The Mantel test revealed a positive correlation between the diversity of gut microbiota and multiple inflammatory cytokines, including KC, IL-1β, IL-6, and TNF-α, which were significantly elevated in coinfected COPD mice (Figure 9G). Here, TNF is linked to chronic obstructive pulmonary disease.