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
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
-
Seoul, Korea, Republic of
- Seoul National University Hospital
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- 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
Exclusion Criteria:
- 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
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Diagnostic
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: quantitative ultrasound imaging parameters
quantitative ultrasound imaging parameters
|
In each patients, measurements of tissue attenuation imagine (TAI), tissue scatter-distribution imaging (TSI) parameters, hepatorenal index (EzHRI) will be performed
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Diagnostic performance (area under the ROC curve (AUC)) of quantitative US (QUS) parameters (TAI, TSI) for detection of fatty liver (MRI-PDFF 5 percent)
Time Frame: 1 month
|
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 Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Diagnostic performance (area under the ROC curve (AUC)) of QUS parameters (TAI, TSI) for detection of moderate fatty liver (MRI-PDFF 10, 20 percent)
Time Frame: 1 month
|
Reference standard: MRI-PDFF or MR spectroscopy value (10 percent, 15 percent, 15 percent, 20 percent, 25 percent) - ROC curve analysis of each QUS parameters (TAI, TSI, EzHRI) for the detection of MRI-PDFF >10, >20 percent patients |
1 month
|
|
Correlation of QUS parameters and MR fat fraction
Time Frame: 1 month
|
reference standard: MRI-PDFF or MR spectroscopy value (percent) - spearman's rank correlation of QUS parameters (TAI, TSI) values with MR fat fraction(percent) |
1 month
|
|
Intra-observer agreement of quantitative US parameters
Time Frame: 1 day
|
Intraclass correlation coefficient (ICC), coefficient of variation (CV) of QUS parameter values (TAI value, TSI value)
|
1 day
|
|
Correlation between estimated fat fraction from deep learning model and MRI-proton density fat fraction
Time Frame: 1 month
|
pearson correlation coefficient (r) between estimated fat fraction 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)
Time Frame: 1 month
|
Reference standard: MRI-proton density fat fraction (10 percent, 15 percent, 20 percent, 20 percent)
|
1 month
|
|
Diagnostic performance (area under the ROC curve (AUC)) of deep leraning model using QUS parametric maps for detection fatty liver (5 percent)
Time Frame: 1 month
|
Reference standard: MRI-proton density fat fraction (5 percent)
|
1 month
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Study Director: Jeong Min Lee, Seoul National University Hospital
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
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
- SNUH 2002-020-1099
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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