Gene Expression Profiles of Multiple Breast Cancer Phenotypes and Response to Neoadjuvant Chemotherapy
Open Access
- 1 February 2006
- journal article
- Published by American Association for Cancer Research (AACR) in Clinical Cancer Research
- Vol. 12 (3) , 819-826
- https://doi.org/10.1158/1078-0432.ccr-05-1447
Abstract
Purpose: Breast cancer is a heterogeneous disease, and markers for disease subtypes and therapy response remain poorly defined. For that reason, we employed a prospective neoadjuvant study in locally advanced breast cancer to identify molecular signatures of gene expression correlating with known prognostic clinical phenotypes, such as inflammatory breast cancer or the presence of hypoxia. In addition, we defined molecular signatures that correlate with response to neoadjuvant chemotherapy. Experimental Design: Tissue was collected under ultrasound guidance from patients with stage IIB/III breast cancer before four cycles of neoadjuvant liposomal doxorubicin paclitaxel chemotherapy combined with local whole breast hyperthermia. Gene expression analysis was done using Affymetrix U133 Plus 2.0 GeneChip arrays. Results: Gene expression patterns were identified that defined the phenotypes of inflammatory breast cancer as well as tumor hypoxia. In addition, molecular signatures were identified that predicted the persistence of malignancy in the axillary lymph nodes after neoadjuvant chemotherapy. This persistent lymph node signature significantly correlated with disease-free survival in two separate large populations of breast cancer patients. Conclusions: Gene expression signatures have the capacity to identify clinically significant features of breast cancer and can predict which individual patients are likely to be resistant to neoadjuvant therapy, thus providing the opportunity to guide treatment decisions.Keywords
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This publication has 21 references indexed in Scilit:
- Gene Expression Profiling and Genetic Markers in Glioblastoma SurvivalCancer Research, 2005
- Long-Term Follow-Up for Locally Advanced and Inflammatory Breast Cancer Patients Treated With Multimodality TherapyJournal of Clinical Oncology, 2004
- Thermochemoradiotherapy Improves Oxygenation in Locally Advanced Breast CancerClinical Cancer Research, 2004
- Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomesProceedings of the National Academy of Sciences, 2004
- Exploration, normalization, and summaries of high density oligonucleotide array probe level dataBiostatistics, 2003
- Ultrasound guided pO 2 measurement of breast cancer reoxygenation after neoadjuvant chemotherapy and hyperthermia treatmentInternational Journal of Hyperthermia, 2003
- Hypoxia-induced pathways in breast cancerMicroscopy Research and Technique, 2002
- Prognostic significance of a complete pathological response after induction chemotherapy in operable breast cancerBritish Journal of Cancer, 2002
- Hypoxia — a key regulatory factor in tumour growthNature Reviews Cancer, 2002
- R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics, 1996