In Model 1 (Figure 2(a)), Model 2 (Figure 2(b)), and Model 4 (Figure 2(d)), a nonlinear relationship emerged between serum AG and POD risk (p for nonlinearity < 0.05), with delirium odds increasing alongside serum AG levels. The gene discussed is RENBP; the disease is delirium.