1. Mapping in silico genetic networks of the KMT2D tumour suppressor gene to uncover novel functional associations and cancer cell vulnerabilities.
- Author
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Takemon Y, Pleasance ED, Gagliardi A, Hughes CS, Csizmok V, Wee K, Trinh DL, Huff RD, Mungall AJ, Moore RA, Chuah E, Mungall KL, Lewis E, Nelson J, Lim HJ, Renouf DJ, Jones SJ, Laskin J, and Marra MA
- Subjects
- Humans, DNA-Binding Proteins genetics, Neoplasm Proteins genetics, Genes, Tumor Suppressor, Computer Simulation, Mutation, Cell Line, Tumor, Gene Regulatory Networks, Neoplasms genetics
- Abstract
Background: Loss-of-function (LOF) alterations in tumour suppressor genes cannot be directly targeted. Approaches characterising gene function and vulnerabilities conferred by such mutations are required., Methods: Here, we computationally map genetic networks of KMT2D, a tumour suppressor gene frequently mutated in several cancer types. Using KMT2D loss-of-function (KMT2D
LOF ) mutations as a model, we illustrate the utility of in silico genetic networks in uncovering novel functional associations and vulnerabilities in cancer cells with LOF alterations affecting tumour suppressor genes., Results: We revealed genetic interactors with functions in histone modification, metabolism, and immune response and synthetic lethal (SL) candidates, including some encoding existing therapeutic targets. Notably, we predicted WRN as a novel SL interactor and, using recently available WRN inhibitor (HRO761 and VVD-133214) treatment response data, we observed that KMT2D mutational status significantly distinguishes treatment-sensitive MSI cell lines from treatment-insensitive MSI cell lines., Conclusions: Our study thus illustrates how tumour suppressor gene LOF alterations can be exploited to reveal potentially targetable cancer cell vulnerabilities., Competing Interests: Declarations. Ethics approval and consent to participate: This study was approved by the UBC BC Cancer Research Ethics Board (H19-03010 and H20-02317). The work involving POG program patients (registered under clinical trial number NCT02155621) was approved by the University of British Columbia–BC Cancer Research Ethics Board (H12-00137, H14-00681, H20-02317) and conducted in accordance with the principles of the Helsinki Declaration. All patients in this study gave informed written consent to participate and were enrolled into POG as described previously, between July 7th, 2012 and January 13th, 2023 [14, 15, 48]. Consent for publication: Research related to patients enrolled in the POG program conformed with the principles of the Helsinki Declaration. Competing interests: The authors declare no competing interests., (© 2024. The Author(s).)- Published
- 2024
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