Non-invasive Assessment of Liver Disease in Rats Using Multiparametric Magnetic Resonance Imaging: A Feasibility Study
bioRxiv (Cold Spring Harbor Laboratory)(2018)
摘要
Background & Aims Non-invasive quantitation of chronic liver disease using multiparametric MRI has the potential to refine clinical care pathways, trial design and preclinical drug development. The aim of the study was to evaluate the use of multiparametric liver MRI in experimental rat models of chronic liver disease. Methods : Liver injury was induced in male wild-type Sprague-Dawley rats using 4 or 12 weeks carbon tetrachloride (CCl4) intoxication and 4 or 8 weeks methionine and choline deficient (MCD) diet. Liver MRI was performed using a 7.0 Tesla small animal scanner at baseline and specified timepoints after liver injury. Multiparametric liver MRI parameters (T1 mapping, T2* mapping and proton density fat fraction (PDFF)) were correlated with gold standard histopathological measures, assessed by a blinded expert adjudicator. One-way analysis of variance with Tukey’s post-hoc test was used to assess differences between groups and Spearman’s rank-order correlation to examine associations.
Results Mean hepatic T1 increased significantly in rats treated with CCl4 for 12 weeks compared to controls (1122±78 ms vs. 959±114 ms; d=162.7, 95% CI (11.92, 313.4), P =0.038) and correlated strongly with histological collagen content (rs=0.717, P =0.037). In MCD diet-treated rats, hepatic PDFF correlated strongly with histological fat content (rs=0.819, P <0.0001), steatosis grade (rs=0.850, P <0.0001) and steatohepatitis score (rs=0.818, P <0.0001). Although there was minimal histological iron, progressive fat accumulation in MCD diet-treated liver significantly shortened T2*.
Conclusions In preclinical models, quantitative MRI markers correlated with histopathological assessments, especially for fatty liver disease. Validation in longitudinal studies is required.
Key points
Abbreviations
:
ALT/AST
: Alanine/aspartate aminotransferase
ANOVA
: One-way analysis of variance
CCl4
: Carbon tetrachloride
CDAA
: Choline-deficient, l-amino acid-defined
CLD
: Chronic liver disease
CPA
: Collagen proportionate area
CV
: Coefficient of variation
H&E
: Hematoxylin and eosin
i.p.
: Intraperitoneal
MCD
: Methionine choline deficient
MRE
: Magnetic resonance elastography
MRI
: Magnetic resonance imaging
MRS
: Magnetic resonance spectroscopy
ms
: Millisecond
N(m)AS
: NAFLD (model) Activity Score
NAFLD
: Non-alcoholic fatty liver disease (NAFLD)
NASH
: Non-alcoholic steatohepatitis (NASH)
OO
: Olive oil
ORO
: Oil Red O
PDFF
: Proton density fat fraction
PRESS
: Point RESolved Spectroscopy
ROI
: Region of interest
SD
: Standard deviation
α-SMA
: Alpha-smooth muscle actin
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关键词
multiparametric magnetic resonance imaging,liver disease,magnetic resonance imaging,magnetic resonance,non-invasive
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