In a genome-wide CRISPR knockout screen with olaparib, we identify ALC1 (Amplified in Liver Cancer 1)—a cancer-relevant poly(ADP-ribose)-regulated chromatin remodeling enzyme—as a key modulator of sensitivity to PARP inhibitor. Here, PARP1 is linked to cancer.