These results reflect the fact that the gene panel contained many genes related to estrogen receptor signaling, and the fact that three of the other four genes have very strong correlation with ESR1 confirms the dominance of this pathway in distinguishing etiologically distinct breast cancers. This evidence concerns the gene ESR1 and breast carcinoma.