Elevated LDL-C is known to contribute to tumor progression through various mechanisms, including the activation of reactive oxygen species (ROS) and the MAPK signaling pathway, both of which play pivotal roles in colon cancer cell proliferation and metastasis [17]. This evidence concerns the gene COG2 and malignant colon neoplasm.