Our mechanism dissection found recruited macrophages might function through modulation of AKT signaling to enhance RCC EMT and stem-like cell population, which is in agreement with an early study showing that macrophages could promote CSCs in breast cancer [29]. This evidence concerns the gene AKT1 and renal cell carcinoma.