Comprehensive noninvasive assessment of liver histopathology in nonalcoholic fatty liver disease (NAFLD) via magnetic resonance imaging, cytometry and elastography (MR-ICE)
Project Number5R01EB017197-11
Former Number5R01EB017197-08
Contact PI/Project LeaderYIN, MENG
Awardee OrganizationMAYO CLINIC ROCHESTER
Description
Abstract Text
PROJECT SUMMARY / ABSTRACT
The growing prevalence of nonalcoholic fatty liver disease (NAFLD) creates an imperative to reliably
distinguish between patients with simple steatosis and those with nonalcoholic steatohepatitis (NASH).
However, hepatic inflammation and cellular injury diagnoses often require invasive liver biopsies for
histopathologic staging. There is an urgent need for safe and reliable noninvasive imaging methods for
diagnosing NASH and longitudinal assessing hepatic inflammation and hepatocellular injury to monitor
treatment efficacy. The presence of and severity of steatosis and fiborosis are now well addressed with
chemical shift imaging and magnetic resonance elastography (MRE). Our current cycle of research has
confirmed that MRE-assessed loss modulus is a very promising biomarker for inflammation. In this renewal
application, we propose to continue validation of this biomarker for inflammation and to add noninvasive
assessment of cell injury (ballooning) by introducing a novel MR cytometry modification into the MRE protocol.
The overall goal of this work is to develop and validate multiparametric MR-ICE imaging technologies for fully
assessing disease states during NAFLD evolution, especially inflammation and hepatocellular injury.
• In Aim 1, we will develop the MR-ICE imaging protocol. Fat fraction will be evaluated with a 6-point Dixon
method. A dual-frequency, self-navigating, and hybrid radial-Cartesian 3D vector hepatic MRE technique will
be optimized for characterizing multiple mechanical properties of viscoelasticity and nonlinearity. MRC
sequence and reconstruction will be developed with gradient waveforms and diffusion signal fitting that are
specifically designed for hepatocyte cytometry, with or without simultaneous MRE acquisition.
• In Aim 2, we will perform longitudinal application of the MR-ICE in an in vivo rat model (N=96, diet-induced
NASH). Technical integrity and diagnostic performance will be assessed by comparing multiple in vivo
imaging biomarkers (fat fraction, hepatocyte size, viscoelasticity, nonlinearity) with ex vivo tissue composition
(water and fat contents), dynamic mechanical analysis (DMA) testing and histologic features (steatosis,
inflammation, ballooning, fibrosis), respectively. Statistical models will be trained to diagnose NASH.
• Prior to pilot clinical evaluation, we will aseess the repeatability of MR-ICE biomarkers in 5 controls and 5
clinical patients using a test-retest strategy. Finally, a pilot clinical evaluation in 10 controls and 40 patients
with biopsy-proven NAFLD/NASH will be performed to provide preliminary evidence of the diagnostic
performance of the MR-ICE protocol for staging NAFLD/NASH.
Emerging therapeutic interventions may require life-long treatment, creating the need for more precise non-
invasive methods for identifying those patients who need such interventions. The development of MR-ICE will
make it possible for us and other investigators to advance the precise noninvasive assessment of NASH.
Public Health Relevance Statement
PROJECT NARRATIVE
This research will develop and validate advanced multiparametric imaging technology which combines
magnetic resonance imaging, cytometry and elastography (MR-ICE) to substantially advance noninvasive
characterization of the spectrum histopathologic changes in patients with nonalcoholic fatty liver disease.
Success of the proposed research will provide critically needed noninvasive technology for identifying patients
who have a high risk of developing advanced disease in the nonalcoholic steatohepatitis spectrum, allowing
early therapeutic intervention.
National Institute of Biomedical Imaging and Bioengineering
CFDA Code
286
DUNS Number
006471700
UEI
Y2K4F9RPRRG7
Project Start Date
01-May-2014
Project End Date
31-May-2026
Budget Start Date
01-June-2024
Budget End Date
31-May-2025
Project Funding Information for 2024
Total Funding
$350,595
Direct Costs
$220,500
Indirect Costs
$130,095
Year
Funding IC
FY Total Cost by IC
2024
National Institute of Biomedical Imaging and Bioengineering
$350,595
Year
Funding IC
FY Total Cost by IC
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