functional analysis reveals increased microbial capability to degrade mucin and host glycans in PD; personalized community-level metabolic modeling reveals microbial contribution to folate deficiency and hyperhomocysteinemia observed in patients with PD; decreased capacity to produce SCFAs by Bacteroides and Prevotella species observed. Here, MUC5AC is linked to hyperhomocysteinemia.