The relationship between adiponectin levels and obesity is complex, with some individuals with obesity showing high adiponectin levels without associated metabolic problems, suggesting a nuanced interaction between adiponectin and obesity. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.