An exploratory biomarker study did not find an association between pCR and tumor cell PD-L1 positivity or PD-L1 gene expression [79]; conversely Th1 cell, B cell, and dendritic cell gene signatures were predictive of pCR, even when controlling for response to standard chemotherapy and HR status. This evidence concerns the gene CD274 and neoplasm.