Assessment of Nonalcoholic Fatty Liver Disease in Rats Using Quantitative Dynamic Contrast-Enhanced MRI

被引:10
作者
Wu, Zhuo [1 ]
Cheng, Zi-Liang [1 ]
Yi, Zhi-Long [1 ]
Xie, Ming-Wei [1 ]
Zeng, Hong [2 ]
Lu, Lie-Jing [1 ]
Xu, Xiao [3 ]
Shen, Jun [1 ]
机构
[1] Sun Yat Sen Univ, Dept Radiol, Sun Yat Sen Mem Hosp, 107 Yanjiang Rd West, Guangzhou 510120, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Dept Pathol, Sun Yat Sen Mem Hosp, Guangzhou, Guangdong, Peoples R China
[3] GE Healthcare, Shanghai, Peoples R China
关键词
MAGNETIC-RESONANCE ELASTOGRAPHY; XENON COMPUTED-TOMOGRAPHY; TISSUE BLOOD-FLOW; HEPATIC STEATOSIS; CLINICAL-APPLICATIONS; INITIAL-EXPERIENCE; DCE-MRI; FIBROSIS; MODEL; PROGRESSION;
D O I
10.1002/jmri.25455
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 evaluate the usefulness of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in the assessment of nonalcoholic fatty liver disease (NAFLD) severity. Materials and Methods: Liver DCE-MRI at 3.0T was performed in 36 adult Sprague Dawley rats with methionine choline-deficient diet-induced NAFLD and 10 untreated control rats. Pharmacokinetic parameters of DCE-MRI including '<trans, Kep, V Vp, and hepatic portal index (HPoI) were measured using the dual-input extended Tofts model. Animals were categorized as normal (n 10), simple steatosis (SS, n = 11), borderline nonalcoholic steatohepatitis (bNASH, n 20), and NASH (n 5) subgroups according to the NAFLD activity score system, and classified into FO (n 24), F1 (n = 11), F2 (n = 7), and F3 (n = 4) subgroups according to an established scoring system. DCE-MRI parameters were compared. Receiver operating characteristic analyses were performed to assess the diagnostic performance of various DCE-MRI parameters in grading NAFLD activity and staging liver fibrosis. Results: K-trans and HPoI were elevated with increasing severity of NAFLD activity and increased fibrosis stage. The areas under the receiver operating characteristic curve (AUROCs) of HPoI ranged from 0.895-0.951 for discriminating between different grades of NAFLD activity, and the AUROC was 0.852 for discriminating FO stage from overall F1 F3 stages. The AUROC of K-trans for discriminating non-NASH from bNASH and NASH groups was 0.968, and 0.898 for discriminating between normal and overall fibrosis groups. Conclusion: DCE-MRI may play a role in assessing NAFLD severity.
引用
收藏
页码:1485 / 1493
页数:9
相关论文
共 40 条
[1]   The histological course of nonalcoholic fatty liver disease: a longitudinal study of 103 patients with sequential liver biopsies [J].
Adams, LA ;
Sanderson, S ;
Lindor, KD ;
Angulo, P .
JOURNAL OF HEPATOLOGY, 2005, 42 (01) :132-138
[2]   LIVER PERFUSION STUDIED WITH ULTRAFAST CT [J].
BLOMLEY, MJK ;
COULDEN, R ;
DAWSON, P ;
KORMANO, M ;
DONLAN, P ;
BUFKIN, C ;
LIPTON, MJ .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (03) :424-433
[3]   DCE-MRI: a review and applications in veterinary oncology [J].
Boss, M. Keara ;
Muradyan, N. ;
Thrall, D. E. .
VETERINARY AND COMPARATIVE ONCOLOGY, 2013, 11 (02) :87-100
[4]   Dynamic contrast-enhanced magnetic resonance imaging with Gd-EOB-DTPA for the evaluation of liver fibrosis in chronic hepatitis patients [J].
Chen, Bang-Bin ;
Hsu, Chao-Yu ;
Yu, Chih-Wei ;
Wei, Shwu-Yuan ;
Kao, Jia-Horng ;
Lee, Hsuan-Shu ;
Shih, Tiffany Ting-Fang .
EUROPEAN RADIOLOGY, 2012, 22 (01) :171-180
[5]  
Day C P, 2005, Gastroenterology, V129, P375, DOI 10.1053/j.gastro.2005.05.041
[6]   Non-alcoholic fatty liver disease: The mist gradually clears [J].
de Alwis, Nimantha Mark Wilfred ;
Day, Christopher Paul .
JOURNAL OF HEPATOLOGY, 2008, 48 :S104-S112
[7]   Long-term follow-up of patients with NAFLD and elevated liver enzymes [J].
Ekstedt, Mattias ;
Franzen, Lennart E. ;
Mathiesen, Ulrik L. ;
Thorelius, Lars ;
Holmqvist, Marika ;
Bodemar, Goran ;
Kechagias, Stergios .
HEPATOLOGY, 2006, 44 (04) :865-873
[8]   Model selection in measures of vascular parameters using dynamic contrast-enhanced MRI: experimental and clinical applications [J].
Ewing, James R. ;
Bagher-Ebadian, Hassan .
NMR IN BIOMEDICINE, 2013, 26 (08) :1028-1041
[9]   MR Imaging of Liver Fibrosis: Current State of the Art [J].
Faria, Silvana C. ;
Ganesan, Karthik ;
Mwangi, Irene ;
Shiehmorteza, Masoud ;
Viamonte, Barbara ;
Mazhar, Sameer ;
Peterson, Michael ;
Kono, Yuko ;
Santillan, Cynthia ;
Casola, Giovanna ;
Sirlin, Claude B. .
RADIOGRAPHICS, 2009, 29 (06) :1615-1636
[10]   Nonalcoholic fatty liver disease: From steatosis to cirrhosis [J].
Farrell, GC ;
Larter, CZ .
HEPATOLOGY, 2006, 43 (02) :S99-S112