As seen in Table 1, in the training and validation groups, NI had no statistical correlation with patient age, multicentric/multifocal tumors, tumor type, histologic grade, estrogen receptor expression, progesterone receptor expression, or Ki-67 status. This evidence concerns the gene ESR1 and neoplasm.