Quantitative US for Evaluation of Hepatic Steatosis in NAFLD
The Diagnostic Performance Assessment of Quantitative Ultrasound Imaging Indices for Differentiating Hepatic Steatosis Grade in Patients With Non-alcoholic Fatty Liver Disease
1 other identifier
interventional
173
1 country
1
Brief Summary
The purpose of this study is to evaluate diagnostic performance of quantitative ultrasonographic parameters for the assessment of hepatic steatosis with find optimal cut-off values in patients with non-alcoholic fatty liver disease using magnetic resonance imaging proton density fat fraction (MRI-PDFF) and MR spectroscopy as the reference standard.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Jul 2020
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
March 31, 2020
CompletedStudy Start
First participant enrolled
July 3, 2020
CompletedFirst Posted
Study publicly available on registry
July 8, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 29, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
June 29, 2021
CompletedMarch 18, 2022
March 1, 2022
12 months
March 31, 2020
March 3, 2022
Conditions
Outcome Measures
Primary Outcomes (1)
Diagnostic performance (area under the ROC curve (AUC)) of quantitative US (QUS) parameters (TAI, TSI) for detection of fatty liver (MRI-PDFF 5 percent)
Reference standard: MRI-proton density fat fraction or MR spectroscopy value (5 percent) \- ROC curve analysis of each QUS parameters (TAI, TSI, EzHRI) for the detection of MRI-PDFF \>5 percent patients
1 month
Secondary Outcomes (6)
Diagnostic performance (area under the ROC curve (AUC)) of QUS parameters (TAI, TSI) for detection of moderate fatty liver (MRI-PDFF 10, 20 percent)
1 month
Correlation of QUS parameters and MR fat fraction
1 month
Intra-observer agreement of quantitative US parameters
1 day
Correlation between estimated fat fraction from deep learning model and MRI-proton density fat fraction
1 month
Diagnostic performance (area under the ROC curve (AUC)) of deep leraning model using QUS parametric maps for detection fatty liver (10 percent, 15 percent, 15 percent, 20 percent)
1 month
- +1 more secondary outcomes
Study Arms (1)
quantitative ultrasound imaging parameters
EXPERIMENTALquantitative ultrasound imaging parameters * tissue attenuation imaging (TAI) parameter * tissue scatter-distribution imaging (TSI) parameter * Hepatorenal index (semi-auto, EzHRI)
Interventions
In each patients, measurements of tissue attenuation imagine (TAI), tissue scatter-distribution imaging (TSI) parameters, hepatorenal index (EzHRI) will be performed
Eligibility Criteria
You may qualify if:
- patients with known NAFLD or suspected of having NAFLD
- Patients who are scheduled hepatectomy for living donor liver donation
- aged ≥ 18 years who are willing and able to complete all procedures
You may not qualify if:
- excessive alcohol consumption within 2 years (40g/day for men, 20g/day for women)
- clinical, laboratory, or histologic evidence of a liver disease other than NAFLD, including viral hepatitis, autoimmune hepatitis, or genetic or acquired disorders
- use of steatogenic or hepatotoxic medication
- evidence of decompensated liver disease
- history of liver surgery
- contraindication to MRI
- any other condition believed by investigator to affect a patients' compliance, or completion of the study
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Seoul National University Hospitallead
- Samsung Medisoncollaborator
Study Sites (1)
Seoul National University Hospital
Seoul, South Korea
Related Publications (1)
Jeon SK, Lee JM, Joo I, Yoon JH, Lee G. Two-dimensional Convolutional Neural Network Using Quantitative US for Noninvasive Assessment of Hepatic Steatosis in NAFLD. Radiology. 2023 Apr;307(1):e221510. doi: 10.1148/radiol.221510. Epub 2023 Jan 3.
PMID: 36594835DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Jeong Min Lee
Seoul National University Hospital
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- DIAGNOSTIC
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
March 31, 2020
First Posted
July 8, 2020
Study Start
July 3, 2020
Primary Completion
June 29, 2021
Study Completion
June 29, 2021
Last Updated
March 18, 2022
Record last verified: 2022-03