Indeed, the observed decrease in TG/HDL-C ratio in the compliant group, after 6 months on the LPAE diet, confirms the improvement in insulin sensitivity proposed by Rigalleau et al., who claimed that a low-protein diet played an effective beneficial role against insulin resistance independently of its influence on the progression of CKD [56]. Here, INS is linked to chronic kidney disease.