The Spearman correlation and binary logistic regression analyses revealed the potential associations between depression and several factors, such as age, albumin, C-reactive protein, GNRI, and sarcopenia score (<i>p</i> < 0.05). This evidence concerns the gene ALB and major depressive disorder.