Finally, Roseburia emerged in our analysis as a protective factor against seropositive RA, consistent with findings by Wu et al. [39], who reported an inverse relationship between Roseburia abundance and RA disease activity markers such as erythrocyte sedimentation rate and RF-IgM levels. The gene discussed is CD40LG; the disease is rheumatoid arthritis.