In contrast, the poor response seen in Cluster E may be explained by its highest observed BMI levels and possible systemic inflammation from increased levels of several obesity-associated cytokines (TNF-α, IL-6, and leptin). This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.