kyoto Encyclopedia of Genes and Genomes pathway was the cytokine-cytokine receptor interaction. Protein-protein interaction network analysis indicated that three subnetworks with more nodes and edges were involved in these interactions. We used robust biomarkers that were differentially expressed in hepatitis C and determined their relevance in the biological function, signal pathways, protein-protein interaction network, and co-expression network of hepatitis C.
引用
收藏
页码:2069 / 2079
页数:11
相关论文
共 41 条
[1]   Interleukin-1 and neuronal injury [J].
Allan, SM ;
Tyrrell, PJ ;
Rothwell, NJ .
NATURE REVIEWS IMMUNOLOGY, 2005, 5 (08) :629-640
[2]  
[Anonymous], 1997, HEPATOLOGY, V26, pS2
[3]   Signal transduction by tumor necrosis factor and its relatives [J].
Baud, V ;
Karin, M .
TRENDS IN CELL BIOLOGY, 2001, 11 (09) :372-377
[4]   Intrahepatic gene expression during chronic hepatitis C virus infection in chimpanzees [J].
Bigger, CB ;
Guerra, B ;
Brasky, KM ;
Hubbard, G ;
Beard, MR ;
Luxon, BA ;
Lemon, SM ;
Lanford, RE .
JOURNAL OF VIROLOGY, 2004, 78 (24) :13779-13792
[5]   The Blood Transcriptional Signature of Chronic Hepatitis C Virus Is Consistent with an Ongoing Interferon-Mediated Antiviral Response [J].
Bolen, Christopher R. ;
Robek, Michael D. ;
Brodsky, Leonid ;
Schulz, Vincent ;
Lim, Joseph K. ;
Taylor, Milton W. ;
Kleinstein, Steven H. .
JOURNAL OF INTERFERON AND CYTOKINE RESEARCH, 2013, 33 (01) :15-23
[6]   Elevated levels of tumor necrosis factor alpha and mortality in centenarians [J].
Bruunsgaard, H ;
Andersen-Ranberg, K ;
Hjelmborg, JVB ;
Pedersen, BK ;
Jeune, B .
AMERICAN JOURNAL OF MEDICINE, 2003, 115 (04) :278-283
[7]   Tumor necrosis factor [J].
Chu, Wen-Ming .
CANCER LETTERS, 2013, 328 (02) :222-225
[8]   How TNF was recognized as a key mechanism of disease [J].
Clark, Ian A. .
CYTOKINE & GROWTH FACTOR REVIEWS, 2007, 18 (3-4) :335-343
[9]   Analysis of a successful immune response against hepatitis C virus [J].
Cooper, S ;
Erickson, AL ;
Adams, EJ ;
Kansopon, J ;
Weiner, AJ ;
Chien, DY ;
Houghton, M ;
Parham, P ;
Walker, CM .
IMMUNITY, 1999, 10 (04) :439-449
[10]   The role of liver biopsy in chronic hepatitis C [J].
Dienstag, JL .
HEPATOLOGY, 2002, 36 (05) :S152-S160