Conclusions: The associations found in this study, mainly between allelic variants of PCSK1 and metabolic traits, obesity, and metabolic syndrome, may represent a risk for developing metabolic diseases in adult subjects from northwestern Mexico. The gene discussed is PCSK1; the disease is obesity due to melanocortin 4 receptor deficiency.