TY - JOUR
T1 - Magnetic resonance elastography measured shear stiffness as a biomarker of fibrosis in pediatric nonalcoholic fatty liver disease
AU - Schwimmer, Jeffrey B.
AU - Behling, Cynthia
AU - Angeles, Jorge Eduardo
AU - Paiz, Melissa
AU - Durelle, Janis
AU - Africa, Jonathan
AU - Newton, Kimberly P.
AU - Brunt, Elizabeth M.
AU - Lavine, Joel E.
AU - Abrams, Stephanie H.
AU - Masand, Prakash
AU - Krishnamurthy, Rajesh
AU - Wong, Kelvin
AU - Ehman, Richard L.
AU - Yin, Meng
AU - Glaser, Kevin J.
AU - Dzyubak, Bogdan
AU - Wolfson, Tanya
AU - Gamst, Anthony C.
AU - Hooker, Jonathan
AU - Haufe, William
AU - Schlein, Alexandra
AU - Hamilton, Gavin
AU - Middleton, Michael S.
AU - Sirlin, Claude B.
N1 - Funding Information:
Received December 1, 2016; accepted April 24, 2017. Additional Supporting Information may be found at onlinelibrary.wiley.com/doi/10.1002/hep.29241/suppinfo This work was supported in part by grants DK088925, DK088925-02S1, DK090350, EB001981, and UL1RR031980 from the National Center for Advancing Translational Sciences for the Clinical and Translational Research Institute at the University of California, San Diego. The funders did not participate in the design or conduct of the study; collection, management, analysis, and interpretation of the data; and preparation, review, or approval of the manuscript. The contents of this work are solely the responsibility of the authors and do not necessarily represent the official views of the National Institutes of Health.
Publisher Copyright:
© 2017 by the American Association for the Study of Liver Diseases
PY - 2017/11
Y1 - 2017/11
N2 - Magnetic resonance elastography (MRE) is a promising technique for noninvasive assessment of fibrosis, a major determinant of outcome in nonalcoholic fatty liver disease (NAFLD). However, data in children are limited. The purpose of this study was to determine the accuracy of MRE for the detection of fibrosis and advanced fibrosis in children with NAFLD and to assess agreement between manual and novel automated reading methods. We performed a prospective, multicenter study of two-dimensional (2D) MRE in children with NAFLD. MR elastograms were analyzed manually at two reading centers, and using a new automated technique. Analysis using each approach was done independently. Correlations were determined between MRE analysis methods and fibrosis stage. Thresholds for classifying the presence of fibrosis and of advanced fibrosis were computed and cross-validated. In 90 children with a mean age of 13.1 ± 2.4 years, median hepatic stiffness was 2.35 kPa. Stiffness values derived by each reading center were strongly correlated with each other (r = 0.83). All three analyses were significantly correlated with fibrosis stage (center 1, ρ = 0.53; center 2, ρ = 0.55; and automated analysis, ρ = 0.52; P < 0.001). Overall cross-validated accuracy for detecting any fibrosis was 72.2% for all methods (95% confidence interval [CI], 61.8%-81.1%). Overall cross-validated accuracy for assessing advanced fibrosis was 88.9% (95% CI, 80.5%-94.5%) for center 1, 90.0% (95% CI, 81.9%-95.3%) for center 2, and 86.7% (95% CI, 77.9%-92.9%) for automated analysis. Conclusion: 2D MRE can estimate hepatic stiffness in children with NAFLD. Further refinement and validation of automated analysis techniques will be an important step in standardizing MRE. How to best integrate MRE into clinical protocols for the assessment of NAFLD in children will require prospective evaluation. (Hepatology 2017;66:1474–1485).
AB - Magnetic resonance elastography (MRE) is a promising technique for noninvasive assessment of fibrosis, a major determinant of outcome in nonalcoholic fatty liver disease (NAFLD). However, data in children are limited. The purpose of this study was to determine the accuracy of MRE for the detection of fibrosis and advanced fibrosis in children with NAFLD and to assess agreement between manual and novel automated reading methods. We performed a prospective, multicenter study of two-dimensional (2D) MRE in children with NAFLD. MR elastograms were analyzed manually at two reading centers, and using a new automated technique. Analysis using each approach was done independently. Correlations were determined between MRE analysis methods and fibrosis stage. Thresholds for classifying the presence of fibrosis and of advanced fibrosis were computed and cross-validated. In 90 children with a mean age of 13.1 ± 2.4 years, median hepatic stiffness was 2.35 kPa. Stiffness values derived by each reading center were strongly correlated with each other (r = 0.83). All three analyses were significantly correlated with fibrosis stage (center 1, ρ = 0.53; center 2, ρ = 0.55; and automated analysis, ρ = 0.52; P < 0.001). Overall cross-validated accuracy for detecting any fibrosis was 72.2% for all methods (95% confidence interval [CI], 61.8%-81.1%). Overall cross-validated accuracy for assessing advanced fibrosis was 88.9% (95% CI, 80.5%-94.5%) for center 1, 90.0% (95% CI, 81.9%-95.3%) for center 2, and 86.7% (95% CI, 77.9%-92.9%) for automated analysis. Conclusion: 2D MRE can estimate hepatic stiffness in children with NAFLD. Further refinement and validation of automated analysis techniques will be an important step in standardizing MRE. How to best integrate MRE into clinical protocols for the assessment of NAFLD in children will require prospective evaluation. (Hepatology 2017;66:1474–1485).
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U2 - 10.1002/hep.29241
DO - 10.1002/hep.29241
M3 - Article
C2 - 28493388
AN - SCOPUS:85031846962
SN - 0270-9139
VL - 66
SP - 1474
EP - 1485
JO - Hepatology
JF - Hepatology
IS - 5
ER -