Associations between histologic features of nonalcoholic fatty liver disease (NAFLD) and quantitative diffusion-weighted MRI measurements in adults

被引:67
作者
Murphy, Paul [1 ]
Hooker, Jonathan [1 ]
Ang, Brandon [2 ]
Wolfson, Tanya [3 ]
Gamst, Anthony [3 ]
Bydder, Mark [1 ]
Middleton, Michael [1 ]
Peterson, Michael [4 ]
Behling, Cynthia [5 ]
Loomba, Rohit [2 ,6 ]
Sirlin, Claude [1 ]
机构
[1] Univ Calif San Diego, Dept Radiol, Liver Imaging Grp, San Diego, CA 92103 USA
[2] Univ Calif San Diego, Dept Med, Div Gastroenterol, NAFLD Translat Res Unit, San Diego, CA 92103 USA
[3] San Diego Supercomp Ctr, Computat & Appl Stat Lab, San Diego, CA USA
[4] Western Washington Pathol, Tacoma, WA USA
[5] Pacific Rim Pathol, San Diego, CA USA
[6] Univ Calif San Diego, Dept Family & Preventat Med, Div Epidemiol, San Diego, CA 92103 USA
关键词
liver; diffusion; NAFLD; NASH; DWI; IVIM; HEPATIC STEATOSIS; MOTION; PERFUSION; MODEL; STEATOHEPATITIS; COEFFICIENT; DIAGNOSIS; CIRRHOSIS; FIBROSIS; FRACTION;
D O I
10.1002/jmri.24755
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
PurposeTo investigate in adults the associations between histologic features of nonalcoholic fatty liver disease (NAFLD) and quantitative measures derived from diffusion-weighted imaging (DWI). Materials and MethodsEighty-nine adults undergoing standard-of-care liver biopsy for NAFLD were recruited for DWI. Biopsies were scored for histologic features of NAFLD. DWI was performed using b-values of 0, 100, and 500 s/mm(2). Images were reconstructed using either conventional magnitude averaging (CMA) or a method to address bulk motion artifacts (Beta*LogNormal, BLN). The apparent diffusion coefficient (ADC) and the diffusivity (D) and perfusion fraction (F) of the intravoxel incoherent motion (IVIM) model were measured in the right hepatic lobe using both reconstructions. Associations between histologic features and DWI-derived measures were tested statistically with several methods including multiple linear regression. ResultsUsing CMA and BLN reconstructions, respectively, the means (and ranges) were 1.7 (1.1-3.5) and 1.4 (1.0-3.2) x 10(-3)mm(2)/s for ADC, 1.1 (0.84-1.4) and 0.84 (0.53-1.1) x 10(-3)mm(2)/s for D, and 17 and 18 (2.3-35)% for F. For both reconstruction methods, D decreased with steatosis and F decreased with fibrosis (P < 0.05). ADC was not independently associated with any histologic feature. ConclusionSteatosis and fibrosis have significant independent effects on D and F in adults undergoing biopsy for NAFLD. J. Magn. Reson. Imaging 2015;41:1629-1638. (c) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:1629 / 1638
页数:10
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