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| ID | Type | Description | Link |
|---|---|---|---|
| 1R01DK125783 | U.S. NIH Grant/Contract | View source | |
| A539300 | Other Identifier | UW Madison | |
| SMPH/RADIOLOGY/RADIOLOGY | Other Identifier | UW Madison | |
| Protocol Version 1/7/26 | Other Identifier | HS-IRB UW Madison |
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| Name | Class |
|---|---|
| National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) | NIH |
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The goal of this research is to validate novel non-invasive Magnetic resonance imaging (MRI) biomarkers to detect Gastroesophageal varices (GEV) in patients with cirrhosis, including fractional flow change in the portal vein and elevated azygos flow.
End-stage liver disease (cirrhosis) is characterized by advanced fibrosis, liver failure, and portal hypertension. There are many causes of cirrhosis, including viral hepatitis, alcohol abuse, and perhaps most importantly, non-alcoholic fatty liver disease (NAFLD) and its aggressive subset, non-alcoholic steatohepatitis (NASH). 3 million new cases of end-stage liver disease (cirrhosis) are expected over the next decade. In cirrhosis, portosystemic collaterals that shunt blood away from the liver develop due to increased portal pressure. Gastroesophageal varices (GEV) are the most clinically relevant because they can cause fatal internal bleeding. GEV bleeding carries ~20% mortality at 6 weeks, and ~34% overall mortality. Identification of at-risk varices, prior to bleeding, is of paramount importance to initiate primary prophylaxis. To identify and treat at-risk patients, current guidelines recommend regular esophagogastroduodenoscopy (EGD) and variceal band ligation. Detection of high-risk GEV is key to initiating primary prophylaxis, which can reduce mortality by 50-70%.
However, endoscopy is invasive and often unnecessary when no treatment is required. Therefore, the American Association for the Study of Liver Diseases has identified the development of "non-invasive markers that predict the presence of high-risk varices" as a major unmet need.
The overall goal of this research is to implement advanced non-invasive 4D flow MRI biomarkers to predict the presence of treatable but potentially lethal GEV in patients with cirrhosis. This would facilitate the triage of patients with high-risk GEV to therapeutic EGD, while reducing unnecessary EGD procedures in patients without them.
The primary biological mechanism for development of GEV is elevated portal pressure and reversal of flow in the left gastric vein (LGV). Applying 4D flow MRI, investigators aim to detect and quantify reversed flow in the LGV to detect GEV at risk for bleeding.
Aim 1: Perform pre-clinical validations of an optimized, accelerated radial 4D flow MRI strategy, and of fat mitigation strategies for radial 4D flow MRI.
Aim 2: Determine the diagnostic performance of radial 4D flow MRI, in cirrhotic adults including
Aim 4: Compare the accuracy of 4D flow MRI to current non-invasive markers of liver disease.
Aim 5: Determine the feasibility of radial 4D flow MRI in participants with FALD to detect differences in mesenteric response to a meal challenge when compared to healthy controls and participants with other types of liver disease.
Research Procedures
Pre-Clinical Validation (Phase 1): A total of 21 participants (7 healthy volunteers, 14 patients with GEV) to evaluate the optimized 4D flow methods, and 20 obese subjects to evaluate fat-mitigation strategies, will be enrolled. Participants will be asked to complete a single research visit that will include a contrast enhanced MRI scan lasting up to 1 hour. Participants will be asked to fast for at least 5 hours prior to the exam. Participants will be screening a final time for contraindications to contrast enhanced MR imaging; an IV will be placed; and participants will be positioned in the MR scanner, asked to lie as still as possible and to follow some breath hold instructions.
Clinical Validation (Phase 2-3): A total of 105 patients diagnosed with cirrhosis will be enrolled. Participants will be asked to complete a single research visit, lasting approximately 2 hours, that will include the following procedures:
Participants will be asked to fast for 12 hours prior to arriving.
An IV will be placed for tracer administration
Participants will undergo a research MRI lasting approximately 1.5 hours (up to 1 hour of total scan time)
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Healthy volunteers | 7 healthy participants will be recruited. |
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| Patients with small, low-risk GEV | Patients with small, low-risk Gastroesophageal varices (GEV) will be recruited. |
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| Patients with large, high-risk GEV | Patients with large, high-risk Gastroesophageal varices (GEV) will be recruited. |
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| Patients scheduled for screening or surveillance esophagogastroduodenoscopy (EGD) | 100 patients diagnosed with cirrhosis and scheduled for screening or surveillance esophagogastroduodenoscopy (EGD) procedure will be recruited. Participants will complete a single research visit, lasting approximately 2 hours, that will include the following procedures:
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| Obese patients | 20 obese patients will be recruited |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Ensure Plus® | Other | In-between two MRI exams, patients will ingest a standardized meal of two cans (16oz) of Ensure Plus® (Abbott Laboratories), providing a 700cal meal (13g protein, 11g fat, 50g carbohydrates), proven to elicit a strong hyperemic splanchnic response. |
| Measure | Description | Time Frame |
|---|---|---|
| Receiver operation characteristic (ROC) curve analysis to determine diagnostic accuracy | Receiver operation characteristic (ROC) curve analysis will be performed to determine the diagnostic accuracy of 4D flow MRI to differentiate high-risk GEV from absent or low-risk GEV. The area under the curve (AUC) will be estimated for each flow measurement with 95% confidence intervals. The primary analysis is based on fractional flow change in the portal vein. | 2 hours |
| Variation in postprandial flow after Meal Challenge | Variations in flow after a meal will be analyzed under(log-)linear mixed effects (LME) models. | pre and post meal (approximately 2 hours) |
| Repeatability of 4D flow MRI: measured by summary measures of test-retest agreement with 95% Confidence intervals(CIs). | Repeatability of all flow measurements and fractional flow changes will be measured using intra-class correlation coefficient (ICC), and the wishing-subject coefficient of variation (wCV) will be estimated as summary measures of test-retest agreement with 95% CIs. | 2 hours |
| Diagnostic accuracy of 4D Flow MRI to detect high-risk gastroesophageal varices (GEV) compared to esophagogastroduodenoscopy (EGD) as the reference standard | Sensitivity and specificity of fractional flow change in the portal vein (FFCPV) and azygos flow thresholds | Baseline |
| Measure | Description | Time Frame |
|---|---|---|
| Aspartate aminotransferase-to-platelet ratio index (APRI) | APRI is a way for doctors to measure how healthy a patient's liver is when they have a liver disease. APRI = [(AST/upper limit of normal)/platelet count]x100 | Within 3 months |
| Fibrosis 4 (FIB-4) index |
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Inclusion Criteria for Aim 1:
Exclusion Criteria for Aim 1:
Inclusion criteria for Aim 2-4:
Exclusion Criteria for Aim 2-4:
Contraindications to MRI
Recent treatment (< 1 year) for varices
Known occlusive thrombus in portal vein; splenic vein, or superior mesenteric vein
Large hepatocellular carcinoma (HCC) with known PV involvement
Hypersensitivity reactions to both contrast agents
Participants requiring conscious sedation for imaging are not eligible; participants requiring mild, oral anxiolytics for the clinical MRI scan will be allowed to participate as long as the following criteria are met:
Inclusion Criteria for Aim 5:
Exclusion Criteria for Aim 5:
Contraindications to MRI
Recent treatment (< 1 year) for varices
Known occlusive thrombus in portal vein; splenic vein, or superior mesenteric vein
Large hepatocellular carcinoma (HCC) with known PV involvement
Hypersensitivity reactions to both contrast agents
Participants requiring conscious sedation for imaging are not eligible; participants requiring mild, oral anxiolytics for the clinical MRI scan will be allowed to participate as long as the following criteria are met:
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For pre-clinical validation (Aim 1), a total of 21 participants will be recruited: 7 healthy volunteers, 14 patients with GEV. For clinical validation (Aim 2-4), 100 patients will be recruited from the UWHC endoscopy clinics. For Aim 5, 5 participants will be recruited from from the UWHC endoscopy clinics.
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| Name | Affiliation | Role |
|---|---|---|
| Scott Reeder, MD, PhD | University of Wisconsin, Madison | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Wisconsin, Madison | Madison | Wisconsin | 53704 | United States |
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| Participants with Fontan repair and diagnosed Fontal associated liver disease (FALD) | 5 participants with Fontan repair and diagnosed FALD will be recruited. |
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| Pre-clinical validation contrast enhanced MRI | Other | Participants will be asked to complete a single research visit that will include a contrast enhanced MRI scan lasting up to 1 hour. Participants will be asked to fast for at least 5 hours prior to the exam. Participants will be screened a final time for contraindications to contrast enhanced MR imaging; an IV will be placed; and participants will be positioned in the MR scanner, asked to lie as still as possible and to follow some breath hold instructions. |
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| Clinical validation MRI | Other | Participants will be screened for any previous reactions to Ferumoxytol or GBCAs and dosing will be consistent with standard of care. Participants will then undergo a research MRI lasting approximately 1.5 hours.
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| Pre-clinical validation contrast enhanced MRI + fasting | Other | Participants will be asked to complete a single research visit that will include a contrast enhanced MRI scan lasting up to 1.5 hours. Participants will be asked to fast for at least 5 hours prior to the exam. Participants will be screened a final time for contraindications to contrast enhanced MR imaging; an IV will be placed; and participants will be positioned in the MR scanner, asked to lie as still as possible and to follow some breath hold instructions. |
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The Fibrosis-4 score helps to estimate the amount of scarring in the liver. FIB-4 = age (years) × AST [IU/L] / [platelet count × sqr(ALT [IU/L])] |
| Within 3 months |
| Liver and spleen stiffness measurement by 2D spin-echo MR elastography | 2D spin-echo MR elastography will be acquired to assess liver and spleen stiffness, using a single or dual-paddle system to ensure adequate wave-propagation in the liver and spleen | Within 3 months |
| Liver proton density fat fraction (PDFF) as assessed by chemical shift encoded MRI (CSE-MRI) | Liver proton density fat fraction (PDFF) is a biomarker of hepatic steatosis. It will be measured by Chemical shift encoded MRI (CSE-MRI; IDEAL IQ, GE Healthcare),pioneered at UW-Madison. It will help characterizing the possible confounders affecting 4D flow MRI | Within 3 months |
| Hepatic iron level quantitation by in vivo R2* MRI method | R2* is an imaging method used in MRI. R2* = (1/T2*) where R2* is a relaxation rate measured in units of Hz ([1/sec]). R2* is commonly used to look at iron levels by measuring the relaxation times of hydrogen nuclei affected by iron. The presence of the iron results in the shortening of proton relaxation times (T2*), thus increasing R2*. R2* will be measured by Chemical shift encoded MRI (CSE-MRI; IDEAL IQ, GE Healthcare), pioneered at University of Wisconsin (UW)-Madison. It will help characterizing the possible confounders affecting 4D flow MRI | Within 3 months |
| Child-Turcotte-Pugh (CTP) score for prognosis of cirrhosis | The Child-Turcotte-Pugh (CTP) score is used to assess the severity of cirrhosis. Parameters included are Encephalopathy, Ascites, Bilirubin levels, Albumin levels, Prothrombin Time and International Normalized Ratio (PT/INR) . Parameters are scored on point 1-3. CTP score is obtained by adding the score for each parameter. CTP scores can be categorized into A= 5-6 points, B=7-9 points and C=10-15 points. Higher points correspond to more severe cirrhosis state. | Within 3 months |
| Repeatability of 4D Flow MRI measurements in cirrhotic patients | Intraclass correlation coefficient (ICC) for flow measurements | Two hours |
| Feasibility of radial 4D Flow MRI and meal challenge protocol in FALD patients | Completion rate and image quality scores | Two hours |
| Postprandial mesenteric and portal flow response in FALD vs cirrhosis and healthy controls | Absolute and fractional flow changes in portal and mesenteric vessels | pre and post meal (approximately 2 hours) |
| ID | Term |
|---|---|
| D008103 | Liver Cirrhosis |
| ID | Term |
|---|---|
| D008107 | Liver Diseases |
| D004066 | Digestive System Diseases |
| D005355 | Fibrosis |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
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| ID | Term |
|---|---|
| C029401 | Ensure Plus |
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