Regarding the biologic tumor variables, the proportion in situ cases were overrepresented with respect to missingness (proportion of missing in the NBCR is 30–31% for ER, PR, Ki67 and 34% for HER2-neu). This evidence concerns the gene MKI67 and neoplasm.