Currently, the diagnostic accuracy of Lymph node metastasis in CRC is currently unsatisfactory.In the present study, we assembled two cohorts of patients with or without LNM and evaluated the changed plasma proteomic. We developed a high-performance prediction model, which showed superior diagnostic accuracy for predicting LNM in patients suffering from this lethal malignancy.