STC2 and colorectal carcinoma: We built a LASSO model with PRAME, CDKN2A, and STC2 and checked it using Kaplan-Meier analysis and ROC curves over time, while STC2 was further identified as the key mediator linking PFC exposure to CRC risk based on Mendelian randomization and experimental validation.