We establish a drug-disease model for first-line metastatic breast cancer (mBC).
We model the tumour growth inhibitory effects of gemcitabine combotherapy.
We relate model-predicted change in tumour size (CTS) to overall survival.
CTS at week 8 predicts survival in mBC.
Late phase outcome may be predicted from early phase II data, facilitating timely go/no-go decision making.