We have previously shown that HFD promotes PDE4D expression through the hyperinsulinemia-mediated insulin receptor-β2-adrenoceptor-GRK2-ERK pathway (Q. Wang et al., 2017). This evidence concerns the gene INSR and Hyperinsulinemia.