The logistic regression analysis was conducted, and it was concluded that high levels of IL-6, IL-1β, IL-8, BGP, and MMP-8 were associated with ineffective drug treatment in patients with severe periodontitis (all OR >1, P < 0.05). The gene discussed is MMP8; the disease is periodontitis.