The comparison of changes in the expression levels of obesity-related genes between the occurrence of cancer and patients' survival revealed four obesity-related genes (LEPR, NEGR1, TMEM18, and SH2B1), which might play critical roles in preventing the progression and metastasis of kidney cancer. The gene discussed is NEGR1; the disease is Obesity.