AKT1 and nonpapillary renal cell carcinoma: We utilized a specific AKT inhibitor (A3149) in this work and discovered that A3149 can inhibit the stimulation of M2 macrophages on the proliferation, migration, and invasion of ccRCC cells (Fig. 5A–C).