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pmid:32127012
CDK1 and CDC20 overexpression in patients with colorectal cancer are associated with poor prognosis: evidence from integrated bioinformatics analysis.
Jianxin Li · Yinchun Wang · Xin Wang · Qingqiang Yang
World journal of surgical oncology · 2020 doi:10.1186/s12957-020-01817-8
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Experiment
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Complete file
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However, the specific mechanisms involved in CRC are still unclear.\nMETHODS: To identify the significant genes and pathways involved in the initiation and progression of CRC, the microarray dataset GSE126092 was downloaded from Gene Expression Omnibus (GEO) database, and then, the data was analyzed to identify differentially expressed genes (DEGs). Subsequently, the Gene Ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed on these DEGs using the DAVID database, and the protein-protein interaction (PPI) network was constructed using the STRING database and analyzed using the Cytoscape software. Finally, hub genes were screened, and the survival analysis was performed on these hub genes using the Kaplan-Meier curves in the cBioPortal database.\nRESULTS: In total, 937 DEGs were obtained, including 316 upregulated genes and 621 downregulated genes. GO analysis revealed that the DEGs were mostly enriched in terms of nuclear division, organelle fission, cell division, and cell cycle process. KEGG pathway analysis showed that the DEGs were mostly enriched in cell cycle, oocyte meiosis, cytokine-cytokine receptor interaction, and cGMP-PKG signaling pathway. The PPI network comprised 608 nodes and 3100 edges, and 4 significant modules and 10 hub genes with the highest degree were identified using the Cytoscape software. Finally, survival analysis showed that overexpression of CDK1 and CDC20 in patients with CRC were statistically associated with worse overall survival.\nCONCLUSIONS: This bioinformatics analysis revealed that CDK1 and CDC20 might be candidate targets for diagnosis and treatment of CRC, which provided valuable clues for CRC.", "claims": [{"id": "claim-method", "statement": "In order to identify the potential prognostic role of these hub genes, the survival analysis of hub genes was performed using the Kaplan-Meier curves in the cBioPortal database (http://www.cbioportal.org) [16], and log rank test P value < 0.05 being the threshold of statistical significance.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32127012", "locator": "sections[7] \"Survival analysis and validation of gene expression\" paragraph 2", "quote": "In order to identify the potential prognostic role of these hub genes, the survival analysis of hub genes was performed using the Kaplan-Meier curves in the cBioPortal database (http://www.cbioportal.org) [16], and log rank test P value < 0.05 being the threshold of statistical significance."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus (GEO) repository (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE126092).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32127012", "locator": "sections[20] \"notes\" paragraph 1", "quote": "The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus (GEO) repository (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE126092)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:32127012"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. 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Required in nonmitotic cells for transport of secretory proteins from the Golgi complex to the cell surface"], ["8", "CCNA2", "Cyclin A2", "Cyclin which controls both the G1/S and the G2/M transition phases of the cell cycle"], ["9", "CENPE", "Centromere-associated protein E", "Microtubule plus-end-directed kinetochore motor which plays an important role in chromosome congression, microtubule-kinetochore conjugation, and spindle assembly checkpoint activation"], ["10", "MKI67", "Marker of proliferation Ki-67", "Required to maintain individual mitotic chromosomes dispersed in the cytoplasm following nuclear envelope disassembly"]], "row_count": 11, "column_count": 4, "numeric_cells": 19, "header_rows": 1, "locator": "section[11]/table-wrap[1]#Tab2"}}, {"id": "asset:table:pmid:32127012:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:e5cd0d99b18ed07a7291db4f7a2b2ec5b4bf8906ba7d53bdeb08a1c109eaa038", "bytes": 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