While plasma GAS5 upregulation and urinary GAS5 suppression reflect inverse expression patterns in renal fibrosis, urinary GAS5 emerges as the dominant noninvasive biomarker due to its superior diagnostic performance (AUC = 0.868) and clinical accessibility. The gene discussed is GAS5; the disease is renal fibrosis.