In the present study, we were able to show that the histopathological features associated with aggressive tumor behaviors (high histologic grade, lymphovascular invasion, p53 overexpression, high Ki-67 index, and negative hormone receptor status) were significantly associated with a high diversity index for c-MYC copy number variation in both a test set and a validation set. This evidence concerns the gene MKI67 and neoplasm.