We apply our method to a large study of colorectal cancer to identify a significant pPRS × NSAIDs interaction (p=0.0003) based on SNPs within the TGF-β / gonadotropin releasing hormone receptor (GRHR) pathway. The gene discussed is GNRHR; the disease is colorectal cancer.