In order to identify regulators of PD-L1 in tumor cells, Burr and colleagues transduced a PD-L1-expressing pancreatic cancer cell line with a CRISPR library targeting all protein-coding human genes, followed by expansion and selective analysis of rare cells with low PD-L1 expression. Here, CD274 is linked to familial pancreatic carcinoma.