A multivariate model containing the tumor phenotype and the ER/HER2 combined subtypes (AIC = 45.589) was significantly better in predicting the clustering pattern as compared to the ER/HER2 combined subtypes alone (Likelihood ratio test; P < 0.001). The gene discussed is ESR1; the disease is neoplasm.