Breast Cancer Research and Treatment · 2013 · 102 citations · 41 references
MedicineOncologyPharmacologyBreast OncologyChemotherapyMolecular OncologyAdjuvant ChemotherapyAdjuvant TherapyCancer Survival AnalysisMalignant NeoplasmsMetastatic Breast CancerNeoadjuvant ChemotherapyAdjuvant Therapy PrognosisAnthracycline-based ChemotherapyBreast Cancer ChemotherapyBreast Cancer PrognosisCox RegressionMetastatic Breast Cancer TreatmentMetastatic Disease TrialsPositive Predictive Value
To identify a group of patients who might benefit from the addition of weekly paclitaxel to conventional anthracycline-containing chemotherapy as adjuvant therapy of node-positive operable breast cancer. The predictive value of PAM50 subtypes and the 11-gene proliferation score contained within the PAM50 assay were evaluated in 820 patients from the GEICAM/9906 randomized phase III trial comparing adjuvant FEC to FEC followed by weekly paclitaxel (FEC-P). Multivariable Cox regression analyses of the secondary endpoint of overall survival (OS) were performed to determine the significance of the interaction between treatment and the (1) PAM50 subtypes, (2) PAM50 proliferation score, and (3) clinical and pathological variables. Similar OS analyses were performed in 222 patients treated with weekly paclitaxel versus paclitaxel every 3 weeks in the CALGB/9342 and 9840 metastatic clinical trials. In GEICAM/9906, with a median follow up of 8.7 years, OS of the FEC-P arm was significantly superior compared to the FEC arm (unadjusted HR = 0.693, p = 0.013). A benefit from paclitaxel was only observed in the group of patients with a low PAM50 proliferation score (unadjusted HR = 0.23, p < 0.001; and interaction test, p = 0.006). No significant interactions between treatment and the PAM50 subtypes or the various clinical-pathological variables, including Ki-67 and histologic grade, were identified. Finally, similar OS results were obtained in the CALGB data set, although the interaction test did not reach statistical significance (p = 0.109). The PAM50 proliferation score identifies a subset of patients with a low proliferation status that may derive a larger benefit from weekly paclitaxel.
41
A Gene-Expression Signature as a Predictor of Survival in Breast Cancer
Marc J. van de Vijver, Yudong D. He, Laura van ‘t Veer et al. · New England Journal of Medicine · 2002 · 6.5K citations · Full text
Medicine, Bioinformatics, Oncology +17
A Multigene Assay to Predict Recurrence of Tamoxifen-Treated, Node-Negative Breast Cancer
Soonmyung Paik, Steven Shak, Gong Tang et al. · New England Journal of Medicine · 2004 · 6.4K citations · Full text
Medicine, Oncology, Breast Oncology +12
Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes
Joel S. Parker, Michael E. Mullins, Maggie C.U. Cheang et al. · Journal of Clinical Oncology · 2009 · 4.9K citations · Full text
Medicine, Bioinformatics, Oncology +16
Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer
Yixin Wang, Jan G.M. Klijn, Yi Zhang et al. · The Lancet · 2005 · 2.7K citations