Organoid-evaluable clinical biomarkers predict drug responses and guide new breast cancer therapies
Tam Binh V. Bui, Denise M. WolfiD, Michael C. Bruck, Kaitlin MooreiD, Jessica Lien, Sarah D.W. Choi, Shruti WarhadpandeiD, Amirabbas Parizadeh, Deborah A. R. DilloniD, Beth A. OvermoyeriD, Filipa C. LynceiD, I-SPY 2 Investigators, Isaäc J. NijmaniD, Boudewijn M.T. BurgeringiD, Isaac S. HarrisiD, Laura J. EssermaniD, Laura van ‘t VeeriD, Jennifer M. RosenbluthiD
Abstract
Poor therapeutic response in subsets of breast cancer (BC) patients poses an ongoing challenge. Here, we present a biomarker-guided characterization of 44 patient-derived BC organoids, with the aim of modeling resistant disease with greater fidelity and developing an in-vitro system grounded in clinical data for testing alternative treatment strategies. We utilized patient transcriptomic and outcome data from the I-SPY2 clinical trial to develop predictive models of response to a range of therapies, using only organoid-detectable biomarkers as input. A model predicting response to veliparib-platinum chemotherapy (VP) in triple-negative BC (TNBC) was validated in organoids, showing that in vitro drug responses matched predictions from the patient data-derived model. A drug screen in VP-resistant TNBC organoids identified combination treatments that overcame resistance to cisplatin, including pro-apoptotic therapies. This demonstrates that gene expression-based resistance models derived from patient data can be successfully modeled in organoids that can then be used for therapeutic evaluation.
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