A system with a saliva sampling device configured to be orally worn by a patient. The saliva sampling device is a polymer retainer or aligner. A saliva analysis engine is used to correlate one or more analytes of one or more saliva samples with one or more health attributes. A health monitoring engine updates a health profile of the patient based on the correlated health attributes.