INS and Insulin resistance: Additionally, while after controlling for BMI, commonly accepted risk factors for insulin resistance, including circulating fatty acids and inflammatory cytokines, did not affect insulin dysregulation12, insulin resistance was shown to be correlated with the alterations of PFAA levels, such as BCAAs, AAAs, and a cluster of BCAAs and related amino acids12.