Nonalcoholic Fatty Liver Disease: MR Imaging of Liver Proton Density Fat Fraction to Assess Hepatic Steatosis

被引:422
作者
Tang, An [1 ,2 ]
Tan, Justin [1 ]
Sun, Mark [1 ]
Hamilton, Gavin [1 ]
Bydder, Mark [1 ]
Wolfson, Tanya [1 ,3 ]
Gamst, Anthony C. [1 ,3 ]
Middleton, Michael [1 ]
Brunt, Elizabeth M. [4 ]
Loomba, Rohit [5 ]
Lavine, Joel E. [6 ]
Schwimmer, Jeffrey B. [7 ]
Sirlin, Claude B. [1 ]
机构
[1] Univ Calif San Diego, Dept Radiol, Liver Imaging Grp, San Diego, CA 92103 USA
[2] Univ Montreal, Hop St Luc, Dept Radiol, Montreal, PQ, Canada
[3] Univ Calif San Diego, Computat & Appl Stat Lab, San Diego, CA 92103 USA
[4] Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USA
[5] Univ Calif San Diego, Div Gastroenterol Hepatol & Med, San Diego, CA 92103 USA
[6] Columbia Univ, Dept Pediat, Div Gastroenterol Hepatol & Nutr, New York, NY 10027 USA
[7] Univ Calif San Diego, Dept Pediat, San Diego, CA 92103 USA
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
GRADIENT-ECHO; RESONANCE-SPECTROSCOPY; SAMPLING VARIABILITY; 3.0; T; QUANTIFICATION; STEATOHEPATITIS; BIOPSY; VALIDATION; ACCURACY; FIBROSIS;
D O I
10.1148/radiol.12120896
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To evaluate the diagnostic performance of magnetic resonance (MR) imaging-estimated proton density fat fraction (PDFF) for assessing hepatic steatosis in nonalcoholic fatty liver disease (NAFLD) by using centrally scored histopathologic validation as the reference standard. Materials and Methods: This prospectively designed, cross-sectional, internal review board-approved, HIPAA-compliant study was conducted in 77 patients who had NAFLD and liver biopsy. MR imaging-PDFF was estimated from magnitude-based low flip angle multiecho gradient-recalled echo images after T2* correction and multifrequency fat modeling. Histopathologic scoring was obtained by consensus of the Nonalcoholic Steatohepatitis (NASH) Clinical Research Network Pathology Committee. Spearman correlation, additivity and variance stabilization for regression for exploring the effect of a number of potential confounders, and receiver operating characteristic analyses were performed. Results: Liver MR imaging-PDFF was systematically higher, with higher histologic steatosis grade (P < .001), and was significantly correlated with histologic steatosis grade (rho = 0.69, P < .001). The correlation was not confounded by age, sex, lobular inflammation, hepatocellular ballooning, NASH diagnosis, fibrosis, or magnetic field strength (P = .65). Area under the receiver operating characteristic curves was 0.989 (95% confidence interval: 0.968, 1.000) for distinguishing patients with steatosis grade 0 (n = 5) from those with grade 1 or higher (n = 72), 0.825 (95% confidence interval: 0.734, 0.915) to distinguish those with grade 1 or lower (n = 31) from those with grade 2 or higher (n = 46), and 0.893 (95% confidence interval: 0.809, 0.977) to distinguish those with grade 2 or lower (n = 58) from those with grade 3 (n = 19). Conclusion: MR imaging-PDFF showed promise for assessment of hepatic steatosis grade in patients with NAFLD. For validation, further studies with larger sample sizes are needed. (C) RSNA, 2013
引用
收藏
页码:422 / 431
页数:10
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