Several identified biomarkers in this analysis, such as albumin and citrulline, are not directly associated with malnutrition, but are crucial in the transplanted patients’ metabolism and were studied for transplant related outcomes that are strongly linked to gastrointestinal failure such as mucositis or GVHD. The gene discussed is ALB; the disease is graft versus host disease.