An Imaging-based Quantitative Biomarker Assay for NAFLD in Children
An Imaging-based Quantitative Biomarker Assay for Non-alcoholic Fatty Liver Disease (NAFLD) in Children: a Feasibility Study
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
The severity of the obesity epidemic in the U.S., particularly in Wisconsin, is alarming, with overall overweight or obesity rates of 35% in children. [Fryar 2020,] Obesity is a major risk factor for several comorbidities, one of the most common being non-alcoholic fatty liver disease (NAFLD, also denoted steatotic liver disease). The inflammatory state known as non-alcoholic steatohepatitis (NASH) may lead to fibrosis and, if left untreated, can lead to cirrhosis, liver failure, and cancer. For these reasons, there is enormous interest in effective interventions for weight loss and reversing NAFLD. A central challenge in the development of new interventions is the need for accurate and precise biomarkers to evaluate hepatic steatosis in children.
This pilot study focuses on demonstrating the feasibility of MRI and US based liver fat quantification in children and addresses technical challenges that may limit the performance of the proposed techniques in the population of interest through the following aims:
- Aim 1: Determine the bias and precision (repeatability) of emerging free-breathing MRI-based liver fat quantification in children with obesity and controls using current breath-held methods as a reference.
- Aim 2: Determine the precision (repeatability and reproducibility) of US-based biomarkers of liver steatosis with a focus on the impact of body wall thickness on the precision of the biomarkers.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Suzanne Hanson, BS
- Phone Number: 608-262-7269
- Email: shanson@uwhealth.org
Study Contact Backup
- Name: Radiology Studies
- Phone Number: 608-282-8349
- Email: Radstudy@uwhealth.org
Study Locations
-
-
Wisconsin
-
Madison, Wisconsin, United States, 53705
- University of Wisconsin, Madison
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Child
Accepts Healthy Volunteers
Study Population
- 12 Children ages 10 - 14 years with BMI in the >95th percentile for age and sex
- 12 Children ages 10 - 14 years with BMI < 85th percentile and >5th percentile for age and sex.
Description
Inclusion Criteria:
- Age: 10 - 14years old
- BMI: Case subjects: BMI>95th percentile for age and sex Healthy BMI volunteers: 5th ≤ BMI < 85th percentile for age and sex
Exclusion Criteria:
- Children with contraindications to MRI.
- Children who did not fast (verbally confirmed by children or guardian)
- Pregnant
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Diagnostic
- Allocation: N/A
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: Average or low BMI
Children with BMI under the 85th percentile for age and sex
|
MRI procedures will include a 20-25 minute exam with periodic breath holds.
The imaging series will be conducted twice to assess repeatability.
In each ultrasound exam, each participant will be scanned by twice by the same sonographer to evaluate intra-operator variability (repeatability).
Each exam will take approximately 60 minutes to complete.
|
|
Experimental: High BMI
Children with BMI in the 95th percentile or higher for age and sex
|
MRI procedures will include a 20-25 minute exam with periodic breath holds.
The imaging series will be conducted twice to assess repeatability.
In each ultrasound exam, each participant will be scanned by twice by the same sonographer to evaluate intra-operator variability (repeatability).
Each exam will take approximately 60 minutes to complete.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Feasibility Measured by the Number of Participants Who Successfully Complete the Interventions
Time Frame: through study enrollment (up to approximately 14 months)
|
Demonstrate the feasibility of MRI- and US-based liver fat quantification in children and address technical challenges that may limit the performance of the proposed techniques in the population of interest.
|
through study enrollment (up to approximately 14 months)
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
MRI: Bias reported as difference in mean error in Percent Liver Fat measured from free-breathing MRI method and reference breath-held MRI method
Time Frame: Research visit 1 (up to 14 months)
|
To validate and confirm the reliability of a recently developed free-breathing CSE-based PDFF mapping method in children with high and average/low BMI for age and sex, bias is reported.
Bias is defined as the mean error in liver PDFF measurements between the new free-breathing MRI method and the reference breath-held MRI method, reported in percentage.
|
Research visit 1 (up to 14 months)
|
|
MRI: Precision measured by Test-Retest of Percent Liver Fat
Time Frame: Research visit 1 (up to 14 months)
|
To validate and confirm the reliability of a recently developed free-breathing CSE-based PDFF mapping method in children with high and average/low BMI for age and sex, precision will be assessed. Precision (test-retest repeatability) for each acquisition method and within each liver segment will be calculated through the coefficient of repeatability. |
Research visit 1 (up to 14 months)
|
|
Quantitative US: Repeatability of US Measurements (same sonographer) - Attenuation Coefficient (dB/cm-MHz)
Time Frame: Research visit 1 (up to 14 months)
|
Biomarkers of liver steatosis are measured and analyzed for their repeatability by the same sonographer in the high and healthy BMI cohorts.
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Research visit 1 (up to 14 months)
|
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Quantitative US: Repeatability of US Measurements (same sonographer) - Backscatter Coefficient (1/cm*sr)
Time Frame: Research visit 1 (up to 14 months)
|
Biomarkers of liver steatosis are measured and analyzed for their repeatability by the same sonographer in the high and healthy BMI cohorts.
|
Research visit 1 (up to 14 months)
|
|
Quantitative US: Reproducibility of US Measurements (different sonographers) - Attenuation Coefficient (dB/cm-MHz)
Time Frame: Research visit 1 (up to 14 months)
|
Biomarkers of liver steatosis are measured and analyzed for their reproducibility between different sonographers in the healthy BMI cohort.
|
Research visit 1 (up to 14 months)
|
|
Quantitative US: Reproducibility of US Measurements (different sonographers) - Backscatter Coefficient (1/cm*sr)
Time Frame: Research visit 1 (up to 14 months)
|
Biomarkers of liver steatosis are measured and analyzed for their reproducibility between different sonographers in the healthy BMI cohort.
|
Research visit 1 (up to 14 months)
|
Collaborators and Investigators
Sponsor
Sponsor
Investigators
Investigators
- Principal Investigator: Diego Hernando, PhD, University of Wisconsin, Madison
- Principal Investigator: Ivan Rosado-Mendez, PhD, University of Wisconsin, Madison
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 2023-1494
- A534800 (Other Identifier: UW Madison)
- Protocol Version 12/19/24 (Other Identifier: UW Madison)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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