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Clarifying the molecular mechanism associated with carfilzomib resistance in human multiple myeloma using microarray
Zhihong Zheng1, Tingbo Liu1, Jing Zheng1
1Department of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Abstract:
Carfilzomib is a Food and Drug Administration-approved selective proteasome inhibitor for patients with multiple myeloma (MM). However, recent studies indicate that MM cells still develop resistance to carfilzomib, and the molecular mechanisms associated with carfilzomib resistance have not been studied in detail. In this study, to better understand its potential resistant effect and its underlying mechanisms in MM, microarray gene expression profile associated with carfilzomib-resistant KMS-11 and its parental cell line was downloaded from Gene Expression Omnibus database. Raw fluorescent signals were normalized and differently expressed genes were identified using Significance Analysis of Microarrays method. Genetic interaction network was expanded using String, a biomolecular interaction network JAVA platform. Meanwhile, molecular function, biological process and signaling pathway enrichment analysis were performed based on Gene Ontology and Kyoto Encyclopedia of Genes and Genomes. Totally, 27 upregulated and 36 downregulated genes were identified and a genetic interaction network associated with the resistant effect was expanded basing on String, which consisted of 100 nodes and 249 edges. In addition, signaling pathway enrichment analysis indicated that cytokine-cytokine receptor interaction, autophagy, ErbB signaling pathway, microRNAs in cancer and fatty acid metabolism pathways were aberrant in carfilzomib-resistant KMS-11 cells. Thus, in this study, we demonstrated that carfilzomib potentially conferred drug resistance to KMS-11 cells by cytokine-cytokine receptor interaction, autophagy, ErbB signaling pathway, microRNAs in cancer and fatty acid metabolism pathways, which may provide some potential molecular therapeutic targets for drug combination therapy against carfilzomib resistance.
Insights
Multiple myeloma cells can develop resistance to carfilzomib, a proteasome inhibitor. This study identified key pathways like cytokine-cytokine receptor interaction and autophagy involved in carfilzomib resistance, offering potential therapeutic targets.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- Carfilzomib is a proteasome inhibitor used to treat multiple myeloma (MM).
- Drug resistance in MM cells limits carfilzomib efficacy.
- Molecular mechanisms of carfilzomib resistance require detailed investigation.
Purpose of the Study:
- To investigate the molecular mechanisms underlying carfilzomib resistance in MM.
- To identify differentially expressed genes and aberrant signaling pathways in resistant MM cells.
Main Methods:
- Downloaded and analyzed microarray gene expression data from Gene Expression Omnibus.
- Utilized Significance Analysis of Microarrays (SAM) for differential gene expression analysis.
- Constructed a genetic interaction network using String and performed pathway enrichment analysis with Gene Ontology and KEGG.
Main Results:
- Identified 27 upregulated and 36 downregulated genes in carfilzomib-resistant KMS-11 cells.
- Expanded a genetic interaction network with 100 nodes and 249 edges.
- Signaling pathway analysis revealed aberrant cytokine-cytokine receptor interaction, autophagy, ErbB signaling, microRNAs in cancer, and fatty acid metabolism.
Conclusions:
- Carfilzomib resistance in MM cells is associated with alterations in cytokine-cytokine receptor interaction, autophagy, ErbB signaling, microRNAs in cancer, and fatty acid metabolism pathways.
- These pathways represent potential molecular targets for combination therapies to overcome carfilzomib resistance.
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