NEW & NOTEWORTHY Our study clarified the relationship between SMEK1 and obesity for the first time and validated the conclusion in multiple ways by combining available data from public databases, human samples, and animal models. The gene discussed is PPP4R3A; the disease is obesity due to melanocortin 4 receptor deficiency.