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A meta-regression method that can utilize existing statistical software for mixed model analysis. This method can be used to assess whether the exposure-subtype associations are different across subtypes defined by one marker while controlling for other markers, and to evaluate whether the difference in exposure-subtype association across subtyped defined by one marker depends on any other markers.