Using the profile, we have identified ITGA7 as a mediator of the stem-like property of chemoresistance, and define ITGA7 as a predictive marker for chemoresponse in breast cancer, thereby highlighting integrins for future study in order to consider novel chemo-sensitisation strategies. The gene discussed is ITGA7; the disease is breast cancer.