Clinical model: As clinical characteristics like age, gender, BMI, and ApoE4 status are well-established risk factors for late-onset AD [14,15] and also influence the gut microbiome composition [16,17,18], the prognostic value of a model only including these clinical characteristics was also investigated. Here, APOE is linked to Alzheimer disease.