Abstract: Methods and system for determining the oral microbiome composition of a subject and determining health outcomes are disclosed. In various embodiments, oral samples from subjects may be processed to generate oral microbial sequencing data, which is then analyzed with behavioral and/or clinical factors to predict health outcomes for the subject. Intervention plans based on the predicted health outcomes can also be generated for adaption by the subjects.