Longitudinal correlations between MRE, MRI-PDFF, and liver histology in patients with non-alcoholic steatohepatitis: Analysis of data from a phase II trial of selonsertib

被引:162
作者
Jayakumar, Saumya [1 ]
Middleton, Michael S. [1 ]
Lawitz, Eric J. [2 ]
Mantry, Parvez S. [3 ]
Caldwell, Stephen H. [4 ]
Arnold, Hays [5 ]
Diehl, Anna Mae [6 ]
Ghalib, Reem [7 ]
Elkhashab, Magdy [8 ]
Abdelmalek, Manal F. [6 ]
Kowdley, Kris V. [9 ]
Djedjos, C. Stephen [10 ]
Xu, Ren [10 ]
Han, Ling [10 ]
Subramanian, G. Mani [10 ]
Myers, Robert P. [10 ]
Goodman, Zachary D. [11 ]
Afdhal, Nezam H. [12 ]
Charlton, Michael R. [13 ]
Sirlin, Claude B. [1 ]
Loomba, Rohit [1 ]
机构
[1] Univ Calif San Diego, San Diego, CA 92103 USA
[2] Univ Texas Hlth San Antonio, Texas Liver Inst, San Antonio, TX USA
[3] Methodist Dallas, Liver Inst, Dallas, TX USA
[4] Univ Virginia, Charlottesville, VA USA
[5] Gastroenterol Consultants San Antonio, San Antonio, TX USA
[6] Duke Univ, Durham, NC USA
[7] Texas Clin Res Inst, Arlington, TX USA
[8] Toronto Liver Ctr, Toronto, ON, Canada
[9] Swedish Med Ctr, Seattle, WA USA
[10] Gilead Sci Inc, 353 Lakeside Dr, Foster City, CA 94404 USA
[11] Inova Fairfax Hosp, Falls Church, VA USA
[12] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Boston, MA USA
[13] Univ Chicago, Chicago, IL 60637 USA
关键词
Non-alcoholic fatty liver disease; Non-alcoholic steatohepatitis; Hepatic steatosis; Non-invasive tests; Liver biopsy; MAGNETIC-RESONANCE ELASTOGRAPHY; DENSITY FAT FRACTION; AMERICAN ASSOCIATION; DIAGNOSTIC-ACCURACY; FIBROSIS STAGE; DISEASE; BIOPSY; STEATOSIS; NAFLD; PERFORMANCE;
D O I
10.1016/j.jhep.2018.09.024
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
Background & Aims: Non-invasive tools for monitoring treatment response and disease progression in non-alcoholic steatohepatitis (NASH) are needed. Our objective was to evaluate the utility of magnetic resonance (MR)-based hepatic imaging measures for the assessment of liver histology in patients with NASH. Methods: We analyzed data from patients with NASH and stage 2 or 3 fibrosis enrolled in a phase II study of selonsertib. Pre-and post-treatment assessments included centrally read MR elastography (MRE)-estimated liver stiffness, MR imaging-estimated proton density fat fraction (MRI-PDFF), and liver biopsies evaluated according to the NASH Clinical Research Network classification and the non-alcoholic fatty liver disease activity score (NAS). Results: Among 54 patients with MRE and biopsies at baseline and week 24, 18 (33%) had fibrosis improvement (>= 1-stage reduction) after undergoing 24 weeks of treatment with the study drug. The area under the receiver operating characteristic curve (AUROC) of MRE-stiffness to predict fibrosis improvement was 0.62 (95% CI 0.46-0.78) and the optimal threshold was a >= 0% relative reduction. At this threshold, MRE had 67% sensitivity, 64% specificity, 48% positive predictive value, 79% negative predictive value. Among 65 patients with MRI-PDFF and biopsies at baseline and week 24, a >= 1-grade reduction in steatosis was observed in 18 (28%). The AUROC of MRI-PDFF to predict steatosis response was 0.70 (95% CI 0.57-0.83) and the optimal threshold was a >= 0% relative reduction. At this threshold, MRI-PDFF had 89% sensitivity and 47% specificity, 39% positive predictive value, and 92% negative predictive value. Conclusions: These preliminary data support the further evaluation of MRE-stiffness and MRI-PDFF for the longitudinal assessment of histologic response in patients with NASH. Lay summary: Liver biopsy is a potentially painful and risky method to assess damage to the liver due to non-alcoholic steatohepatitis (NASH). We analyzed data from a clinical trial to determine if 2 methods of magnetic resonance imaging - 1 to measure liver fat and 1 to measure liver fibrosis (scarring) - could potentially replace liver biopsy in evaluating NASH-related liver injury. Both imaging methods were correlated with biopsy in showing the effects of NASH on the liver. (C) 2018 European Association for the Study of the Liver. Published by Elsevier B.V.
引用
收藏
页码:133 / 141
页数:9
相关论文
共 31 条
[1]
Liver Fibrosis, but No Other Histologic Features, Is Associated With Long-term Outcomes of Patients With Nonalcoholic Fatty Liver Disease [J].
Angulo, Paul ;
Kleiner, David E. ;
Dam-Larsen, Sanne ;
Adams, Leon A. ;
Bjornsson, Einar S. ;
Charatcharoenwitthaya, Phunchai ;
Mills, Peter R. ;
Keach, Jill C. ;
Lafferty, Heather D. ;
Stahler, Alisha ;
Haflidadottir, Svanhildur ;
Bendtsen, Flemming .
GASTROENTEROLOGY, 2015, 149 (02) :389-+
[2]
The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases [J].
Chalasani, Naga ;
Younossi, Zobair ;
Lavine, Joel E. ;
Charlton, Michael ;
Cusi, Kenneth ;
Rinella, Mary ;
Harrison, Stephen A. ;
Brunt, Elizabeth M. ;
Sanyal, Arun J. .
HEPATOLOGY, 2018, 67 (01) :328-357
[3]
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
[4]
Increased Risk of Mortality by Fibrosis Stage in Nonalcoholic Fatty Liver Disease: Systematic Review and Meta-Analysis [J].
Dulai, Parambir S. ;
Singh, Siddharth ;
Patel, Janki ;
Soni, Meera ;
Prokop, Larry J. ;
Younossi, Zobair ;
Sebastiani, Giada ;
Ekstedt, Mattias ;
Hagstrom, Hannes ;
Nasr, Patrik ;
Stal, Per ;
Wong, Vincent Wai-Sun ;
Kechagias, Stergios ;
Hultcrantz, Rolf ;
Loomba, Rohit .
HEPATOLOGY, 2017, 65 (05) :1557-1565
[5]
MRI and MRE for non-invasive quantitative assessment of hepatic steatosis and fibrosis in NAFLD and NASH: Clinical trials to clinical practice [J].
Dulai, Parambir S. ;
Sirlin, Claude B. ;
Loomba, Rohit .
JOURNAL OF HEPATOLOGY, 2016, 65 (05) :1006-1016
[6]
Fibrosis Stage Is the Strongest Predictor for Disease-Specific Mortality in NAFLD After Up to 33 Years of Follow-Up [J].
Ekstedt, Mattias ;
Hagstrom, Hannes ;
Nasr, Patrik ;
Fredrikson, Mats ;
Stal, Per ;
Kechagias, Stergios ;
Hultcrantz, Rolf .
HEPATOLOGY, 2015, 61 (05) :1547-1554
[7]
Noninvasive markers of fibrosis in nonalcoholic fatty liver disease: Validating the European liver fibrosis panel and exploring simple markers [J].
Guha, Indra Neil ;
Parkes, Julie ;
Roderick, Paul ;
Chattopadhyay, Dipanker ;
Cross, Richard ;
Harris, Scott ;
Kaye, Philip ;
Burt, Alastair D. ;
Ryder, Steve D. ;
Aithal, Guruprasad P. ;
Day, Christopher P. ;
Rosenberg, William M. .
HEPATOLOGY, 2008, 47 (02) :455-460
[8]
Accuracy and the Effect of Possible Subject-Based Confounders of Magnitude-Based MRI for Estimating Hepatic Proton Density Fat Fraction in Adults, Using MR Spectroscopy as Reference [J].
Heba, Elhamy R. ;
Desai, Ajinkya ;
Zand, Kevin A. ;
Hamilton, Gavin ;
Wolfson, Tanya ;
Schlein, Alexandra N. ;
Gamst, Anthony ;
Loomba, Rohit ;
Sirlin, Claude B. ;
Middleton, Michael S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (02) :398-406
[9]
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
[10]
The ASK1 inhibitor selonsertib in patients with nonalcoholic steatohepatitis: A randomized, phase 2 trial [J].
Loomba, Rohit ;
Lawitz, Eric ;
Mantry, Parvez S. ;
Jayakumar, Saumya ;
Caldwell, Stephen H. ;
Arnold, Hays ;
Diehl, Anna Mae ;
Djedjos, C. Stephen ;
Han, Ling ;
Myers, Robert P. ;
Subramanian, G. Mani ;
McHutchison, John G. ;
Goodman, Zachary D. ;
Afdhal, Nezam H. ;
Charlton, Michael R. .
HEPATOLOGY, 2018, 67 (02) :549-559