Furthermore, while previous research has acknowledged the association between hypoalbuminemia and poor nutritional status or depression individually [31,55], our findings strengthen the evidence by demonstrating a moderate negative correlation between albumin levels and GDS-SF scores, and a positive correlation with MNA-SF scores, highlighting albumin as a dual biomarker of both nutritional and psychological well-being. This evidence concerns the gene ALB and Hypoalbuminemia.