Predicting Pathologic Response to Neoadjuvant Chemotherapy in Breast Cancer by Using MR Imaging and Quantitative 1H MR Spectroscopy

被引:107
作者
Baek, Hyeon-Man [1 ]
Chen, Jeon-Hor [1 ,2 ]
Nie, Ke [1 ]
Yu, Hon J. [1 ]
Bahri, Shadfar [1 ]
Mehta, Rita S. [3 ]
Nalcioglu, Orhan [1 ]
Su, Min-Ying [1 ]
机构
[1] Univ Calif Irvine, Tu & Yuen Ctr Funct Oncoimaging, Irvine, CA 92697 USA
[2] China Med Univ Hosp, Dept Radiol, Taichung, Taiwan
[3] Univ Calif Irvine, Med Ctr, Dept Med, Orange, CA USA
基金
美国国家卫生研究院;
关键词
MAGNETIC-RESONANCE-SPECTROSCOPY; SURGICAL ADJUVANT BREAST; PREOPERATIVE CHEMOTHERAPY; LESIONS; VIVO; CARCINOMA; TUMORS; QUANTIFICATION; CHOLINE; WOMEN;
D O I
10.1148/radiol.2512080553
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To compare changes in the concentration of choline-containing compounds (tCho) and in tumor size at follow-up after neoadjuvant chemotherapy (NAC) between patients who achieved pathologic complete response (pCR) and those who did not (non-pCR). Materials and Methods: This study was approved by the institutional review board and was compliant with HIPAA; each patient gave informed consent. Thirty-five patients (mean age, 48 years +/- 11 [standard deviation]; range, 29-75 years) with breast cancer were included. Treatment included doxorubicin and cyclophosphamide followed by a taxane-based regimen. Changes in tCho and tumor size in pCR versus non-pCR groups were compared by using the two-way Mann-Whitney nonparametric test. Receiver operating characteristic (ROC) analysis was performed to differentiate between them and the area under the ROC curve (AUC) was compared. Results: In the pCR group, the tCho level change was greater compared with change in tumor size (P = .003 at first followup, P = .01 at second follow-up), but they were not significantly different in the non-pCR group. Changes in tumor size and tCho level at the first follow-up study were not significantly different between the pCR and non-pCR groups but reached significance at the second follow-up. In ROC analysis, the magnetic resonance (MR) imaging and MR spectroscopic parameters had AUCs of 0.65-0.68 at first follow-up; at second follow-up, AUC for change in tumor size was 0.9, AUC for change in tCho was 0.73. Conclusion: Patients who show greater reduction in tCho compared with changes in tumor size are more likely to achieve pCR. The change in tumor size halfway through therapy was the most accurate predictor of pCR. (C) RSNA, 2009
引用
收藏
页码:653 / 662
页数:10
相关论文
共 38 条
[1]   The effect of neoadjuvant chemotherapy on histologic grade, hormone receptor status, and Her2/neu status in breast carcinoma [J].
Adams, Amy L. ;
Eltoum, Isam ;
Krontiras, Helen ;
Wang, Wenquan ;
Chhieng, David C. .
BREAST JOURNAL, 2008, 14 (02) :141-146
[2]   Proton MR spectroscopy for monitoring early treatment response of breast cancer to neo-adjuvant chemotherapy [J].
Baek, H. -M. ;
Chen, J. -H. ;
Nalcioglu, O. ;
Su, M. -Y. .
ANNALS OF ONCOLOGY, 2008, 19 (05) :1022-U9
[3]   Quantification of choline-containing compounds in malignant breast tumors by 1H MR spectroscopy using water as an internal reference at 1.5T [J].
Baik, Hyun-Man ;
Su, Min-Ying ;
Yu, Hon ;
Mehta, Rita ;
Nalcioglu, Orhan .
MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2006, 19 (02) :96-104
[4]   Imaging in evaluation of response to neoadjuvant breast cancer treatment benefits of MRI [J].
Balu-Maestro, C ;
Chapellier, C ;
Bleuse, A ;
Chanalet, I ;
Chauvel, C ;
Largillier, R .
BREAST CANCER RESEARCH AND TREATMENT, 2002, 72 (02) :145-152
[5]   Primary chemotherapy in operable breast cancer: Eight-year experience at the Milan Cancer Institute [J].
Bonadonna, G ;
Valagussa, P ;
Brambilla, C ;
Ferrari, L ;
Moliterni, A ;
Terenziani, M ;
Zambetti, M .
JOURNAL OF CLINICAL ONCOLOGY, 1998, 16 (01) :93-100
[6]   SPATIAL LOCALIZATION IN NMR-SPECTROSCOPY INVIVO [J].
BOTTOMLEY, PA .
ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1987, 508 :333-348
[7]   MRI evaluation of pathologically complete response and residual tumors in breast cancer after neoadjuvant chemotherapy [J].
Chen, Jeon Hor ;
Feig, Lyon ;
Agrawal, Garima ;
Yu, Hon ;
Carpenter, Philip M. ;
Mehta, Rita S. ;
Nalcioglu, Orhan ;
Su, Min Ying .
CANCER, 2008, 112 (01) :17-26
[8]   Functional tumor imaging with dynamic contrast-enhanced magnetic resonance imaging [J].
Choyke, PL ;
Dwyer, AJ ;
Knopp, MV .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2003, 17 (05) :509-520
[9]   WATER SIGNAL ELIMINATION INVIVO, USING SUPPRESSION BY MISTIMED ECHO AND REPETITIVE GRADIENT EPISODES [J].
DODDRELL, DM ;
GALLOWAY, GJ ;
BROOKS, WM ;
FIELD, J ;
BULSING, JM ;
IRVING, MG ;
BADDELEY, H .
JOURNAL OF MAGNETIC RESONANCE, 1986, 70 (01) :176-180
[10]   MRI Phenotype Is Associated With Response to Doxorubicin and Cyclophosphamide Neoadjuvant Chemotherapy in Stage III Breast Cancer [J].
Laura Esserman ;
Elizabeth Kaplan ;
Savanah Partridge ;
Debasish Tripathy ;
Hope Rugo ;
John Park ;
Shelley Hwang ;
Henry Kuerer ;
Dan Sudilovsky ;
Ying Lu ;
Nola Hylton .
Annals of Surgical Oncology, 2001, 8 (6) :549-559