The analysis demonstrated a notable area under the curve (AUC) of 0.8168, with a sensitivity of 0.8537 and a specificity of 0.6098, as shown in Fig. 2C. This finding underscores the potential of BDNF levels in serum exosomes as a biomarker for MDD. This evidence concerns the gene BDNF and major depressive disorder.