Volumetric Apparent Diffusion Coefficient Histogram Analysis in Differentiating Intrahepatic Mass-Forming Cholangiocarcinoma From Hepatocellular Carcinoma

被引:29
作者
Zou, Xianlun [1 ]
Luo, Yan [1 ]
Li, Zhen [1 ]
Hu, Yao [1 ]
Li, Haojie [1 ]
Tang, Hao [1 ]
Shen, Yaqi [1 ]
Hu, Daoyu [1 ]
Kamel, Ihab R. [2 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Dept Radiol, Tongji Med Coll, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
[2] Johns Hopkins Med Inst, Russell H Morgan Dept Radiol & Radiol Sci, 600 N Wolfe St, Baltimore, MD 21205 USA
基金
中国国家自然科学基金;
关键词
magnetic resonance imaging; apparent diffusion coefficient; cholangiocarcinoma; hepatocellular carcinoma; histogram analysis; FOCAL LIVER-LESIONS; RADIOFREQUENCY ABLATION; HEPATIC RESECTION; CIRRHOSIS; DIAGNOSIS; DWI; CM; GUIDELINES; MANAGEMENT; VALUES;
D O I
10.1002/jmri.26253
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 Accurate differentiation between intrahepatic mass-forming cholangiocarcinoma (IMCC) and hepatocellular carcinoma (HCC) is needed because treatment and prognosis differ significantly. Purpose To explore whether volumetric apparent diffusion coefficient (ADC) histogram analysis can provide additional value to dynamic enhanced MRI in differentiating IMCC from HCC. Study Type Retrospective. Population In all, 131 patients with pathologically proven IMCC (n = 33) or HCC (n = 98). Field Strength/Sequence 3.0T MRI/conventional T-1-weighted imaging (T1WI), T2WI, and diffusion-weighted imaging (DWI) with b value of 800 sec/mm(2), dynamic enhanced MRI with gadobenate dimeglumine. Assessment Dynamic enhanced MR images were analyzed by two independent reviewers using a five-point scale to determine the diagnosis. Volumetric ADC assessments were performed independently by two radiologists to obtain different histogram parameters for each lesion. Quantitative histogram parameters were compared between the IMCC group and HCC group. Diagnostic performance of dynamic enhanced MRI, volumetric ADC histogram analysis, and the combination of both were analyzed. Statistical Tests Intraclass correlation coefficient (ICC) analysis, independent Student's t-test, or Mann-Whitney U-test, receiver operator characteristic (ROC) curves analysis, and McNemar test. Results The sensitivity and specificity for dynamic enhanced MRI to differentiate IMCC from HCC were 82.1% and 82.6%, respectively. For all volumetric ADC histogram parameters, the 75th percentile ADC (ADC(75%)) had the highest AUC (0.791) in differentiating IMCC from HCC, with sensitivity and specificity of 69.7% and 77.6%, respectively. When combining dynamic enhanced MRI with ADC(75%), the sensitivity and specificity were 82.1% and 91.9%, respectively. Compared to dynamic enhanced MRI alone, the specificity for combined dynamic enhanced MRI and ADC(75%) was significantly increased (P = 0.008). Data Conclusion Volumetric ADC histogram analysis provides additional value to dynamic enhanced MRI in differentiating IMCC from HCC.
引用
收藏
页码:975 / 983
页数:9
相关论文
共 38 条
[1]  
American College of Radiology, CT MR LIV IM REP DAT
[2]   Arterial blood supply of hepatocellular carcinoma and histologic grading: Radiologic-pathologic correlation [J].
Asayama, Yoshiki ;
Yoshimitsu, Kengo ;
Nishihara, Yunosuke ;
Irie, Hiroyuki ;
Aishima, Shinichi ;
Taketomi, Akinobu ;
Honda, Hiroshi .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2008, 190 (01) :W28-W34
[3]   Distinguishing intrahepatic cholangiocarcinoma from poorly differentiated hepatocellular carcinoma using precontrast and gadoxetic acid-enhanced MRI [J].
Asayama, Yoshiki ;
Nishie, Akihiro ;
Ishigami, Kousei ;
Ushijima, Yasuhiro ;
Takayama, Yukihisa ;
Fujita, Nobuhiro ;
Kubo, Yuichiro ;
Aishima, Shinichi ;
Shirabe, Ken ;
Yoshiura, Takashi ;
Honda, Hiroshi .
DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY, 2015, 21 (02) :96-104
[4]   Focal liver lesions: MR imaging-pathologic correlation [J].
Bartolozzi, C ;
Cioni, D ;
Donati, F ;
Lencioni, R .
EUROPEAN RADIOLOGY, 2001, 11 (08) :1374-1388
[5]   Guidelines for the diagnosis and management of intrahepatic cholangiocarcinoma [J].
Bridgewater, John ;
Galle, Peter R. ;
Khan, Shahid A. ;
Llovet, Josep M. ;
Park, Joong-Won ;
Patel, Tushar ;
Pawlik, Timothy M. ;
Gores, Gregory J. .
JOURNAL OF HEPATOLOGY, 2014, 60 (06) :1268-1289
[6]   Focal Liver Lesions Classification and Characterization: What Value Do DWI and ADC Have? [J].
Calistri, Linda ;
Castellani, Alessandro ;
Matteuzzi, Benedetta ;
Mazzoni, Elisa ;
Pradella, Silvia ;
Colagrande, Stefano .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2016, 40 (05) :701-708
[7]   Intrahepatic Cholangiocarcinoma in Patients with Cirrhosis: Differentiation from Hepatocellular Carcinoma by Using Gadoxetic Acid-enhanced MR Imaging and Dynamic CT [J].
Choi, Sang Hyun ;
Lee, Seung Soo ;
Kim, So Yeon ;
Park, So Hyun ;
Park, Seong Ho ;
Kim, Kang Mo ;
Hong, Seung-Mo ;
Yu, Eunsil ;
Lee, Moon-Gyu .
RADIOLOGY, 2017, 282 (03) :771-781
[8]   Varying Appearances of Cholangiocarcinoma: Radiologic-Pathologic Correlation [J].
Chung, Yong Eun ;
Kim, Myeong-Jin ;
Park, Young Nyun ;
Choi, Jin-Young ;
Pyo, Ju Yeon ;
Kim, Young Chul ;
Cho, Hyeon Je ;
Kim, Kyung Ah ;
Choi, Sun Young .
RADIOGRAPHICS, 2009, 29 (03) :683-700
[9]   Prostate Cancer Aggressiveness: Assessment with Whole-Lesion Histogram Analysis of the Apparent Diffusion Coefficient [J].
Donati, Olivio F. ;
Mazaheri, Yousef ;
Afaq, Asim ;
Vargas, Hebert A. ;
Zheng, Junting ;
Moskowitz, Chaya S. ;
Hricak, Hedvig ;
Akin, Oguz .
RADIOLOGY, 2014, 271 (01) :143-152
[10]   Whole-Lesion Histogram Analysis of the Apparent Diffusion Coefficient: Evaluation of the Correlation With Subtypes of Mucinous Breast Carcinoma [J].
Guo, Yuan ;
Kong, Qing-cong ;
Zhu, Ye-qing ;
Liu, Zhen-zhen ;
Peng, Ling-rong ;
Tang, Wen-Jie ;
Yang, Rui-meng ;
Xie, Jia-jun ;
Liu, Chun-ling .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 47 (02) :391-400