Prospective Evaluation of Virtual MR Elastography With Diffusion‐Weighted Imaging in Subjects With Nonalcoholic Fatty Liver Disease

Background Non‐alcoholic fatty liver disease (NAFLD) is increasingly common worldwide and can lead to the development of cirrhosis, liver failure and cancer. Virtual magnetic resonance elastography (VMRE), which is based on a shifted apparent diffusion coefficient (sADC), is a potential noninvasive...

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Bibliographic Details
Published in:Journal of magnetic resonance imaging 2022-11, Vol.56 (5), p.1448-1456
Main Authors: Hanniman, Elyisha, Costa, Andreu F., Bowen, Chris V., Abdolell, Mohamed, Stueck, Ashley, McLeod, Magnus, Peltekian, Kevork, Rioux, James, Clarke, Sharon E.
Format: Article
Language:English
Subjects:
Adult
Aged
Biopsy
Cirrhosis
Cross-Sectional Studies
Diffusion
Diffusion coefficient
diffusion‐weighted imaging
Elasticity Imaging Techniques - methods
Evaluation
Fatty liver
Fibrosis
Field strength
Humans
Least squares method
Liver
Liver - diagnostic imaging
Liver - pathology
Liver cancer
Liver cirrhosis
Liver Cirrhosis - diagnostic imaging
Liver Cirrhosis - pathology
Liver diseases
liver fibrosis
Magnetic resonance
magnetic resonance elastography
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Male
Middle Aged
Non-alcoholic Fatty Liver Disease - diagnostic imaging
Non-alcoholic Fatty Liver Disease - pathology
nonalcoholic fatty liver disease
Proton density (concentration)
Protons
Shear modulus
Statistical analysis
Statistical tests
Steatosis
Stiffness
Variance analysis
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Summary:Background Non‐alcoholic fatty liver disease (NAFLD) is increasingly common worldwide and can lead to the development of cirrhosis, liver failure and cancer. Virtual magnetic resonance elastography (VMRE), which is based on a shifted apparent diffusion coefficient (sADC), is a potential noninvasive method to assess liver fibrosis without the specialized hardware and expertise required to implement traditional MR elastography (MRE). Although hepatic steatosis is known to confound ADC measurements, previous studies using VMRE have not corrected for hepatic fat fraction. Purpose To compare VMRE, corrected for the confounding effects of unsuppressed fat signal, to MRE and biopsy in subjects with suspected NAFLD. Study Type Prospective, cross‐sectional. Population A total of 49 adult subjects with suspected NAFLD (18 male; median age 55 years, range 33–74 years) who underwent liver biopsy. Field strength/Sequence  3T, diffusion‐weighted spin echo planar, chemical‐shift encoded (IDEAL IQ) and MRE sequences. Assessment Two observers drew regions of interest on sADC, proton density fat fraction and MRE‐derived stiffness maps. Fat‐corrected sADC values were used to calculate the diffusion‐based shear modulus according to the VMRE method. Predicted fibrosis stage for MRE and VMRE was determined using previously published cut‐off values. Statistical Tests The relationship between VMRE and MRE was assessed with least‐squares linear regression (coefficient of determination, R2). Agreement between MRE and VMRE‐predicted fibrosis stage was evaluated with a kappa coefficient and accuracy compared using McNemar's test. A one‐way ANOVA determined if the fat‐corrected sADC (VMRE) and MRE differed by fibrosis stage. A P value 
ISSN:1053-1807
1522-2586
DOI:10.1002/jmri.28154