Complementary Value of Contralateral Parenchymal Enhancement on DCE-MRI to Prognostic Models and Molecular Assays in High-risk ER+/HER2- Breast Cancer

被引:19
作者
van der Velden, Bas H. M. [1 ]
Elias, Sjoerd G. [2 ]
Bismeijer, Tycho [3 ]
Loo, Claudette E. [4 ]
Viergever, Max A. [1 ]
Wessels, Lodewyk F. A. [3 ]
Gilhuijs, Kenneth G. A. [1 ]
机构
[1] Univ Med Ctr Utrecht, Image Sci Inst, Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[3] Antoni Leeuwenhoek Hosp, Netherlands Canc Inst, Div Mol Carcinogenesis, Amsterdam, Netherlands
[4] Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Radiol, Amsterdam, Netherlands
关键词
NEOADJUVANT CHEMOTHERAPY; FIBROGLANDULAR TISSUE; TUMOR RESPONSE; IMPACT; ASSOCIATION; RECURRENCE; DECISIONS; TAMOXIFEN; SYSTEM; WOMEN;
D O I
10.1158/1078-0432.CCR-17-0176
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To determine whether markers of healthy breast stroma are able to select a subgroup of patients at low risk of death or metastasis from patients considered at high risk according to routine markers of the tumor. Experimental Design: Patients with ER+/HER2(-) breast cancer were consecutively included for retrospective analysis. The contralateral parenchyma was segmented automatically on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), where upon the average of the top-10% late enhancement was calculated. This contralateral parenchymal enhancement (CPE) was analyzed with respect to routine prognostic models and molecular assays (Nottingham Prognostic Index, Dutch clinical chemotherapy-selection guidelines, 70-gene signature, and 21-gene recurrence score). CPE was split in tertiles and tested for overall and distant diseasefree survival. CPE was adjusted for patient and tumor characteristics, as well as systemic therapy, using inverse probability weighting (IPW). Subanalyses were performed in patients at high risk according to prognostic models and molecular assays. Results: Four-hundred-and-fifteen patients were included, constituting the same group in which the association between CPE and survival was discovered. Median follow-up was 85 months, 34/415(8%) patients succumbed. After IPW-adjustment for patient and tumor characteristics, patients with high CPE had significantly better overall survival than those with low CPE in groups at high risk according to the Nottingham Prognostic Index [HR (95% CI): 0.08 (0.00-0.40), P < 0.001]; Dutch clinical guidelines [HR (95% CI): 0.22 (0.00-0.81), P = 0.021]; and 21-gene recurrence score [HR (95% CI): 0.14 (0.00-0.84), P = 0.030]. One group showed a trend [70-gene signature: HR (95% CI): 0.25 (0.00-1.02), P = 0.054]. Conclusions: In patients at high risk based on the tumor, subgroups at relatively low risk were identified using pretreatment enhancement of the stroma on breast DCE-MRI. (C) 2017 AACR.
引用
收藏
页码:6505 / 6515
页数:11
相关论文
共 49 条
[1]  
[Anonymous], BREAST CANC RES
[2]  
[Anonymous], 2009, International statistical classification of diseases and related health problems
[3]   MRI Background Parenchymal Enhancement Is Not Associated with Breast Cancer [J].
Bennani-Baiti, Barbara ;
Dietzel, Matthias ;
Baltzer, Pascal Andreas .
PLOS ONE, 2016, 11 (07)
[4]   HISTOLOGICAL GRADING AND PROGNOSIS IN BREAST CANCER - A STUDY OF 1409 CASES OF WHICH 359 HAVE BEEN FOLLOWED FOR 15 YEARS [J].
BLOOM, HJG ;
RICHARDSON, WW .
BRITISH JOURNAL OF CANCER, 1957, 11 (03) :359-&
[5]   Breast Tissue Composition and Susceptibility to Breast Cancer [J].
Boyd, Norman F. ;
Martin, Lisa J. ;
Bronskill, Michael ;
Yaffe, Martin J. ;
Duric, Neb ;
Minkin, Salomon .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2010, 102 (16) :1224-1237
[6]   70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer [J].
Cardoso, F. ;
van't Veer, L. J. ;
Bogaerts, J. ;
Slaets, L. ;
Viale, G. ;
Delaloge, S. ;
Pierga, J. -Y. ;
Brain, E. ;
Causeret, S. ;
DeLorenzi, M. ;
Glas, A. M. ;
Golfinopoulos, V. ;
Goulioti, T. ;
Knox, S. ;
Matos, E. ;
Meulemans, B. ;
Neijenhuis, P. A. ;
Nitz, U. ;
Passalacqua, R. ;
Ravdin, P. ;
Rubio, I. T. ;
Saghatchian, M. ;
Smilde, T. J. ;
Sotiriou, C. ;
Stork, L. ;
Straehle, C. ;
Thomas, G. ;
Thompson, A. M. ;
van der Hoeven, J. M. ;
Vuylsteke, P. ;
Bernards, R. ;
Tryfonidis, K. ;
Rutgers, E. ;
Piccart, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (08) :717-729
[7]   Background Parenchymal Enhancement of the Contralateral Normal Breast: Association with Tumor Response in Breast Cancer Patients Receiving Neoadjuvant Chemotherapy [J].
Chen, Jeon Hor ;
Yu, Hon J. ;
Hsu, Christine ;
Mehta, Rita S. ;
Carpenter, Philip M. ;
Su, Min Ying .
TRANSLATIONAL ONCOLOGY, 2015, 8 (03) :204-209
[8]   Background parenchymal enhancement in the contralateral normal breast of patients undergoing neoadjuvant chemotherapy measured by DCE-MRI [J].
Chen, Jeon-Hor ;
Yu, Hon ;
Lin, Muqing ;
Mehta, Rita S. ;
Su, Min-Ying .
MAGNETIC RESONANCE IMAGING, 2013, 31 (09) :1465-1478
[9]   Background Parenchymal Enhancement on Preoperative Magnetic Resonance Imaging Association With Recurrence-Free Survival in Breast Cancer Patients Treated With Neoadjuvant Chemotherapy [J].
Choi, Ji Soo ;
Ko, Eun Sook ;
Ko, Eun Young ;
Han, Boo-Kyung ;
Nam, Seok Jin .
MEDICINE, 2016, 95 (09)
[10]   A comparison of inclusive and restrictive strategies in modern missing data procedures [J].
Collins, LM ;
Schafer, JL ;
Kam, CM .
PSYCHOLOGICAL METHODS, 2001, 6 (04) :330-351