Although few reports suggest that confounding factors accounted for the positive effect of obesity in prognosis31, a recent large molecular study revealed the transcriptional landscape of PRAT and tumour in obesity-associated RCCa19, further eliciting a biological plausibility for PRAT in RCCa. This evidence concerns the gene PPAT and obesity due to melanocortin 4 receptor deficiency.