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DOI:10.2214/AJR.07.3567
AJR 2008; 191:1331-1338
© American Roentgen Ray Society


Original Research

Dynamic Contrast-Enhanced MRI for Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy: Initial Results

Claudette E. Loo1, H. Jelle Teertstra1, Sjoerd Rodenhuis2, Marc J. van de Vijver3, Juliane Hannemann3, Saar H. Muller1, Marie-Jeanne Vrancken Peeters4 and Kenneth G. A. Gilhuijs1

1 Department of Radiology, Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands.
2 Department of Medical Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.
3 Department of Pathology, Netherlands Cancer Institute and Amsterdam Medical Centre, Amsterdam, The Netherlands.
4 Department of Surgery, Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

OBJECTIVE. The aim of this study was to establish changes in contrast-enhanced MRI of breast cancer during neoadjuvant chemotherapy that are indicative of pathology outcome.

MATERIALS AND METHODS. In 54 patients with breast cancer, dynamic contrast-enhanced MRI was performed before chemotherapy and after two chemotherapy cycles. Imaging was correlated with final histopathology. Multivariate analysis with cross-validation was performed on MRI features describing kinetics and morphology of contrast uptake in the early and late phases of enhancement. Receiver operating characteristic (ROC) analysis was used to develop a guideline that switches patients at high risk for incomplete remission to a different chemotherapy regimen while maintaining first-line therapy in 95% of patients who are not at risk (i.e., high specificity).

RESULTS. Change in largest diameter of late enhancement during chemotherapy was the single most predictive MRI characteristic for tumor response in multivariate analysis (Az [area under the ROC curve] = 0.73, p < 0.00001). Insufficient (< 25%) decrease in largest diameter of late enhancement during chemotherapy was most indicative of residual tumor at final pathology. Using this criterion, the fraction of unfavorable responders indicated by MRI was 41% (22/54). Approximately half (44%, 14/32) of the patients who showed favorable response at MRI achieved complete remission at pathology. Conversely, 95% (21/22) of patients who showed unfavorable response at MRI had residual tumor at pathology.

CONCLUSION. Reduction of less than 25% in largest diameter of late enhancement during neoadjuvant chemotherapy shows the potential to predict residual tumor after therapy with high specificity.

Keywords: breast carcinoma • chemotherapy response • MRI


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S. Rodenhuis, I. A. M. Mandjes, J. Wesseling, M. J. van de Vijver, M.-J. T. D. F. Vrancken Peeters, G. S. Sonke, and S. C. Linn
A simple system for grading the response of breast cancer to neoadjuvant chemotherapy
Ann. Onc., August 28, 2009; (2009) mdp348v1.
[Abstract] [Full Text] [PDF]




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