Awardee OrganizationVIRGINIA COMMONWEALTH UNIVERSITY
Description
Abstract Text
Hepatic decompensation (overt ascites, encephalopathy and variceal hemorrhage) and mortality in patients with
nonalcoholic steatohepatitis (NASH) increases exponentially with the development of cirrhosis. Prevention of
such liver-associated clinical events (LACE) is therefore a major goal of therapeutics. This requires identification
of those at risk and targeting them with effective therapeutics. Current approaches to identify this population
include the use of fibrosis markers such as FIB4, liver-stiffness measurement (LSM), assessment of hepatic
venous pressure gradient and/or varices (endoscopy) and traditional measures of liver function. These are
unfortunately limited by modest accuracy of some models, retrospective, single center nature of most data-sets
published and lack of information on the impact of changes in these parameters over time with respect to dynamic
changes in risk profile. This proposal innovates by novel application and integration of systemic, hepatic
perfusion and function, and portal hypertension related parameters to holistically model the risk of LACE and
generate a probability score that is sensitive to change. We will specifically focus on MRI-based measures of
systemic metabolic dysfunction (metabo-phenotype), gadoxetate uptake and clearance (integrated measure of
hepatic perfusion and clearance function) and spleen stiffness measurement (SSM) as a surrogate for portal
hypertension. We further propose the novel hypothesis that holistic models including these measures and
capturing the multi-factorial origin of hepatic decompensation events are superior to conventional tools used in
routine practice to define the probability of LACE in patients with compensated cirrhosis due to NASH. The
hypothesis will be tested in a longitudinal cohort study of compensated cirrhosis due to NASH. The specific
measures of the metabo-phenotype will include visceral adipose tissue volume, fat-free muscle volume, muscle
fat infiltration. Gadoxetate uptake and clearance will be measured in a 10-minute exam. The SSM probe was
recently approved and will be deployed on Fibroscan 630 the flagship instrument for transient elastography.
Metabo-phenotyping requires implementing an imaging protocol, based on a routine clinical imaging sequence,
onto standard clinical scanners which adds less than 10 minutes of scan-time while gadoxetate is routinely used
for liver-imaging. Sub-aim 1 will model baseline parameters, alone and in combination, to define outcome risk
within 1-2 years. Sub-aim 2 will evaluate dynamic changes in values of the test measures over time and relate
them to changes in the risk of outcomes. Both regression and machine learned approaches will be taken to
generate probability scores of the outcomes. Sensitivity analyses will be performed to test the robustness of the
models. The patient populations needed and all of the methods/expertise are available. The rationale of this
proposal is that it will provide a method for risk-identification in those with NASH-cirrhosis which can be
incorporated in to clinical care. This will have a strong positive impact by improving individual patient care, drug
development and optimizing care delivery by identifying the population that will benefit most from therapeutics.
Public Health Relevance Statement
The utility of MRI-measures of the systemic metabolic state (the metabo-phenotype), hepatic perfusion and
clearance function (gadoxetate clearance) and spleen stiffness measurements, alone and in combination with
each other as well as other parameters to predict hepatic decompensation in NASH with cirrhosis will be tested.
National Institute of Diabetes and Digestive and Kidney Diseases
CFDA Code
847
DUNS Number
105300446
UEI
MLQFL4JSSAA9
Project Start Date
15-September-2022
Project End Date
30-June-2027
Budget Start Date
01-July-2024
Budget End Date
30-June-2025
Project Funding Information for 2024
Total Funding
$561,154
Direct Costs
$491,639
Indirect Costs
$69,515
Year
Funding IC
FY Total Cost by IC
2024
National Institute of Diabetes and Digestive and Kidney Diseases
$561,154
Year
Funding IC
FY Total Cost by IC
Sub Projects
No Sub Projects information available for 5R01DK129564-03
Publications
Publications are associated with projects, but cannot be identified with any particular year of the project or fiscal year of funding. This is due to the continuous and cumulative nature of knowledge generation across the life of a project and the sometimes long and variable publishing timeline. Similarly, for multi-component projects, publications are associated with the parent core project and not with individual sub-projects.
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