Various factors have been investigated and found to be associated with lower Hb levels, such as advanced stages of cancer (e.g., stage IV), malnutrition, chemotherapy dose and regimen, and patient-specific factors like age and BMI [28,29]. This evidence concerns the gene GSTM1 and malnutrition.