The BCAA-related signature also displayed a significant linear relationship to insulin resistance [19], correlated with HbA1c levels in weight-matched type 2 diabetic vs. non-diabetic women [20], and predicted improvements in insulin sensitivity during weight loss [21]. Here, INS is linked to Insulin resistance.