AHSG and Insulin resistance: Hepatokines such as fetuin-A promote renal insulin resistance and inflammation, while proteins like angiopoietin-like protein 8 (ANGPTL8) and selenoprotein p are implicated in lipid imbalance and oxidative stress, exacerbating nephron damage [40,57,86].