Yet, high levels of tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), adiponectin and angiotensin II and dysregulated metabolites are associated with obesity-induced kidney injury. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.