We speculate that APS might increase ILA, Trp, and 5-HTP levels by promoting the abundance of Bifidobacterium and inhibiting the abundanc of Lachnoclostridium in MDD patients. The gene discussed is TNFRSF9; the disease is autoimmune polyendocrinopathy.