There are several non-insulin-based, newly raised, and well-established indexes to represent IR in our study, including the Triglyceride-Glucose (TyG) index [14], the Atherogenic Index of Plasma (AIP) index [15], and the Metabolic Score for Insulin Resistance (METS-IR) index [16]. Here, INS is linked to Insulin resistance.