While the top ranked genes (Table 1 and Table 2) included some P/PIs previously found to be associated with CD and/or UC, such as MMP2, MMP15 and MST1, a series of P/PI genes were identified, which have not been previously related to Crohn's disease or ulcerative colitis. This evidence concerns the gene MMP15 and ulcerative colitis.