Modelling drug responses and evolutionary dynamics using triple negative breast cancer patient-derived xenografts
A. Shea, Y. Eyal-Lubling, D. Guerrero-Romero, R. Manzano Garcia, W. Greenwood, M. O'Reilly, D. Georgopoulou, M. Callari, G. Lerda, S. Wix, A. Giovannetti, R. Masina, E. Esmaeilishirazifard, A. G. Martin, A. Nagano, L. Young, S. Kupczak, Y. Cheng, H. Bardwell, E. Provenzano, J. Kane, J. Lay, L. Grybowicz, K. McAdam, C. Caldas, , A. Bruna
Abstract
Triple negative breast cancers (TNBC) exhibit inter- and intra-tumour heterogeneity, which is reflected in diverse drug responses and interplays with tumour evolution. Here, we use TNBC patient-derived tumour xenografts (PDTX) as a platform for co-clinical trials to test their predictive value and explore the molecular features of drug response and resistance. Patients and their matched PDTX exhibited mirrored drug responses to neoadjuvant therapy in a clinical trial. In parallel, additional clinically-relevant treatments were tested in PDTXs in vivo to identify alternative effective therapies for each PDTX model. This framework establishes the foundation for anticipatory personalised therapies for those patients with resistant or relapsed tumours. The PDTXs were further explored to model PDTX- and treatment-specific behaviours. The dynamics of drug response were characterised at single-cell resolution revealing a novel mechanism of response to olaparib. Upon olaparib treatment PDTXs showed phenotypic plasticity, including transient activation of the immediate-early response and irreversible sequential phenotypic switches: from epithelial to epithelial-mesenchymal-hybrid states, and then to mesenchymal states. This molecular mechanism was exploited ex vivo by combining olaparib and salinomycin (an inhibitor of mesenchymal-transduced cells) to reveal synergistic effects. In summary, TNBC PDTXs have the potential to help design individualised treatment strategies derived from model-specific evolutionary insights.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Network Approach to Identify Biomarkers of Differential Chemotherapy Response Using Patient-Derived Xenografts of Triple-Negative Breast Cancer
V. Petrosyan, L. E. Dobrolecki, … M. T. Lewis·bioRxiv·Aug 20, 2021
- Patient-Derived Xenograft-Guided Prediction of Chemotherapy Response in Triple-Negative Breast Cancer
Jonathan Thomas Lei, Lacey Elizabeth Dobrolecki, … Michael T. Lewis·bioRxiv·Dec 9, 2024
- An annotated biobank of triple negative breast cancer patient-derived xenografts featuring treatment-naive and longitudinal samples throughout neoadjuvant chemotherapy
Amanda L. Rinkenbaugh, Yuan Qi, … Helen M. Piwnica-Worms·Cancer ResearchPeer-reviewed·Aug 13, 2025
- Modeling Heterogeneity of Triple-Negative Breast Cancer Uncovers a Novel Combinatorial Treatment Overcoming Primary Drug Resistance
F. Lamballe, F. Ahmad, … F. Maina·bioRxiv·Jun 22, 2020
- Differential peripheral immune dynamics underlie therapeutic response to chemotherapy and chemo-immunotherapy in triple-negative breast cancer
Zahra Mesrizadeh, Kavitha Mukund, Shankar Subramaniam·ImmunoHorizonsPeer-reviewed·Sep 1, 2026
- Patient-derived triple negative breast cancer organoids provide robust model systems that recapitulate tumor intrinsic characteristics
S. Bhatia, M. Kramer, … D. L. Spector·bioRxiv·Aug 9, 2021