These findings were consistent with the immunohistochemistry (IHC) analyses performed on these cancers that showed a downregulation of ECHS1 in RCC, HCC, and colon cancer compared to their corresponding adjacent normal tissues (Supplementary Figs. 11–13). Here, ECHS1 is linked to renal cell carcinoma.