Our study of nearly one-thousand patients with fatty liver disease, comparing 391 with cancers to 594 without, indicates that genetic variation in a gene (PDCD1) that codes for the T cell receptor PD-1 may be important. This evidence concerns the gene PDCD1 and fatty liver disease.