Matsubara et al. proved that PGRN promotes IL-6 expression preventing the insulin induced phosphorylation of IRS-1 and AKT, suppressing insulin-stimulated glucose uptake and causing TNF-α induced insulin resistance (Matsubara et al., 2012). Here, TNF is linked to Insulin resistance.