The reliable gene expressions then extracts the subnetworks (isolated networks) and the associated hub-genes (a gene that has a maximum number of interactions in a subnetwork) for the gene signature construction that can be used for the ER+/ER– breast cancer classification paradigm. This evidence concerns the gene ESR1 and breast carcinoma.