GAS5 and renal fibrosis: Notably, urinary GAS5 maintained high diagnostic efficacy across fibrosis subgroups, achieving the highest AUC in the severe fibrosis group (n = 16), despite its limited sample size, further supporting its diagnostic capability for renal fibrosis.