Therefore, we investigated the effect of within-subject and between-subjects normalization methods on the most common feature reduction method, PCA, and evaluated this integrated approach to investigate the molecular cancer subtypes, tumor grade, and Ki-67 proliferation index in breast cancer. The gene discussed is MKI67; the disease is neoplasm.