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pmid:39331864

Identification of potential core genes in lung cancer and therapeutic traditional Chinese medicine compounds using bioinformatics analysis.

Yue Zhang · Yaguang Wang · Xuepu Zhang · Jiansheng Liu

Medicine · 2024 doi:10.1097/MD.0000000000039862

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:39331864
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2026-11-01T20:29:31Z
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2026-11-01T21:33:59Z
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title
Identification of potential core genes in lung cancer and therapeutic traditional Chinese medicine compounds using bioinformatics analysis.
doi
10.1097/MD.0000000000039862
pmid
39331864
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[0]
Yue Zhang
[1]
Yaguang Wang
[2]
Xuepu Zhang
[3]
Jiansheng Liu
journal
Medicine
year
2024
abstract
Lung cancer (LC) remains the leading cause of cancer-related death. We identified potential therapeutic targets and traditional Chinese medicine (TCM) compounds for LC treatment. GSE43346 and GSE18842 were derived from the Gene Expression Omnibus (GEO) database and used to identify differentially expressed genes (DEGs). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed using The Database for Annotation, Visualization and Integrated Discovery (DAVID). Protein-protein interactions were analyzed using STRING and Cytoscape software. Hub gene expression was validated using Gene Expression Profiling Interactive Analysis and the Human Protein Atlas. Kaplan-Meier survival analysis was conducted to evaluate the prognostic value of hub genes in patients with LC. Therapeutic TCM compounds were screened using the Comparative Toxicogenomics Database, and DEGs were largely enriched in biological processes, including cell division and mitotic nuclear division, such as the cell cycle and p53 signaling pathways. Elevated expression of hub genes was observed in LC samples. Overexpression of CDC20, CCNB2, and TOP2A is an unfavorable prognostic factor for postprogressive survival in patients with LC. Paclitaxel, quercetin, and rotenone have been identified as active substances in TCM. CDC20, CCNB2, and TOP2A are novel hub genes associated with LC. Paclitaxel, quercetin, and rotenone can be used as therapeutic agents in TCM.
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The GEO2R online analysis tool was used to detect DEGs in the LC and normal samples, and the adjusted P-value and |logFC| were calculated.
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sections[4] "2.2. Data processing of DEGs" paragraph 2
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The GEO2R online analysis tool was used to detect DEGs in the LC and normal samples, and the adjusted P-value and |logFC| were calculated.
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sections[22] "fn-group" paragraph 1
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The datasets generated during and/or analyzed during the current study are publicly available.
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Finally, 162 DEGs were found to be significantly and differentially expressed between the 2 groups, of which 90 were significantly upregulated and 72 were downregulated.
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sections[11] "3.1. Identification of DEGs" paragraph 2
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Finally, 162 DEGs were found to be significantly and differentially expressed between the 2 groups, of which 90 were significantly upregulated and 72 were downregulated.
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Finally, 162 DEGs were found to be significantly and differentially expressed between the 2 groups, of which 90 were significantly upregulated and 72 were downregulated.
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Gene expression analysis of human lung cancer and control samples
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Gene repression with H3K27me3 modification in human small cell lung cancer
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GSE43346 and GSE18842 were derived from the Gene Expression Omnibus (GEO) database and used to identify differentially expressed genes (DEGs). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed using The Database for Annotation, Visualization and Integrated Discovery (DAVID). Protein-protein interactions were analyzed using STRING and Cytoscape software. Hub gene expression was validated using Gene Expression Profiling Interactive Analysis and the Human Protein Atlas. Kaplan-Meier survival analysis was conducted to evaluate the prognostic value of hub genes in patients with LC. Therapeutic TCM compounds were screened using the Comparative Toxicogenomics Database, and DEGs were largely enriched in biological processes, including cell division and mitotic nuclear division, such as the cell cycle and p53 signaling pathways. Elevated expression of hub genes was observed in LC samples. Overexpression of CDC20, CCNB2, and TOP2A is an unfavorable prognostic factor for postprogressive survival in patients with LC. Paclitaxel, quercetin, and rotenone have been identified as active substances in TCM. CDC20, CCNB2, and TOP2A are novel hub genes associated with LC. Paclitaxel, quercetin, and rotenone can be used as therapeutic agents in TCM.", "claims": [{"id": "claim-method", "statement": "The GEO2R online analysis tool was used to detect DEGs in the LC and normal samples, and the adjusted P-value and |logFC| were calculated.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39331864", "locator": "sections[4] \"2.2. 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