Intravoxel Incoherent Motion (IVIM)Derived Parameters in Diffusion-Weighted MRI: Associations With Prognostic Factors in Invasive Ductal Carcinoma

被引:41
作者
Lee, Youn Joo [1 ]
Kim, Sung Hun [2 ]
Kang, Bong Joo [2 ]
Kang, Young Jee [3 ]
Yoo, Heesoo [3 ]
Yoo, Jaewan [3 ]
Lee, Jaeun [3 ]
Son, Yo Han [4 ]
Grimm, Robert [5 ]
机构
[1] Daejeon St Marys Hosp, Dept Radiol, Seoul, South Korea
[2] Seoul St Marys Hosp, Seoul, South Korea
[3] Catholic Univ Korea, Coll Med, Seoul, South Korea
[4] Siemens Healthcare, Seoul, South Korea
[5] Siemens Healthcare, Erlangen, Germany
关键词
BREAST-CANCER; HISTOGRAM ANALYSIS; GROWTH-FACTOR; BLOOD-FLOW; TUMOR; ESTROGEN; DIFFERENTIATION; BENIGN; VALUES; IVIM;
D O I
10.1002/jmri.25514
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 investigate relationships between intravoxel incoherent motion (IVIM) metrics of invasive ductal carcinoma of the breast and prognostic factors. Materials and Methods: This retrospective study included a total of 82 masses from 72 patients who underwent 3T breast magnetic resonance imaging (MRI) and diffusion-weighted imaging. IVIM metrics of tissue diffusivity (D-slow), pseudodiffusivity (D-fast), and perfusion fraction (D-pf) were measured using histogram analysis for whole lesion volumes. We evaluated relationships between IVIM metrics and prognostic factors or subtypes of invasive ductal carcinoma. Results: The D-slow 50th, 75th and 90th percentile metrics were reduced in the estrogen receptor (ER)-positive group compared with the ER-negative group (individually, P = 0.044, 0.024, 0.045). Additionally, the Dslow 75th percentile value was a significant differentiator of histologic grade, tumor subtype, and Ki-67 grouping (individually, P = 0.024, 0.049, 0.016). The D-pf mean, 75th, 90th percentile, skewness, and kurtosis metrics were correlated with the size of ductal carcinoma in situ (DCIS) component (individually, P = 0.034, 0.032, 0.027, 0.013, 0.013). Conclusion: The D-slow metrics differentiated between ER-positive and-negative groups, and the D-pf metrics were associated with the size of the DCIS component.
引用
收藏
页码:1394 / 1406
页数:13
相关论文
共 37 条
[1]  
[Anonymous], ANN ONCOL
[2]   Descriptive analysis of estrogen receptor (ER)negative, progesterone receptor (PR)-negative, and HER2-negative invasive breast cancer, the so-called triple-negative phenotype - A population-based study from the California Cancer Registry [J].
Bauer, Katrina R. ;
Brown, Monica ;
Cress, Rosemary D. ;
Parise, Carol A. ;
Caggiano, Vincent .
CANCER, 2007, 109 (09) :1721-1728
[3]  
BLACK R, 1983, CLIN ONCOL, V9, P311
[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]   Intravoxel Incoherent Motion Diffusion-Weighted MRI at 3.0 T Differentiates Malignant Breast Lesions From Benign Lesions and Breast Parenchyma [J].
Bokacheva, Louisa ;
Kaplan, Jennifer B. ;
Giri, Dilip D. ;
Patil, Sujata ;
Gnanasigamani, Merlin ;
Nyman, C. Gregory ;
Deasy, Joseph O. ;
Morris, Elizabeth A. ;
Thakur, Sunitha B. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, 40 (04) :813-823
[6]   Evaluation of breast cancer using intravoxel incoherent motion (IVIM) histogram analysis: comparison with malignant status, histological subtype, and molecular prognostic factors [J].
Cho, Gene Young ;
Moy, Linda ;
Kim, Sungheon G. ;
Baete, Steven H. ;
Moccaldi, Melanie ;
Babb, James S. ;
Sodickson, Daniel K. ;
Sigmund, Eric E. .
EUROPEAN RADIOLOGY, 2016, 26 (08) :2547-2558
[7]   Tumor-stroma ratio in the primary tumor is a prognostic factor in early breast cancer patients, especially in triple-negative carcinoma patients [J].
de Kruijf, Esther M. ;
van Nes, Johanna G. H. ;
de Velde, Cornelis J. H. van ;
Putter, Hein ;
Smit, Vincent T. H. B. M. ;
Liefers, Gerrit Jan ;
Kuppen, Peter J. K. ;
Tollenaar, Rob A. E. M. ;
Mesker, Wilma E. .
BREAST CANCER RESEARCH AND TREATMENT, 2011, 125 (03) :687-696
[8]   On the meaning and use of kurtosis [J].
DeCarlo, LT .
PSYCHOLOGICAL METHODS, 1997, 2 (03) :292-307
[9]   Expression of estrogen receptor-α and Ki67 in relation to pathological and molecular features in early-onset infiltrating ductal carcinoma [J].
Ding, SL ;
Sheu, LF ;
Yu, JC ;
Yang, TL ;
Cheng, BF ;
Leu, FJ ;
Shen, CY .
JOURNAL OF BIOMEDICAL SCIENCE, 2004, 11 (06) :911-919
[10]   Subtype Differentiation of Renal Tumors Using Voxel-Based Histogram Analysis of Intravoxel Incoherent Motion Parameters [J].
Gaing, Byron ;
Sigmund, Eric E. ;
Huang, William C. ;
Babb, James S. ;
Parikh, Nainesh S. ;
Stoffel, David ;
Chandarana, Hersh .
INVESTIGATIVE RADIOLOGY, 2015, 50 (03) :144-152