In this study, significant correlations were identified between the relative abundances of oral Haemophilus and serum levels of GFAP and S100β in MDD patients with sleep disturbances, indicating that an increased expression of oral Haemophilus may be linked to heightened neuroinflammation. The gene discussed is GFAP; the disease is major depressive disorder.