Image-based AI Predictive Biomarkers for Precision Neoadjuvant Triple-negative Breast Cancer Treatment

This is a multicenter, UK-based, observational pilot study that aims to determine the accuracy of a new assay, the Pear Bio tool, in predicting pathological complete response (pCR) in patients receiving neoadjuvant chemotherapy for early TNBC. Patients will undergo an additional, mandatory biopsy of the breast tumor before commencing neoadjuvant chemotherapy. The biopsy sample will be run on the Pear Bio tool while the patient receives their standard of care neoadjuvant chemotherapy. As such, for this study, the result from the Pear Bio tool will not be used to inform the choice of neoadjuvant chemotherapy and the treating oncologist will be blinded to the assay results. The pathological outcome from surgery (pCR vs non-pCR) will be collected and used to calculate the specificity of the assay as the primary endpoint of the study. Sensitivity, positive predictive value and negative predictive value will also be measured.