Here the authors report that tumor intrinsic expression of the autophagy gene ATG16L1 is associated with resistance to anti-tumor immunity in preclinical CRC models and that elevated ATG16L1 expression predicts poor immunotherapy response in Kras-mutant CRC patients. Here, ATG16L1 is linked to colorectal carcinoma.