Motivation Individual microarray studies searching for prognostic biomarkers often have few samples and low statistical power; however. publicly accessible data sets make it possible to combine data across studies. Method We present a novel approach for combining microarray data across institutions and platforms. We introduce a new algorithm. https://www.campicon.com/