Identification of candidate biomarkers and therapeutic drugs of colorectal cancer by integrated bioinformatics analysis

被引:9
作者
Zheng, Zhuoling [1 ]
Xie, Jingwen [1 ]
Xiong, Lixiong [1 ]
Gao, Min [1 ]
Qin, Li [1 ]
Dai, Chunmei [1 ]
Liang, Zhikun [1 ]
Wang, Yiting [1 ]
Xue, Jing [1 ]
Wang, Qinbo [1 ]
Wang, Wenhui [2 ,3 ]
Li, Xiaoyan [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Pharm, 26 Erheng Rd Yuan Village, Guangzhou 510655, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 6, Network Informat Ctr, 26 Erheng Rd Yuan Village, Guangzhou 510655, Peoples R China
[3] Sun Yat Sen Univ, Natl Engn Res Ctr Digital Life, 132 Waihuan Dong Rd, Guangzhou 510006, Peoples R China
基金
中国国家自然科学基金;
关键词
Colorectal cancer; Biomarker; THBS2; TIMP1; CXCL8; IN-VITRO; APOPTOSIS; PROLIFERATION; INTERLEUKIN-8; PROGRESSION; VALIDATION; MIGRATION; INHIBIT; NETWORK; MARKERS;
D O I
10.1007/s12032-020-01425-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Most colorectal cancer (CRC) patients are diagnosed with advanced stages and low prognosis. We aimed to identify potential diagnostic and prognostic biomarkers, as well as active small molecules of CRC. Microarray data (GSE9348, GSE35279, and GSE106582) were obtained from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were identified by the GEO2R platform. Common DEGs were selected for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. Cytoscape software was used to construct protein-protein interaction networks and identify hub genes. Hub genes were evaluated by Kaplan-Meier survival analysis in the GEPIA database and validated in two independent microarray data (GSE74602 and GSE83889). Common DEGs were used to select active small molecules by the connectivity map database. A total of 166 DEGs were identified as common DEGs. GO analysis demonstrated that common DEGs were significantly enriched in the apoptotic process, cell proliferation, and cell adhesion. KEGG analysis indicated that the most enriched pathways were the PI3K-Akt signaling pathway and extracellular matrix-receptor interaction.COL1A2,THBS2,TIMP1, andCXCL8significantly upregulated in colorectal tumor. High expressions ofCOL1A2,THBS2,and TIMP1were associated with poor survival, while high expressions ofCXCL8were associated with better survival. We selected 11 small molecules for CRC therapy. In conclusion, we found key dysregulated genes associated with CRC and potential small molecules to reverse them.COL1A2,THBS2,TIMP1, andCXCL8may act as diagnostic and prognostic biomarkers of CRC.
引用
收藏
页数:11
相关论文
共 45 条
[11]   RAS and BRAF in the foreground for non-small cell lung cancer and colorectal cancer: Similarities and main differences for prognosis and therapies [J].
Giopanou, Ioanna ;
Pintzas, Alexandros .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2020, 146
[12]   Role of the CXCL8-CXCR1/2 Axis in Cancer and Inflammatory Diseases [J].
Ha, Helen ;
Debnath, Bikash ;
Neamati, Nouri .
THERANOSTICS, 2017, 7 (06) :1543-1588
[13]   Novobiocin Analogues That Inhibit the MAPK Pathway [J].
Hall, Jessica A. ;
Seedarala, Sahithi ;
Zhao, Huiping ;
Garg, Gaurav ;
Ghosh, Suman ;
Blagg, Brian S. J. .
JOURNAL OF MEDICINAL CHEMISTRY, 2016, 59 (03) :925-933
[14]   Early-onset colorectal cancer: initial clues and current views [J].
Hofseth, Lorne J. ;
Hebert, James R. ;
Chanda, Anindya ;
Chen, Hexin ;
Love, Bryan L. ;
Pena, Maria M. ;
Murphy, E. Angela ;
Sajish, Mathew ;
Sheth, Amit ;
Buckhaults, Phillip J. ;
Berger, Franklin G. .
NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2020, 17 (06) :352-364
[15]   Whole genome sequencing puts forward hypotheses on metastasis evolution and therapy in colorectal cancer [J].
Ishaque, Naveed ;
Abba, Mohammed L. ;
Hauser, Christine ;
Patil, Nitin ;
Paramasivam, Nagarajan ;
Huebschmann, Daniel ;
Leupold, Jorg Hendrik ;
Balasubramanian, Gnana Prakash ;
Kleinheinz, Kortine ;
Toprak, Umut H. ;
Hutter, Barbara ;
Benner, Axel ;
Shavinskaya, Anna ;
Zhou, Chan ;
Gu, Zuguang ;
Kerssemakers, Jules ;
Marx, Alexander ;
Moniuszko, Marcin ;
Kozlowski, Miroslaw ;
Reszec, Joanna ;
Niklinski, Jacek ;
Eils, Juergen ;
Schlesner, Matthias ;
Eils, Roland ;
Brors, Benedikt ;
Allgayer, Heike .
NATURE COMMUNICATIONS, 2018, 9
[16]   Prognostic and Predictive Molecular Biomarkers for Colorectal Cancer: Updates and Challenges [J].
Koncina, Eric ;
Haan, Serge ;
Rauh, Stefan ;
Letellier, Elisabeth .
CANCERS, 2020, 12 (02)
[17]   Ellipticine induces apoptosis through p53-dependent pathway in human hepatocellular carcinoma HepG2 cells [J].
Kuo, YC ;
Kuo, PL ;
Hsu, YL ;
Cho, CY ;
Lin, CC .
LIFE SCIENCES, 2006, 78 (22) :2550-2557
[18]   Innovation - The Connectivity Map: a new tool for biomedical research [J].
Lamb, Justin .
NATURE REVIEWS CANCER, 2007, 7 (01) :54-60
[19]   TIMPs as multifacial proteins [J].
Lambert, E ;
Dassé, E ;
Haye, B ;
Petitfrère, E .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2004, 49 (03) :187-198
[20]   Interleukin-8 and its receptor CXCR2 in the tumour microenvironment promote colon cancer growth, progression and metastasis [J].
Lee, Y. S. ;
Choi, I. ;
Ning, Y. ;
Kim, N. Y. ;
Khatchadourian, V. ;
Yang, D. ;
Chung, H. K. ;
Choi, D. ;
LaBonte, M. J. ;
Ladner, R. D. ;
Venkata, K. C. Nagulapalli ;
Rosenberg, D. O. ;
Petasis, N. A. ;
Lenz, H-J ;
Hong, Y-K .
BRITISH JOURNAL OF CANCER, 2012, 106 (11) :1833-1841