Frontiers in Oncology · 2023 · 13 citations · 53 references
MedicineMolecular BiologyOncologyChemotherapyMolecular Cell BiologyMolecular OncologyCancer GenomicsCancer TranscriptomicsChemotherapy ResistanceDrug Resistance NetworksTherapeutic ResistanceAnticancer Drug ResistanceBreast Cancer Resistance MechanismsCo-regulated Gene ModulesDifferential Co-expression AnalysisGene Co-expression Network AnalysisMicroarray AnalysisMolecular Drug ResistanceRna-protein Binding
Introduction: The molecular mechanism of chemotherapy resistance in breast cancer is not well understood. The identification of genes associated with chemoresistance is critical for a better understanding of the molecular processes driving resistance. Methods: This study used a co-expression network analysis of Adriamycin (or doxorubicin)-resistant MCF-7 (MCF-7/ADR) and its parent MCF-7 cell lines to explore the mechanisms of drug resistance in breast cancer. Genes associated with doxorubicin resistance were extracted from two microarray datasets (GSE24460 and GSE76540) obtained from the Gene Expression Omnibus (GEO) database using the GEO2R web tool. The candidate differentially expressed genes (DEGs) with the highest degree and/or betweenness in the co-expression network were selected for further analysis. The expression of major DEGs was validated experimentally using qRT-PCR. Results: We identified twelve DEGs in MCF-7/ADR compared with its parent MCF-7 cell line, including 10 upregulated and 2 downregulated DEGs. Functional enrichment suggests a key role for RNA binding by IGF2BPs and epithelial-to-mesenchymal transition pathways in drug resistance in breast cancer. Discussion: genes play an important role in doxorubicin resistance and could be targeted for developing novel therapies by chemical synthesis approaches.
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Mutation of the mouse klotho gene leads to a syndrome resembling ageing.
PubMed · 1997 · 66.6K citations
Molecular portraits of human breast tumours
Charles M. Perou, Thérese Sørlie, Michael B. Eisen et al. · Nature · 2000 · 16.3K citations
Rebecca L. Siegel, Kimberly D. Miller, Ahmedin Jemal · CA A Cancer Journal for Clinicians · 2016 · 16.2K citations · Full text