The combination of FDG PET and dynamic contrast-enhanced MRI improves the prediction of disease-free survival in patients with advanced breast cancer after the first cycle of neoadjuvant chemotherapy

被引:33
作者
Lim, Ilhan [1 ,2 ]
Noh, Woo Chul [3 ]
Park, Jihyun [1 ]
Park, Ji Ae [2 ]
Kim, Hyun-Ah [3 ]
Kim, Eun-Kyu [3 ]
Park, Ko Woon [4 ]
Lee, Seung Sook [5 ]
You, Eun young [6 ]
Kim, Kyeong Min [2 ]
Byun, Byung Hyun [1 ]
Kim, Byung Ii [1 ,2 ]
Choi, Chang Woon [1 ,2 ]
Lim, Sang Moo [1 ,2 ]
机构
[1] Korea Inst Radiol & Med Sci KIRAMS, Korea Canc Ctr Hosp, Dept Nucl Med, Seoul 139706, South Korea
[2] Korea Inst Radiol & Med Sci KIRAMS, Mol Imaging Res Ctr, Seoul 139706, South Korea
[3] Korea Inst Radiol & Med Sci KIRAMS, Korea Canc Ctr Hosp, Dept Surg, Seoul 139706, South Korea
[4] Korea Inst Radiol & Med Sci KIRAMS, Korea Canc Ctr Hosp, Dept Radiol, Seoul 139706, South Korea
[5] Korea Inst Radiol & Med Sci KIRAMS, Korea Canc Ctr Hosp, Dept Pathol, Seoul 139706, South Korea
[6] Gachon Univ, Gil Hosp, Sch Med & Sci, Dept Radiol, Inchon, South Korea
关键词
PET; MRI; Breast cancer; Survival; Neoadjuvant chemotherapy; Disease-free survival; POSITRON-EMISSION-TOMOGRAPHY; DEPENDENT ROC CURVES; PATHOLOGICAL RESPONSE; PREOPERATIVE CHEMOTHERAPY; PROGNOSTIC IMPACT; PARAMETERS; ASSOCIATION;
D O I
10.1007/s00259-014-2797-4
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 The aim of this study was to investigate the potential of FDG PET/CT and MRI in predicting disease-free survival (DFS) after neoadjuvant chemotherapy (NAC) and surgery in patients with advanced breast cancer. Methods The analysis included 54 women with advanced breast cancer. All patients received three cycles of NAC, underwent curative surgery, and then received three cycles of additional chemotherapy. Before and after the first cycle of NAC, all patients underwent sequential PET/CT and MRI. All patients were analysed using a diverse range of parameters. including maximal standardized uptake value (SUV), percent change in SUV (Delta SUV), initial slope of the enhancement curve (MRslope), apparent diffusion coefficient (ADC), tumour size, change in MRslope (Delta MRslope), change in ADC (Delta ADC), change in tumour size (Delta size) and other clinicopathological parameters]. The relationships between covariates and DFS after surgery were analysed using the Kaplan-Meier method and the multivariate Cox proportional hazards model. Time-dependent receiver operating characteristic curves were used to determine the optimal cut-off values of imaging parameters for DFS. Results Of the 54 patients, 13 (24 %) experienced recurrence at a median follow-up of 38 months (range 25 - 45 months). Univariate and multivariate analyses showed that a lesser decline in SUV, a lesser decline in MRslope, a lesser increase in ADC, and ER negativity were significantly associated with a poorer DFS (P = 0.0006, Delta SUV threshold -41 %; P = 0.0016, Delta MRslope threshold -6 %; P = 0.011, Delta ADC threshold 11 %; and P = 0.0086, ER status, respectively). Patients with a combination of Delta SUV >-41 % and Delta MRslope >-6 % showed a significantly higher recurrence rate (77.8 %) than the remaining of patients (13.3 %, P < 0.0001). Conclusion Functional parameters of both FDG PET and MRI after the first cycle of NAC are useful for predicting DFS in patients with advanced breast cancer. This approach could lead to an improvement in patient care because ineffective NAC agents could be avoided and more aggressive therapy could be used in high-risk patients.
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收藏
页码:1852 / 1860
页数:9
相关论文
共 27 条
[1]   Early Changes in Functional Dynamic Magnetic Resonance Imaging Predict for Pathologic Response to Neoadjuvant Chemotherapy in Primary Breast Cancer [J].
Ah-See, Mei-Lin W. ;
Makris, Andreas ;
Taylor, N. Jane ;
Harrison, Mark ;
Richman, Paul I. ;
Burcombe, Russell J. ;
Stirling, J. James ;
d'Arcy, James A. ;
Collins, David J. ;
Pittam, Michael R. ;
Ravichandran, Duraisamy ;
Padhani, Anwar R. .
CLINICAL CANCER RESEARCH, 2008, 14 (20) :6580-6589
[2]   Breast lesions: Correlation of contrast medium enhancement patterns on MR images with histopathologic findings and tumor angiogenesis [J].
Buadu, LD ;
Murakami, J ;
Murayama, S ;
Hashiguchi, N ;
Sakai, S ;
Masuda, K ;
Toyoshima, S ;
Kuroki, S ;
Ohno, S .
RADIOLOGY, 1996, 200 (03) :639-649
[3]   18F-FDG PET/CT imaging versus dynamic contrast-enhanced CT for staging and prognosis of inflammatory breast cancer [J].
Champion, Laurence ;
Lerebours, Florence ;
Cherel, Pascal ;
Edeline, Veronique ;
Giraudet, Anne-Laure ;
Wartski, Myriam ;
Bellet, Dominique ;
Alberini, Jean-Louis .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2013, 40 (08) :1206-1213
[4]   Combined use of MRI and PET to monitor response and assess residual disease for locally advanced breast cancer treated with neoadjuvant chemotherapy [J].
Chen, XM ;
Moore, MO ;
Lehman, CD ;
Mankoff, DA ;
Lawton, TJ ;
Peacock, S ;
Schubert, EK ;
Livingston, RB .
ACADEMIC RADIOLOGY, 2004, 11 (10) :1115-1124
[5]   PET Tumor Metabolism in Locally Advanced Breast Cancer Patients Undergoing Neoadjuvant Chemotherapy: Value of Static versus Kinetic Measures of Fluorodeoxyglucose Uptake [J].
Dunnwald, Lisa K. ;
Doot, Robert K. ;
Specht, Jennifer M. ;
Gralow, Julie R. ;
Ellis, Georgiana K. ;
Livingston, Robert B. ;
Linden, Hannah M. ;
Gadi, Vijayakrishna K. ;
Kurland, Brenda F. ;
Schubert, Erin K. ;
Muzi, Mark ;
Mankoff, David A. .
CLINICAL CANCER RESEARCH, 2011, 17 (08) :2400-2409
[6]   Neoadjuvant chemotherapy in breast cancer-response evaluation and prediction of response to treatment using dynamic contrast-enhanced and diffusion-weighted MR imaging [J].
Fangberget, A. ;
Nilsen, L. B. ;
Hole, K. H. ;
Holmen, M. M. ;
Engebraaten, O. ;
Naume, B. ;
Smith, H. -J. ;
Olsen, D. R. ;
Seierstad, T. .
EUROPEAN RADIOLOGY, 2011, 21 (06) :1188-1199
[7]   Effect of preoperative chemotherapy on the outcome of women with operable breast cancer [J].
Fisher, B ;
Bryant, J ;
Wolmark, N ;
Mamounas, E ;
Brown, A ;
Fisher, ER ;
Wickerham, DL ;
Begovic, M ;
DeCillis, A ;
Robidoux, A ;
Margolese, RG ;
Cruz, AB ;
Hoehn, JL ;
Lees, AW ;
Dimitrov, NV ;
Bear, HD .
JOURNAL OF CLINICAL ONCOLOGY, 1998, 16 (08) :2672-2685
[8]   Comparison Between 18F-FDG PET Image-Derived Indices for Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer [J].
Hatt, Mathieu ;
Groheux, David ;
Martineau, Antoine ;
Espie, Marc ;
Hindie, Elif ;
Giacchetti, Sylvie ;
de Roquancourt, Anne ;
Visvikis, Dimitris ;
Cheze-Le Rest, Catherine .
JOURNAL OF NUCLEAR MEDICINE, 2013, 54 (03) :341-349
[9]   Time-dependent ROC curves for censored survival data and a diagnostic marker [J].
Heagerty, PJ ;
Lumley, T ;
Pepe, MS .
BIOMETRICS, 2000, 56 (02) :337-344
[10]   Prognostic Impact of [18F] FDG-PET in Operable Breast Cancer Treated with Neoadjuvant Chemotherapy [J].
Jung, So-Youn ;
Kim, Seok-Ki ;
Nam, Byung-Ho ;
Min, Sun Young ;
Lee, Seung Joo ;
Park, Chansung ;
Kwon, Youngmee ;
Kim, Eun-A ;
Ko, Kyoung Lan ;
Park, In Hae ;
Lee, Keun Seok ;
Shin, Kyung Hwan ;
Lee, Seeyoun ;
Kim, Seok Won ;
Kang, Han-Sung ;
Ro, Jungsil .
ANNALS OF SURGICAL ONCOLOGY, 2010, 17 (01) :247-253