Integration of constraint-based modeling with fecal metabolomics reveals large deleterious effects of <i>Fusobacterium</i> spp. on community butyrate production.

Of 47 nominally significant species fecal butyrate associations, community modeling predicted the sign correctly for 43 associations (prediction accuracy: 91.49%, Fisher’s exact test: p = 1.69e-08).

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