1. Coordinated protein modules define DNA damage responses to carboplatin at single cell resolution in human ovarian carcinoma models.
- Author
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Bedia JS, Huang YW, Gonzalez AD, Gonzalez VD, Funingana IG, Rahil Z, Mike A, Lowber A, Vias M, Ashworth A, Brenton JD, and Fantl WJ
- Abstract
Tubo-ovarian high-grade serous carcinoma (HGSC) is the most lethal gynecological malignancy and frequently responds to platinum-based chemotherapy because of common genetic and somatic impairment of DNA damage repair (DDR) pathways. The mechanisms of clinical platinum resistance are diverse and poorly molecularly defined. Consequently, there are no biomarkers or medicines that improve patient outcomes. Herein we use single cell mass cytometry (CyTOF) to systematically evaluate the phosphorylation and abundance of proteins known to participate in the DNA damage response (DDR). Single cell analyses of highly characterized HGSC cell lines that phenocopy human patients show that cells with comparable levels of intranuclear platinum, a proxy for carboplatin uptake, undergo different cell fates. Unsupervised analyses revealed a continuum of DDR responses. Decompositional methods were used to identify eight distinct protein modules of carboplatin resistance and sensitivity at single cell resolution. CyTOF profiling of primary and secondary platinum-resistance patient models shows that a complex DDR sensitivity module is strongly associated with response, suggesting it as a potential tool to clinically characterize complex drug resistance phenotypes., Competing Interests: Declaration of interests A.A. is a co-founder of Tango Therapeutics, Azkarra Therapeutics, Ovibio Corporation and Kytarro, a member of the board of Cytomx and Cambridge Science Corporation, a member of the scientific advisory board of Genentech, GLAdiator, Circle, Bluestar, Earli, Ambagon, Phoenix Molecular Designs and Trial Library, a consultant for SPARC, ProLynx, and GSK, receives grant or research support from SPARC and AstraZeneca, and holds patents on the use of PARP inhibitors held jointly with AstraZeneca from which he has benefited financially (and may do so in the future). J.D.B is a cofounder and shareholder of Tailor, has had consulting and advisory roles in Astra Zeneca and Clovis Oncology and has received honoraria from GSK and Astra Zeneca. W.J.F is currently employed by Novartis and holds stock. W.J.F is an unpaid independent board member for SurgeCare. She received an honorarium from GSK in 2022. All remaining authors have no conflicts of interest to declare.
- Published
- 2024
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