Hence, some obesity-related genes (LEPR, NEGR1, TMEM18, and SH2B1) may play critical roles in preventing progression and metastasis of kidney cancer. This evidence concerns the gene NEGR1 and obesity due to melanocortin 4 receptor deficiency.