The aims of this study were therefore to develop and validate an MRI-based radiomics nomogram that combines a radiomics signature with clinical factors for the preoperative prediction of Ki-67 index in patients with NPC. The gene discussed is MKI67; the disease is nasopharyngeal carcinoma.