For example, in vitro studies show that both radiotherapy and chemotherapy can up-regulate PD-L1 expression on tumour cells, potentially converting ICI-unresponsive tumours to being responsive, but this phenomenon is poorly documented clinically. This evidence concerns the gene CD274 and neoplasm.