However, tumour size, as an independent predictor, achieved a relatively lower AUC values of 0.724 and 0.698 in the training and validation groups, respectively, suggesting that the factor derived from conventional clinical data made a restricted contribution to the prediction of the Ki-67 expression status in ccRCC patients. Here, MKI67 is linked to nonpapillary renal cell carcinoma.