Lower albumin levels were associated with higher depression and anxiety scores, consistent with the observations of Zhang et al. [31] and Delgado-Domínguez et al. (2021) [15], who reported similar relationships between hypoalbuminemia and emotional distress in dialysis populations. This evidence concerns the gene ALB and Anxiety.