ADIPOQ and obesity due to melanocortin 4 receptor deficiency: Additionally, lifestyle factors such as diet and physical activity, which are known to influence adiponectin levels and obesity risk, were not collected in this cohort and thus could not be adjusted for in the multivariate analysis.