In this study, we demonstrated that: 1) CRC patients with PNI showed significantly shorter DSS and DFS, and PNI correlated with tumor infiltration depth, distant metastasis, AJCC stage, and tumor size; 2) MAGEA6 was identified as a critical regulator of PNI in CRC. Here, MAGEA6 is linked to neoplasm.