Among there differential variables, 14 differential OTUs (mainly belonging to Firmicutes) and five differential inflammation-related factors (APN, APOA1, AAT, NEUT% and BASO) were found to be significantly correlated to the depression severity. Here, APOA1 is linked to depressive disorder.