PDCD1 and ductal breast carcinoma in situ: We report a similar decrease in pdcd1(PD1)+ T cells in DCIS vs IDC, however, we also saw an increase in cytotoxic T cell signature in the tumor state and subsequent decrease in PDL1 expressing macrophages in the tumor state, which are features of basal-like invasive breast cancer61,63.