Molecular analysis to identify novel potential biomarkers as drug targets in colorectal cancer therapy: an integrated bioinformatics analysis

被引:3
作者
Gatasheh, Mansour K. [1 ]
Natarajan, Sathan Raj [2 ]
Krishnamoorthy, Rajapandiyan [3 ]
Alsulami, Tawfiq S. [3 ]
Rajagopal, Ponnulakshmi [4 ]
Palanisamy, Chella Perumal [5 ]
Veeraraghavan, Vishnu Priya [2 ]
Jayaraman, Selvaraj [2 ,6 ]
机构
[1] King Saud Univ, Coll Sci, Dept Biochem, Riyadh, Saudi Arabia
[2] Saveetha Univ, Saveetha Inst Med & Tech Sci, Saveetha Dent Coll & Hosp, Ctr Mol Med & Diagnost COMManD,Dept Biochem, Chennai, India
[3] King Saud Univ, Coll Food & Agr Sci, Dept Food Sci & Nutr, Riyadh, Saudi Arabia
[4] Meenakshi Acad Higher Educ & Res, Meenakshi Ammal Dent Coll & Hosp, Dept Cent Res Lab, Chennai, India
[5] Xi An Jiao Tong Univ, Xian Cent Hosp, Mini invas Neurosurg & Translat Med Ctr, Xian, Peoples R China
[6] Saveetha Inst Med & Tech Sci, Saveetha Dent Coll & Hosp, Ctr Mol Med & Diagnost COMManD, Dept Biochem, Chennai 600077, Tamil Nadu, India
关键词
Colorectal cancer; bioinformatics analysis; therapeutic targets; differential gene expression; hub genes; GENE-EXPRESSION; ENRICHMENT; PROGNOSIS; BURDEN;
D O I
10.1080/23723556.2024.2326699
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Colorectal cancer (CRC) is a heterogeneous disease that requires new diagnostic and prognostic markers. Integrated bioinformatics approach to identify novel therapeutic targets associated with CRC. Using GEO2R identified DEGs in CRC, and Funrich software facilitated the visualization of DEGs through Venn diagrams. From a total of 114 enhanced DEGs, potential hub genes were further filtered based on their nodal strength and edges using STRING database. To gain insights into the functional roles of these hub genes, gene ontology and pathway enrichment were conducted thorough g: profiler web server. Subsequently, overall survival plots from GEPIA and oncogenic predictive functions like mRNA expressions for stages and nodal metastasis were employed to identify hub genes in CRC patient samples. Additionally, the cBioPortal and HPA databases also revealed genetic alterations and expression levels in these hub genes in CRC patients, further supporting their involvement in colorectal cancer. Gene expression by RT-PCR shows upregulation of hub genes in HT-29 cells. Finally, our integrated bioinformatic analysis revealed that ABCE1, AURKA, HSPD1, PHKA1, CDK4, and YWHAE as hub genes with potential oncogenic roles in CRC. These genes hold promise as diagnostic and prognostic markers for colorectal tumorigenesis, providing insights into targeted therapies for improved patient outcomes.
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页数:14
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共 43 条
[1]   Next-generation DNA sequencing techniques [J].
Ansorge, Wilhelm J. .
NEW BIOTECHNOLOGY, 2009, 25 (04) :195-203
[2]   Proteomics: new perspectives, new biomedical opportunities [J].
Banks, RE ;
Dunn, MJ ;
Hochstrasser, DF ;
Sanchez, JC ;
Blackstock, W ;
Pappin, DJ ;
Selby, PJ .
LANCET, 2000, 356 (9243) :1749-1756
[3]  
Bastian M., 2009, P 3 INT AAAI C WEBL, V3, P361, DOI 10.1609/icwsm.v3i1.13937
[4]   UALCAN: A Portal for Facilitating Tumor Subgroup Gene Expression and Survival Analyses [J].
Chandrashekar, Darshan S. ;
Bashel, Bhuwan ;
Balasubramanya, Sai Akshaya Hodigere ;
Creighton, Chad J. ;
Ponce-Rodriguez, Israel ;
Chakravarthi, Balabhadrapatruni V. S. K. ;
Varambally, Sooryanarayana .
NEOPLASIA, 2017, 19 (08) :649-658
[5]  
Clough E, 2016, METHODS MOL BIOL, V1418, P93, DOI 10.1007/978-1-4939-3578-9_5
[6]   Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer [J].
Coppede, Fabio ;
Lopomo, Angela ;
Spisni, Roberto ;
Migliore, Lucia .
WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (04) :943-956
[7]   Specific Extracellular Matrix Remodeling Signature of Colon Hepatic Metastases [J].
Del Rio, Maguy ;
Mollevi, Caroline ;
Vezzio-Vie, Nadia ;
Bibeau, Frederic ;
Ychou, Marc ;
Martineau, Pierre .
PLOS ONE, 2013, 8 (09)
[8]   Wanderer, an interactive viewer to explore DNA methylation and gene expression data in human cancer [J].
Diez-Villanueva, Anna ;
Mallona, Izaskun ;
Peinado, Miguel A. .
EPIGENETICS & CHROMATIN, 2015, 8
[9]   The Reactome Pathway Knowledgebase [J].
Fabregat, Antonio ;
Jupe, Steven ;
Matthews, Lisa ;
Sidiropoulos, Konstantinos ;
Gillespie, Marc ;
Garapati, Phani ;
Haw, Robin ;
Jassal, Bijay ;
Korninger, Florian ;
May, Bruce ;
Milacic, Marija ;
Roca, Corina Duenas ;
Rothfels, Karen ;
Sevilla, Cristoffer ;
Shamovsky, Veronica ;
Shorser, Solomon ;
Varusai, Thawfeek ;
Viteri, Guilherme ;
Weiser, Joel ;
Wu, Guanming ;
Stein, Lincoln ;
Hermjakob, Henning ;
D'Eustachio, Peter .
NUCLEIC ACIDS RESEARCH, 2018, 46 (D1) :D649-D655
[10]   Worldwide burden of colorectal cancer: a review [J].
Favoriti, Pasqualino ;
Carbone, Gabriele ;
Greco, Marco ;
Pirozzi, Felice ;
Pirozzi, Raffaele Emmanuele Maria ;
Corcione, Francesco .
UPDATES IN SURGERY, 2016, 68 (01) :7-11