These studies suggest that data upon admission, i.e., body mass index, the rate of weight loss, hemoglobin, albumin, potassium, and BUN/Cr ratio, could be used to predict the incidence of hypophosphatemia, rather than indicators related to treatment, i.e., caloric intake or the rate of weight gain. The gene discussed is ALB; the disease is hypophosphatemia.