In summary, HFD withdrawal resulted in early restoration of glucose tolerance, and PVAT lipid unsaturation determined by Scd1 that was temporarily dissociated from the reversal of endothelial dysfunction in the aorta possibly due to altered PVAT function featured by impaired guanylate cyclase signaling pathway. This evidence concerns the gene SCD and endothelial dysfunction.