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Discovery of Driver Genes in Colorectal HT29-derived Cancer Stem-Like Tumorspheres
Published on: July 22, 2020
Bioinformatics Analysis of Key Genes and Pathways in Colorectal Cancer
Yuewen Qi1, Haowen Qi2, Zeyuan Liu3
11 Department of Gastroenterology, Affiliated Hospital of Chengde Medical College, Chengde, P.R. China.
Abstract:
Colorectal cancer (CRC) is the third most prevalent cancer in the world. Although great progress has been made, the specific molecular mechanism remains unclear. This study aimed to explore the differentially expressed genes (DEGs) and underlying mechanisms of CRC using bioinformatics analysis. In this study, we identified a total of 1353 DEGs in the database of GSE113513, including 715 up- and 638 downregulated genes. Gene ontology analysis results showed that upregulated DEGs were significantly enriched in cell division, cell proliferation, and DNA replication. The downregulated DEGs were enriched in immune response, relation of cell growth and inflammatory response. The Kyoto Encyclopedia of Genes and Genomes pathway analysis showed that upregulated DEGs were enriched in cell cycle and p53 signaling pathway, whereas the downregulated DEGs were enriched in drug metabolism, metabolism of xenobiotics by cytochrome P450, and nitrogen metabolism. A total of 124 up-key genes and 35 down-key genes were identified from the protein-protein interaction networks. Furthermore, we identified five up-modules (up-A, up-B, up-C, up-D, and up-E) and three down-modules (d-A, d-B, and d-C) by module analysis. The module up-A was enriched in sister chromatid cohesion, cell division, and mitotic nuclear division. Pathways associated with cell cycle, progesterone-mediated oocyte maturation, oocyte meiosis, and p53 signaling pathway. Whereas the d-A was mainly enriched in G-protein coupled receptor signaling pathway, cell chemotaxis, and chemokine-mediated signaling pathway. The pathways enriched in chemokine signaling pathway, cytokine-cytokine receptor interaction, and alcoholism. These key genes and pathways might be used as molecular targets and diagnostic biomarkers for the treatment of CRC.
Insights
This study identified key genes and pathways in colorectal cancer (CRC) using bioinformatics. Findings reveal distinct molecular mechanisms for up- and downregulated genes, offering potential diagnostic biomarkers and therapeutic targets for CRC.
Area of Science:
- Oncology
- Bioinformatics
- Molecular Biology
Background:
- Colorectal cancer (CRC) is a global health challenge, ranking as the third most common cancer worldwide.
- Despite advancements, the precise molecular mechanisms driving CRC progression remain incompletely understood.
- Identifying key molecular players is crucial for developing effective diagnostic and therapeutic strategies.
Purpose of the Study:
- To investigate differentially expressed genes (DEGs) in colorectal cancer (CRC) using bioinformatics analysis.
- To elucidate the underlying molecular mechanisms and pathways associated with CRC development.
- To identify potential molecular targets and diagnostic biomarkers for CRC.
Main Methods:
- Utilized bioinformatics analysis on the GSE113513 database to identify differentially expressed genes (DEGs) in CRC.
- Performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses to understand functional enrichment.
- Constructed protein-protein interaction (PPI) networks and performed module analysis to identify key genes and pathways.
Main Results:
- Identified 1353 DEGs (715 upregulated, 638 downregulated) in CRC.
- Upregulated DEGs were enriched in cell division, proliferation, DNA replication, cell cycle, and p53 signaling pathways.
- Downregulated DEGs were enriched in immune response, inflammatory response, drug metabolism, and chemokine signaling pathways.
Conclusions:
- The study identified distinct molecular signatures associated with CRC, involving cell cycle regulation and immune responses.
- Key genes and pathways identified, such as those in the cell cycle and chemokine signaling, represent potential therapeutic targets.
- These findings may contribute to the development of novel diagnostic biomarkers and targeted therapies for colorectal cancer.
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