The analysis revealed lower albumin levels (Rho = -0.235, p < 0.001), higher urea levels, increased use of antibiotics, and a higher risk of malnutrition, as indicated by the NRS (Rho 0.219, p < 0.001). The gene discussed is ALB; the disease is nutritional deficiency disease.