Between-group comparisons, correlation analyses, and receiver operating characteristic (ROC) analyses were performed.<h4>Results</h4>MDD patients showed significantly reduced Claudin-5 and elevated NLR, PLR, CRP, and INFLA scores compared with controls (all <i>p</i> < 0.05). Here, CLDN5 is linked to major depressive disorder.