The results indicate that patients who developed AKI had substantially lower serum albumin concentrations at baseline compared to those who did not develop AKI, with the pooled SMD being -0.55 (95% CI: -0.64 to -0.47; p < 0.001). Here, ALB is linked to acute kidney injury.