Prognostic value of pretreatment dynamic contrast-enhanced MR imaging in breast cancer patients receiving neoadjuvant chemotherapy: Overall survival predicted from combined time course and volume analysis

被引:26
作者
Heldahl, Mariann G. [1 ]
Bathen, Tone F.
Rydland, Jana [2 ]
Kvistad, Kjell A. [2 ]
Lundgren, Steinar [3 ,4 ]
Gribbestad, Ingrid S.
Goa, Pal E. [2 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Circulat & Med Imaging, MTFS, N-7489 Trondheim, Norway
[2] St Olavs Univ Hosp, Dept Med Imaging, Trondheim, Norway
[3] St Olavs Univ Hosp, Dept Oncol, Trondheim, Norway
[4] Norwegian Univ Sci & Technol, Dept Canc Res & Mol Med, N-7489 Trondheim, Norway
关键词
DCE-MRI; neoadjuvant chemotherapy; prognosis; enhancing volume; DCE-MRI; MONITORING RESPONSE; LESIONS; PARAMETERS; ANGIOGENESIS; SPECIFICITY; SENSITIVITY; RESOLUTION; PATTERNS; BENIGN;
D O I
10.3109/02841851003782059
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
Background: The prognostic value of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in breast cancer has been explored, and the results are promising. Purpose: To investigate the possible correlation between pretreatment DCE-MRI and overall survival 5 years after diagnosis in breast cancer patients receiving neoadjuvant chemotherapy (NAC) using combined time course analysis and volume measurement from DCE-MRI data acquired with 1 min temporal resolution. Material and Methods: Pretreatment DCE-MR images of 32 female patients were examined. The total enhancing volume was calculated by including the voxels with >60% signal enhancing 1 min postcontrast. The signal intensity time course data were automatically classified on a voxel-by-voxel basis according to the enhancing characteristics: persistent (type I), plateau (type II) or washout (type III), and the resulting volumes of each enhancement type were calculated. Results: A significant correlation between total enhancing volume and 5-year survival was found, P < 0.05 (log-rank). The survival was 51 +/- 15 months (mean +/- 95% confidence intervals (CI)) and 73 +/- 12 months in patients with a total enhancing volume >41 cm(3) and <= 41 cm(3), respectively. A two-dimensional discriminator, taking both total enhancing volume and type III enhancing volume into account, improved the prediction of survival, resulting in a P value (log-rank) between survivors and non-survivors of P < 0.001. The survival was 44 +/- 16 months (mean +/- 95% CI) and 74 +/- 11 months in patients with a total enhancing volume >58 cm(3) and/or a type III volume >8 cm(3), and <= 58 cm(3) and <= 8 cm(3), respectively. Conclusion: Pretreatment DCE-MRI might help in predicting prognosis in breast cancer patients receiving NAC.
引用
收藏
页码:604 / 612
页数:9
相关论文
共 35 条
[1]   Can contrast-enhanced MR imaging predict survival in breast cancer? [J].
Boné, B ;
Szabó, BK ;
Perbeck, LG ;
Veress, B ;
Aspelin, P .
ACTA RADIOLOGICA, 2003, 44 (04) :373-378
[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]   Prognostic and predictive factors in breast cancer [J].
Bundred, NJ .
CANCER TREATMENT REVIEWS, 2001, 27 (03) :137-142
[4]  
CARTER CL, 1989, CANCER-AM CANCER SOC, V63, P181, DOI 10.1002/1097-0142(19890101)63:1<181::AID-CNCR2820630129>3.0.CO
[5]  
2-H
[6]   Magnetic Resonance Imaging of Breast Cancer and Correlation with Prognostic Factors [J].
Chang, Yun-Woo ;
Kwon, Kul Hyang ;
Choi, Deuk Lin ;
Lee, Dong Wha ;
Lee, Min Hyuk ;
Lee, Hye Kyung ;
Yang, Seung Boo ;
Kim, Yongbae ;
Seo, Dae Young .
ACTA RADIOLOGICA, 2009, 50 (09) :990-998
[7]   Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI [J].
Chen, Weijie ;
Giger, Maryellen L. ;
Bick, Ulrich ;
Newstead, Gillian M. .
MEDICAL PHYSICS, 2006, 33 (08) :2878-2887
[8]   Pathological prognostic factors in breast cancer [J].
Elston, CW ;
Ellis, IO ;
Pinder, SE .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 1999, 31 (03) :209-223
[9]   Relationship between morphological features and kinetic patterns of enhancement of the dynamic breast magnetic resonance imaging and clinicopathological and biological factors in invasive breast cancer [J].
Fernandez-Guinea, Oscar ;
Andicoechea, Alejandro ;
Gonzalez, Luis O. ;
Gonzalez-Reyes, Salome ;
Merino, Antonio M. ;
Hernandez, Luis C. ;
Lopez-Muniz, Alfonso ;
Garcia-Pravia, Paz ;
Vizoso, Francisco J. .
BMC CANCER, 2010, 10
[10]   Magnetic resonance imaging reveals functional diversity of the vasculature in benign and malignant breast lesions [J].
Furman-Haran, E ;
Schechtman, E ;
Kelcz, F ;
Kirshenbaum, K ;
Degani, H .
CANCER, 2005, 104 (04) :708-718