“…Since then, further groups successfully used array-based gene expression profiling to diagnose selected sets of primary cancers and also provided the initial clinical proof of concept through correct prediction of CUP that matched further diagnostic follow-up (Dennis et al, 2002(Dennis et al, , 2005Bloom et al, 2004;Tothill et al, 2005;Ma et al, 2006;Talantov et al, 2006;Dumur et al, 2008;Horlings et al, 2008;Varadhachary et al, 2008;Monzon et al, 2009;van Laar et al, 2009). Today, microarray-based predictors of CUP, such as Agendia's CUPprint, compete with quantitative PCR-based expression profiling or with immunohistochemistry for the best CUP prediction accuracy (Pentheroudakis et al, 2007;Bridgewater et al, 2008;Varadhachary et al, 2008;Monzon et al, 2009;van Laar et al, 2009). However, microarray-based classifiers often have limitations in the numbers, types and subtypes of tumors included in analyses and in low focal prediction accuracy for some tumor types, for example, the low specificity of CUPprint assays for lung and pancreas tumors (Pentheroudakis et al, 2007;Oien and Evans, 2008).…”