Another reason why weight loss was not associated with all-cause death in this study may be that the patients in the all-cause death group had lower serum albumin levels and were more likely to have renal dysfunction; these reasons could lead to sodium and water retention and weight gain, so body weight in these patients may not reflect their true nutritional status. Here, ALB is linked to Abnormal renal physiology.