NAFLD patients showed significantly elevated levels of ALT and AST, along with higher fastingglucose, insulin, and HOMA-IR scores, confirming the presence of insulin resistance and hepatic dysfunction within this group.Table 3 (see PDF) compares the relative abundance of major gut microbial phyla. Here, INS is linked to Insulin resistance.