There is also evidence that SOCS3-mediated insulin resistance is involved in the upregulation of mediators (e.g. tumor necrosis factor-α (TNF-α), Interleukin 6 (IL6)) signaling pathways. This evidence concerns the gene TNF and Insulin resistance.