Notably, analysis of the UCLAN database demonstrated a correlation between MT1G expression in ccRCC tissue and the obesity level of ccRCC patients (Supplementary Fig. 5b). Here, MT1G is linked to obesity due to melanocortin 4 receptor deficiency.