In our cohort, preoperative albumin levels were significantly lower in the hypoalbuminemia group and remained below the 32 g/L threshold up to month 2, whereas patients in the normal-albumin group recovered above this threshold after postoperative day 7, supporting the prognostic relevance of both baseline status and longitudinal trends. This evidence concerns the gene ALB and Hypoalbuminemia.