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.
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页数:11
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共 45 条
[1]   Study of the cytotoxicity of asiaticoside on rats and tumour cells [J].
Al-Saeedi, Fatma J. .
BMC CANCER, 2014, 14
[2]   RETRACTED: Silencing of COL1A2, COL6A3, and THBS2 inhibits gastric cancer cell proliferation, migration, and invasion while promoting apoptosis through the PI3k-Akt signaling pathway (Retracted article. See vol. 122, 2021) [J].
Ao, Ran ;
Guan, Lin ;
Wang, Ying ;
Wang, Jia-Ni .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2018, 119 (06) :4420-4434
[3]   Therapeutic Potential of Targeting PI3K/AKT Pathway in Treatment of Colorectal Cancer: Rational and Progress [J].
Bahrami, Afsane ;
Khazaei, Majid ;
Hasanzadeh, Malihe ;
ShahidSales, Soodabeh ;
Joudi Mashhad, Mona ;
Farazestanian, Marjaneh ;
Sadeghnia, Hamid Reza ;
Rezayi, Majid ;
Maftouh, Mina ;
Hassanian, Seyed Mahdi ;
Avan, Amir .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2018, 119 (03) :2460-2469
[4]   Genetics and Genetic Biomarkers in Sporadic Colorectal Cancer [J].
Carethers, John M. ;
Jung, Barbara H. .
GASTROENTEROLOGY, 2015, 149 (05) :1177-+
[5]   cytoHubba: identifying hub objects and sub-networks from complex interactome [J].
Chin, Chia-Hao ;
Chen, Shu-Hwa ;
Wu, Hsin-Hung ;
Ho, Chin-Wen ;
Ko, Ming-Tat ;
Lin, Chung-Yen .
BMC SYSTEMS BIOLOGY, 2014, 8
[6]   The role of interleukin-8 (CXCL8) and CXCR2 in acquired chemoresistance of human colorectal carcinoma cells HCT116 [J].
Dabkeviciene, Daiva ;
Jonusiene, Violeta ;
Zitkute, Vilmante ;
Zalyte, Egle ;
Grigaitis, Pranas ;
Kirveliene, Vida ;
Sasnauskiene, Ausra .
MEDICAL ONCOLOGY, 2015, 32 (12)
[7]   Piperlongumine induces gastric cancer cell apoptosis and G2/M cell cycle arrest both in vitro and in vivo [J].
Duan, Chaoqin ;
Zhang, Bin ;
Deng, Chao ;
Cao, Yu ;
Zhou, Fan ;
Wu, Longyun ;
Chen, Min ;
Shen, Shanshan ;
Xu, Guifang ;
Zhang, Shu ;
Duan, Guihua ;
Yan, Hongli ;
Zou, Xiaoping .
TUMOR BIOLOGY, 2016, 37 (08) :10793-10804
[8]   Functional disparities within the TIMP family in cancer: hints from molecular divergence [J].
Eckfeld, Celina ;
Haeussler, Daniel ;
Schoeps, Benjamin ;
Hermann, Chris D. ;
Krueger, Achim .
CANCER AND METASTASIS REVIEWS, 2019, 38 (03) :469-481
[9]   Histone Deacetylase Inhibitors as Anticancer Drugs [J].
Eckschlager, Tomas ;
Plch, Johana ;
Stiborova, Marie ;
Hrabeta, Jan .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (07)
[10]   Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods [J].
Ferlay, J. ;
Colombet, M. ;
Soerjomataram, I. ;
Mathers, C. ;
Parkin, D. M. ;
Pineros, M. ;
Znaor, A. ;
Bray, F. .
INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (08) :1941-1953