Second, we performed detailed subgroup analyses based on albuminuria stages (normo-, micro-, macroalbuminuria) and renal function (eGFR ≥ or < 60 mL/min/1.73 m2), allowing for a more granular understanding of how irisin levels correlate with DN severity. The gene discussed is FNDC5; the disease is liver dysplastic nodule.