However, B2M-mutant tumours in our study not only had elevated HEV densities, but also higher levels of PD-L1 expression, suggesting secretion of IFN-gamma as a result of a prolonged immune interaction, which in turn favoured the acquisition of B2M mutation, leading to loss of antigen presentation via MHC class I and immune escape. Here, IFNG is linked to neoplasm.