For instance, 3-hydroxybutyrate weakened insulin resistance by suppressing peroxisome proliferator-activated receptor γ (PPARγ) Ser273 phosphorylation in adipocytes, showing a protective effect in type 2 diabetes (T2D).48 Here, PPARG is linked to Insulin resistance.