Significant predictive factors for malnutrition included age, body mass index, Eastern Cooperative Oncology Group (ECOG) performance status score, metastatic disease, albumin levels <3.0 g/dL, fatigue, and changes in stool/bowel habits. Here, ALB is linked to nutritional deficiency disease.