1. Repeatability and accuracy of various region-of-interest sampling strategies for hepatic MRI proton density fat fraction quantification
- Author
-
Michael S. Middleton, Jennifer Y Cui, Kathryn J. Fowler, Jeffrey B. Schwimmer, Rohit Loomba, Cheng William Hong, Alexandra Schlein, Tanya Wolfson, Yang Xu, Claude B. Sirlin, Lindsey M. Negrete, Anthony Gamst, Gavin Hamilton, and Danielle N. Batakis
- Subjects
Adult ,Male ,Urology ,Balanced sampling ,Article ,030218 nuclear medicine & medical imaging ,Young Adult ,03 medical and health sciences ,Hepatic segment ,0302 clinical medicine ,Non-alcoholic Fatty Liver Disease ,Region of interest ,Secondary analysis ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Radiological and Ultrasound Technology ,business.industry ,Gastroenterology ,Reproducibility of Results ,Proton density fat fraction ,Sampling (statistics) ,Mean age ,Repeatability ,Magnetic Resonance Imaging ,Liver ,030220 oncology & carcinogenesis ,Protons ,business ,Nuclear medicine - Abstract
PURPOSE: To evaluate repeatability of ROI sampling strategies for quantifying hepatic proton density fat fraction (PDFF) and to assess error relative to the 9-ROI PDFF. METHODS: This was a secondary analysis in subjects with known or suspected nonalcoholic fatty liver disease who underwent MRI for magnitude-based hepatic PDFF quantification. Each subject underwent three exams, each including three acquisitions (nine acquisitions total). An ROI was placed in each hepatic segment on the first acquisition of the first exam and propagated to other acquisitions. PDFF was calculated for each of 511 sampling strategies using every combination of 1, 2, …, all 9 ROIs. Intra- and inter-exam intraclass correlation coefficients (ICCs) and repeatability coefficients (RCs) were estimated for each sampling strategy. Mean absolute error (MAE) was estimated relative to the 9-ROI PDFF. Strategies that sampled both lobes evenly (“balanced”) were compared with those that did not (“unbalanced”) using two-sample t-tests. RESULTS: The 29 enrolled subjects (23 male, mean age 24 years) had mean 9-ROI PDFF 11.8% (1.1–36.3%). With more ROIs, ICCs increased, RCs decreased, and MAE decreased. Of the 60 balanced strategies with 4 ROIs, all (100%) achieved inter- and intra-exam ICCs>0.998, 55 (92%) achieved intra-exam RC
- Published
- 2021
- Full Text
- View/download PDF