Network analysis associates fatty acid metabolism and basal insulin secretion with hyperglycemic-obesity, while expression of Pdyn and hypoxia response is associated with normoglycemic-obesity. The gene discussed is PDYN; the disease is obesity due to melanocortin 4 receptor deficiency.