NOD2 and ulcerative colitis: In a recent study, supervised machine learning was used to classify IBD patients by subtype using whole exome sequecing (WES) data; NOD2 was found to be the top gene for discriminating CD and ulcerative colitis, regardless of gene panel used (15).