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IQIsolate is a suite of algorithms utilizing machine learning methods that analyze expression of RNA markers detected in a simple blood sample. IQuity has developed RNA-based diagnostic technologies for autoimmune disease and related disorders in neurology, gastroenterology and rheumatology, three specialties that serve a majority of autoimmune patients. IQuity's technology, IQIsolate analyzes RNA expression data from a blood sample to identify the presence or absence of disease at the cellular level. RNA expression is representative of presence of disease in real time, while changes in DNA indicate potential risk of disease. IQIsolate can distinguish among diseases in a given specialty – the gastroenterology panel can distinguish between irritable bowel syndrome (IBS) and inflammatory bowel disease (IBD).