Interestingly, we discovered that genes encoding key factors in glucose metabolism involved in the Warburg effect, such as HK2, HK3 and LDHA, were significantly upregulated in RCC compared to adjacent normal tissues (red panel, Figure 1A). Here, HK2 is linked to renal cell carcinoma.