Combined estimations of weight loss, serum measurements of CRP,albumin, urea, creatinine and alkaline phosphatase, preferably combined with othermethods using scores such as ECOG-PS, GPS and PG-SGA, were associated with relevantclinical outcomes such as malnutrition, survival and mortality. This evidence concerns the gene ALB and malnutrition.