ADPGK and nonpapillary renal cell carcinoma: To this end, we employed three machine learning algorithms: least absolute shrinkage and selection operator (LASSO), Boruta, and random forest (RF) to screen out the most robust targets, and ultimately discovered ADPGK, a glycometabolic target that has never been mentioned before in ccRCC.