The majority of the models could not be validated with NCR data due to the unavailability of several required variables such as race, genetic data, LVI, marital status, Ki67, and lymphocytes (including tumor infiltrating lymphocytes and indices such as monocyte-to-lymphocyte ratio). The gene discussed is MKI67; the disease is neoplasm.