Accuracy of MR Imaging-estimated Proton Density Fat Fraction for Classification of Dichotomized Histologic Steatosis Grades in Nonalcoholic Fatty Liver Disease

被引:275
作者
Tang, An [1 ]
Desai, Ajinkya [1 ]
Hamilton, Gavin [1 ]
Wolfson, Tanya [2 ]
Gamst, Anthony [2 ]
Lam, Jessica [1 ]
Clark, Lisa [1 ]
Hooker, Jonathan [1 ]
Chavez, Tanya [1 ]
Ang, Brandon D. [3 ]
Middleton, Michael S. [1 ]
Peterson, Michael
Loomba, Rohit [3 ]
Sirlin, Claude B. [1 ]
机构
[1] Univ Calif San Diego, Liver Imaging Grp, Dept Radiol, San Diego, CA 92103 USA
[2] Univ Calif San Diego, San Diego Supercomp Ctr, Computat & Appl Stat Lab, San Diego, CA 92103 USA
[3] Univ Calif San Diego, Div Gastroenterol, Dept Med, San Diego, CA 92103 USA
基金
加拿大健康研究院;
关键词
HEPATIC STEATOSIS; CARDIOVASCULAR-DISEASE; SAMPLING VARIABILITY; NATURAL-HISTORY; BIOPSY; STEATOHEPATITIS; QUANTIFICATION; FIBROSIS; SPECTROSCOPY; NAFLD;
D O I
10.1148/radiol.14140754
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 previously proposed high-specificity magnetic resonance (MR) imaging-estimated proton density fat fraction (PDFF) thresholds for diagnosis of steatosis grade 1 or higher (PDFF threshold of 6.4%), grade 2 or higher (PDFF threshold of 17.4%), and grade 3 (PDFF threshold of 22.1%) by using histologic findings as a reference in an independent cohort of adults known to have or suspected of having nonalcoholic fatty liver disease (NAFLD). Materials and Methods: This prospective, cross-sectional, institutional review board-approved, HIPAA-compliant single-center study was conducted in an independent cohort of 89 adults known to have or suspected of having NAFLD who underwent contemporaneous liver biopsy. MR imaging PDFF was estimated at 3 T by using magnitude-based low-flip-angle multiecho gradient-recalled-echo imaging with T2* correction and multipeak modeling. Steatosis was graded histologically (grades 0, 1, 2, and 3, according to the Nonalcoholic Steatohepatitis Clinical Research Network scoring system). Sensitivity, specificity, and binomial confidence intervals were calculated for the proposed MR imaging PDFF thresholds. Results: The proposed MR imaging PDFF threshold of 6.4% to diagnose grade 1 or higher steatosis had 86% sensitivity (71 of 83 patients; 95% confidence interval [CI]: 76, 92) and 83% specificity (five of six patients; 95% CI: 36, 100). The threshold of 17.4% to diagnose grade 2 or higher steatosis had 64% sensitivity (28 of 44 patients; 95% CI: 48, 78) and 96% specificity (43 of 45 patients; 95% CI: 85, 100). The threshold of 22.1% to diagnose grade 3 steatosis had 71% sensitivity (10 of 14 patients; 95% CI: 42, 92) and 92% specificity (69 of 75 patients; 95% CI: 83, 97). Conclusion: In an independent cohort of adults known to have or suspected of having NAFLD, the previously proposed MR imaging PDFF thresholds provided moderate to high sensitivity and high specificity for diagnosis of grade 1 or higher, grade 2 or higher, and grade 3 steatosis. Prospective multicenter studies are now needed to further validate these high-specificity thresholds. (C) RSNA, 2014
引用
收藏
页码:416 / 425
页数:10
相关论文
共 53 条
[1]   The natural history of nonalcoholic fatty liver disease: A population-based cohort study [J].
Adams, LA ;
Lymp, JF ;
St Sauver, J ;
Sanderson, SO ;
Lindor, KD ;
Feldstein, A ;
Angulo, P .
GASTROENTEROLOGY, 2005, 129 (01) :113-121
[2]   The histological course of nonalcoholic fatty liver disease: a longitudinal study of 103 patients with sequential liver biopsies [J].
Adams, LA ;
Sanderson, S ;
Lindor, KD ;
Angulo, P .
JOURNAL OF HEPATOLOGY, 2005, 42 (01) :132-138
[3]   Independent predictors of liver fibrosis in patients with nonalcoholic steatohepatitis [J].
Angulo, P ;
Keach, JC ;
Batts, KP ;
Lindor, KD .
HEPATOLOGY, 1999, 30 (06) :1356-1362
[4]   Epidemiology and Natural History of Non-Alcoholic Steatohepatitis [J].
Argo, Curtis K. ;
Caldwell, Stephen H. .
CLINICS IN LIVER DISEASE, 2009, 13 (04) :511-+
[5]   Sampling variability of liver fibrosis in chronic hepatitis C [J].
Bedossa, P ;
Dargère, D ;
Paradis, V .
HEPATOLOGY, 2003, 38 (06) :1449-1457
[6]   Epidemiology of Non-Alcoholic Fatty Liver Disease [J].
Bellentani, Stefano ;
Scaglioni, Federica ;
Marino, Mariano ;
Bedogni, Giorgio .
DIGESTIVE DISEASES, 2010, 28 (01) :155-161
[7]   Current concepts: Liver biopsy. [J].
Bravo, AA ;
Sheth, SG ;
Chopra, S .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 344 (07) :495-500
[8]   Relaxation effects in the quantification of fat using gradient echo imaging [J].
Bydder, Mark ;
Yokoo, Takeshi ;
Hamilton, Gavin ;
Middleton, Michael S. ;
Chavez, Alyssa D. ;
Schwimmer, Jeffrey B. ;
Lavine, Joel E. ;
Sirlin, Claude B. .
MAGNETIC RESONANCE IMAGING, 2008, 26 (03) :347-359
[9]   The diagnosis and management of non-alcoholic fatty liver disease: Practice Guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association [J].
Chalasani, Naga ;
Younossi, Zobair ;
Lavine, Joel E. ;
Diehl, Anna Mae ;
Brunt, Elizabeth M. ;
Cusi, Kenneth ;
Charlton, Michael ;
Sanyal, Arun J. .
HEPATOLOGY, 2012, 55 (06) :2005-2023
[10]   Long-term follow-up of patients with NAFLD and elevated liver enzymes [J].
Ekstedt, Mattias ;
Franzen, Lennart E. ;
Mathiesen, Ulrik L. ;
Thorelius, Lars ;
Holmqvist, Marika ;
Bodemar, Goran ;
Kechagias, Stergios .
HEPATOLOGY, 2006, 44 (04) :865-873