Non-invasive approaches for risk stratification and screening remain crucial for colorectal cancer (CRC). Here, the authors develop a model for CRC risk stratification by integrating plasma proteomics data with polygenic risk score and QCancer-15 risk score, which could guide recommendations for earlier screening of high-risk populations.