This patent was a 35-year-old female, who had a BMI of 70.0 kg/m2 along with, T2D on insulin, hypertension, OSA, hypercholesterolaemia, and previous history of deep vein thrombosis and underwent LOAGB. This evidence concerns the gene INS and Hypercholesterolemia.