COL1A1 and acute kidney injury: Further analysis indicated that levels of urinary protein, blood uric acid, and key genes (CDK1, STAT1, COL1A2, and COL1A1) were significantly higher in the AKI group compared to the non-AKI group, with statistical significance (P < 0.05).