For example, it is a biological candidate gene in relation to obesity and obesity related type 2 diabetes [15]; hepatic PGC-1β as a transcriptional gatekeeper of mitochondrial function, contributes to hepatocellular carcinoma progression [16]. The gene discussed is PPARGC1B; the disease is obesity due to melanocortin 4 receptor deficiency.