Association of DW/DCE-MRI features with prognostic factors in breast cancer

被引:8
作者
Shao, Guoliang [1 ]
Fan, Linyin [1 ]
Zhang, Juan [1 ]
Dai, Gang [1 ]
Xie, Tieming [1 ]
机构
[1] Zhejiang Canc Hosp, Dept Radiol, 38 Guangji Rd, Hangzhou 310022, Zhejiang, Peoples R China
关键词
Breast cancer; Dynamic contrast-enhanced imaging; Diffusion-weighted imaging; Apparent diffusion coefficient; Molecular prognosis factors; APPARENT DIFFUSION-COEFFICIENT; WEIGHTED MAGNETIC-RESONANCE; CONTRAST-ENHANCED MRI; B-VALUES; LESIONS; SUBTYPES; DIFFERENTIATION; CLASSIFICATION; MAMMOGRAPHY; BIOMARKERS;
D O I
10.5301/jbm.5000230
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Through analyzing apparent diffusion coefficient (ADC) values and morphological evaluations, this research aimed to study how magnetic resonance imaging (MRI)-based breast lesion characteristics can enhance the diagnosis and prognosis of breast cancer. Methods: A total of 118 breast lesions, including 50 benign and 68 malignant lesions, from 106 patients were analyzed. All lesions were measured with both diffusion-weighted (DW) and dynamic contrast-enhanced (DCE) MRI. The average ADC of breast lesions was analyzed at b values of 600, 800 and 1,000 s/mm(2). Lesion margins, lesion enhancement patterns, and dynamic curves were also investigated. The relations between MRI-based features and molecular prognostic factors were evaluated using Spearman's rank correlation analysis. Results: A b value of 800 s/mm(2) was used to distinguish malignant from benign breast lesions, with an ADC cutoff value of 1.365 x 10(-3) mm(2)/s. The average ADC value between invasive ductal carcinoma (IDC) and ductal carcinoma in situ (DCIS) was significantly different. Malignant lesions were more likely to have spiculated margins, heterogeneous enhancement and washout curves. On the other hand, DCIS was more likely to have spiculated margins, heterogeneous/rim enhancement and plateau/washout dynamic curves. A significant negative correlation was found between progesterone receptor (PR) status and dynamic imaging (p = 0.027), while a significant positive correlation was found between Ki-67 status and lesion enhancement (p = 0.045). Conclusions: Both ADC values and MRI morphological assessment could be used to distinguish malignant breast lesions from benign ones.
引用
收藏
页码:E118 / E125
页数:8
相关论文
共 36 条
[1]   Effects of the lifestyle habits in breast cancer transcriptional regulation [J].
Allan Perez-Solis, Marco ;
Maya-Nunez, Guadalupe ;
Casas-Gonzalez, Patricia ;
Olivares, Aleida ;
Aguilar-Rojas, Arturo .
CANCER CELL INTERNATIONAL, 2016, 16
[2]   Assessment of Breast Lesions With Diffusion-Weighted MRI: Comparing the Use of Different b Values [J].
Arantes Pereira, Fernanda Philadelpho ;
Martins, Gabriela ;
Figueiredo, Eduardo ;
Aidar Domingues, Marisa Nassar ;
Domingues, Romeu Cortes ;
Barbosa da Fonseca, Lea Mirian ;
Gasparetto, Emerson Leandro .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (04) :1030-1035
[3]   Quantitative MRI morphology of invasive breast cancer: correlation with immunohistochemical biomarkers and subtypes [J].
Bae, Min Sun ;
Seo, Mirinae ;
Kim, Kwang Gi ;
Park, In-Ae ;
Moon, Woo Kyung .
ACTA RADIOLOGICA, 2015, 56 (03) :269-275
[4]   Diffusion magnetic resonance imaging in breast cancer characterisation: correlations between the apparent diffusion coefficient and major prognostic factors [J].
Belli, Paolo ;
Costantini, Melania ;
Bufi, Enida ;
Giardina, Giuseppe Giovanni ;
Rinaldi, Pierluigi ;
Franceschini, Gianluca ;
Bonomo, Lorenzo .
RADIOLOGIA MEDICA, 2015, 120 (03) :268-276
[5]   Breast cancer - one term, many entities? [J].
Bertos, Nicholas R. ;
Park, Morag .
JOURNAL OF CLINICAL INVESTIGATION, 2011, 121 (10) :3789-3796
[6]   Diffusion-weighted MR for Differentiation of Breast Lesions at 3.0 T: How Does Selection of Diffusion Protocols Affect Diagnosis? [J].
Bogner, Wolfgang ;
Gruber, Stephan ;
Pinker, Katja ;
Grabner, Guenther ;
Stadlbauer, Andreas ;
Weber, Michael ;
Moser, Ewald ;
Helbich, Thomas H. ;
Trattnig, Siegfried .
RADIOLOGY, 2009, 253 (02) :341-351
[7]   Diagnostic assessment by dynamic contrast-enhanced and diffusion-weighted magnetic resonance in differentiation of breast lesions under different imaging protocols [J].
Cai, Hongmin ;
Liu, Lizhi ;
Peng, Yanxia ;
Wu, Yaopan ;
Li, Li .
BMC CANCER, 2014, 14
[8]   Diffusion-weighted imaging and FDG PET/CT: predicting the prognoses with apparent diffusion coefficient values and maximum standardized uptake values in patients with invasive ductal carcinoma [J].
Choi, Bo Bae ;
Kim, Sung Hun ;
Kang, Bong Joo ;
Lee, Ji Hye ;
Song, Byung Joo ;
Jeong, Seung Hee ;
Yim, Hyeon Woo .
WORLD JOURNAL OF SURGICAL ONCOLOGY, 2012, 10
[9]   Correlation of the apparent diffusion coefficiency values on diffusion-weighted imaging with prognostic factors for breast cancer [J].
Choi, S. Y. ;
Chang, Y-W ;
Park, H. J. ;
Kim, H. J. ;
Hong, S. S. ;
Seo, D. Y. .
BRITISH JOURNAL OF RADIOLOGY, 2012, 85 (1016) :E474-E479
[10]  
Cirri P, 2011, AM J CANCER RES, V1, P482