Agreement Between Magnetic Resonance Imaging Proton Density Fat Fraction Measurements and Pathologist-Assigned Steatosis Grades of Liver Biopsies From Adults With Nonalcoholic Steatohepatitis

被引:222
作者
Middleton, Michael S. [1 ]
Heba, Elhamy R. [1 ]
Hooker, Catherine A. [1 ]
Bashir, Mustafa R. [2 ]
Fowler, Kathryn J. [3 ]
Sandrasegaran, Kumar [4 ]
Brunt, Elizabeth M. [3 ]
Kleiner, David E. [5 ]
Doo, Edward [6 ]
Van Natta, Mark L. [7 ]
Lavine, Joel E. [8 ]
Neuschwander-Tetri, Brent A. [3 ]
Sanyal, Arun [9 ]
Loomba, Rohit [10 ]
Sirlin, Claude B. [1 ]
机构
[1] UCSD Sch Med, Dept Radiol, San Diego, CA USA
[2] Duke Univ, Med Ctr, Dept Radiol, Durham, NC 27710 USA
[3] St Louis Univ, Sch Med, St Louis, MO USA
[4] Indiana Univ Sch Med, Dept Radiol, Indianapolis, IN 46202 USA
[5] NCI, Pathol Lab, Bldg 10, Bethesda, MD 20892 USA
[6] Natl Inst Diabet & Digest & Kidney Dis, Digest Dis Branch, Liver Dis Sect, Bethesda, MD USA
[7] Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA
[8] Columbia Univ, Med Ctr, Div Pediat Gastroenterol Hepatol & Nutr, Dept Pediat, New York, NY USA
[9] Virginia Commonwealth Univ, Sch Med, Richmond, VA USA
[10] UCSD Sch Med, Div Gastroenterol, NAFLD Translat Res Unit, San Diego, CA USA
关键词
FLINT; NAFLD; Direct Comparison; Non-Invasive; PLACEBO-CONTROLLED TRIAL; TRANSIENT ELASTOGRAPHY; HEPATIC STEATOSIS; FLIP-ANGLE; DISEASE; MRI; HISTOLOGY; ACCURACY; FIBROSIS; NAFLD;
D O I
10.1053/j.gastro.2017.06.005
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: We assessed the diagnostic performance of magnetic resonance imaging (MRI) proton density fat fraction (PDFF) in grading hepatic steatosis and change in hepatic steatosis in adults with nonalcoholic steatohepatitis (NASH) in a multi-center study, using central histology as reference. METHODS: We collected data from 113 adults with NASH participating in a multi-center, randomized, double-masked, placebo-controlled, phase 2b trial to compare the efficacy cross-sectionally and longitudinally of obeticholic acid vs placebo. Hepatic steatosis was assessed at baseline and after 72 weeks of obeticholic acid or placebo by liver biopsy and MRI (scanners from different manufacturers, at 1.5T or 3T). We compared steatosis estimates by PDFF vs histology. Histologic steatosis grade was scored in consensus by a pathology committee. Cross-validated receiver operating characteristic (ROC) analyses were performed. RESULTS: At baseline, 34% of subjects had steatosis grade 0 or 1, 39% had steatosis grade 2, and 27% had steatosis grade 3; corresponding mean PDFF values were 9.8%+/-3.7%, 18.1%+/-4.3%, and 30.1%+/-8.1%. PDFF classified steatosis grade 0-1 vs 2-3 with an area under the ROC curve (AUROC) of 0.95 (95% CI, 0.91-0.98), and grade 0-2 vs grade 3 steatosis with anAUROC of 0.96 (95% CI, 0.93-0.99). PDFF cut-off values at 90% specificity were 16.3% for grades 2-3 and 21.7% for grade 3, with corresponding sensitivities of 83% and 84%. After 72 weeks' of obeticholic vs placebo, 42% of subjects had a reduced steatosis grade (mean reduction in PDFF from baseline of 7.4%+/-8.7%), 49% had no change in steatosis grade (mean increase in PDFF from baseline of 0.3%+/-6.3%), and 9% had an increased steatosis grade (mean increase in PDFF from baseline of 7.7%+/-6.0%). PDFF change identified subjects with reduced steatosis grade with an AUROC of 0.81 (95% CI, 0.71-0.91) and increased steatosis grade with an AUROC of 0.81 (95% CI, 0.63-0.99). A PDFF reduction of 5.15% identified subjects with reduced steatosis grade with 90% specificity and 58% sensitivity, whereas a PDFF increase of 5.6% identified those with increased steatosis grade with 90% specificity and 57% sensitivity. CONCLUSIONS: Based on data from a phase 2 randomized controlled trial of adults with NASH, PDFF estimated by MRI scanners of different field strength and at different sites, accurately classifies grades and changes in hepatic steatosis when histologic analysis of biopsies is used as a reference.
引用
收藏
页码:753 / 761
页数:9
相关论文
共 31 条
[1]   Effects of n-3 fish oil on metabolic and histological parameters in NASH: A double-blind, randomized, placebo-controlled trial [J].
Argo, Curtis K. ;
Patrie, James T. ;
Lackner, Carolin ;
Henry, Thomas D. ;
de lange, Eduard E. ;
Weltman, Arthur L. ;
Shah, Neeral L. ;
Al-Osaimi, Abdullah M. ;
Pramoonjago, Patcharin ;
Jayakumar, Saumya ;
Binder, Lukas P. ;
Simmons-Egolf, Winsor D. ;
Burks, Sandra G. ;
Bao, Yongde ;
Taylor, Ann Gill ;
Rodriguez, Jessica ;
Caldwell, Stephen H. .
JOURNAL OF HEPATOLOGY, 2015, 62 (01) :190-197
[2]   Spatial Distribution of MRI-Determined Hepatic Proton Density Fat Fraction in Adults With Nonalcoholic Fatty Liver Disease [J].
Bonekamp, Susanne ;
Tang, An ;
Mashhood, Arian ;
Wolfson, Tanya ;
Changchien, Christopher ;
Middleton, Michael S. ;
Clark, Lisa ;
Gamst, Anthony ;
Loomba, Rohit ;
Sirlin, Claude B. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, 39 (06) :1525-1532
[3]   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
[4]   In vivo characterization of the liver fat 1H MR spectrum [J].
Hamilton, Gavin ;
Yokoo, Takeshi ;
Bydder, Mark ;
Cruite, Irene ;
Schroeder, Michael E. ;
Sirlin, Claude B. ;
Middleton, Michael S. .
NMR IN BIOMEDICINE, 2011, 24 (07) :784-790
[5]   Magnetic Resonance Imaging More Accurately Classifies Steatosis and Fibrosis in Patients With Nonalcoholic Fatty Liver Disease Than Transient Elastography [J].
Imajo, Kento ;
Kessoku, Takaomi ;
Honda, Yasushi ;
Tomeno, Wataru ;
Ogawa, Yuji ;
Mawatari, Hironori ;
Fujita, Koji ;
Yoneda, Masato ;
Taguri, Masataka ;
Hyogo, Hideyuki ;
Sumida, Yoshio ;
Ono, Masafumi ;
Eguchi, Yuichiro ;
Inoue, Tomio ;
Yamanaka, Takeharu ;
Wada, Koichiro ;
Saito, Satoru ;
Nakajima, Atsushi .
GASTROENTEROLOGY, 2016, 150 (03) :626-+
[6]   Reproducibility of MRI-Determined Proton Density Fat Fraction Across Two Different MR Scanner Platforms [J].
Kang, Geraldine H. ;
Cruite, Irene ;
Shiehmorteza, Masoud ;
Wolfson, Tanya ;
Gamst, Anthony C. ;
Hamilton, Gavin ;
Bydder, Mark ;
Middleton, Michael S. ;
Sirlin, Claude B. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2011, 34 (04) :928-934
[7]   Design and validation of a histological scoring system for nonalcoholic fatty liver disease [J].
Kleiner, DE ;
Brunt, EM ;
Van Natta, M ;
Behling, C ;
Contos, MJ ;
Cummings, OW ;
Ferrell, LD ;
Liu, YC ;
Torbenson, MS ;
Unalp-Arida, A ;
Yeh, M ;
McCullough, AJ ;
Sanyal, AJ .
HEPATOLOGY, 2005, 41 (06) :1313-1321
[8]   World Gastroenterology Organisation Global Guidelines Nonalcoholic Fatty Liver Disease and Nonalcoholic Steatohepatitis [J].
LaBrecque, Douglas R. ;
Abbas, Zaigham ;
Anania, Frank ;
Ferenci, Peter ;
Khan, Aamir G. ;
Goh, Khean-Lee ;
Hamid, Saeed S. ;
Isakov, Vasily ;
Lizarzabal, Maribel ;
Penaranda, Manuel M. ;
Ramos, Juan F. R. ;
Sarin, Shiv ;
Stimac, Davor ;
Thomson, Alan B. R. ;
Umar, Muhammed ;
Krabshuis, Justus ;
LeMair, Anton .
JOURNAL OF CLINICAL GASTROENTEROLOGY, 2014, 48 (06) :467-473
[9]   ESTIMATION OF ERROR RATES IN DISCRIMINANT ANALYSIS [J].
LACHENBR.PA ;
MICKEY, MR .
TECHNOMETRICS, 1968, 10 (01) :1-&
[10]   The Epidemiology of Nonalcoholic Fatty Liver Disease: A Global Perspective [J].
Lazo, Mariana ;
Clark, Jeanne M. .
SEMINARS IN LIVER DISEASE, 2008, 28 (04) :339-350