Estimated marginal means (EMM) for the differential abundant species and pathways (nominal significance). (A) Species (B) Pathways. Light blue indicates the CLR-transformed relative abundance of the species for patients not needing therapy intensification and dark blue shows the abundance for the patients needing therapy intensification.