In certain embodiments, a novel means for identifying the onset or change in level of severity of given disease states, and/or identifying a patient's risk for experiencing the onset or change in level of severity of given disease states is provided. In some embodiments, a predictive model is provided, which can be used to predict an individual's propensity for developing a given disease or for advancing to a certain stage of a given disease.
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