Then, we measured patients' biochemical parameters such as albumin, hemoglobin, cholesterol, blood urea nitrogen (BUN), and creatinine as quantitative tools to assess the probable association between these biochemical parameters and malnutrition to answer this question: is it possible that we predict malnutrition based on biochemical parameters? The gene discussed is ALB; the disease is nutritional deficiency disease.