Analysis of CRC risk factors revealed some noteworthy findings T stage, vascular tumor thrombus, PMS2, MSH2, KRAS, BRAF, PIK3CA, leukocyte, and neutrophils emerged as important risk factors for LNM in CRC. This evidence concerns the gene PMS2 and vascular neoplasm.