Quantitative assessment of portal hypertension with bi-parametric dual-frequency hepatic MR elastography in mouse models
Creators
- 1. Department of Radiology, Mayo Clinic, Rochester, MN (United States)
- 2. Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN (United States)
- 3. Division of Anatomic Pathology, Mayo Clinic, Rochester, MN (United States)
- 4. Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN (United States)
Description
To determine the potential of bi-parametric dual-frequency hepatic MR elastography (MRE) for predicting portal pressure (PP) in mouse models of portal hypertension (PHTN) with the presence of varying hepatic fibrosis. We studied 73 wild-type male mice, including 22 mice with hepatic congestion, 20 mice with cholestatic liver injury, and 31 age-matched sham mice. Hepatic shear stiffness (SS) and volumetric strain (VS) were calculated by 3D MRE acquired at 80 and 200 Hz. We measured PP immediately after MRE. Liver fibrosis was verified by hydroxyproline assay. We predicted PP by fitting generalized linear models with single- and dual-frequency SS and VS, respectively. The relationship between predicted and actual PP was evaluated by Spearman's correlation. We compared the prediction accuracy of portal hypertension for all models with DeLong tests at a significance level of 0.05. Animals with congestive or cholestatic liver disease developed significant PHTN and hepatic fibrosis to varying degrees. In both models, SS increased, while VS decreased significantly compared with shams. All bi-parametric models had high diagnostic accuracy for PHTN. The dual-frequency models (AUCs: 0.90 [81-95%], 0.91 [81-95%]) had substantially or significantly higher accuracy than single-frequency ones (AUCs: 0.83 [71-91%], and 0.78 [66-87%]). The predicted PP of dual-frequency models also showed stronger correlations with actual PP than single-frequency predictions. The bi-parametric dual-frequency model improved the diagnostic accuracy of liver MRE in diagnosing PHTN in preclinical models. This technical advance has the potential to monitor PHTN progression and treatment efficacy in the presence of varying fibrosis.
Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 31
- Journal Issue
- 4
- Journal Page Range
- p. 2303-2311
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 52084134
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ACCURACY; BLOOD PRESSURE; COMPARATIVE EVALUATIONS; CORRELATIONS; DIAGNOSIS; DIGESTIVE SYSTEM DISEASES; EFFICIENCY; FIBROSIS; FLEXIBILITY; HYDROXYPROLINE; HYPERTENSION; LIVER; MALES; MICE; NMR IMAGING; PORTAL SYSTEM; SIDE EFFECTS
- Descriptors DEC
- AMINES; AMINO ACIDS; ANIMALS; AZOLES; BLOOD VESSELS; BODY; CARBOXYLIC ACIDS; CARDIOVASCULAR DISEASES; CARDIOVASCULAR SYSTEM; DIAGNOSTIC TECHNIQUES; DIGESTIVE SYSTEM; DISEASES; EVALUATION; GLANDS; HETEROCYCLIC ACIDS; HETEROCYCLIC COMPOUNDS; HYDROXY ACIDS; MAMMALS; MECHANICAL PROPERTIES; ORGANIC ACIDS; ORGANIC COMPOUNDS; ORGANIC NITROGEN COMPOUNDS; ORGANS; PATHOLOGICAL CHANGES; PYRROLES; PYRROLIDINES; RODENTS; SYMPTOMS; TENSILE PROPERTIES; VASCULAR DISEASES; VEINS; VERTEBRATES