A decrease in serum albumin and prealbumin were the parameters that most accurately diagnosed malnutrition according to 74.1% of participants, whereas a body mass index (BMI) < 20 kg/m2 was selected by 8.6%. This evidence concerns the gene TTR and malnutrition.