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Dual network analysis of transcriptome data for discovery of new therapeutic targets in non-small cell lung cancer.
- Source :
-
Oncogene [Oncogene] 2023 Dec; Vol. 42 (49), pp. 3605-3618. Date of Electronic Publication: 2023 Oct 20. - Publication Year :
- 2023
-
Abstract
- The drug therapy for non-small cell lung cancer (NSCLC) have always been issues of poisonous side effect, acquired drug resistance and narrow applicable population. In this study, we built a novel network analysis method (difference- correlation- enrichment- causality- node), which was based on the difference analysis, Spearman correlation network analysis, biological function analysis and Bayesian causality network analysis to discover new therapeutic target of NSCLC in the sequencing data of BEAS-2B and 7 NSCLC cell lines. Our results showed that, as a proteasome subunit coding gene in the central of cell cycle network, PSMD2 was associated with prognosis and was an independent prognostic factor for NSCLC patients. Knockout of PSMD2 inhibited the proliferation of NSCLC cells by inducing cell cycle arrest, and exhibited marked increase of cell cycle blocking protein p21, p27 and decrease of cell cycle driven protein CDK4, CDK6, CCND1 and CCNE1. IPA and molecular docking suggested bortezomib has stronger affinity to PSMD2 compared with reported targets PSMB1 and PSMB5. In vitro and In vivo experiments demonstrated the inhibitory effect of bortezomib in NSCLC with different driven mutations or with tyrosine kinase inhibitors resistance. Taken together, bortezomib could target PSMD2, PSMB1 and PSMB5 to inhibit the proteasome degradation of cell cycle check points, to block cell proliferation of NSCLC, which was potential optional drug for NSCLC patients.<br /> (© 2023. The Author(s).)
- Subjects :
- Humans
Bortezomib pharmacology
Bortezomib therapeutic use
Proteasome Endopeptidase Complex genetics
Proteasome Endopeptidase Complex metabolism
Transcriptome
Molecular Docking Simulation
Bayes Theorem
Cell Line, Tumor
Cell Proliferation
Transcription Factors genetics
Carcinoma, Non-Small-Cell Lung drug therapy
Carcinoma, Non-Small-Cell Lung genetics
Lung Neoplasms drug therapy
Lung Neoplasms genetics
Lung Neoplasms metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1476-5594
- Volume :
- 42
- Issue :
- 49
- Database :
- MEDLINE
- Journal :
- Oncogene
- Publication Type :
- Academic Journal
- Accession number :
- 37864031
- Full Text :
- https://doi.org/10.1038/s41388-023-02866-5