Our study revealed that a high level of HLA class I was associated with increased immune cell infiltration of not only CD8+ T cells but also immune-suppressive FOXP3+ Tregs and PD-L1+ immune cells in both DCIS and IBC. Here, FOXP3 is linked to inflammatory breast carcinoma.