Prognostic value of DCE-MRI in breast cancer patients undergoing neoadjuvant chemotherapy: a comparison with traditional survival indicators

被引:48
作者
Pickles, Martin D. [1 ]
Lowry, Martin [1 ]
Manton, David J. [2 ]
Turnbull, Lindsay W. [1 ]
机构
[1] Univ Hull, Hull Royal Infirm, Hull York Med Sch, Ctr Magnet Resonance Invest, Kingston Upon Hull HU3 2JZ, N Humberside, England
[2] Hull & East Yorkshire Hosp NHS Trust, Dept Radiat Phys, Kingston Upon Hull HU16 5JQ, N Humberside, England
关键词
Breast cancer; DCE-MRI; Magnetic resonance imaging; Prognosis; Survival; CONTRAST-ENHANCED MRI; PREDICT SURVIVAL; DISEASE-FREE; PARAMETERS; ASSOCIATION;
D O I
10.1007/s00330-014-3502-5
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
To determine associations between dynamic contrast-enhanced MR imaging (DCE-MRI) parameters and survival intervals in patients with locally advanced breast cancer treated with neoadjuvant chemotherapy (NAC), surgery, and adjuvant therapies. Further, to compare the prognostic value of DCE-MRI parameters against traditional survival indicators. DCE-MRI and MR tumour volume measures were obtained prior to treatment and post 2nd NAC cycle. To demonstrate which parameters were associated with survival, Cox's proportional hazards models (CPHM) were employed. To avoid over-parameterisation, only those MR parameters with at least a borderline significant result were entered into the final CPHM. When considering disease-free survival positive axillary nodal status (hazard ratio [HR] 6.79), younger age (HR 3.37), negative oestrogen receptor status (HR 3.24), pre-treatment Maximum Enhancement Index (MaxEI) (HR 6.51), and percentage change in MaxEI (HR 1.02) represented the retained CPHM covariates. Similarly, positive axillary nodal status (HR 11.47), negative progesterone receptor status (HR 4.37) and percentage change in AUC(90) (HR 1.01) represented the retained predictive variables for overall survival. Multivariate survival analysis has demonstrated that DCE-MRI parameters obtained prior to NAC and/or post 2nd cycle can provide independent prognostic information that can complement traditional prognostic indicators available prior to treatment. MR-derived DCE-MRI parameters obtained prior to treatment have prognostic value. Early treatment-induced reductions in DCE-MRI parameters represents a positive prognostic indicator. DCE-MRI parameters provide independent prognostic information that can complement traditional prognostic indicators.
引用
收藏
页码:1097 / 1106
页数:10
相关论文
共 19 条
[1]  
American Cancer Society, 2014, BREAST CANC SURV RAT
[2]   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
[3]   Dissemination and growth of cancer cells in metastatic sites [J].
Chambers, AF ;
Groom, AC ;
MacDonald, IC .
NATURE REVIEWS CANCER, 2002, 2 (08) :563-572
[4]   Current approaches for neoadjuvant chemotherapy in breast cancer [J].
Connolly, Roisin M. ;
Stearns, Vered .
EUROPEAN JOURNAL OF PHARMACOLOGY, 2013, 717 (1-3) :58-66
[5]   Association between survival in patients with primary invasive breast cancer and computer aided MRI [J].
Dietzel, Matthias ;
Zoubi, Ramy ;
Vag, Tibor ;
Gajda, Mieczyslaw ;
Runnebaum, Ingo B. ;
Kaiser, Werner A. ;
Baltzer, Pascal A. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2013, 37 (01) :146-155
[6]   Assessing changes in tumour vascular function using dynamic contrast-enhanced magnetic resonance imaging [J].
Hayes, C ;
Padhani, AR ;
Leach, MO .
NMR IN BIOMEDICINE, 2002, 15 (02) :154-163
[7]   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 [J].
Heldahl, Mariann G. ;
Bathen, Tone F. ;
Rydland, Jana ;
Kvistad, Kjell A. ;
Lundgren, Steinar ;
Gribbestad, Ingrid S. ;
Goa, Pal E. .
ACTA RADIOLOGICA, 2010, 51 (06) :604-612
[8]   Predicting Survival and Early Clinical Response to Primary Chemotherapy for Patients With Locally Advanced Breast Cancer Using DCE-MRI [J].
Johansen, Roar ;
Jensen, Line R. ;
Rydand, Jana ;
Goa, Pal E. ;
Kvistad, Kjell A. ;
Bathen, Tone F. ;
Axelson, David E. ;
Lundgren, Steinar ;
Gribbestad, Ingrid S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2009, 29 (06) :1300-1307
[9]   MRI Enhancement in Stromal Tissue Surrounding Breast Tumors: Association with Recurrence Free Survival following Neoadjuvant Chemotherapy [J].
Jones, Ella F. ;
Sinha, Sumedha P. ;
Newitt, David C. ;
Klifa, Catherine ;
Kornak, John ;
Park, Catherine C. ;
Hylton, Nola M. .
PLOS ONE, 2013, 8 (05)
[10]   Recommendations from an international expert panel on the use of neoadjuvant (primary) systemic treatment of operable breast cancer: An update [J].
Kaufmann, M ;
Hortobagyi, GN ;
Goldhirsch, A ;
Scholl, S ;
Makris, A ;
Valagussa, P ;
Blohmer, JU ;
Eiermann, W ;
Jackesz, R ;
Jonat, W ;
Lebeau, A ;
Loibl, S ;
Miller, W ;
Seeber, S ;
Semiglazov, V ;
Smith, R ;
Souchon, R ;
Stearns, V ;
Untch, M ;
von Minckwitz, G .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (12) :1940-1949