Rheumatoid Arthritis (RA) is an autoimmune disorder where the body mistakenly attacks healthy joints. This in turn causes inflammation resulting in pain and swelling. It is very important to get RA accurately diagnosed and treated as early as possible. Similarly, with any disease: the longer it is left untreated, the more damage it can cause. RA can cause irreversible joint damage leading to disability. The purpose of this study is to determine if oral microbiome can be used as an additional criterion to aid in diagnosing RA. Several oral microbes have already been identified as biomarkers for RA in saliva. In this study, 10 participants were recruited: 6 diagnosed with RA and 4 Healthy as a control. Two subgroups of RA were done within this study; those diagnose with a positive Rheumatoid Factor (RF) and those diagnose with a negative RF. These subgroups were then compared in order to determine the validity of using certain microbes as biomarkers for RA even when different diagnostic criteria were met. The microbe Parahaemolyticus had the largest measure of effect, showing the greatest potential for statistically significant results with a larger sample size. If we can work narrow to down specific microbes to be undoubtedly higher in abundance with already diagnosed RA patients when comparing to healthy participants, this will be a gamechanger. Not only could we give a higher sense of confidence with the diagnosis of RA, but this could streamline RA diagnosis.