The AUC values for these genes in depression patients surpassed 0.8, and those in COVID-19 patients exceeded 0.7, with the exception of COL10A1, SPSB4, and SLC10A2, whose AUC values were less than 0.7. Here, COL10A1 is linked to major depressive disorder.