In two studies, a low BMI under 21 kg/m2 was associated with a modification of the cancer treatment plan [29, 30], and according to Caillet et al. malnutrition evaluated by MNA, BMI, weight loss or low serum albumin was also associated with changes in cancer treatment (mainly a decrease in treatment intensity) [31]. The gene discussed is ALB; the disease is nutritional deficiency disease.