Therefore, the lack of classification accuracy in the Dudaladava study may be due to tumour phenotype, as all tumours were ER negative in this study or, alternatively, the strength of the 51 gene classifiers may hinge on the 11 absent genes. This evidence concerns the gene ESR1 and neoplasm.