1
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Loomba R, Clark G, Teckman J, Ajmera V, Behling C, Brantly M, Brenner D, D'Armiento J, Fried MW, Iyer JS, Mandorfer M, Rockey DC, Tincopa M, Vuppalanchi R, Younossi Z, Krag A, Turner AM, Strnad P. Review article: New developments in biomarkers and clinical drug development in alpha-1 antitrypsin deficiency-related liver disease. Aliment Pharmacol Ther 2024; 59:1183-1195. [PMID: 38516814 DOI: 10.1111/apt.17967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/04/2024] [Accepted: 03/12/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Alpha-1 antitrypsin liver disease (AATLD) occurs in a subset of patients with alpha-1 antitrypsin deficiency. Risk factors for disease progression and specific pathophysiologic features are not well known and validated non-invasive assessments for disease severity are lacking. Currently, there are no approved treatments for AATLD. AIMS To outline existing understanding of AATLD and to identify knowledge gaps critical to improving clinical trial design and development of new treatments. METHODS This report was developed following a multi-stakeholder forum organised by the Alpha-1 Antitrypsin Deficiency Related Liver Disease Expert Panel in which experts presented an overview of the available literature on this topic. RESULTS AATLD results from a 'gain of toxic function' and primarily manifests in those with the homozygous Pi*ZZ genotype. Accumulation of misfolded 'Z' AAT protein in liver cells triggers intracellular hepatocyte injury which may ultimately lead to hepatic fibrosis. Male gender, age over 50 years, persistently elevated liver tests, concomitant hepatitis B or C virus infection, and metabolic syndrome, including obesity and type 2 diabetes mellitus, are known risk factors for adult AATLD. While the gold standard for assessing AATLD disease activity is liver histology, less invasive measures with low intra- and inter-observer variability are needed. Measurement of liver stiffness shows promise; validated thresholds for staging AATLD are in development. Such advances will help patients by enabling risk stratification and personalised surveillance, along with streamlining the development process for novel therapies. CONCLUSIONS This inaugural forum generated a list of recommendations to address unmet needs in the field of AATLD.
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Affiliation(s)
- Rohit Loomba
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Ginger Clark
- Department of Medicine, University of Florida, Gainesville, Florida, USA
| | - Jeff Teckman
- Pediatrics and Biochemistry, St. Louis University School of Medicine, Saint Louis, Missouri, USA
| | - Veeral Ajmera
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Cynthia Behling
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, San Diego, California, USA
- Pacific Rim Pathology Lab, San Diego, California, USA
| | - Mark Brantly
- Division of Pulmonary, Critical Care & Sleep Medicine, University of Florida College of Medicine, Gainesville, Florida, USA
| | - David Brenner
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Jeanine D'Armiento
- Department of Medicine, Columbia University Medical Center, New York, New York, USA
| | | | | | - Mattias Mandorfer
- Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology & Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Don C Rockey
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Monica Tincopa
- University of California San Diego, San Diego, California, USA
| | - Raj Vuppalanchi
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | | | | | - Pavel Strnad
- University Hospital RWTH Aachen, Healthcare Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany
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2
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Hang Nghiem-Rao T, Johnson JS, Pan A, Atkinson SN, Behling C, Simpson PM, Holtz ML, Weinstock GM, Schwimmer JB, Salzman NH. A serum-induced gene signature in hepatocytes is associated with pediatric nonalcoholic fatty liver disease. J Pediatr Gastroenterol Nutr 2024; 78:886-897. [PMID: 38390691 DOI: 10.1002/jpn3.12163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/19/2023] [Accepted: 02/03/2024] [Indexed: 02/24/2024]
Abstract
OBJECTIVE Pediatric nonalcoholic fatty liver disease (NAFLD) is a growing problem, but its underlying mechanisms are poorly understood. We used transcriptomic reporter cell assays to investigate differences in transcriptional signatures induced in hepatocyte reporter cells by the sera of children with and without NAFLD. METHODS We studied serum samples from 45 children with NAFLD and 28 children without NAFLD. The sera were used to induce gene expression in cultured HepaRG cells and RNA-sequencing was used to determine gene expression. Computational techniques were used to compare gene expression patterns. RESULTS Sera from children with NAFLD induced the expression of 195 genes that were significantly differentially expressed in hepatocytes compared to controls with obesity. NAFLD was associated with increased expression of genes promoting inflammation, collagen synthesis, and extracellular matrix remodeling. Additionally, there was lower expression of genes involved in endobiotic and xenobiotic metabolism, and downregulation of peroxisome function, oxidative phosphorylation, and xenobiotic, bile acid, and fatty acid metabolism. A 13-gene signature, including upregulation of TREM1 and MMP1 and downregulation of CYP2C9, was consistently associated with all diagnostic categories of pediatric NAFLD. CONCLUSION The extracellular milieu of sera from children with NAFLD induced specific gene profiles distinguishable by a hepatocyte reporter system. Circulating factors may contribute to inflammation and extracellular matrix remodeling and impair xenobiotic and endobiotic metabolism in pediatric NAFLD.
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Affiliation(s)
- T Hang Nghiem-Rao
- Department of Pediatrics, Division of Neonatology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jethro S Johnson
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut, USA
- Oxford Centre for Microbiome Studies, Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Amy Pan
- Department of Pediatrics, Division of Quantitative Health Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Center for Microbiome Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Samantha N Atkinson
- Center for Microbiome Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Cynthia Behling
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, San Diego School of Medicine, University of California, La Jolla, California, USA
- Department of Pathology, Sharp Medical Center, San Diego, California, USA
| | - Pippa M Simpson
- Department of Pediatrics, Division of Quantitative Health Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Mary L Holtz
- Center for Microbiome Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Pediatrics, Division of Gastroenterology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - George M Weinstock
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut, USA
- Department of Genetics and Genome Sciences, University of Connecticut Health Center, Farmington, Connecticut, USA
| | - Jeffrey B Schwimmer
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, San Diego School of Medicine, University of California, La Jolla, California, USA
- Department of Gastroenterology, Rady Children's Hospital San Diego, San Diego, California, USA
| | - Nita H Salzman
- Center for Microbiome Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Pediatrics, Division of Gastroenterology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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3
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Wattacheril J, Kleinstein SE, Shea PR, Wilson LA, Subramanian GM, Myers RP, Lefkowitch J, Behling C, Xanthakos SA, Goldstein DB. Investigating the Relationship Between Rare Genetic Variants and Fibrosis in Pediatric Nonalcoholic Fatty Liver Disease. medRxiv 2024:2024.03.02.24303632. [PMID: 38496563 PMCID: PMC10942529 DOI: 10.1101/2024.03.02.24303632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Background and Aims Nonalcoholic Fatty Liver Disease (NAFLD) is a complex human disease. Common genetic variation in the patatin-like phospholipase domain containing 3 (PNPLA3) and transmembrane 6 superfamily member 2 (TM6SF2) genes have been associated with an increased risk of developing NAFLD, nonalcoholic steatohepatitis (NASH), and fibrosis in adults. The role of rare genetic variants in the development and progression of NAFLD in children is not well known. We aimed to explore the role of rare genetic variants in pediatric patients with advanced fibrosis. Methods Whole exome sequencing data was generated for 229 pediatric patients diagnosed with NAFLD recruited from the NASH Clinical Research Network (NASH CRN). Case-control single variant and gene-based collapsing analyses were used to test for rare variants that were enriched or depleted within the pediatric NAFLD cohort specifically for advanced fibrosis (cases) versus those without fibrosis (controls) or six other histologic characteristics. Exome data from non-NAFLD population controls were also used for additional analyses. All results were adjusted for multiple testing using a Bonferroni correction. Results No genome-wide significant associations were found between rare variation and presence of advanced fibrosis or NASH, nor the severity of steatosis, inflammation, or hepatocellular ballooning. Significantly, no enrichment of rare variants in PNPLA3 or TM6SF2 was observed across phenotypes. Conclusion In a cohort of children with histologically proven NAFLD, no genome-wide significant associations were found between rare genetic variation and advanced fibrosis or six other histologic features. Of particular interest was the lack of association with genes of interest in adults: PNPLA3 and TM6SF2, though limitations in sample size may reduce the ability to detect associations, particularly with rare variation.
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Affiliation(s)
- Julia Wattacheril
- Columbia University Vagelos College of Physicians and Surgeons, Department of Medicine, Center for Liver Disease and Transplantation, New York Presbyterian Hospital
| | - Sarah E. Kleinstein
- Columbia University Vagelos College of Physicians and Surgeons, Institute for Genomic Medicine
| | - Patrick R. Shea
- Columbia University Vagelos College of Physicians and Surgeons, Institute for Genomic Medicine
| | | | | | | | - Jay Lefkowitch
- Columbia University Vagelos College of Physicians and Surgeons, Department of Pathology
| | | | - Stavra A. Xanthakos
- Department of Pediatrics, University of Cincinnati, Cincinnati Children’s Hospital Medical Center
| | - David B. Goldstein
- Columbia University Vagelos College of Physicians and Surgeons, Institute for Genomic Medicine
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Loomba R, Amangurbanova M, Bettencourt R, Madamba E, Siddiqi H, Richards L, Behling C, Sirlin CB, Gottwald MD, Feng S, Margalit M, Huang DQ. MASH Resolution Index: development and validation of a non-invasive score to detect histological resolution of MASH. Gut 2024:gutjnl-2023-331401. [PMID: 38418210 DOI: 10.1136/gutjnl-2023-331401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/25/2024] [Indexed: 03/01/2024]
Abstract
BACKGROUND Dynamic changes in non-invasive tests, such as changes in alanine aminotransferase (ALT) and MRI proton-density-fat-fraction (MRI-PDFF), may help to detect metabolic dysfunction-associated steatohepatitis (MASH) resolution, but a combination of non-invasive tests may be more accurate than either alone. We developed a novel non-invasive score, the MASH Resolution Index, to detect the histological resolution of MASH. METHODS This study included a derivation cohort of 95 well-characterised adult participants (67% female) with biopsy-confirmed MASH who underwent contemporaneous laboratory testing, MRI-PDFF and liver biopsy at two time points. The primary objective was to develop a non-invasive score to detect MASH resolution with no worsening of fibrosis. The most predictive logistic regression model was selected based on the highest area under the receiver operating curve (AUC), and the lowest Akaike information criterion and Bayesian information criterion. The model was then externally validated in a distinct cohort of 163 participants with MASH from a clinical trial. RESULTS The median (IQR) age and body mass index were 55 (45-62) years and 32.0 (30-37) kg/m2, respectively, in the derivation cohort. The most accurate model (MASH Resolution Index) included MRI-PDFF, ALT and aspartate aminotransferase. The index had an AUC of 0.81 (95% CI 0.69 to 0.93) for detecting MASH resolution in the derivation cohort. The score calibrated well and performed robustly in a distinct external validation cohort (AUC 0.83, 95% CI 0.76 to 0.91), and outperformed changes in ALT and MRI-PDFF. CONCLUSION The MASH Resolution Index may be a useful score to non-invasively identify MASH resolution.
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Affiliation(s)
- Rohit Loomba
- MASLD Research Center, University of California San Diego, La Jolla, California, USA
- Division of Epidemiology, University of California, San Diego, California, USA
| | | | - Ricki Bettencourt
- NAFLD Research Center, University of California, La Jolla, California, USA
| | - Egbert Madamba
- NAFLD Research Center, University of California, La Jolla, California, USA
| | - Harris Siddiqi
- NAFLD Research Center, University of California, La Jolla, California, USA
| | - Lisa Richards
- NAFLD Research Center, University of California, La Jolla, California, USA
| | - Cynthia Behling
- Department of Pathology, University of California, La Jolla, California, USA
| | - Claude B Sirlin
- Department of Radiology, University of California, La Jolla, California, USA
| | | | | | | | - Daniel Q Huang
- MASLD Research Center, University of California San Diego, La Jolla, California, USA
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Gastroenterology and Hepatology, National University Hospital, Singapore
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5
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Ratziu V, Hompesch M, Petitjean M, Serdjebi C, Iyer JS, Parwani AV, Tai D, Bugianesi E, Cusi K, Friedman SL, Lawitz E, Romero-Gómez M, Schuppan D, Loomba R, Paradis V, Behling C, Sanyal AJ. Artificial intelligence-assisted digital pathology for non-alcoholic steatohepatitis: current status and future directions. J Hepatol 2024; 80:335-351. [PMID: 37879461 DOI: 10.1016/j.jhep.2023.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 08/28/2023] [Accepted: 10/09/2023] [Indexed: 10/27/2023]
Abstract
The worldwide prevalence of non-alcoholic steatohepatitis (NASH) is increasing, causing a significant medical burden, but no approved therapeutics are currently available. NASH drug development requires histological analysis of liver biopsies by expert pathologists for trial enrolment and efficacy assessment, which can be hindered by multiple issues including sample heterogeneity, inter-reader and intra-reader variability, and ordinal scoring systems. Consequently, there is a high unmet need for accurate, reproducible, quantitative, and automated methods to assist pathologists with histological analysis to improve the precision around treatment and efficacy assessment. Digital pathology (DP) workflows in combination with artificial intelligence (AI) have been established in other areas of medicine and are being actively investigated in NASH to assist pathologists in the evaluation and scoring of NASH histology. DP/AI models can be used to automatically detect, localise, quantify, and score histological parameters and have the potential to reduce the impact of scoring variability in NASH clinical trials. This narrative review provides an overview of DP/AI tools in development for NASH, highlights key regulatory considerations, and discusses how these advances may impact the future of NASH clinical management and drug development. This should be a high priority in the NASH field, particularly to improve the development of safe and effective therapeutics.
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Affiliation(s)
- Vlad Ratziu
- Sorbonne Université, ICAN Institute for Cardiometabolism and Nutrition, Hospital Pitié-Salpêtrière, INSERM UMRS 1138 CRC, Paris, France.
| | | | | | | | | | - Anil V Parwani
- Department of Pathology, The Ohio State University, Columbus, OH, USA
| | | | | | - Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, FL, USA
| | - Scott L Friedman
- Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Eric Lawitz
- Texas Liver Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Manuel Romero-Gómez
- Hospital Universitario Virgen del Rocío, CiberEHD, Insituto de Biomedicina de Sevilla (HUVR/CSIC/US), Universidad de Sevilla, Seville, Spain
| | - Detlef Schuppan
- Institute of Translational Immunology and Department of Medicine, University Medical Center, Mainz, Germany; Department of Hepatology and Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Rohit Loomba
- NAFLD Research Center, University of California at San Diego, San Diego, CA, USA
| | - Valérie Paradis
- Université Paris Cité, Service d'Anatomie Pathologique, Hôpital Beaujon, Paris, France
| | | | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, USA
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6
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Palmer M, Kleiner DE, Goodman Z, Brunt E, Avigan MI, Regev A, Hayashi PH, Lewis JH, Mehta R, Harrison SA, Siciliano M, McWherter CA, Vuppalanchi R, Behling C, Miller V, Chalasani N, Sanyal AJ. Liver biopsy for assessment of suspected drug-induced liver injury in metabolic dysfunction-associated steatohepatitis clinical trials: Expert consensus from the Liver Forum. Aliment Pharmacol Ther 2024; 59:201-216. [PMID: 37877759 DOI: 10.1111/apt.17762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 05/25/2023] [Accepted: 10/03/2023] [Indexed: 10/26/2023]
Abstract
BACKGROUND Causality assessment of suspected drug-induced liver injury (DILI) during metabolic dysfunction-associated steatohepatitis (MASH) clinical trials can be challenging, and liver biopsies are not routinely performed as part of this evaluation. While the field is moving away from liver biopsy as a diagnostic and prognostic tool, information not identified by non-invasive testing may be provided on histology. AIM To address the appropriate utilisation of liver biopsy as part of DILI causality assessment in this setting. METHODS From 2020 to 2022, the Liver Forum convened a series of webinars on issues pertaining to liver biopsy during MASH trials. The Histology Working Group was formed to generate a series of consensus documents addressing these challenges. This manuscript focuses on liver biopsy as part of DILI causality assessment. RESULTS Expert opinion, guidance and recommendations on the role of liver biopsy as part of causality assessment of suspected DILI occurring during clinical trials for a drug(s) being developed for MASH are provided. Lessons learned from prior MASH programs are reviewed and gaps identified. CONCLUSIONS Although there are no pathognomonic features, histologic evaluation of suspected DILI during MASH clinical trials may alter patient management, define the pattern and severity of injury, detect findings that favour a diagnosis of DILI versus MASH progression, identify prognostic features, characterise the clinicopathological phenotype of DILI, and/or define lesions that influence decisions about trial discontinuation and further development of the drug.
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Affiliation(s)
| | - David E Kleiner
- Laboratory of Pathology, National Cancer Institute, Bethesda, Maryland, USA
| | - Zachary Goodman
- Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, Virginia, USA
| | - Elizabeth Brunt
- Pathology and Immunology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Mark I Avigan
- Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | | | - Paul H Hayashi
- Division of Hepatology and Nutrition, Food and Drug Administration, Silver Spring, Maryland, USA
| | - James H Lewis
- Division of Gastroenterology, Georgetown University Hospital, Washington, District of Columbia, USA
| | - Ruby Mehta
- Center for Drug Evaluation and Research Office of New Drugs, Office of Inflammation and Immunity, Division of Hepatology and Nutrition, US Food and Drug Administration, Silver Spring, Maryland, USA
| | | | - Massimo Siciliano
- Fatebenefratelli Gemelli Isola - Rome, Sacred Heart Catholic Univesity, Rome, Italy
| | - Charles A McWherter
- Research and Development, CymaBay Therapeutics, Inc., Newark, California, USA
| | - Raj Vuppalanchi
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | - Veronica Miller
- University of California Berkeley, School of Public Health, Forum for Collaborative Research, Washington, District of Columbia, USA
| | - Naga Chalasani
- Indiana University School of Medicine, Indiana University Health, Indianapolis, Indiana, USA
| | - Arun J Sanyal
- Stravitz-Sanyal Institute for Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
- Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
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7
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Harrison SA, Frias JP, Neff G, Abrams GA, Lucas KJ, Sanchez W, Gogia S, Sheikh MY, Behling C, Bedossa P, Shao L, Chan D, Fong E, de Temple B, Shringarpure R, Tillman EJ, Rolph T, Cheng A, Yale K. Safety and efficacy of once-weekly efruxifermin versus placebo in non-alcoholic steatohepatitis (HARMONY): a multicentre, randomised, double-blind, placebo-controlled, phase 2b trial. Lancet Gastroenterol Hepatol 2023; 8:1080-1093. [PMID: 37802088 DOI: 10.1016/s2468-1253(23)00272-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 08/02/2023] [Accepted: 08/03/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Fibroblast growth factor 21 (FGF21) regulates metabolism and protects cells against stress. Efruxifermin is a bivalent Fc-FGF21 analogue that replicates FGF21 agonism of fibroblast growth factor receptor 1c, 2c, or 3c. The aim of this phase 2b study was to assess its efficacy and safety in patients with non-alcoholic steatohepatitis (NASH) and moderate (F2) or severe (F3) fibrosis. METHODS HARMONY is a multicentre, randomised, double-blind, placebo-controlled, 96-week, phase 2b trial that was initiated at 41 clinics in the USA. Adults with biopsy-confirmed NASH, defined by a non-alcoholic fatty liver disease activity score (NAS) of 4 or higher and scores of 1 or higher in each of steatosis, ballooning, and lobular inflammation, with histological stage F2 or F3 fibrosis, were randomly assigned (1:1:1), via an interactive response system, to receive placebo or efruxifermin (28 mg or 50 mg), subcutaneously once weekly. Patients, investigators, pathologists, site staff, and the sponsor were masked to group assignments during the study. The primary endpoint was the proportion of patients with improvement in fibrosis of at least 1 stage and no worsening of NASH, based on analyses of baseline and week 24 biopsies (liver biopsy analysis set [LBAS]). A sensitivity analysis evaluated the endpoint in the full analysis set (FAS), for which patients with missing biopsies were considered non-responders. This trial is registered with ClinicalTrials.gov, NCT04767529, and is ongoing. FINDINGS Between March 22, 2021, and Feb 7, 2022, 747 patients were assessed for eligibility and 128 patients (mean age 54·7 years [SD 10·4]; 79 [62%] female and 49 male [38%]; 118 [92%] white; and 56 [41%] Hispanic or Latino) were enrolled and randomly assigned to receive placebo (n=43), efruxifermin 28 mg (n=42; two randomised patients were not dosed because of an administrative error), or efruxifermin 50 mg (n=43). In the LBAS (n=113), eight (20%) of 41 patients in the placebo group had an improvement in fibrosis of at least 1 stage and no worsening of NASH by week 24 versus 15 (39%) of 38 patients in the efruxifermin 28 mg group (risk ratio [RR] 2·3 [95% CI 1·1-4·8]; p=0·025) and 14 (41%) of 34 patients in the efruxifermin 50 mg group (2·2 [1·0-5·0]; p=0·036). Based on the FAS (n=128), eight (19%) of 43 patients in the placebo group met this endpoint versus 15 (36%) of 42 in the efruxifermin 28 mg group (RR 2·2 [95% CI 1·0-4·8]; p=0·033) and 14 (33%) of 43 in the efruxifermin 50 mg group (1·9 [0·8-4·3]; p=0·123). The most frequent efruxifermin-related adverse events were diarrhoea (16 [40%] of 40 patients in the efruxifermin 28 mg group and 17 [40%] of 43 patients in efruxifermin 50 mg group vs eight [19%] of 43 patients in the placebo group; all events except one were grade 1-2) and nausea (11 [28%] patients in the efruxifermin 28 mg group and 18 [42%] patients in the efruxifermin 50 mg group vs ten [23%] patients in the placebo group; all grade 1-2). Five patients (two in the 28 mg group and three in the 50 mg group) discontinued due to adverse events. Serious adverse events occurred in four patients in the 50 mg group; one was defined as drug related (ulcerative esophagitis in a participant with a history of gastro-oesophageal reflux disease). No deaths occurred. INTERPRETATION Efruxifermin improved liver fibrosis and resolved NASH over 24 weeks in patients with F2 or F3 fibrosis, with acceptable tolerability, supporting further assessment in phase 3 trials. FUNDING Akero Therapeutics.
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Affiliation(s)
- Stephen A Harrison
- Department of Hepatology, University of Oxford, Oxford, UK; Pinnacle Clinical Research, San Antonio, TX, USA
| | - Juan P Frias
- Velocity Clinical Research, Los Angeles, CA, USA
| | - Guy Neff
- Covenant Metabolic Specialists, Sarasota, FL, USA
| | - Gary A Abrams
- Department of Medicine, Prisma Health Upstate, Greenville, SC, USA
| | | | | | | | | | - Cynthia Behling
- Department of Pathology, Sharp Memorial Hospital, San Diego, CA, USA
| | - Pierre Bedossa
- Liverpat, Paris, France; Institute of Cellular Medicine, University of Newcastle, Newcastle upon Tyne, UK
| | - Lan Shao
- Statistics, Labcorp, Burlington, NC, USA
| | - Doreen Chan
- Akero Therapeutics, South San Francisco, CA, USA
| | - Erica Fong
- Akero Therapeutics, South San Francisco, CA, USA
| | | | | | | | | | - Andrew Cheng
- Akero Therapeutics, South San Francisco, CA, USA
| | - Kitty Yale
- Akero Therapeutics, South San Francisco, CA, USA
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8
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Wang A, Blackford AL, Behling C, Wilson LA, Newton KP, Xanthakos SA, Fishbein MH, Vos MB, Mouzaki M, Molleston JP, Jain AK, Hertel P, Harlow Adams K, Schwimmer JB. Development of Fibro-PeN, a clinical prediction model for moderate-to-severe fibrosis in children with nonalcoholic fatty liver disease. Hepatology 2023:01515467-990000000-00609. [PMID: 37870272 PMCID: PMC11035485 DOI: 10.1097/hep.0000000000000644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/23/2023] [Indexed: 10/24/2023]
Abstract
BACKGROUND AND AIMS Liver fibrosis is common in children with NAFLD and is an important determinant of outcomes. High-performing noninvasive models to assess fibrosis in children are needed. The objectives of this study were to evaluate the performance of existing pediatric and adult fibrosis prediction models and to develop a clinical prediction rule for identifying moderate-to-severe fibrosis in children with NAFLD. APPROACH AND RESULTS We enrolled children with biopsy-proven NAFLD in the Nonalcoholic Steatohepatitis Clinical Research Network within 90 days of liver biopsy. We staged liver fibrosis in consensus using the Nonalcoholic Steatohepatitis Clinical Research Network scoring system. We evaluated existing pediatric and adult models for fibrosis and developed a new pediatric model using the least absolute shrinkage and selection operator with linear and spline terms for discriminating moderate-to-severe fibrosis from none or mild fibrosis. The model was internally validated with 10-fold cross-validation. We evaluated 1055 children with NAFLD, of whom 26% had moderate-to-severe fibrosis. Existing models performed poorly in classifying fibrosis in children, with area under the receiver operator curves (AUC) ranging from 0.57 to 0.64. In contrast, our new model, fibrosis in pediatric NAFLD was derived from fourteen common clinical variables and had an AUC of 0.79 (95% CI: 0.77-0.81) with 72% sensitivity and 76% specificity for identifying moderate-to-severe fibrosis. CONCLUSION Existing fibrosis prediction models have limited clinical utility in children with NAFLD. Fibrosis in pediatric NAFLD offers improved performance characteristics for risk stratification by identifying moderate-to-severe fibrosis in children with NAFLD.
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Affiliation(s)
- Andrew Wang
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
- Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Amanda L Blackford
- Department of Oncology, Division of Quantitative Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Cynthia Behling
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Laura A Wilson
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kimberly P Newton
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
- Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Stavra A Xanthakos
- Department of Pediatrics, Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Mark H Fishbein
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Miriam B Vos
- Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Marialena Mouzaki
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Jean P Molleston
- Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ajay K Jain
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Saint Louis University, St. Louis, Missouri, USA
| | - Paula Hertel
- Department of Pediatrics, Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Kathryn Harlow Adams
- Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jeffrey B Schwimmer
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
- Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
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9
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Sanyal AJ, Shankar SS, Yates KP, Bolognese J, Daly E, Dehn CA, Neuschwander-Tetri B, Kowdley K, Vuppalanchi R, Behling C, Tonascia J, Samir A, Sirlin C, Sherlock SP, Fowler K, Heymann H, Kamphaus TN, Loomba R, Calle RA. Diagnostic performance of circulating biomarkers for non-alcoholic steatohepatitis. Nat Med 2023; 29:2656-2664. [PMID: 37679433 PMCID: PMC10579051 DOI: 10.1038/s41591-023-02539-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 08/08/2023] [Indexed: 09/09/2023]
Abstract
There are no approved diagnostic biomarkers for at-risk non-alcoholic steatohepatitis (NASH), defined by the presence of NASH, high histological activity and fibrosis stage ≥2, which is associated with higher incidence of liver-related events and mortality. FNIH-NIMBLE is a multi-stakeholder project to support regulatory approval of NASH-related biomarkers. The diagnostic performance of five blood-based panels was evaluated in an observational (NASH CRN DB2) cohort (n = 1,073) with full spectrum of non-alcoholic fatty liver disease (NAFLD). The panels were intended to diagnose at-risk NASH (NIS4), presence of NASH (OWLiver) or fibrosis stages >2, >3 or 4 (enhanced liver fibrosis (ELF) test, PROC3 and FibroMeter VCTE). The prespecified performance metric was an area under the receiver operating characteristic curve (AUROC) ≥0.7 and superiority over alanine aminotransferase for disease activity and the FIB-4 test for fibrosis severity. Multiple biomarkers met these metrics. NIS4 had an AUROC of 0.81 (95% confidence interval: 0.78-0.84) for at-risk NASH. The AUROCs of the ELF test, PROC3 and FibroMeterVCTE for clinically significant fibrosis (≥stage 2), advanced fibrosis (≥stage 3) or cirrhosis (stage 4), respectively, were all ≥0.8. ELF and FibroMeter VCTE outperformed FIB-4 for all fibrosis endpoints. These data represent a milestone toward qualification of several biomarker panels for at-risk NASH and also fibrosis severity in individuals with NAFLD.
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Affiliation(s)
- Arun J Sanyal
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
| | | | - Katherine P Yates
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | | | | | | | | | - Raj Vuppalanchi
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Cynthia Behling
- Department of Pathology, University of California San Diego School of Medicine, San Diego, CA, USA
| | - James Tonascia
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Anthony Samir
- Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital,Harvard Medical School, Boston, MA, USA
| | - Claude Sirlin
- Deptartment of Radiology, University of California San Diego School of Medicine, San Diego, CA, USA
| | | | - Kathryn Fowler
- Deptartment of Radiology, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Helen Heymann
- US Food and Drug Administration, Silver Springs, MD, USA
| | | | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, Department of Medicine, University of California, San Diego, La Jolla, CA, USA
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10
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Huang DQ, Wilson LA, Behling C, Kleiner DE, Kowdley KV, Dasarathy S, Amangurbanova M, Terrault NA, Diehl AM, Chalasani N, Neuschwander-Tetri BA, Sanyal AJ, Tonascia J, Loomba R. Fibrosis Progression Rate in Biopsy-Proven Nonalcoholic Fatty Liver Disease Among People With Diabetes Versus People Without Diabetes: A Multicenter Study. Gastroenterology 2023; 165:463-472.e5. [PMID: 37127100 PMCID: PMC10699569 DOI: 10.1053/j.gastro.2023.04.025] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/24/2023] [Accepted: 04/03/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND & AIMS There are limited data regarding fibrosis progression in biopsy-proven nonalcoholic fatty liver disease (NAFLD) in people with type 2 diabetes mellitus (T2DM) compared with people without T2DM. We assessed the time to fibrosis progression in people with T2DM compared with people without T2DM in a large, multicenter, study of people with NAFLD who had paired liver biopsies. METHODS This study included 447 adult participants (64% were female) with NAFLD who had paired liver biopsies more than 1 year apart. Liver histology was systematically assessed by a central pathology committee blinded to clinical data. The primary outcome was the cumulative incidence of a ≥1-stage increase in fibrosis in participants with T2DM compared with participants without T2DM. RESULTS The mean (SD) age and body mass index (calculated as weight in kilograms divided by the square of the height in meters) were 50.9 (11.5) years and 34.7 (6.3), respectively. The median time between biopsies was 3.3 years (interquartile range, 1.8-6.1 years). Participants with T2DM had a significantly higher cumulative incidence of fibrosis progression at 4 years (24% vs 20%), 8 years (60% vs 50%), and 12 years (93% vs 76%) (P = .005). Using a multivariable Cox proportional hazards model adjusted for multiple confounders, T2DM remained an independent predictor of fibrosis progression (adjusted hazard ratio, 1.69; 95% CI, 1.17-2.43; P = .005). The cumulative incidence of fibrosis regression by ≥1 stage was similar in participants with T2DM compared with participants without T2DM (P = .24). CONCLUSIONS In this large, multicenter cohort study of well-characterized participants with NAFLD and paired liver biopsies, we found that fibrosis progressed faster in participants with T2DM compared with participants without T2DM. These data have important implications for clinical practice and trial design.
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Affiliation(s)
- Daniel Q Huang
- Nonalcoholic Fatty Liver Disease Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Laura A Wilson
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
| | - Cynthia Behling
- University of California San Diego School of Medicine, San Diego, California
| | - David E Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | | | | | - Maral Amangurbanova
- Nonalcoholic Fatty Liver Disease Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California
| | - Norah A Terrault
- Division of Gastrointestinal and Liver Diseases, University of Southern California, Los Angeles, California
| | - Anna Mae Diehl
- Division of Gastroenterology, Duke University Medical Center, Durham, North Carolina
| | - Naga Chalasani
- Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Arun J Sanyal
- Virginia Commonwealth University School of Medicine, Richmond, Virginia
| | - James Tonascia
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
| | - Rohit Loomba
- Nonalcoholic Fatty Liver Disease Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California; Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, California.
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11
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Kim BK, Bernstein N, Huang DQ, Tamaki N, Imajo K, Yoneda M, Sutter N, Jung J, Nguyen K, Nguyen L, Le T, Madamba E, Richards L, Valasek MA, Behling C, Sirlin CB, Nakajima A, Loomba R. Clinical and histologic factors associated with discordance between steatosis grade derived from histology vs. MRI-PDFF in NAFLD. Aliment Pharmacol Ther 2023. [PMID: 37269117 DOI: 10.1111/apt.17564] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 03/29/2023] [Accepted: 05/09/2023] [Indexed: 06/04/2023]
Abstract
BACKGROUND Magnetic Resonance Imaging-Proton Density Fat Fraction (MRI-PDFF) is an excellent biomarker for non-invasive quantification of hepatic steatosis. This study examined clinical and histologic factors associated with discordance between steatosis grade determined by histology and MRI-PDFF in non-alcoholic fatty liver disease (NAFLD) patients. METHODS Seven twenty eight biopsy-proven NAFLD patients from UC San Diego (n = 414) and Yokohama City University (n = 314) who underwent MRI-PDFF and liver biopsy were included. Patients were stratified by steatosis and matched with MRI-PDFF cut-points for each steatosis grade: 0 (MRI-PDFF < 6.4%), 1 (MRI-PDFF: 6.4%-17.4%), 2 (MRI-PDFF: 17.4%-22.1%), 3 (MRI-PDFF ≥ 22.1%). Primary outcome was major discordance defined as ≥2 steatosis grade difference determined by histology vs. MRI-PDFF. RESULTS Mean age (±SD) and BMI were 55.3 (±13.8) years and 29.9 (±4.9) kg/m2 , respectively. The distributions of histology and MRI-PDFF determined steatosis are 5.5% grade 0 (n = 40), 44.8% 1 (n = 326, 44.8%), 33.9% 2 (n = 247), and 15.8% 3 (n = 115) vs. 23.5% grade 0 (n = 171), 49.7% 1 (n = 362), 12.9% 2 (n = 94), and 13.9% 3 (n = 101). Major discordance rate was 6.6% (n = 48). Most cases with major discordance had greater histology-determined steatosis grade (n = 40, 88.3%), higher serum AST and liver stiffness, and greater likelihood of fibrosis ≥2, ballooning ≥1 and lobular inflammation ≥2 (all p < 0.05). CONCLUSION Histology overestimates steatosis grade compared to MRI-PDFF. Patients with advanced NASH are likely to be upgraded on steatosis grade by histology. These data have important implications for steatosis estimation and reporting on histology in clinical practice and trials, especially in stage 2 fibrosis patients.
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Affiliation(s)
- Beom K Kim
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Nicole Bernstein
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Daniel Q Huang
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Kanagawa, Japan
- Department of Gastroenterology, Shin-Yurigaoka General Hospital, Yokohama, Kanagawa, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Kanagawa, Japan
| | - Nancy Sutter
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Khang Nguyen
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Leyna Nguyen
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Tracy Le
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
| | - Mark A Valasek
- Department of Pathology, University of California, San Diego, California, USA
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, University of California, San Diego, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego, California, USA
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Kanagawa, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, California, USA
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California, San Diego, California, USA
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12
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Newton KP, Wilson LA, Crimmins NA, Fishbein MH, Molleston JP, Xanthakos SA, Behling C, Schwimmer JB. Incidence of Type 2 Diabetes in Children With Nonalcoholic Fatty Liver Disease. Clin Gastroenterol Hepatol 2023; 21:1261-1270. [PMID: 35709934 PMCID: PMC10151072 DOI: 10.1016/j.cgh.2022.05.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 05/25/2022] [Accepted: 05/31/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Type 2 diabetes (T2D) is a growing problem in children. Children with NAFLD are at potentially high risk for developing T2D; however, the incidence of T2D in this population is unknown. This study aimed to determine the incidence of T2D in children with NAFLD and identify associated risk factors. METHODS Children with NAFLD enrolled in the Nonalcoholic Steatohepatitis Clinical Research Network were followed longitudinally. Incidence of T2D was determined by using clinical history and fasting laboratory values. Cumulative incidence curves were developed for time to T2D. A Cox regression multivariable model was constructed using best subsets Akaike's Information Criteria selection. RESULTS This study included 892 children with NAFLD and with a mean age of 12.8 years (2.7) followed for 3.8 years (2.3) with a total 3234 person-years at risk. The incidence rate of T2D was 3000 new cases per 100,000 person-years at risk. At baseline, 63 children had T2D, and during follow-up, an additional 97 children developed incident T2D, resulting in a period prevalence of 16.8%. Incident T2D was significantly higher in females versus males (hazard ratio [HR], 1.8 [1.0-2.8]), associated with BMI z-score (HR, 1.8 [1.0-3.0]), and more severe liver histology including steatosis grade (HR, 1.3 [1.0-1.7]), and fibrosis stage (HR, 1.3 [1.0-1.5]). CONCLUSIONS Children with NAFLD are at high risk for existing and incident T2D. In addition to known risk factors for T2D (female and BMI z-score), severity of liver histology at the time of NAFLD diagnosis was independently associated with T2D development. Targeted strategies to prevent T2D in children with NAFLD are needed.
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Affiliation(s)
- Kimberly P Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California; Department of Gastroenterology, Rady Children's Hospital, San Diego, California
| | - Laura A Wilson
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland; Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland
| | - Nancy A Crimmins
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Mark H Fishbein
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Jean P Molleston
- Department of Pediatrics, Riley Children's Hospital, Indianapolis, Indiana
| | - Stavra A Xanthakos
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio; Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Cynthia Behling
- Department of Pathology, Sharp Medical Center, San Diego, California
| | - Jeffrey B Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California; Department of Gastroenterology, Rady Children's Hospital, San Diego, California.
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13
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Sanyal AJ, Williams SA, Lavine JE, Neuschwander-Tetri BA, Alexander L, Ostroff R, Biegel H, Kowdley KV, Chalasani N, Dasarathy S, Diehl AM, Loomba R, Hameed B, Behling C, Kleiner DE, Karpen SJ, Williams J, Jia Y, Yates KP, Tonascia J. Defining the serum proteomic signature of hepatic steatosis, inflammation, ballooning and fibrosis in non-alcoholic fatty liver disease. J Hepatol 2023; 78:693-703. [PMID: 36528237 PMCID: PMC10165617 DOI: 10.1016/j.jhep.2022.11.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 11/01/2022] [Accepted: 11/23/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS Despite recent progress, non-invasive tests for the diagnostic assessment and monitoring of non-alcoholic fatty liver disease (NAFLD) remain an unmet need. Herein, we aimed to identify diagnostic signatures of the key histological features of NAFLD. METHODS Using modified-aptamer proteomics, we assayed 5,220 proteins in each of 2,852 single serum samples from 636 individuals with histologically confirmed NAFLD. We developed and validated dichotomized protein-phenotype models to identify clinically relevant severities of steatosis (grade 0 vs. 1-3), hepatocellular ballooning (0 vs. 1 or 2), lobular inflammation (0-1 vs. 2-3) and fibrosis (stages 0-1 vs. 2-4). RESULTS The AUCs of the four protein models, based on 37 analytes (18 not previously linked to NAFLD), for the diagnosis of their respective components (at a clinically relevant severity) in training/paired validation sets were: fibrosis (AUC 0.92/0.85); steatosis (AUC 0.95/0.79), inflammation (AUC 0.83/0.72), and ballooning (AUC 0.87/0.83). An additional outcome, at-risk NASH, defined as steatohepatitis with NAFLD activity score ≥4 (with a score of at least 1 for each of its components) and fibrosis stage ≥2, was predicted by multiplying the outputs of each individual component model (AUC 0.93/0.85). We further evaluated their ability to detect change in histology following treatment with placebo, pioglitazone, vitamin E or obeticholic acid. Component model scores significantly improved in the active therapies vs. placebo, and differential effects of vitamin E, pioglitazone, and obeticholic acid were identified. CONCLUSIONS Serum protein scanning identified signatures corresponding to the key components of liver biopsy in NAFLD. The models developed were sufficiently sensitive to characterize the longitudinal change for three different drug interventions. These data support continued validation of these proteomic models to enable a "liquid biopsy"-based assessment of NAFLD. CLINICAL TRIAL NUMBER Not applicable. IMPACT AND IMPLICATIONS An aptamer-based protein scan of serum proteins was performed to identify diagnostic signatures of the key histological features of non-alcoholic fatty liver disease (NAFLD), for which no approved non-invasive diagnostic tools are currently available. We also identified specific protein signatures related to the presence and severity of NAFLD and its histological components that were also sensitive to change over time. These are fundamental initial steps in establishing a serum proteome-based diagnostic signature of NASH and provide the rationale for using these signatures to test treatment response and to identify several novel targets for evaluation in the pathogenesis of NAFLD.
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Affiliation(s)
- Arun J Sanyal
- Stravitz-Sanyal Institute for Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
| | | | - Joel E Lavine
- Dept. of Pediatrics, Columbia University, New York, NY, USA
| | | | | | | | | | | | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Srinivasan Dasarathy
- Division of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, OH, USA
| | - Anna Mae Diehl
- Division of Gastroenterology and Hepatology, Duke University School of Medicine, Durham, NC, USA
| | - Rohit Loomba
- NAFLD Research Center, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Bilal Hameed
- Division of Gastroenterology and Hepatology, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Cynthia Behling
- NAFLD Research Center, University of California San Diego School of Medicine, San Diego, CA, USA
| | - David E Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Saul J Karpen
- Dept. of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Yi Jia
- Clinical R&D, SomaLogic Inc., Boulder, CO, USA
| | - Katherine P Yates
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - James Tonascia
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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14
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Ajmera V, Cepin S, Tesfai K, Hofflich H, Cadman K, Lopez S, Madamba E, Bettencourt R, Richards L, Behling C, Sirlin CB, Loomba R. A prospective study on the prevalence of NAFLD, advanced fibrosis, cirrhosis and hepatocellular carcinoma in people with type 2 diabetes. J Hepatol 2023; 78:471-478. [PMID: 36410554 PMCID: PMC9975077 DOI: 10.1016/j.jhep.2022.11.010] [Citation(s) in RCA: 53] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/05/2022] [Accepted: 11/02/2022] [Indexed: 11/20/2022]
Abstract
BACKGROUND & AIMS There are limited prospective data on patients with type 2 diabetes mellitus (T2DM) specifically enrolled and systematically assessed for advanced fibrosis or cirrhosis due to non-alcoholic fatty liver disease (NAFLD). Therefore, we aimed to evaluate the prevalence of advanced fibrosis and cirrhosis in a prospectively recruited cohort of adults with T2DM. METHODS This prospective study enrolled adults aged ≥50 years with T2DM, recruited from primary care or endocrinology clinics. Participants underwent a standardized clinical research visit with MRI-proton density fat fraction (MRI-PDFF), magnetic resonance elastography (MRE), vibration-controlled transient elastography (VCTE) and controlled-attenuation parameter. NAFLD was defined as MRI-PDFF ≥5% after exclusion of other liver diseases. Advanced fibrosis and cirrhosis were defined by established liver stiffness cut-off points on MRE or VCTE if MRE was not available. RESULTS Of 524 patients screened, 501 adults (63% female) with T2DM met eligibility. The mean age and BMI were 64.6 (±8.1) years and 31.4 (±5.9) kg/m2, respectively. The prevalence of NAFLD, advanced fibrosis and cirrhosis was 65%, 14% and 6%, respectively. In multivariable adjusted models, adjusted for age and sex, obesity and insulin use were associated with increased odds of advanced fibrosis (odds ratio 2.50; 95% CI 1.38-4.54; p = 0.003 and odds ratio 2.71; 95% CI 1.33-5.50; p = 0.006, respectively). Among 29 patients with cirrhosis, two were found to have hepatocellular carcinoma and one patient had gallbladder adenocarcinoma. CONCLUSION Utilizing a uniquely well-phenotyped prospective cohort of patients aged ≥50 years with T2DM, we found that the prevalence of advanced fibrosis was 14% and that of cirrhosis was 6%. These data underscore the high risk of advanced fibrosis/cirrhosis in adults aged ≥50 years with T2DM. IMPACT AND IMPLICATIONS Non-alcoholic fatty liver disease (NAFLD) is common in patients with type 2 diabetes (T2DM), however, there are limited prospective data characterizing the prevalence of advanced fibrosis and cirrhosis using the most accurate non-invasive biomarkers of liver fat and fibrosis. We show that 14% of older adults with T2DM have advanced fibrosis and 6% have cirrhosis, which places them at risk for liver failure and liver cancer. Accurate prevalence rates and comparative analysis regarding the diagnostic accuracy of non-invasive tests in this population will guide the optimal screening strategy and future cost-effectiveness analyses. These results will inform future Hepatology and Endocrinology practice guidelines regarding NAFLD screening programs in older adults with T2DM.
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Affiliation(s)
- Veeral Ajmera
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA; Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Sandra Cepin
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Kaleb Tesfai
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Heather Hofflich
- Division of Endocrinology, University of California at San Diego, La Jolla, CA, USA
| | - Karen Cadman
- Medicine-Primary Care, University of California, San Diego, USA
| | - Scarlett Lopez
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | | | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA; Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; School of Public Health, University of California at San Diego, La Jolla, CA, USA.
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15
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Kim BK, Tamaki N, Imajo K, Yoneda M, Sutter N, Jung J, Lin T, Tu XM, Bergstrom J, Nguyen K, Nguyen L, Le T, Madamba E, Richards L, Valasek MA, Behling C, Sirlin CB, Nakajima A, Loomba R. Head-to-head comparison between MEFIB, MAST, and FAST for detecting stage 2 fibrosis or higher among patients with NAFLD. J Hepatol 2022; 77:1482-1490. [PMID: 35973577 DOI: 10.1016/j.jhep.2022.07.020] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 06/29/2022] [Accepted: 07/23/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND & AIMS Patients with non-alcoholic fatty liver disease (NAFLD) and significant fibrosis (fibrosis stage ≥2) are candidates for pharmacological trials. The aim of this study was to perform a head-to-head comparison of the diagnostic test characteristics of three non-invasive stiffness-based models including MEFIB (magnetic resonance elastography [MRE] plus FIB-4), MAST (magnetic resonance imaging [MRI]-aspartate aminotransferase [AST]), and FAST (FibroScan-AST) for detecting significant fibrosis. METHODS This prospective study included 563 patients with biopsy-proven NAFLD undergoing contemporaneous MRE, MRI proton density fat fraction (MRI-PDFF) and FibroScan from two prospective cohorts derived from Southern California and Japan. Diagnostic performances of models were evaluated by area under the receiver-operating characteristic curve (AUC). RESULTS The mean age of the cohort was 56.5 years (51% were women). Significant fibrosis was observed in 51.2%. To detect significant fibrosis, MEFIB outperformed both MAST and FAST (both p <0.001); AUCs for MEFIB, MAST, and FAST were 0.901 (95% CI 0.875-0.928), 0.770 (95% CI 0.730-0.810), and 0.725 (95% CI 0.683-0.767), respectively. Using rule-in criteria, the positive predictive value of MEFIB (95.3%) was significantly higher than that of FAST (83.5%, p = 0.001) and numerically but not statistically greater than that of MAST (90.0%, p = 0.056). Notably, MEFIB's rule-in criteria covered more of the study population than MAST (34.1% vs. 26.6%; p = 0.006). Using rule-out criteria, the negative predictive value of MEFIB (90.1%) was significantly higher than that of either MAST (69.6%) or FAST (71.8%) (both p <0.001). Furthermore, to diagnose "at risk" non-alcoholic steatohepatitis defined as NAFLD activity score ≥4 and fibrosis stage ≥2, MEFIB outperformed both MAST and FAST (both p <0.05); AUCs for MEFIB, MAST, and FAST were 0.768 (95% CI 0.728-0.808), 0.719 (95% CI 0.671-0.766), and 0.687 (95% CI 0.640-0.733), respectively. CONCLUSIONS MEFIB was better than MAST and FAST for detection of significant fibrosis as well as "at risk" NASH. All three models provide utility for the risk stratification of NAFLD. LAY SUMMARY Non-alcoholic fatty liver disease (NAFLD) affects over 25% of the general population worldwide and is one of the main causes of chronic liver disease. Because so many individuals have NAFLD, it is not practical to perform liver biopsies to identify those with more severe disease who may require pharmacological interventions. Therefore, accurate non-invasive tests are crucial. Herein, we compared three such tests and found that a test called MEFIB was the best at detecting patients who might require treatment.
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Affiliation(s)
- Beom Kyung Kim
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States; Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States; Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan; Department of Gastroenterology, Shin-yurigaoka General Hospital, Kanagawa, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Nancy Sutter
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Tuo Lin
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, United States
| | - Xin M Tu
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, United States
| | - Jaclyn Bergstrom
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Khang Nguyen
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Leyna Nguyen
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Tracy Le
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Mark A Valasek
- Department of Pathology, University of California San Diego, La Jolla, CA, United States
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, University of California San Diego, La Jolla, CA, United States
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, United States; Division of Epidemiology, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, United States.
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Pai RK, Jairath V, Hogan M, Zou G, Adeyi OA, Anstee QM, Aqel BA, Behling C, Carey EJ, Clouston AD, Corey K, Feagan BG, Kleiner DE, Ma C, McFarlane SC, Noureddin M, Ratziu V, Valasek MA, Younossi ZM, Harrison SA, Loomba R. Reliability of histologic assessment for NAFLD and development of an expanded NAFLD activity score. Hepatology 2022; 76:1150-1163. [PMID: 35332569 PMCID: PMC9489601 DOI: 10.1002/hep.32475] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 12/08/2022]
Abstract
BACKGROUND AND AIMS The NASH Clinical Research Network histologic scoring system, the gold-standard NASH histology assessment for clinical trials, has demonstrated intrarater and interrater variability. An expert panel in a previous systematic Research and Development/University of California Los Angeles (RAND/UCLA) study determined that existing histologic scoring systems do not fully capture NASH disease activity and fibrosis, and standardized definitions of histologic features are needed. We evaluated the reliability of existing and alternate histologic measures and their correlations with a disease activity visual analog scale to propose optimal components for an expanded NAFLD activity score (NAS). APPROACH AND RESULTS Four liver pathologists who were involved in the prior RAND/UCLA study underwent standardized training and multiple discussions with the goal of improving agreement. They were blinded to clinical information and scored histologic measures twice, ≥2 weeks apart, for 40 liver biopsies representing the full spectrum of NAFLD. Index intraclass correlation coefficient (ICC) estimates demonstrated intrarater (0.80-0.85) and interrater (0.60-0.72) reliability. Hepatocyte ballooning items had similar interrater ICCs (0.68-0.79), including those extending scores from 0-2 to 0-4. Steatosis measures (interrater ICCs, 0.72-0.80) correlated poorly with disease activity. Correlations with disease activity were largest for hepatocyte ballooning and Mallory-Denk bodies (MDBs), with both used to develop the expanded NAS (intrarater ICC, 0.90; interrater ICC, 0.80). Fibrosis measures had ICCs of 0.70-0.87. CONCLUSIONS After extensive preparation among a group of experienced pathologists, we demonstrated improved reliability of multiple existing histologic NAFLD indices and fibrosis staging systems. Hepatocyte ballooning and MDBs most strongly correlated with disease activity and were used for the expanded NAS. Further validation including evaluation of responsiveness is required.
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Affiliation(s)
- Rish K. Pai
- Department of Laboratory Medicine & Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Vipul Jairath
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, ON, Canada; Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada; Alimentiv Inc., London, ON, Canada
| | | | - Guangyong Zou
- Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada; Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada; Alimentiv Inc., London, ON, Canada
| | - Oyedele A. Adeyi
- Department of Laboratory Medicine and Pathology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Quentin M. Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Bashar A. Aqel
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Cynthia Behling
- Pacific Rim Pathology, San Diego, CA, USA; Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Elizabeth J. Carey
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Andrew D. Clouston
- Faculty of Medicine and Biomedical Sciences, University of Queensland, Brisbane, Queensland, Australia
| | - Kathleen Corey
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Brian G. Feagan
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, ON, Canada; Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada; Alimentiv Inc., London, ON, Canada
| | - David E. Kleiner
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Christopher Ma
- Division of Gastroenterology & Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Alimentiv Inc., London, ON, Canada
| | | | - Mazen Noureddin
- Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Vlad Ratziu
- Sorbonne Université, Institute of Cardiometabolism and Nutrition, Pitié-Salpêtrière Hospital, Paris, France
| | - Mark A. Valasek
- Department of Pathology, University of California at San Diego, La Jolla, CA, USA
| | - Zobair M. Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA; Department of Medicine, Center for Liver Diseases, Inova Fairfax Medical Campus, Falls Church, VA, USA
| | - Stephen A. Harrison
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK; Medical Director, Pinnacle Clinical Research, San Antonio, TX, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, CA, USA
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Harrison SA, Ruane PJ, Freilich B, Neff G, Patil R, Behling C, Hu C, Shringarpure R, de Temple B, Fong E, Tillman EJ, Rolph T, Cheng A, Yale K. A randomized, double-blind, placebo-controlled phase IIa trial of efruxifermin for patients with compensated NASH cirrhosis. JHEP Rep 2022; 5:100563. [PMID: 36644237 PMCID: PMC9832280 DOI: 10.1016/j.jhepr.2022.100563] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 08/03/2022] [Indexed: 01/18/2023] Open
Abstract
Background & Aims Efruxifermin has shown clinical efficacy in patients with non-alcoholic steatohepatitis (NASH) and F1-F3 fibrosis. The primary objective of the BALANCED Cohort C was to assess the safety and tolerability of efruxifermin in patients with compensated NASH cirrhosis. Methods Patients with NASH and stage 4 fibrosis (n = 30) were randomized 2:1 to receive efruxifermin 50 mg (n = 20) or placebo (n = 10) once-weekly for 16 weeks. The primary endpoint was safety and tolerability of efruxifermin. Secondary and exploratory endpoints included evaluation of non-invasive markers of liver injury and fibrosis, glucose and lipid metabolism, and changes in histology in a subset of patients who consented to end-of-study liver biopsy. Results Efruxifermin was safe and well-tolerated; most adverse events (AEs) were grade 1 (n = 7, 23.3%) or grade 2 (n = 19, 63.3%). The most frequent AEs were gastrointestinal, including transient, mild to moderate diarrhea, and/or nausea. Significant improvements were noted in key markers of liver injury (alanine aminotransferase) and glucose and lipid metabolism. Sixteen-week treatment with efruxifermin was associated with significant reductions in non-invasive markers of fibrosis including Pro-C3 (least squares mean change from baseline [LSMCFB] -9 μg/L efruxifermin vs. -3.4 μg/L placebo; p = 0.0130) and ELF score (-0.4 efruxifermin vs. +0.4 placebo; p = 0.0036), with a trend towards reduced liver stiffness (LSMCFB -5.7 kPa efruxifermin vs. -1.1 kPa placebo; n.s.). Of 12 efruxifermin-treated patients with liver biopsy after 16 weeks, 4 (33%) achieved fibrosis improvement of at least one stage without worsening of NASH, while an additional 3 (25%) achieved resolution of NASH, compared to 0 of 5 placebo-treated patients. Conclusions Efruxifermin appeared safe and well-tolerated with encouraging improvements in markers of liver injury, fibrosis, and glucose and lipid metabolism following 16 weeks of treatment, warranting confirmation in larger and longer term studies. Lay summary Cirrhosis resulting from non-alcoholic steatohepatitis (NASH), the progressive form of non-alcoholic fatty liver disease, represents a major unmet medical need. Currently there are no approved drugs for the treatment of NASH. This proof-of-concept randomized, double-blind clinical trial demonstrated the potential therapeutic benefit of efruxifermin treatment compared to placebo in patients with cirrhosis due to NASH. Clinical Trial Number NCT03976401.
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Key Words
- ADA(s), anti-drug antibody(ies)
- AE, adverse event
- ALP, alkaline phosphatase
- ALT, alanine aminotransferase
- ANCOVA, analysis of covariance
- AST, aspartate aminotransferase
- CFB, change from baseline
- CTX-1, C-terminal telopeptide of type 1 collagen
- C–P, Child-Pugh
- DXA, dual-energy X-ray absorptiometry
- ELF, enhanced liver fibrosis
- FGF21
- FGF21, fibroblast growth factor-21
- FGFR, fibroblast growth factor receptor
- GGT, gamma-glutamyltransferase
- HDL-C, HDL-cholesterol
- HOMA-IR, homeostatic model assessment of insulin resistance
- HPA, hypothalamic-pituitary-adrenal
- HbA1c, hemoglobin A1c
- INR, international normalized ratio
- IRT, interactive response technology
- LDL-C, LDL-cholesterol
- LS, least squares
- MELD, model for end-stage liver disease
- NAFLD, non-alcoholic fatty liver disease
- NAS, NAFLD activity score
- NASH, non-alcoholic steatohepatitis
- NAb, neutralizing antibody
- Non-HDL-C, non-HDL-cholesterol
- P1NP, procollagen type-I N-terminal propeptide
- P3NP, procollagen type III N-terminal propeptide
- PAI-1, plasminogen activator inhibitor-1
- Pro-C3, N-terminal type III collagen propeptide
- TEAE, treatment-emergent adverse event
- TIMP-1, tissue inhibitor of metalloproteinase-1
- ULN, upper limit of normal
- cirrhosis
- clinical trial
- efruxifermin
- histopathology
- hs-CRP, high-sensitivity C-reactive protein
- liver disease
- non-alcoholic steatohepatitis/NASH
- nonalcoholic fatty liver disease/NAFLD
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Affiliation(s)
| | - Peter J. Ruane
- Ruane Clinical Research Group Inc., Los Angeles, CA, United States
| | | | - Guy Neff
- Covenant Metabolic Specialists, LLC, Sarasota, FL, United States
| | - Rashmee Patil
- South Texas Research Institute, Edinburg, TX, United States
| | | | - Chen Hu
- MedPace, INC, Cincinnati, OH, United States
| | | | | | - Erica Fong
- Akero Therapeutics, South San Francisco, CA, United States
| | | | - Timothy Rolph
- Akero Therapeutics, South San Francisco, CA, United States
| | - Andrew Cheng
- Akero Therapeutics, South San Francisco, CA, United States
| | - Kitty Yale
- Akero Therapeutics, South San Francisco, CA, United States,Corresponding author. Address: 601 Gateway Blvd, Suite 350, South San Francisco, CA 94080, United States; Tel.: 415 823 7554.
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18
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Brandman D, Boyle M, McPherson S, Van Natta ML, Sanyal AJ, Kowdley K, Neuschwander-Tetri B, Chalasani N, Abdelmalek MF, Terrault NA, McCullough A, Bettencourt R, Caussy C, Kleiner DE, Behling C, Tonascia J, Anstee QM, Loomba R. Letter: non-invasive prediction models to exclude cirrhosis in NAFLD-not everyone fits the mould. Authors' reply. Aliment Pharmacol Ther 2022; 56:182-183. [PMID: 35689309 DOI: 10.1111/apt.16972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Danielle Brandman
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Marie Boyle
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK & Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Stuart McPherson
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK & Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Mark L Van Natta
- John Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Arun J Sanyal
- Department of Internal Medicine, Medical College of Virginia, Richmond, Virginia, USA
| | | | - Brent Neuschwander-Tetri
- Division of Gastroenterology and Hepatology, Department of Medicine, Saint Louis University, Saint Louis, Missouri, USA
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, Indiana, USA
| | - Manal F Abdelmalek
- Division of Gastroenterology, Hepatology, and Nutrition, Duke University, Durham, North Carolina, USA
| | - Norah A Terrault
- Division of Gastroenterology and Liver, Keck Medicine, University of Southern California, Los Angeles, California, USA
| | - Art McCullough
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Cyrielle Caussy
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - David E Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Cynthia Behling
- Analytic Pathology Medical Group, Sharp Memorial Hospital, San Diego, California, USA
| | - James Tonascia
- John Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK & Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
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19
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Brandman D, Boyle M, McPherson S, Van Natta ML, Sanyal AJ, Kowdley K, Neuschwander-Tetri B, Chalasani N, Abdelmalek MF, Terrault NA, McCullough A, Bettencourt R, Caussy C, Kleiner DE, Behling C, Tonascia J, Anstee QM, Loomba R. Comparison of clinical prediction rules for ruling out cirrhosis in nonalcoholic fatty liver disease (NAFLD). Aliment Pharmacol Ther 2022; 55:1441-1451. [PMID: 35302256 PMCID: PMC9098681 DOI: 10.1111/apt.16874] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 08/31/2021] [Accepted: 02/24/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND AIMS Patients with nonalcoholic fatty liver disease (NAFLD) cirrhosis benefit from referral to subspecialty care. While several clinical prediction rules exist to identify advanced fibrosis, the cutoff for excluding cirrhosis due to NAFLD is unclear. This analysis compared clinical prediction rules for excluding biopsy-proven cirrhosis in NAFLD. METHODS Adult patients were enrolled in the NASH Clinical Research Network (US) and the Newcastle Cohort (UK). Clinical and laboratory data were collected at enrolment, and a liver biopsy was taken within 1 year of enrolment. Optimal cutoffs for each score (eg, FIB-4) to exclude cirrhosis were derived from the US cohort, and sensitivity, specificity, positive predictive value, negative predictive value and AUROC were calculated. The cutoffs were evaluated in the UK cohort. RESULTS 147/1483 (10%) patients in the US cohort had cirrhosis. All prediction rules had similarly high NPV (0.95-0.97). FIB-4 and NAFLD fibrosis scores were the most accurate in characterising patients as having cirrhosis (AUROC 0.84-0.86). 59/494 (12%) patients in the UK cohort had cirrhosis. Prediction rules had high NPV (0.92-0.96), and FIB-4 and NAFLD fibrosis score the most accurate in the prediction of cirrhosis in the UK cohort (AUROC 0.87-0.89). CONCLUSIONS This cross-sectional analysis of large, multicentre international datasets shows that current clinical prediction rules perform well in excluding cirrhosis with appropriately chosen cutoffs. These clinical prediction rules can be used in primary care to identify patients, particularly those who are white, female, and <65, unlikely to have cirrhosis so higher-risk patients maintain access to specialty care.
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Affiliation(s)
- Danielle Brandman
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Marie Boyle
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK,Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Stuart McPherson
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK,Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Mark L. Van Natta
- John Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Arun J. Sanyal
- Department of Internal Medicine, Medical College of Virginia, Richmond, Virginia, USA
| | | | - Brent Neuschwander-Tetri
- Division of Gastroenterology and Hepatology, Department of Medicine, Saint Louis University, Saint Louis, Missouri, USA
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, Indiana, USA
| | - Manal F. Abdelmalek
- Division of Gastroenterology, Hepatology, and Nutrition, Duke University, Durham, North Carolina, USA
| | - Norah A. Terrault
- Division of Gastroenterology and Liver, Keck Medicine, University of Southern California, Los Angeles, California, USA
| | - Art McCullough
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Cyrielle Caussy
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - David E. Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Cynthia Behling
- Analytic Pathology Medical Group, Sharp Memorial Hospital, San Diego, California, USA
| | - James Tonascia
- John Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Quentin M. Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, San Diego, California, USA
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20
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Tamaki N, Munaganuru N, Jung J, Yonan AQ, Loomba RR, Bettencourt R, Ajmera V, Valasek MA, Behling C, Sirlin CB, Loomba R. Clinical utility of 30% relative decline in MRI-PDFF in predicting fibrosis regression in non-alcoholic fatty liver disease. Gut 2022; 71:983-990. [PMID: 33883248 PMCID: PMC8594562 DOI: 10.1136/gutjnl-2021-324264] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 03/25/2021] [Accepted: 04/08/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Emerging data suggest that a 30% relative decline in liver fat, as assessed by MRI-proton density fat fraction (MRI-PDFF), may be associated with Non-Alcoholic Fatty Liver Disease Activity Score improvement, but the association between decline in MRI-PDFF and fibrosis regression is not known. Therefore, we aimed to examine the association between ≥30% relative decline in MRI-PDFF and fibrosis regression in non-alcoholic fatty liver disease (NAFLD). DESIGN This prospective study included 100 well-characterised patients with biopsy-proven NAFLD with paired contemporaneous MRI-PDFF assessment at two time points. MRI-PDFF response was defined as ≥30% relative decline in MRI-PDFF. The primary outcome was ≥1 stage histological fibrosis regression. RESULTS The median (IQR) age was 54 (43-62) years and body mass index was 31.9 (29-36) kg/m2. In multivariable-adjusted logistic regression analysis (adjusted for age, gender, diabetes status, race/ethnicity, interval between biopsies, gamma-glutamyl transferase, liver stiffness by magnetic resonance elastography and change in platelet counts), MRI-PDFF response was an independent predictor of fibrosis regression with an adjusted OR of 6.46 (95% CI 1.1 to 37.0, p=0.04). The proportion of patients with MRI-PDFF response with fibrosis regression, no change in fibrosis and fibrosis progression was 40.0%, 24.6% and 13.0%, respectively, and the proportion of patients with MRI-PDFF response increased with fibrosis regression (p=0.03). CONCLUSION ≥30% reduction in MRI-PDFF in early phase trials can provide a useful estimate of odds of ≥1 stage improvement in fibrosis. These data may be helpful in sample size estimation in non-alcoholic steatohepatitis trials.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Musashino, Japan
| | - Nagambika Munaganuru
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jinho Jung
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Aed Qas Yonan
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Rohan R Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Cathedral Catholic High School, San Diego, California, USA
| | - Richele Bettencourt
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Veeral Ajmera
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Mark A Valasek
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Cynthia Behling
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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21
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Woreta TA, Van Natta ML, Lazo M, Krishnan A, Neuschwander-Tetri BA, Loomba R, Mae Diehl A, Abdelmalek MF, Chalasani N, Gawrieh S, Dasarathy S, Vuppalanchi R, Siddiqui MS, Kowdley KV, McCullough A, Terrault NA, Behling C, Kleiner DE, Fishbein M, Hertel P, Wilson LA, Mitchell EP, Miriel LA, Clark JM, Tonascia J, Sanyal AJ. Validation of the accuracy of the FAST™ score for detecting patients with at-risk nonalcoholic steatohepatitis (NASH) in a North American cohort and comparison to other non-invasive algorithms. PLoS One 2022; 17:e0266859. [PMID: 35427375 PMCID: PMC9012361 DOI: 10.1371/journal.pone.0266859] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/28/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND AND AIMS Management of patients with NASH who are at elevated risk of progressing to complications of cirrhosis (at-risk NASH) would be enhanced by an accurate, noninvasive diagnostic test. The new FAST™ score, a combination of FibroScan® parameters liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) and aspartate aminotransferase (AST), has shown good diagnostic accuracy for at-risk NASH (area-under-the-Receiver-Operating-Characteristic [AUROC] = 0.80) in European cohorts. We aimed to validate the FAST™ score in a North American cohort and show how its diagnostic accuracy might vary by patient mix. We also compared the diagnostic performance of FAST™ to other non-invasive algorithms for the diagnosis of at-risk NASH. METHODS We studied adults with biopsy-proven non-alcoholic fatty liver disease (NAFLD) from the multicenter NASH Clinical Research Network (CRN) Adult Database 2 (DB2) cohort study. At-risk-NASH was histologically defined as definite NASH with a NAFLD Activity Score (NAS) ≥ 4 with at least 1 point in each category and a fibrosis stage ≥ 2. We used the Echosens® formula for FAST™ from LSM (kPa), CAP (dB/m), and AST (U/L), and the FAST™-based Rule-Out (FAST™ ≤ 0.35, sensitivity = 90%) and Rule-In (FAST™ ≥ 0.67, specificity = 90%) zones. We determined the following diagnostic performance measures: AUROC, sensitivity (Se), specificity (Sp), positive predictive value (PPV), and negative predictive value (NPV); these were calculated for the total sample and by subgroups of patients and by FibroScan® exam features. We also compared the at-risk NASH diagnostic performance of FAST™ to other non-invasive algorithms: NAFLD fibrosis score (NFS), Fibrosis-4 (FIB-4) index, and AST to platelet ratio index (APRI). RESULTS The NASH CRN population of 585 patients was 62% female, 79% white, 14% Hispanic, and 73% obese; the mean age was 51 years. The mean (SD) AST and ALT were 50 (37) U/L and 66 (45) U/L, respectively. 214 (37%) had at-risk NASH. The AUROC of FAST™ for at-risk NASH in the NASH CRN study population was 0.81 (95% CI: 0.77, 0.84. Using FAST™-based cut-offs, 35% of patients were ruled-out with corresponding NPV = 0.90 and 27% of patients were ruled-in with corresponding PPV = 0.69. The diagnostic accuracy of FAST™ was higher in non-whites vs. whites (AUROC: 0.91 vs 0.78; p = 0.001), and in patients with a normal BMI vs. BMI > 35 kg/m2 (AUROC: 0.94 vs 0.78, p = 0.008). No differences were observed by other patient characteristics or FibroScan® exam features. The FAST™ score had higher diagnostic accuracy than other non-invasive algorithms for the diagnosis of at-risk NASH (AUROC for NFS, FIB-4, and APRI 0.67, 0.73, 0.74, respectively). CONCLUSION We validated the FAST™ score for the diagnosis of at-risk NASH in a large, multi-racial population in North America, with a prevalence of at-risk NASH of 37%. Diagnostic performance varies by subgroups of NASH patients defined by race and obesity. FAST™ performed better than other non-invasive algorithms for the diagnosis of at-risk NASH.
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Affiliation(s)
- Tinsay A. Woreta
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
| | - Mark L. Van Natta
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Mariana Lazo
- Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, United States of America
| | - Arunkumar Krishnan
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | | | - Rohit Loomba
- University of California San Diego School of Medicine, San Diego, California, United States of America
| | - Anna Mae Diehl
- Duke University, Durham, North Carolina, United States of America
| | | | - Naga Chalasani
- Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Samer Gawrieh
- Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | | | - Raj Vuppalanchi
- Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Mohammad S. Siddiqui
- Virginia Commonwealth University School of Medicine, Richmond, Virginia, United States of America
| | - Kris V. Kowdley
- Liver Institute Northwest, Seattle, Washington, United States of America
| | | | - Norah A. Terrault
- University of Southern California, Los Angeles, California, United States of America
| | - Cynthia Behling
- University of California San Diego School of Medicine, San Diego, California, United States of America
| | - David E. Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Mark Fishbein
- Department of Pediatrics, Feinberg Medical School of Northwestern University, Chicago, Illinois, United States of America
| | - Paula Hertel
- Division of Gastroenterology, Hepatology and Nutrition, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, United States of America
| | - Laura A. Wilson
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Emily P. Mitchell
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Laura A. Miriel
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Jeanne M. Clark
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - James Tonascia
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Arun J. Sanyal
- Virginia Commonwealth University School of Medicine, Richmond, Virginia, United States of America
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22
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Tamaki N, Imajo K, Sharpton S, Jung J, Kawamura N, Yoneda M, Valasek MA, Behling C, Sirlin CB, Nakajima A, Loomba R. Magnetic resonance elastography plus Fibrosis-4 versus FibroScan-aspartate aminotransferase in detection of candidates for pharmacological treatment of NASH-related fibrosis. Hepatology 2022; 75:661-672. [PMID: 34496054 PMCID: PMC9683538 DOI: 10.1002/hep.32145] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/31/2021] [Accepted: 09/03/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Patients with NAFLD with significant hepatic fibrosis (Stage ≥ 2) are at increased risk of liver-related morbidity and are candidates for pharmacologic therapies. In this study, we compared the diagnostic accuracy of MEFIB (the combination of magnetic resonance elastography [MRE] and Fibrosis-4 [FIB-4]) and FAST (FibroScan-aspartate aminotransferase; combined liver stiffness measurement by vibration-controlled transient elastography, controlled attenuation parameter, and aspartate aminotransferase) for detecting significant fibrosis. APPROACH AND RESULTS This prospective cohort study included 234 consecutive patients with NAFLD who underwent liver biopsy, MRE, and FibroScan at the University of California San Diego (UCSD cohort) and an independent cohort (N = 314) from Yokohama City University, Japan. The primary outcome was diagnostic accuracy for significant fibrosis (Stage ≥ 2). The proportions of significant fibrosis in the UCSD and Yokohama cohorts were 29.5% and 66.2%, respectively. Area under the receiver operating characteristic curve (95% CI) of MEFIB (0.860 [0.81-0.91]) was significantly higher than that of FAST (0.757 [0.69-0.82]) in the UCSD cohort (p = 0.005), with consistent results in the Yokohama cohort (AUROC, 0.899 [MEFIB] versus 0.724 [FAST]; p < 0.001). When used as the rule-in criteria (MEFIB, MRE ≥ 3.3 kPa and FIB-4 ≥ 1.6; FAST ≥ 0.67), the positive predictive value for significant fibrosis was 91.2%-96.0% for MEFIB and 74.2%-89.2% for FAST. When used as the rule-out criteria (MEFIB, MRE < 3.3 kPa and FIB-4 < 1.6; FAST ≤ 0.35), the negative predictive value for significant fibrosis was 85.6%-92.8% for MEFIB and 57.8%-88.3% for FAST. CONCLUSIONS MEFIB has higher diagnostic accuracy than FAST for significant fibrosis in NAFLD, and our results support the utility of a two-step strategy for detecting significant fibrosis in NAFLD.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA,Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan,Department of Gastroenterology, Shin-yurigaoka General Hospital, Kanagawa, Japan
| | - Suzanne Sharpton
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Nobuyoshi Kawamura
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan,Department of Gastroenterology, Shin-yurigaoka General Hospital, Kanagawa, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Mark A. Valasek
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA,Division of Epidemiology, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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23
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Tamaki N, Munaganuru N, Jung J, Yonan AQ, Bettencourt R, Ajmera V, Valasek MA, Behling C, Loomba R. Clinical Utility of Change in Nonalcoholic Fatty Liver Disease Activity Score and Change in Fibrosis in NAFLD. Clin Gastroenterol Hepatol 2021; 19:2673-2674.e3. [PMID: 33157318 PMCID: PMC8438785 DOI: 10.1016/j.cgh.2020.11.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 10/29/2020] [Accepted: 11/01/2020] [Indexed: 02/07/2023]
Abstract
The Nonalcoholic fatty liver disease (NAFLD) Activity Score (NAS) has been applied as a method for evaluating treatment response, and a ≥2-point improvement in NAS has been commonly used as an accepted end point in phase 2b clinical trials in nonalcoholic steatohepatitis.1,2 Although liver fibrosis is the strongest histologic predictor of liver-related outcome and all-cause mortality in NAFLD,3,4 the association between change in NAS and change in fibrosis stage has not been fully verified. Therefore, we aimed to examine the association between change in NAS and change in fibrosis stage in well-characterized patients with NAFLD who had a paired liver biopsy assessment.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States,Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Nagambika Munaganuru
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Aed Qas Yonan
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Richele Bettencourt
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Veeral Ajmera
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Mark A. Valasek
- Department of Pathology, University of California at San Diego, La Jolla, United States
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, University of California at San Diego, La Jolla, United States
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, California.
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24
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Sanyal AJ, Van Natta ML, Clark J, Neuschwander-Tetri BA, Diehl A, Dasarathy S, Loomba R, Chalasani N, Kowdley K, Hameed B, Wilson LA, Yates KP, Belt P, Lazo M, Kleiner DE, Behling C, Tonascia J. Prospective Study of Outcomes in Adults with Nonalcoholic Fatty Liver Disease. N Engl J Med 2021; 385:1559-1569. [PMID: 34670043 PMCID: PMC8881985 DOI: 10.1056/nejmoa2029349] [Citation(s) in RCA: 387] [Impact Index Per Article: 129.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
BACKGROUND The prognoses with respect to mortality and hepatic and nonhepatic outcomes across the histologic spectrum of nonalcoholic fatty liver disease (NAFLD) are not well defined. METHODS We prospectively followed a multicenter patient population that included the full histologic spectrum of NAFLD. The incidences of death and other outcomes were compared across baseline histologic characteristics. RESULTS A total of 1773 adults with NAFLD were followed for a median of 4 years. All-cause mortality increased with increasing fibrosis stages (0.32 deaths per 100 person-years for stage F0 to F2 [no, mild, or moderate fibrosis], 0.89 deaths per 100 persons-years for stage F3 [bridging fibrosis], and 1.76 deaths per 100 person-years for stage F4 [cirrhosis]). The incidence of liver-related complications per 100 person-years increased with fibrosis stage (F0 to F2 vs. F3 vs. F4) as follows: variceal hemorrhage (0.00 vs. 0.06 vs. 0.70), ascites (0.04 vs. 0.52 vs. 1.20), encephalopathy (0.02 vs. 0.75 vs. 2.39), and hepatocellular cancer (0.04 vs. 0.34 vs. 0.14). As compared with patients with stage F0 to F2 fibrosis, patients with stage F4 fibrosis also had a higher incidence of type 2 diabetes (7.53 vs. 4.45 events per 100 person-years) and a decrease of more than 40% in the estimated glomerular filtration rate (2.98 vs. 0.97 events per 100 person-years). The incidence of cardiac events and nonhepatic cancers were similar across fibrosis stages. After adjustment for age, sex, race, diabetes status, and baseline histologic severity, the incidence of any hepatic decompensation event (variceal hemorrhage, ascites, or encephalopathy) was associated with increased all-cause mortality (adjusted hazard ratio, 6.8; 95% confidence interval, 2.2 to 21.3). CONCLUSIONS In this prospective study involving patients with NAFLD, fibrosis stages F3 and F4 were associated with increased risks of liver-related complications and death. (Funded by the National Institute of Diabetes and Digestive and Kidney Diseases and others; NAFLD DB2 ClinicalTrials.gov number, NCT01030484.).
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Affiliation(s)
- Arun J Sanyal
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Mark L Van Natta
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Jeanne Clark
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Brent A Neuschwander-Tetri
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - AnnaMae Diehl
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Srinivasan Dasarathy
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Rohit Loomba
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Naga Chalasani
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Kris Kowdley
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Bilal Hameed
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Laura A Wilson
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Katherine P Yates
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Patricia Belt
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Mariana Lazo
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - David E Kleiner
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - Cynthia Behling
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
| | - James Tonascia
- From the Virginia Commonwealth University School of Medicine, Richmond (A.J.S.); the Bloomberg School of Public Health, Johns Hopkins University, Baltimore (M.L.V.N., J.C., L.A.W., K.P.Y., P.B., M.L., J.T.), and the Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda (D.E.K.) - both in Maryland; Saint Louis University, St. Louis (B.A.N.-T.); Duke University, Durham, NC (A.M.D.); Cleveland Clinic, Cleveland (S.D.); the University of California, San Diego, School of Medicine, La Jolla (R.L., C.B.), and the University of California, San Francisco, School of Medicine, San Francisco (B.H.); Indiana University School of Medicine, Indianapolis (N.C.); and the Liver Institute Northwest, Seattle (K.K.)
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Sharpton SR, Tamaki N, Bettencourt R, Madamba E, Jung J, Liu A, Behling C, Valasek MA, Loomba R. Diagnostic accuracy of two-dimensional shear wave elastography and transient elastography in nonalcoholic fatty liver disease. Therap Adv Gastroenterol 2021; 14:17562848211050436. [PMID: 34646360 PMCID: PMC8504217 DOI: 10.1177/17562848211050436] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 09/09/2021] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION Two-dimensional shear wave elastography (2D-SWE) and vibration-controlled transient elastography (VCTE) provide noninvasive assessment of hepatic fibrosis. We compared performance of 2D-SWE and VCTE for fibrosis detection in nonalcoholic fatty liver disease (NAFLD). METHODS We performed a prospective study of adults with NAFLD who underwent 2D-SWE, VCTE, and liver biopsy analysis (using Nonalcoholic Steatohepatitis Clinical Research Network scoring system). The primary outcome was hepatic fibrosis (stage ⩾ 1); secondary outcomes included dichotomized fibrosis stages. Area under receiver operating characteristic curve (AUROC) analyses were used to compare 2D-SWE and VCTE performance. RESULTS A total of 114 adults with a median BMI of 31.2 kg/m2 were included. The VCTE was better than 2D-SWE for the detection of fibrosis (AUROC: 0.81 versus 0.72, p = 0.03). The VCTE detected fibrosis stage 2, 3, or 4 with AUROCs of 0.86 (95% CI, 0.80-0.93), 0.91 (95% CI, 0.82-0.99), and 0.96 (95% CI, 0.91-1.00). The 2D-SWE detected fibrosis stage 2, 3, or 4 with AUROCs of 0.84 (95% CI, 0.76-0.92), 0.88 (95% CI, 0.81-0.96), and 0.93 (95% CI, 0.86-0.99). CONCLUSION In a prospective study including more than 100 adults with NAFLD, we found VCTE to be more accurate than 2D-SWE in detecting fibrosis; these modalities, however, are comparable in assessing for higher stages of fibrosis.
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Affiliation(s)
- Suzanne R. Sharpton
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, USA,NAFLD Research Center, University of California San Diego, La Jolla, CA, USA
| | - Nobuharu Tamaki
- NAFLD Research Center, University of California San Diego, La Jolla, CA, USA,Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Ricki Bettencourt
- NAFLD Research Center, University of California San Diego, La Jolla, CA, USA
| | - Egbert Madamba
- NAFLD Research Center, University of California San Diego, La Jolla, CA, USA
| | - Jinho Jung
- NAFLD Research Center, University of California San Diego, La Jolla, CA, USA
| | - Amy Liu
- NAFLD Research Center, University of California San Diego, La Jolla, CA, USA
| | - Cynthia Behling
- Department of Pathology, Sharp Health System, San Diego, CA, USA
| | - Mark A. Valasek
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
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Jung J, Loomba RR, Imajo K, Madamba E, Gandhi S, Bettencourt R, Singh S, Hernandez C, Valasek MA, Behling C, Richards L, Fowler K, Sirlin C, Nakajima A, Loomba R. MRE combined with FIB-4 (MEFIB) index in detection of candidates for pharmacological treatment of NASH-related fibrosis. Gut 2021; 70:1946-1953. [PMID: 33214165 PMCID: PMC8131405 DOI: 10.1136/gutjnl-2020-322976] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 10/10/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Patients with non-alcoholic fatty liver disease (NAFLD) with ≥stage 2 fibrosis are at increased risk for liver-related mortality and are candidates for pharmacological therapies for treatment of NAFLD. The aim of this prospective cohort study is to examine the diagnostic accuracy of MR elastography (MRE) combined with fibrosis-4 (FIB-4) in diagnosing ≥stage 2 fibrosis (candidates for pharmacological therapies). DESIGN This is a cross-sectional analysis of a prospective cohort (University of California at San Diego (UCSD)-NAFLD) including 238 consecutive patients with contemporaneous MRE and biopsy-proven NAFLD. Non-alcoholic steatohepatitis-Clinical Research Network-Histologic Scoring System was used to assess histology. The radiologist and pathologist were blinded to clinical, pathological and imaging data, respectively. Receiver operating characteristics (ROCs) were determined to examine the diagnostic accuracy of MRE and FIB-4 for diagnosis of ≥stage 2 fibrosis in NAFLD. We then validated these findings in an independent validation cohort derived from Yokohama City University in Japan (Japan-NAFLD Cohort; N=222 patients). RESULTS In the UCSD-NAFLD (training) Cohort, MRE demonstrated a clinically significant diagnostic accuracy for the detection of ≥stage 2 fibrosis with an area under the ROC curve (AUROC) of 0.93 (95% CI 0.90 to 0.97) vs FIB-4 with an AUROC of 0.78 (95% CI 0.71 to 0.85), which was both clinically and statistically significant (p<0.0001). We then combined MRE with FIB-4 (MRE ≥3.3 kPa and FIB-4 ≥1.6) to develop a clinical prediction rule to rule in ≥stage 2 fibrosis patients which had positive predictive value (PPV) of 97.1% (p<0.02) in the UCSD-NAFLD cohort (AUROC of 0.90 (95% CI 0.85 to 0.95)) which remained significant at PPV of 91.0% (p<0.003) in the Japan-NAFLD Cohort (AUROC of 0.84 (95% CI 0.78 to 0.89)). CONCLUSION MRE combined with FIB-4 (MEFIB) index may be used for non-invasive identification of candidates for (≥stage 2 fibrosis) pharmacological therapy among patients with NAFLD with a high PPV.
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Affiliation(s)
- Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Rohan R Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Kento Imajo
- Yokohama City University Graduate School of Medicine, Department of Gastroenterology, Yokohama, Japan
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Sanil Gandhi
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Seema Singh
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Carolyn Hernandez
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Mark A. Valasek
- University of California at San Diego, Department of Pathology, La Jolla, United States
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, San Diego, United States
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Kathryn Fowler
- University of California at San Diego, Liver Imaging Group, Department of Radiology, La Jolla, United States
| | - Claude Sirlin
- University of California at San Diego, Liver Imaging Group, Department of Radiology, La Jolla, United States
| | - Atsushi Nakajima
- Yokohama City University Graduate School of Medicine, Department of Gastroenterology, Yokohama, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, California, USA .,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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Newton KP, Lavine JE, Wilson L, Behling C, Vos MB, Molleston JP, Rosenthal P, Miloh T, Fishbein MH, Jain AK, Murray KF, Schwimmer JB. Alanine Aminotransferase and Gamma-Glutamyl Transpeptidase Predict Histologic Improvement in Pediatric Nonalcoholic Steatohepatitis. Hepatology 2021; 73:937-951. [PMID: 32416645 PMCID: PMC7669708 DOI: 10.1002/hep.31317] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 03/25/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Predictive, noninvasive tools are needed to monitor key features of nonalcoholic fatty liver disease (NAFLD) in children that relate to improvement in liver histology. The purpose of this study was to evaluate the relationship between liver chemistries and liver histology using data from the CyNCh (Cysteamine Bitartrate Delayed-Release for the Treatment of NAFLD in Children) clinical trial. APPROACH AND RESULTS This study included 146 children. Improvement in liver histology, defined as decrease in nonalcoholic fatty liver disease (NAFLD) Activity Score ≥2 points without worsening of fibrosis, occurred in 43 participants (30%). There were 46 participants with borderline zone 1 nonalcoholic steatohepatitis (NASH) at baseline, with resolution in 28% (12 of 46). Multivariate models were constructed using baseline and change in alanine aminotransferase (ALT), aspartate aminotransferase (AST), and gamma-glutamyl transferase (GGT) at 52 weeks, for improvement in (1) liver histology primary outcome, (2) borderline zone 1 NASH, and (3) fibrosis. For improvement in histology, the model (P < 0.0001) retained baseline and change in GGT (area under the receiver operating characteristic [AUROC], 0.79; 95% confidence interval [CI], 0.71-0.87). For borderline zone 1 NASH, the model (P = 0.0004) retained baseline and change in ALT (AUROC, 0.80; 95% CI, 0.67-0.93). For fibrosis, the model (P < 0.001) retained baseline and change in ALT (AUROC, 0.80; 95% CI, 0.67-0.93). Additional clinical parameters were added to the models using Akaike's information criterion selection, and significantly boosted performance: improvement in histology with AUROC of 0.89 (95% CI, 0.82-0.95), borderline zone 1 NASH with AUROC of 0.91 (95% CI, 0.83-0.99), and fibrosis with AUROC of 0.89 (95% CI, 0.82-0.94). Models were validated using data from the TONIC (Treatment of Nonalcoholic Fatty Liver Disease in Children) trial. CONCLUSIONS In children with NAFLD, dynamic changes in serum ALT and GGT are associated with change in liver histology and appear to be powerful indicators of histological response.
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Affiliation(s)
- Kimberly P Newton
- Division of Gastroenterology, Hepatology, and NutritionDepartment of PediatricsUniversity of California San Diego School of MedicineLa JollaCA.,Division of GastroenterologyDepartment of PediatricsRady Children's HospitalSan DiegoCA
| | - Joel E Lavine
- Division of Pediatric Gastroenterology, Hepatology and NutritionDepartment of PediatricsColumbia UniversityNew YorkNY
| | - Laura Wilson
- Department of EpidemiologyBloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMD.,Department of MedicineJohns Hopkins UniversitySchool of MedicineBaltimoreMD
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and NutritionDepartment of PediatricsUniversity of California San Diego School of MedicineLa JollaCA.,Department of PathologySharp Medical CenterSan DiegoCA
| | - Miriam B Vos
- Department of PediatricsEmory University School of Medicine and Children's Healthcare of AtlantaAtlantaGA
| | | | - Philip Rosenthal
- Departments of Pediatrics & SurgeryUniversity of CaliforniaSan FranciscoCA
| | - Tamir Miloh
- Department of PediatricsTexas Children's HospitalHoustonTX
| | - Mark H Fishbein
- Department of PediatricsAnn & Robert H. Lurie Children's Hospital of ChicagoChicagoIL
| | - Ajay K Jain
- Department of PediatricsSaint Louis UniversitySt. LouisMI
| | - Karen F Murray
- Department of PediatricsCleveland Clinic Children's HospitalClevelandOH
| | - Jeffrey B Schwimmer
- Division of Gastroenterology, Hepatology, and NutritionDepartment of PediatricsUniversity of California San Diego School of MedicineLa JollaCA.,Division of GastroenterologyDepartment of PediatricsRady Children's HospitalSan DiegoCA
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28
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Mueller NT, Liu T, Mitchel EB, Yates KP, Suzuki A, Behling C, Lavine JE. Sex Hormone Relations to Histologic Severity of Pediatric Nonalcoholic Fatty Liver Disease. J Clin Endocrinol Metab 2020; 105:5896884. [PMID: 32840311 PMCID: PMC7494240 DOI: 10.1210/clinem/dgaa574] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 08/18/2020] [Indexed: 01/09/2023]
Abstract
CONTEXT Sex hormones have been linked with presence and severity of nonalcoholic fatty liver disease (NAFLD) in adults, but it is unknown if they affect severity of pediatric NAFLD. OBJECTIVE To examine associations of circulating SHBG, estrogens, and androgens with key histologic features of pediatric, biopsy-confirmed NAFLD. DESIGN Baseline assessment of longitudinal cohorts and randomized clinical trials. SETTING Nonalcoholic Steatohepatitis Clinical Research Network. PATIENTS Children and adolescents ≤18 years with liver biopsy-confirmed NAFLD in the United States. MAIN OUTCOME MEASURES We assayed SHBG, estrone, estradiol, dehydroepiandrosterone (DHEAS), androstenedione, and testosterone in relation to grade/stage of steatosis, portal inflammation, hepatic ballooning, fibrosis, and nonalcoholic steatohepatitis (NASH) severity using linear regression. RESULTS Mean age of 573 children at the time of biopsy was 13.1 years (SD 2.8). Lower SHBG was inversely associated with steatosis severity in boys and girls (P = 0.001), and with portal inflammation in girls only (P for sex interaction <0.001). Higher testosterone was related to improved features of steatosis and fibrosis (P for sex interaction = 0.003 and 0.01, respectively) in boys, but detrimental in girls. In boys and girls, higher estrone, estradiol, and testosterone were associated with lower portal inflammation grade; higher estradiol was positively associated with hepatic ballooning severity; DHEAS was inversely associated with hepatic ballooning and NASH severity (all P < 0.05). Androstenedione was not associated with NAFLD features. CONCLUSIONS Largely consistent with findings in adults, sex hormones are associated with distinct histologic features of NAFLD in children and adolescents. These hormone levels relate to differences with gender and pubertal change.
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Affiliation(s)
- Noel T Mueller
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Tiange Liu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Elana B Mitchel
- Department of Pediatrics, Columbia Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Katherine P Yates
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ayako Suzuki
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Cynthia Behling
- Department of Pathology, Sharp Memorial Hospital, San Diego, California, USA
| | - Joel E Lavine
- Department of Pediatrics, Columbia Vagelos College of Physicians and Surgeons, New York, New York, USA
- Correspondence and Reprint Requests: Joel E. Lavine, MD, PhD, 622 W. 168th St, PH17-105H, Department of Pediatrics, Columbia Vagelos College of Physicians and Surgeons, New York, NY 10032. E-mail:
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Loomba R, Neuschwander-Tetri BA, Sanyal A, Chalasani N, Diehl AM, Terrault N, Kowdley K, Dasarathy S, Kleiner D, Behling C, Lavine J, Van Natta M, Middleton M, Tonascia J, Sirlin C, Allende D, Dasarathy S, McCullough AJ, Penumatsa R, Dasarathy J, Lavine JE, Abdelmalek MF, Bashir M, Buie S, Diehl AM, Guy C, Kigongo C, Kopping M, Malik D, Piercy D, Chalasani N, Cummings OW, Gawrieh S, Ragozzino L, Sandrasegaran K, Vuppalanchi R, Brunt EM, Cattoor T, Carpenter D, Freebersyser J, King D, Lai J, Neuschwander‐Tetri BA, Siegner J, Stewart S, Torretta S, Wriston K, Gonzalez MC, Davila J, Jhaveri M, Kowdley KV, Mukhtar N, Ness E, Poitevin M, Quist B, Soo S, Ang B, Behling C, Bhatt A, Loomba R, Middleton MS, Sirlin C, Akhter MF, Bass NM, Brandman D, Gill R, Hameed B, Maher J, Terrault N, Ungermann A, Yeh M, Boyett S, Contos MJ, Kirwin S, Luketic VA, Puri P, Sanyal AJ, Schlosser J, Siddiqui MS, Yost‐Schomer L, Brunt EM, Fowler K, Kleiner DE, Doo EC, Hall S, Hoofnagle JH, Robuck PR, Sherker AH, Torrance R, Belt P, Clark JM, Dodge J, Donithan M, Isaacson M, Lazo M, Meinert J, Miriel L, Sharkey EP, Smith J, Smith M, Sternberg A, Tonascia J, Van Natta ML, Wagoner A, Wilson LA, Yamada G, Yates K, Covarrubias Y, Gamst A, Hamilton G, Henderson W, Hooker J, Lavine JE, Loomba R, Middleton MS, Schlein A, Schwimmer JB, Shen W, Sirlin C, Wolfson T. Multicenter Validation of Association Between Decline in MRI-PDFF and Histologic Response in NASH. Hepatology 2020; 72:1219-1229. [PMID: 31965579 PMCID: PMC8055244 DOI: 10.1002/hep.31121] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 12/23/2019] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIMS Emerging data from a single-center study suggests that a 30% relative reduction in liver fat content as assessed by magnetic resonance imaging-proton density fat fraction (MRI-PDFF) from baseline may be associated with histologic improvement in nonalcoholic steatohepatitis (NASH). There are limited multicenter data comparing an active drug versus placebo on the association between the quantity of liver fat reduction assessed by MRI-PDFF and histologic response in NASH. This study aims to examine the association between 30% relative reduction in MRI-PDFF and histologic response in obeticholic acid (OCA) versus placebo-treated patients in the FLINT (farnesoid X receptor ligand obeticholic acid in NASH trial). APPROACH AND RESULTS This is a secondary analysis of the FLINT trial including 78 patients with MRI-PDFF measured before and after treatment along with paired liver histology assessment. Histologic response was defined as a 2-point improvement in nonalcoholic fatty liver disease activity score without worsening of fibrosis. OCA (25 mg orally once daily) was better than placebo in improving MRI-PDFF by an absolute difference of -3.4% (95% confidence interval [CI], -6.5 to -0.2%, P value = 0.04) and relative difference of -17% (95% CI, -34 to 0%, P value = 0.05). The optimal cutoff point for relative decline in MRI-PDFF for histologic response was 30% (using Youden's index). The rate of histologic response in those who achieved less than 30% decline in MRI-PDFF versus those who achieved a 30% or greater decline in MRI-PDFF (MRI-PDFF responders) relative to baseline was 19% versus 50%, respectively. Compared with MRI-PDFF nonresponders, MRI-PDFF responders demonstrated both a statistically and clinically significant higher odds 4.86 (95% CI, 1.4-12.8, P value < 0.009) of histologic response, including significant improvements in both steatosis and ballooning. CONCLUSION OCA was better than placebo in reducing liver fat. This multicenter trial provides data regarding the association between 30% decline in MRI-PDFF relative to baseline and histologic response in NASH.
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Affiliation(s)
- Rohit Loomba
- University of California San Diego, La Jolla, CA, USA
| | | | - Arun Sanyal
- Virginia Commonwealth University, Richmond, VA, USA
| | | | | | - Norah Terrault
- University of California San Francisco, San Francisco, CA USA
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Ajmera VH, Liu A, Singh S, Yachoa G, Ramey M, Bhargava M, Zamani A, Lopez S, Mangla N, Bettencourt R, Rizo E, Valasek M, Behling C, Richards L, Sirlin C, Loomba R. Clinical Utility of an Increase in Magnetic Resonance Elastography in Predicting Fibrosis Progression in Nonalcoholic Fatty Liver Disease. Hepatology 2020; 71:849-860. [PMID: 31556124 PMCID: PMC7828573 DOI: 10.1002/hep.30974] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 09/03/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Cross-sectional studies have shown that magnetic resonance elastography (MRE) is accurate in the noninvasive detection of advanced fibrosis in nonalcoholic fatty liver disease (NAFLD). However, there are limited data on the longitudinal association between an increase in liver stiffness on MRE and fibrosis progression in NAFLD. Therefore, using a well-characterized prospective cohort of patients with biopsy-proven NAFLD, we aimed to examine the longitudinal association between a 15% increase in liver stiffness on MRE and fibrosis progression in NAFLD. APPROACH AND RESULTS This prospective cohort study included 102 patients (62.7% women) with biopsy-proven NAFLD who underwent contemporaneous MRE and liver biopsy at baseline followed by a repeat paired liver biopsy and MRE assessment. The primary outcome was odds of fibrosis progression by one or more stage as assessed by the Nonalcoholic Steatohepatitis Clinical Research Network histologic scoring system. The mean (±SD) of age and body mass index (BMI) were 52 (±14) years and 32.6 (±5.3) kg/m2 , respectively. The median time interval between the two paired assessments was 1.4 years (interquartile range 2.15 years). The number of patients with fibrosis stages 0, 1, 2, 3, and 4 was 27, 36, 12, 17, and 10, respectively. In unadjusted analysis, a 15% increase in MRE was associated with increased odds of histologic fibrosis progression (odds ratio [OR], 3.56; 95% confidence interval [CI], 1.17-10.76; P = 0.0248). These findings remained clinically and statistically significant even after multivariable adjustment for age, sex, and BMI (adjusted OR, 3.36; 95% CI, 1.10-10.31; P = 0.0339). A 15% increase in MRE was the strongest predictor of progression to advanced fibrosis (OR, 4.90; 95% CI, 1.35-17.84; P = 0.0159). CONCLUSIONS A 15% increase in liver stiffness on MRE may be associated with histologic fibrosis progression and progression from early fibrosis to advanced fibrosis.
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Affiliation(s)
- Veeral H. Ajmera
- NAFLD Research Center,Division of Gastroenterology, Department of Medicine
| | | | | | | | | | | | | | | | | | | | | | - Mark Valasek
- Department of Pathology, University of California at San Diego, La Jolla, CA
| | | | | | - Claude Sirlin
- Liver Imaging Group, Department of Radiology, University of California at San Diego, La Jolla, CA
| | - Rohit Loomba
- NAFLD Research Center,Division of Gastroenterology, Department of Medicine
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31
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Bauer TW, Behling C, Miller DV, Chang BS, Viktorova E, Magari R, Jensen PE, Wharton KA, Qiu J. Precise Identification of Cell and Tissue Features Important for Histopathologic Diagnosis by a Whole Slide Imaging System. J Pathol Inform 2020; 11:3. [PMID: 32154040 PMCID: PMC7032023 DOI: 10.4103/jpi.jpi_47_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 12/09/2019] [Indexed: 11/17/2022] Open
Abstract
Background: Previous studies have demonstrated the noninferiority of pathologists’ interpretation of whole slide images (WSIs) compared to microscopic slides in diagnostic surgical pathology; however, to our knowledge, no published studies have tested analytical precision of an entire WSI system. Methods: In this study, five pathologists at three locations tested intra-system, inter-system/site, and intra- and inter-pathologist precision of the Aperio AT2 DX System (Leica Biosystems, Vista, CA, USA). Sixty-nine microscopic slides containing 23 different morphologic features suggested by the Digital Pathology Association as important to diagnostic pathology were identified and scanned. Each of 202 unique fields of view (FOVs) had 1–3 defined morphologic features, and each feature was represented in three different tissues. For intra-system precision, each site scanned 23 slides at three different times and one pathologist interpreted all FOVs. For inter-system/site precision, all 69 slides were scanned once at each of three sites, and FOVs from each site were read by one pathologist. To test intra- and inter-pathologist precision, all 69 slides were scanned at one site, FOVs were saved in three different orientations, and the FOVs were transferred to a different site. Three different pathologists then interpreted FOVs from all 69 slides. Wildcard (unscored) slides and washout intervals were included in each study. Agreement estimates with 95% confidence intervals were calculated. Results: Combined precision from all three studies, representing 606 FOVs in each of the three studies, showed overall intra-system agreement of 97.9%; inter-system/site agreement was 96%, intra-pathologist agreement was 95%, and inter-pathologist agreement was 94.2%. Conclusions: Pathologists using the Aperio AT2 DX System identified histopathological features with high precision, providing increased confidence in using WSI for primary diagnosis in surgical pathology.
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Affiliation(s)
- Thomas W Bauer
- Department of Pathology and Laboratory Medicine, Hospital for Special Surgery, New York, NY, USA
| | | | - Dylan V Miller
- Intermountain Central Laboratory, Salt Lake City, UT, USA
| | | | | | | | | | | | - Jinsong Qiu
- Leica Biosystems Imaging, Inc., Vista, CA, USA
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VOS MIRIAMB, Dimick-Santos L, Mehta R, Omokaro SO, Taminiau J, Schabel E, Kleiner DE, Szitanyi P, Socha P, Schwimmer JB, Noviello S, Silberg DG, Torstenson R, Miller V, Lavine JE, Baldyga W, Banerjee R, Behling C, Boulos S, Burgess G, Calboli D, Charles E, Christian R, Cohen-Bacrie C, Cosma-Roman D, Danzer CP, Delaet I, Delegge M, Dimick-Santos L, DiProspero N, Donohue K, Fischer L, Fitzpatrick E, Fried M, Hagerty D, Hale P, Hildick K, Hum D, Jamil K, Jiang L, Karpen S, Kelly M, Kleiner DE, Kohli R, Kordy K, Krieger N, Lavine J, Lee L, Lefebvre E, Lopez P, Lyons E, Malahias L, Megnien S, Mehta R, Mesenbrink P, Miller V, Minnick P, Murray C, Nghiem T, Nicholson N, Noviello S, Omokaro SO, Pang W, Percival L, Peres D, Powell M, Roman D, Root M, Sampson C, Sanyal A, Schabel E, Schwarz K, Schwimmer JB, Seyedkazemi S, Shapiro D, Shringarpure R, Silberg D, Smith E, Socha P, Squires R, Szitanyi P, Taminiau J, Torstenson R, Treem W, Vig P, Vos M, Yamashita M, Zemel M. Factors to Consider in Development of Drugs for Pediatric Nonalcoholic Fatty Liver Disease. Gastroenterology 2019; 157:1448-1456.e1. [PMID: 31520612 PMCID: PMC8996263 DOI: 10.1053/j.gastro.2019.08.048] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 08/13/2019] [Accepted: 08/17/2019] [Indexed: 02/07/2023]
Affiliation(s)
- MIRIAM B. VOS
- Emory University School of Medicine, Atlanta, Georgia
| | | | - Ruby Mehta
- US Food and Drug Administration, Bethesda, Maryland
| | | | | | - Elmer Schabel
- Bundesinstitut für Arzneimittel und Medizinprodukte, Bonn, Germany
| | - David E Kleiner
- National Cancer Institute, Center for Cancer Research, Bethesda, Maryland
| | - Peter Szitanyi
- General University Hospital, Charles University, Prague, Czech Republic
| | - Piotr Socha
- Children's Memorial Health Institute, Warsaw, Poland
| | - Jeffrey B Schwimmer
- University of California, San Diego School of Medicine, La Jolla, California
| | | | | | | | | | - Joel E Lavine
- Columbia University Medical Center, New York, New York.
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Kleiner DE, Brunt EM, Wilson LA, Behling C, Guy C, Contos M, Cummings O, Yeh M, Gill R, Chalasani N, Neuschwander-Tetri BA, Diehl AM, Dasarathy S, Terrault N, Kowdley K, Loomba R, Belt P, Tonascia J, Lavine JE, Sanyal AJ. Association of Histologic Disease Activity With Progression of Nonalcoholic Fatty Liver Disease. JAMA Netw Open 2019; 2:e1912565. [PMID: 31584681 PMCID: PMC6784786 DOI: 10.1001/jamanetworkopen.2019.12565] [Citation(s) in RCA: 212] [Impact Index Per Article: 42.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
IMPORTANCE The histologic evolution of the full spectrum of nonalcoholic fatty liver disease (NAFLD) and factors associated with progression or regression remain to be definitively established. OBJECTIVE To evaluate the histologic evolution of NAFLD and the factors associated with changes in disease severity over time. DESIGN, SETTING, AND PARTICIPANTS A prospective cohort substudy from the Nonalcoholic Steatohepatitis Clinical Research Network (NASH CRN) NAFLD Database study, a noninterventional registry, was performed at 8 university medical research centers. Masked assessment of liver histologic specimens was performed, using a prespecified protocol to score individual biopsies. Participants included 446 adults with NAFLD enrolled in the NASH CRN Database studies between October 27, 2004, and September 13, 2013, who underwent 2 liver biopsies 1 or more year apart. Data analysis was performed from October 2016 to October 2018. MAIN OUTCOMES AND MEASURES Progression and regression of fibrosis stage, using clinical, laboratory, and histologic findings, including the NAFLD activity score (NAS) (sum of scores for steatosis, lobular inflammation, and ballooning; range, 0-8, with 8 indicating more severe disease). RESULTS A total of 446 adults (mean [SD] age, 47 [11] years; 294 [65.9%] women) with NAFLD (NAFL, 86 [19.3%]), borderline NASH (84 [18.8%]), and definite NASH (276 [61.9%]) were studied. Over a mean (SD) interval of 4.9 (2.8) years between biopsies, NAFL resolved in 11 patients (12.8%) and progressed to steatohepatitis in 36 patients (41.9%). Steatohepatitis resolved in 24 (28.6%) of the patients with borderline NASH and 61 (22.1%) of those with definite NASH. Fibrosis progression or regression by at least 1 stage occurred in 132 (30%) and 151 [34%] participants, respectively. Metabolic syndrome (20 [95%] vs 108 [72%]; P = .03), baseline NAS (mean [SD], 5.0 [1.4] vs 4.3 [1.6]; P = .005), and smaller reduction in NAS (-0.2 [2] vs -0.9 [2]; P < .001) were associated with progression to advanced (stage 3-4) fibrosis vs those without progression to stage 3 to 4 fibrosis. Fibrosis regression was associated with lower baseline insulin level (20 vs 33 μU/mL; P = .02) and decrease in all NAS components (steatosis grade -0.8 [0.1] vs -0.3 [0.9]; P < .001; lobular inflammation -0.5 [0.8] vs -0.2 [0.9]; P < .001; ballooning -0.7 [1.1] vs -0.1 [0.9]; P < .001). Only baseline aspartate aminotransferase (AST) levels were associated with fibrosis regression vs no change and progression vs no change on multivariable regression: baseline AST (regression: conditional odds ratio [cOR], 0.6 per 10 U/L AST; 95% CI, 0.4-0.7; P < .001; progression: cOR, 1.3; 95% CI, 1.1-1.5; P = .002). Changes in the AST level, alanine aminotransferase (ALT) level, and NAS were also associated with fibrosis regression and progression (ΔAST level: regression, cOR, 0.9; 95% CI, 0.6-1.2; P = .47; progression, cOR, 1.3; 95% CI, 1.0-1.6; P = .02; ΔALT level: regression, cOR, 0.7 per 10 U/L AST; 95% CI, 0.5-0.9; P = .002; progression, cOR, 1.0 per 10 U/L AST; 95% CI, 0.9-1.2; P = .93; ΔNAS: regression, cOR, 0.7; 95% CI, 0.6-0.9; P = .001; progression, cOR, 1.3; 95% CI, 1.1-1.5; P = .01). CONCLUSIONS AND RELEVANCE Improvement or worsening of disease activity may be associated with fibrosis regression or progression, respectively, in NAFLD.
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Affiliation(s)
- David E. Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Elizabeth M. Brunt
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Laura A. Wilson
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Cynthia Behling
- Department of Pathology, University of California San Diego School of Medicine, San Diego
| | - Cynthia Guy
- Department of Pathology, Duke University, Durham, North Carolina
| | - Melissa Contos
- Department of Pathology, Virginia Commonwealth University School of Medicine, Richmond
| | - Oscar Cummings
- Department of Pathology, Indiana University School of Medicine, Indianapolis
| | - Matthew Yeh
- Department of Pathology, University of Washington, Seattle
| | - Ryan Gill
- Department of Pathology, University of California San Francisco School of Medicine, San Francisco
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis
| | | | - Anna Mae Diehl
- Department of Gastroenterology, Duke University, Durham, North Carolina
| | - Srinivasan Dasarathy
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio
| | - Norah Terrault
- Division of Gastroenterology and Liver, University of Southern California, Los Angeles
| | - Kris Kowdley
- Liver Care Network and Organ Care Research, Swedish Medical Center, Seattle, Washington
| | - Rohit Loomba
- Division of Gastroenterology, University of California San Diego School of Medicine, San Diego
| | - Patricia Belt
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - James Tonascia
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Joel E. Lavine
- Division of Pediatric Gastroenterology, Department of Pediatrics, Columbia University, New York, New York
| | - Arun J. Sanyal
- Division of Gastroenterology and Hepatology, Virginia Commonwealth University School of Medicine, Richmond
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Schwimmer JB, Johnson JS, Angeles JE, Behling C, Belt PH, Borecki I, Bross C, Durelle J, Goyal NP, Hamilton G, Holtz ML, Lavine JE, Mitreva M, Newton KP, Pan A, Simpson PM, Sirlin CB, Sodergren E, Tyagi R, Yates KP, Weinstock G, Salzman NH. Microbiome Signatures Associated With Steatohepatitis and Moderate to Severe Fibrosis in Children With Nonalcoholic Fatty Liver Disease. Gastroenterology 2019; 157:1109-1122. [PMID: 31255652 PMCID: PMC6756995 DOI: 10.1053/j.gastro.2019.06.028] [Citation(s) in RCA: 151] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 06/14/2019] [Accepted: 06/21/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The intestinal microbiome might affect the development and severity of nonalcoholic fatty liver disease (NAFLD). We analyzed microbiomes of children with and without NAFLD. METHODS We performed a prospective, observational, cross-sectional study of 87 children (age range, 8-17 years) with biopsy-proven NAFLD and 37 children with obesity without NAFLD (controls). Fecal samples were collected and microbiome composition and functions were assessed using 16S ribosomal RNA amplicon sequencing and metagenomic shotgun sequencing. Microbial taxa were identified using zero-inflated negative binomial modeling. Genes contributing to bacterial pathways were identified using gene set enrichment analysis. RESULTS Fecal microbiomes of children with NAFLD had lower α-diversity than those of control children (3.32 vs 3.52, P = .016). Fecal microbiomes from children with nonalcoholic steatohepatitis (NASH) had the lowest α-diversity (control, 3.52; NAFLD, 3.36; borderline NASH, 3.37; NASH, 2.97; P = .001). High abundance of Prevotella copri was associated with more severe fibrosis (P = .036). Genes for lipopolysaccharide biosynthesis were enriched in microbiomes from children with NASH (P < .001). Classification and regression tree model with level of alanine aminotransferase and relative abundance of the lipopolysaccharide pathway gene encoding 3-deoxy-d-manno-octulosonate 8-phosphate-phosphatase identified patients with NASH with an area under the receiver operating characteristic curve value of 0.92. Genes involved in flagellar assembly were enriched in the fecal microbiomes of patients with moderate to severe fibrosis (P < .001). Classification and regression tree models based on level of alanine aminotransferase and abundance of genes encoding flagellar biosynthesis protein had good accuracy for identifying case children with moderate to severe fibrosis (area under the receiver operating characteristic curve, 0.87). CONCLUSIONS In an analysis of fecal microbiomes of children with NAFLD, we associated NAFLD and NASH with intestinal dysbiosis. NAFLD and its severity were associated with greater abundance of genes encoding inflammatory bacterial products. Alterations to the intestinal microbiome might contribute to the pathogenesis of NAFLD and be used as markers of disease or severity.
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Affiliation(s)
- Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA,Department of Gastroenterology, Rady Children’s
Hospital San Diego, San Diego, CA
| | | | - Jorge E. Angeles
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA,Department of Pathology, Sharp Medical Center, San Diego,
CA
| | | | - Ingrid Borecki
- The McDonnell Genome Institute, Washington University in
St. Louis, St. Louis, MO
| | - Craig Bross
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA
| | - Janis Durelle
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA
| | - Nidhi P. Goyal
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA
| | - Gavin Hamilton
- Liver Imaging Group, Department of Radiology, University
of California, San Diego, CA
| | - Mary L. Holtz
- Department of Pediatrics, Division of Gastroenterology;
and Center for Microbiome Research, Medical College of Wisconsin, Milwaukee,
WI
| | - Joel E. Lavine
- Department of Pediatrics, Division of Pediatric
Gastroenterology, Hepatology and Nutrition, Columbia University, New York NY
| | - Makedonka Mitreva
- The McDonnell Genome Institute, Washington University in
St. Louis, St. Louis, MO
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition,
Department of Pediatrics, University of California, San Diego School of Medicine, La
Jolla, CA,Department of Gastroenterology, Rady Children’s
Hospital San Diego, San Diego, CA
| | - Amy Pan
- Department of Pediatrics, Division of Quantitative
Health Sciences; and Center for Microbiome Research, The Medical College of
Wisconsin, Milwaukee, WI
| | - Pippa M. Simpson
- Department of Pediatrics, Division of Quantitative
Health Sciences; and Center for Microbiome Research, The Medical College of
Wisconsin, Milwaukee, WI
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University
of California, San Diego, CA
| | | | - Rahul Tyagi
- The McDonnell Genome Institute, Washington University in
St. Louis, St. Louis, MO
| | | | | | - Nita H. Salzman
- Department of Pediatrics, Division of Gastroenterology;
and Center for Microbiome Research, Medical College of Wisconsin, Milwaukee,
WI
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Bashir MR, Wolfson T, Gamst AC, Fowler KJ, Ohliger M, Shah SN, Alazraki A, Trout AT, Behling C, Allende DS, Loomba R, Sanyal A, Schwimmer J, Lavine JE, Shen W, Tonascia J, Van Natta ML, Mamidipalli A, Hooker J, Kowdley KV, Middleton MS, Sirlin CB. Hepatic R2* is more strongly associated with proton density fat fraction than histologic liver iron scores in patients with nonalcoholic fatty liver disease. J Magn Reson Imaging 2018; 49:1456-1466. [PMID: 30318834 DOI: 10.1002/jmri.26312] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 08/09/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The liver R2* value is widely used as a measure of liver iron but may be confounded by the presence of hepatic steatosis and other covariates. PURPOSE To identify the most influential covariates for liver R2* values in patients with nonalcoholic fatty liver disease (NAFLD). STUDY TYPE Retrospective analysis of prospectively acquired data. POPULATION Baseline data from 204 subjects enrolled in NAFLD/NASH (nonalcoholic steatohepatitis) treatment trials. FIELD STRENGTH 1.5T and 3T; chemical-shift encoded multiecho gradient echo. ASSESSMENT Correlation between liver proton density fat fraction and R2*; assessment for demographic, metabolic, laboratory, MRI-derived, and histological covariates of liver R2*. STATISTICAL TESTS Pearson's and Spearman's correlations; univariate analysis; gradient boosting machines (GBM) multivariable machine-learning method. RESULTS Hepatic proton density fat fraction (PDFF) was the most strongly correlated covariate for R2* at both 1.5T (r = 0.652, P < 0.0001) and at 3T (r = 0.586, P < 0.0001). In the GBM analysis, hepatic PDFF was the most influential covariate for hepatic R2*, with relative influences (RIs) of 61.3% at 1.5T and 47.5% at 3T; less influential covariates had RIs of up to 11.5% at 1.5T and 16.7% at 3T. Nonhepatocellular iron was weakly associated with R2* at 3T only (RI 6.7%), and hepatocellular iron was not associated with R2* at either field strength. DATA CONCLUSION Hepatic PDFF is the most influential covariate for R2* at both 1.5T and 3T; nonhepatocellular iron deposition is weakly associated with liver R2* at 3T only. LEVEL OF EVIDENCE 4 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:1456-1466.
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Affiliation(s)
- Mustafa R Bashir
- Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA.,Center for Advanced Magnetic Resonance Development (CAMRD), Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA.,Division of Gastroenterology, Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Tanya Wolfson
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputing Center (SDSC), University of California-San Diego, San Diego, California, USA
| | - Anthony C Gamst
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputing Center (SDSC), University of California-San Diego, San Diego, California, USA
| | - Kathryn J Fowler
- Department of Radiology, Washington University, St. Louis, Missouri, USA
| | - Michael Ohliger
- Departments of Radiology and Biomedical Engineering, University of California-San Francisco, San Francisco, California, USA
| | - Shetal N Shah
- Section of Abdominal Imaging and Nuclear Medicine Department, Imaging Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Adina Alazraki
- Departments of Radiology and Pediatrics, Emory University School of Medicine/Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Andrew T Trout
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Cynthia Behling
- Department of Pathology, University of California-San Diego, La Jolla, California, USA
| | | | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, Department of Medicine, University of California-San Diego, La Jolla, California, USA
| | - Arun Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Jeffrey Schwimmer
- Department of Pediatrics, University of California-San Diego, San Diego, California, USA
| | - Joel E Lavine
- Department of Pediatrics, Columbia College of Physicians and Surgeons, New York, New York, USA
| | - Wei Shen
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics and the Institute of Human Nutrition, Columbia University Medical Center, New York, New York, USA
| | - James Tonascia
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mark L Van Natta
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Adrija Mamidipalli
- Liver Imaging Group, Department of Radiology, University of California, San Diego, San Diego, California, USA
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California, San Diego, San Diego, California, USA
| | - Kris V Kowdley
- Liver Care Network and Organ Care Research, Swedish Medical Center, Seattle, Washington, USA
| | - Michael S Middleton
- Liver Imaging Group, Department of Radiology, University of California, San Diego, San Diego, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego, San Diego, California, USA
| | -
- Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA
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Elbel EE, Lavine JE, Downes M, Van Natta M, Yu R, Schwimmer JB, Behling C, Brunt EM, Tonascia J, Evans R. Hepatic Nuclear Receptor Expression Associates with Features of Histology in Pediatric Nonalcoholic Fatty Liver Disease. Hepatol Commun 2018; 2:1213-1226. [PMID: 30288476 PMCID: PMC6167075 DOI: 10.1002/hep4.1232] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 06/18/2018] [Indexed: 01/10/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver disease in children and adults. This study examined the relationship between hepatic nuclear receptor (NR) expression and histologic features of NAFLD. Drugs targeting a variety of NRs for nonalcoholic steatohepatitis (NASH) are in clinical trials. Liver messenger RNA was isolated from 40 children (10-19 years) undergoing end-of-treatment biopsy in the Treatment of NAFLD in Children (TONIC) trial. High-throughput quantitative polymerase chain reaction assayed NR messenger RNA. Cluster analysis was used to group 36 NRs, and NR levels were related to histologic measures of specific NAFLD features. Cluster analysis determined five groupings of NRs. Significant (P < 0.05) differential expressions of specific NRs associated with histologic measures include farnesoid X receptor alpha and retinoic acid receptor (RARβ and RARβ) for steatosis; estrogen receptor alpha (ERα) and peroxisome proliferator-activated receptor gamma 3 (PPARγ3) for hepatocellular ballooning; ER and PPARγ2 for lobular inflammation; PPARα/δ/γ1/γ2, ERα, constitutive androstane receptor, chicken ovalbumin upstream promoter transcription factor 1, RARα, RARβ1, retinoid X receptor, pregnane X receptor, thyroid hormone receptors α and β, and nuclear receptor related-1 for fibrosis; and ERα and RARβ/β1/α for diagnosis of NASH. Conclusion: Differential expression of specific NRs correlates with histologic severity of specific NAFLD features. These NRs are pleiotropic transactivators regulating basal metabolic functions and inflammatory responses. Derangement of activity of these receptors in NAFLD provides a rationale for exploiting their ability with receptor-specific ligands to ameliorate NASH and its consequences.
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Affiliation(s)
- Erin E Elbel
- Department of Pediatrics Columbia University New York NY
| | - Joel E Lavine
- Department of Pediatrics Columbia University New York NY
| | - Michael Downes
- Gene Expression Laboratory The Salk Institute La Jolla CA
| | - Mark Van Natta
- Bloomberg School of Public Health Johns Hopkins University Baltimore MD
| | - Ruth Yu
- Gene Expression Laboratory The Salk Institute La Jolla CA
| | | | - Cynthia Behling
- Department of Pediatrics University of California,San Diego San Diego CA
| | - Elizabeth M Brunt
- Department of Pathology and Immunology Washington University St. Louis MO
| | - James Tonascia
- Bloomberg School of Public Health Johns Hopkins University Baltimore MD
| | - Ronald Evans
- Gene Expression Laboratory The Salk Institute La Jolla CA
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Ajmera V, Park CC, Caussy C, Singh S, Hernandez C, Bettencourt R, Hooker J, Sy E, Behling C, Xu R, Middleton MS, Valasek MA, Faulkner C, Rizo E, Richards L, Sirlin CB, Loomba R. Magnetic Resonance Imaging Proton Density Fat Fraction Associates With Progression of Fibrosis in Patients With Nonalcoholic Fatty Liver Disease. Gastroenterology 2018; 155:307-310.e2. [PMID: 29660324 PMCID: PMC6090543 DOI: 10.1053/j.gastro.2018.04.014] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 03/28/2018] [Accepted: 04/10/2018] [Indexed: 02/06/2023]
Abstract
Markers are needed to predict progression of nonalcoholic fatty liver disease (NAFLD). The proton density fat fraction, measured by magnetic resonance imaging (MRI-PDFF), provides an accurate, validated marker of hepatic steatosis; however, it is not clear whether the PDFF identifies patients at risk for NAFLD progression. We performed a follow-up study of 95 well-characterized patients with biopsy-proven NAFLD and examined the association between liver fat content and fibrosis progression. MRI-PDFF measurements were made at study entry (baseline). Biopsies were collected from patients at baseline and after a mean time period of 1.75 years. Among patients with no fibrosis at baseline, a higher proportion of patients in the higher liver fat group (MRI-PDFF ≥15.7%) had fibrosis progression (38.1%) than in the lower liver fat group (11.8%) (P = .067). In multivariable-adjusted logistic regression models (adjusted for age, sex, ethnicity, and body mass index), patients in the higher liver fat group had a significantly higher risk of fibrosis progression (multivariable-adjusted odds ratio 6.7; 95% confidence interval 1.01-44.1; P = .049). Our findings associate higher liver fat content, measured by MRI-PDFF, with fibrosis progression.
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Affiliation(s)
- Veeral Ajmera
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Charlie C. Park
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Cyrielle Caussy
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA,Université Lyon 1, Hospices Civils de Lyon, Lyon, France
| | - Seema Singh
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Carolyn Hernandez
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Ricki Bettencourt
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA
| | - Ethan Sy
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA
| | | | - Ronghui Xu
- Department of Family Medicine and Public Health and Department of Mathematics and Division of Epidemiology, Department of Family and Preventive Medicine, University of California at San Diego, La Jolla, CA
| | - Michael S. Middleton
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA
| | - Mark A. Valasek
- Department of Pathology, University of California, San Diego, CA
| | - Claire Faulkner
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Emily Rizo
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Lisa Richards
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | | | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California; Division of Gastroenterology, Department of Medicine, University of California at San Diego, La Jolla, California.
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Wattacheril J, Shea PR, Mohammad S, Behling C, Aggarwal V, Wilson LA, Yates KP, Ito J, Fishbein M, Stong N, Lavine JE, Goldstein DB. Exome sequencing of an adolescent with nonalcoholic fatty liver disease identifies a clinically actionable case of Wilson disease. Cold Spring Harb Mol Case Stud 2018; 4:mcs.a003087. [PMID: 30026388 PMCID: PMC6169823 DOI: 10.1101/mcs.a003087] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 06/04/2018] [Indexed: 12/12/2022] Open
Abstract
Diagnostic whole-exome sequencing has proven highly successful in a range of rare diseases, particularly early-onset genetic conditions. In more common conditions, however, exome sequencing for diagnostic purposes remains the exception. Here we describe a patient initially diagnosed with a common, complex liver disease, nonalcoholic fatty liver disease (NAFLD), who was determined to have Wilson disease (WD) upon research-related exome sequencing. The patient presented as a 14.5-yr-old adolescent with chronically elevated aminotransferases, normal ceruloplasmin, and histologic examination consistent with NAFLD with advanced fibrosis. He was enrolled in a large longitudinal study of patients with NAFLD and was found to have WD by exome sequencing performed 4 yr later. This new diagnosis, confirmed clinically by 24 h urine copper quantification, led to a change in the therapy from lifestyle counseling to directed treatment with d-penicillamine, a copper chelating agent. In this case, the likelihood of making the correct diagnosis and thereby choosing the appropriate treatment was increased by exome sequencing and careful interpretation. This example illustrates the utility of exome sequencing diagnostically in more common conditions not currently considered as targets for genome-wide evaluation and adds to a growing body of evidence that patients diagnosed with more common conditions often in fact have rarer genetically determined syndromes that have escaped clinical detection.
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Affiliation(s)
- Julia Wattacheril
- Department of Medicine, Center for Liver Disease and Transplantation, Columbia University College of Physicians and Surgeons, New York Presbyterian Hospital, New York, New York 10032, USA
| | - Patrick R Shea
- Institute of Genomic Medicine, Columbia University College of Physicians and Surgeons, New York, New York 10032, USA
| | - Saeed Mohammad
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann and Robert Lurie Children's Hospital of Chicago, Chicago, Illinois 60611, USA
| | - Cynthia Behling
- Department of Pathology, University of California, San Diego, La Jolla, California 90293, USA
| | - Vimla Aggarwal
- Department of Pathology and Cell Biology, Institute of Genomic Medicine, Columbia University College of Physicians and Surgeons, New York, New York 10032, USA
| | - Laura A Wilson
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland 21218, USA
| | - Katherine P Yates
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland 21218, USA
| | - Joy Ito
- Ann and Robert Lurie Children's Hospital of Chicago, Chicago, Illinois 60611, USA
| | - Mark Fishbein
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann and Robert Lurie Children's Hospital of Chicago, Chicago, Illinois 60611, USA
| | - Nicholas Stong
- Institute of Genomic Medicine, Columbia University College of Physicians and Surgeons, New York, New York 10032, USA
| | - Joel E Lavine
- Department of Pediatrics, Columbia University College of Physicians and Surgeons, Children's Hospital of New York, New York, New York 10032, USA
| | - David B Goldstein
- Institute of Genomic Medicine, Columbia University College of Physicians and Surgeons, New York, New York 10032, USA
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Schwimmer JB, Behling C, Angeles JE, Paiz M, Durelle J, Africa J, Newton KP, Brunt EM, Lavine JE, Abrams SH, Masand P, Krishnamurthy R, Wong K, Ehman RL, Yin M, Glaser KJ, Dzyubak B, Wolfson T, Gamst AC, Hooker J, Haufe W, Schlein A, Hamilton G, Middleton MS, Sirlin CB. Magnetic resonance elastography measured shear stiffness as a biomarker of fibrosis in pediatric nonalcoholic fatty liver disease. Hepatology 2017; 66:1474-1485. [PMID: 28493388 PMCID: PMC5650504 DOI: 10.1002/hep.29241] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 03/23/2017] [Accepted: 04/24/2017] [Indexed: 12/14/2022]
Abstract
UNLABELLED 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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Affiliation(s)
- Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Jorge Eduardo Angeles
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Melissa Paiz
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Janis Durelle
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Jonathan Africa
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California
| | - Elizabeth M. Brunt
- Department of Pathology and Immunology, Washington University, St. Louis, Missouri
| | | | - Stephanie H. Abrams
- Columbia University, New York, NY,Baylor College of Medicine, Houston, Texas,Houston Methodist Hospital, Houston, Texas
| | | | | | - Kelvin Wong
- Miller Children’s & Women’s Hospital Long Beach, California
| | | | - Meng Yin
- Mayo Clinic, Rochester, Minnesota
| | | | | | - Tanya Wolfson
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputer Center, University of California, San Diego, California
| | - Anthony C. Gamst
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputer Center, University of California, San Diego, California
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - William Haufe
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Alexandra Schlein
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Gavin Hamilton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Michael S. Middleton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
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Manning P, Murphy P, Wang K, Hooker J, Wolfson T, Middleton MS, Newton KP, Behling C, Awai HI, Durelle J, Paiz MN, Angeles JE, De La Pena D, McCutchan JA, Schwimmer JB, Sirlin CB. Liver histology and diffusion-weighted MRI in children with nonalcoholic fatty liver disease: A MAGNET study. J Magn Reson Imaging 2017; 46:1149-1158. [PMID: 28225568 DOI: 10.1002/jmri.25663] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 01/25/2017] [Indexed: 12/14/2022] Open
Abstract
PURPOSE To determine potential associations between histologic features of pediatric nonalcoholic fatty liver disease (NAFLD) and estimated quantitative magnetic resonance diffusion-weighted imaging (DWI) parameters. MATERIALS AND METHODS This prospective, cross-sectional study was performed as part of the Magnetic Resonance Assessment Guiding NAFLD Evaluation and Treatment (MAGNET) ancillary study to the Nonalcoholic Steatohepatitis Clinical Research Network (NASH CRN). Sixty-four children underwent a 3T DWI scan (b-values: 0, 100, and 500 s/mm2 ) within 180 days of a clinical liver biopsy of the right hepatic lobe. Three parameters were estimated in the right hepatic lobe: apparent diffusion coefficient (ADC), diffusivity (D), and perfusion fraction (F); the first assuming exponential decay and the latter two assuming biexponential intravoxel incoherent motion. Grading and staging of liver histology were done using the NASH CRN scoring system. Associations between histologic scores and DWI-estimated parameters were tested using multivariate linear regression. RESULTS Estimated means ± standard deviations were: ADC: 1.3 (0.94-1.8) × 10-3 mm2 /s; D: 0.82 (0.56-1.0) × 10-3 mm2 /s; and F: 17 (6.0-28)%. Multivariate analyses showed ADC and D decreased with steatosis and F decreased with fibrosis (P < 0.05). Associations between DWI-estimated parameters and other histologic features were not significant: ADC: fibrosis (P = 0.12), lobular inflammation (P = 0.20), portal inflammation (P = 0.27), hepatocellular inflammation (P = 0.29), NASH (P = 0.30); D: fibrosis (P = 0.34), lobular inflammation (P = 0.84), portal inflammation (P = 0.76), hepatocellular inflammation (P = 0.38), NASH (P = 0.81); F: steatosis (P = 0.57), lobular inflammation (P = 0.22), portal inflammation (P = 0.42), hepatocellular inflammation (P = 0.59), NASH (P = 0.07). CONCLUSION In children with NAFLD, steatosis and fibrosis have independent effects on DWI-estimated parameters ADC, D, and F. Further research is needed to determine the underlying mechanisms and clinical implications of these effects. LEVEL OF EVIDENCE 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2017;46:1149-1158.
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Affiliation(s)
- Paul Manning
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
| | - Paul Murphy
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
| | - Kang Wang
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
| | - Tanya Wolfson
- Computational and Applied Statistics Laboratory (CASL), SDSC, University of California, San Diego, La Jolla, California, USA
| | - Michael S Middleton
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
| | - Kimberly P Newton
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Cynthia Behling
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Hannah I Awai
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Janis Durelle
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Melissa N Paiz
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Jorge E Angeles
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Diana De La Pena
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | | | - Jeffrey B Schwimmer
- Department of Pediatrics, UCSD and Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego, School of Medicine, San Diego, California, USA
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41
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Newton KP, Hou J, Crimmins NA, Lavine JE, Barlow SE, Xanthakos SA, Africa J, Behling C, Donithan M, Clark JM, Schwimmer JB. Prevalence of Prediabetes and Type 2 Diabetes in Children With Nonalcoholic Fatty Liver Disease. JAMA Pediatr 2016; 170:e161971. [PMID: 27478956 PMCID: PMC5479314 DOI: 10.1001/jamapediatrics.2016.1971] [Citation(s) in RCA: 160] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
IMPORTANCE Nonalcoholic fatty liver disease (NAFLD) is a major chronic liver disease in children in the United States and is associated with insulin resistance. In adults, NAFLD is also associated with type 2 diabetes. To our knowledge, the prevalence of type 2 diabetes in children with NAFLD is unknown. OBJECTIVE To determine the prevalence of type 2 diabetes and prediabetes in children with NAFLD and assess type 2 diabetes and prediabetes as risk factors for nonalcoholic steatohepatitis (NASH). DESIGN, SETTING, AND PARTICIPANTS This was a multicenter, cross-sectional study at 12 pediatric clinical centers across the United States participating in the National Institute of Diabetes and Digestive and Kidney Diseases NASH Clinical Research Network. Children younger than 18 years with biopsy-confirmed NAFLD enrolled in the NASH Clinical Research Network. MAIN OUTCOMES AND MEASURES The presence of type 2 diabetes and prediabetes as determined by American Diabetes Association screening criteria using clinical history and fasting laboratory values. RESULTS There were 675 children with NAFLD included in the study with a mean age of 12.6 years and mean body mass index (calculated as weight in kilograms divided by height in meters squared) of 32.5. Most of the children were boys (480 of 675) and Hispanic (445 of 675).The estimated prevalence of prediabetes was 23.4% (95% CI, 20.2%-26.6%), and the estimated prevalence of type 2 diabetes was 6.5% (95% CI, 4.6%-8.4%). Girls with NAFLD had 1.6 (95% CI, 1.04-2.40) times greater odds of having prediabetes and 5.0 (95% CI, 2.49-9.98) times greater odds of having type 2 diabetes than boys with NAFLD. The prevalence of NASH was higher in those with type 2 diabetes (43.2%) compared with prediabetes (34.2%) or normal glucose (22%) (P < .001). The odds of having NASH were significantly higher in those with prediabetes (OR, 1.9; 95% CI, 1.21-2.9) or type 2 diabetes (OR, 3.1; 95% CI, 1.5-6.2) compared with those with normal glucose. CONCLUSIONS AND RELEVANCE In this study, nearly 30% of children with NAFLD also had type 2 diabetes or prediabetes. These children had greater odds of having NASH and thus were at greater long-term risk for adverse hepatic outcomes.
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Affiliation(s)
- Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California,Department of Gastroenterology, Rady Children’s Hospital, San Diego, California
| | - Jiayi Hou
- Clinical and Translational Research Institute, University of California San Diego School of Medicine, La Jolla, California
| | - Nancy A. Crimmins
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Joel E. Lavine
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Columbia University, New York, NY
| | - Sarah E. Barlow
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Baylor College of Medicine, Houston, TX
| | - Stavra A. Xanthakos
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio,Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center
| | - Jonathan Africa
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California,Department of Gastroenterology, Rady Children’s Hospital, San Diego, California
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California,Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center
| | - Michele Donithan
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | - Jeanne M. Clark
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD,Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, MD
| | - Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, California,Department of Gastroenterology, Rady Children’s Hospital, San Diego, California,Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, San Diego, California
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42
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Mosli MH, Feagan BG, Zou G, Sandborn WJ, D'Haens G, Khanna R, Behling C, Kaplan K, Driman DK, Shackelton LM, Baker KA, MacDonald JK, Vandervoort MK, Samaan MA, Geboes K, Valasek MA, Pai R, Langner C, Riddell R, Harpaz N, Sewitch M, Peterson M, Stitt LW, Levesque BG. Reproducibility of histological assessments of disease activity in UC. Gut 2015; 64:1765-73. [PMID: 25360036 DOI: 10.1136/gutjnl-2014-307536] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 10/07/2014] [Indexed: 01/20/2023]
Abstract
OBJECTIVE Histopathology is potentially an important outcome measure in UC. Multiple histological disease activity (HA) indices, including the Geboes score (GS) and modified Riley score (MRS), have been developed; however, the operating properties of these instruments are not clearly defined. We assessed the reproducibility of existing measures of HA. DESIGN Five experienced pathologists with GI pathology fellowship training and expertise in IBD evaluated, on three separate occasions at least two weeks apart, 49 UC colon biopsies and scored the GS, MRS and a global rating of histological severity using a 100 mm visual analogue scale (VAS). The reproducibility of each grading system and for individual instrument items was quantified by estimates of intraclass correlation coefficients (ICCs) based on two-way random effects models. Uncertainty of estimates was quantified by 95% two-sided CIs obtained using the non-parametric cluster bootstrap method. Biopsies responsible for the greatest disagreement based on the ICC estimates were identified. A consensus process was used to determine the most common sources of measurement disagreement. Recommendations for minimising disagreement were subsequently generated. RESULTS Intrarater ICCs (95% CIs) for the total GS, MRS and VAS scores were 0.82 (0.73 to 0.88), 0.71 (0.63 to 0.80) and 0.79 (0.72 to 0.85), respectively. Corresponding inter-rater ICCs were substantially lower: 0.56 (0.39 to 0.67), 0.48 (0.35 to 0.66) and 0.61 (0.47 to 0.72). Correlation between the GS and VAS was 0.62 and between the MRS and VAS was 0.61. CONCLUSIONS Although 'substantial' to 'almost perfect' ICCs for intrarater agreement were found in the assessment of HA in UC, ICCs for inter-rater agreement were considerably lower. According to the consensus process results, standardisation of item definitions and modification of the existing indices is required to create an optimal UC histological instrument.
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Affiliation(s)
- Mahmoud H Mosli
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Department of Medicine, Western University, London, Ontario, Canada Department of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia Department of Epidemiology, Biostatistics and Occupational Medicine, McGill University, Montreal, Canada
| | - Brian G Feagan
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Department of Medicine, Western University, London, Ontario, Canada Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Guangyong Zou
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - William J Sandborn
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
| | - Geert D'Haens
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Department of Gastroenterology, Academic Medical Center, Amsterdam, The Netherlands
| | - Reena Khanna
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Department of Medicine, Western University, London, Ontario, Canada
| | - Cynthia Behling
- Pacific Rim Pathology Medical Corporation, San Diego, California, USA
| | - Keith Kaplan
- Carolinas Medical Center, Charlotte, North Carolina, USA
| | - David K Driman
- Department of Pathology, Western University, London, Ontario, Canada
| | - Lisa M Shackelton
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Kenneth A Baker
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada
| | - John K MacDonald
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Margaret K Vandervoort
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Mark A Samaan
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Karel Geboes
- Department of Pathology, University Hospital of KU Leuven and UZ Gent, Leuven, Belgium
| | - Mark A Valasek
- Department of Pathology, University of California, San Diego, California, USA
| | - Rish Pai
- Department of Anatomic Pathology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Cord Langner
- Department of Pathology, Medical University of Graz, Graz, Austria
| | - Robert Riddell
- Department of Pathology, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Noam Harpaz
- Department of Pathology, Mount Sinai Hospital, New York, New York, USA
| | - Maida Sewitch
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Michael Peterson
- Department of Pathology, Western Washington Pathology and Multicare Health System, Tacoma, Washington, USA
| | - Larry W Stitt
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Barrett G Levesque
- Robarts Clinical Trials, Robarts Research Institute, Western University, London, Ontario, Canada Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
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43
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Arulanandan A, Ang B, Bettencourt R, Hooker J, Behling C, Lin GY, Valasek MA, Ix JH, Schnabl B, Sirlin CB, Loomba R. Association Between Quantity of Liver Fat and Cardiovascular Risk in Patients With Nonalcoholic Fatty Liver Disease Independent of Nonalcoholic Steatohepatitis. Clin Gastroenterol Hepatol 2015; 13:1513-20.e1. [PMID: 25661453 DOI: 10.1016/j.cgh.2015.01.027] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 12/30/2014] [Accepted: 01/19/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The association between quantity of liver fat and the presence of metabolic syndrome needs to be assessed systematically. We aimed to determine the association between the quantity of liver fat and the presence of the metabolic syndrome in patients with biopsy-proven nonalcoholic fatty liver disease (NAFLD), independent of nonalcoholic steatohepatitis (NASH). METHODS We recruited 146 patients with well-characterized biopsy-proven NAFLD and 50 individuals without NAFLD (controls) to participate in a case-control study at the NAFLD Translational Research Unit at the University of California San Diego. Liver fat was quantified in patients with NAFLD and controls using an advanced magnetic resonance imaging-based biomarker, the proton-density-fat-fraction (MRI-PDFF). Patients with NAFLD were divided into groups based on whether they were above or below the median MRI-PDFF value (15.4% in patients with NAFLD); the MRI-PDFF value for controls was less than 5%. The primary outcome was the presence of the metabolic syndrome using Adult Treatment Panel III criteria without and with adjustment for the presence of NASH. RESULTS Compared with NAFLD patients with MRI-PDFF values below the median, and compared with controls, NAFLD patients with MRI-PDFF values above the median were more likely to have abdominal obesity (P < .0001), lower levels of high-density cholesterol (P < .0001), higher levels of triglycerides (P < .0001), and higher fasting glucose levels (P < .001). Compared with NAFLD patients with MRI-PDFF values below the median, NAFLD patients with MRI-PDFF above the median were more likely to have the metabolic syndrome (60.3% vs. 44.4%; P < .04), independent of biopsy-detected NASH. CONCLUSIONS Increased liver fat content in patients with NAFLD is associated with increased rates of the metabolic syndrome, independent of NASH. There appears to be an association between the quantity of liver fat and the risk for cardiovascular disease in patients with NAFLD.
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Affiliation(s)
- Ahilan Arulanandan
- Division of Internal Medicine, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California
| | - Brandon Ang
- NAFLD Translational Research Unit, Division of Gastroenterology, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California
| | - Ricki Bettencourt
- Division of Epidemiology, Department of Family and Preventive Medicine, University of California San Diego School of Medicine, La Jolla, California
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California
| | - Cynthia Behling
- Department of Pathology, University of California San Diego School of Medicine, La Jolla, California
| | - Grace Y Lin
- Department of Pathology, University of California San Diego School of Medicine, La Jolla, California
| | - Mark A Valasek
- Department of Pathology, University of California San Diego School of Medicine, La Jolla, California
| | - Joachim H Ix
- Division of Nephrology, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California
| | - Bernd Schnabl
- NAFLD Translational Research Unit, Division of Gastroenterology, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California
| | - Rohit Loomba
- NAFLD Translational Research Unit, Division of Gastroenterology, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California; Division of Epidemiology, Department of Family and Preventive Medicine, University of California San Diego School of Medicine, La Jolla, California.
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Schwimmer JB, Middleton MS, Behling C, Newton KP, Awai HI, Paiz MN, Lam J, Hooker JC, Hamilton G, Fontanesi J, Sirlin CB. Magnetic resonance imaging and liver histology as biomarkers of hepatic steatosis in children with nonalcoholic fatty liver disease. Hepatology 2015; 61:1887-95. [PMID: 25529941 PMCID: PMC4670559 DOI: 10.1002/hep.27666] [Citation(s) in RCA: 121] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Accepted: 12/13/2014] [Indexed: 12/12/2022]
Abstract
UNLABELLED Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in children. In order to advance the field of NAFLD, noninvasive imaging methods for measuring liver fat are needed. Advanced magnetic resonance imaging (MRI) has shown great promise for the quantitative assessment of hepatic steatosis but has not been validated in children. Therefore, this study was designed to evaluate the correlation and diagnostic accuracy of MRI-estimated liver proton density fat fraction (PDFF), a biomarker for hepatic steatosis, compared to histologic steatosis grade in children. The study included 174 children with a mean age of 14.0 years. Liver PDFF estimated by MRI was significantly (P < 0.01) correlated (0.725) with steatosis grade. The correlation of MRI-estimated liver PDFF and steatosis grade was influenced by both sex and fibrosis stage. The correlation was significantly (P < 0.01) stronger in girls (0.86) than in boys (0.70). The correlation was significantly (P < 0.01) weaker in children with stage 2-4 fibrosis (0.61) than children with no fibrosis (0.76) or stage 1 fibrosis (0.78). The diagnostic accuracy of commonly used threshold values to distinguish between no steatosis and mild steatosis ranged from 0.69 to 0.82. The overall accuracy of predicting the histologic steatosis grade from MRI-estimated liver PDFF was 56%. No single threshold had sufficient sensitivity and specificity to be considered diagnostic for an individual child. CONCLUSIONS Advanced magnitude-based MRI can be used to estimate liver PDFF in children, and those PDFF values correlate well with steatosis grade by liver histology. Thus, magnitude-based MRI has the potential for clinical utility in the evaluation of NAFLD, but at this time no single threshold value has sufficient accuracy to be considered diagnostic for an individual child.
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Affiliation(s)
- Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Michael S. Middleton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Pathology, Sharp Medical Center, San Diego, California
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California
| | - Hannah I. Awai
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Melissa N. Paiz
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Jessica Lam
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California,School of Medicine, Loma Linda University, Loma Linda, California
| | - Jonathan C. Hooker
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Gavin Hamilton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - John Fontanesi
- Center for Management Science in Health, Division of General Internal Medicine, Department of Medicine, University of California, San Diego School of Medicine, La Jolla, California,Department of Family and Preventive Medicine, University of California, San Diego School of Medicine, La Jolla, California,Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, California
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
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Loomba R, Wolfson T, Ang B, Hooker J, Behling C, Peterson M, Valasek M, Lin G, Brenner D, Gamst A, Ehman R, Sirlin C. Magnetic resonance elastography predicts advanced fibrosis in patients with nonalcoholic fatty liver disease: a prospective study. Hepatology 2014; 60:1920-8. [PMID: 25103310 PMCID: PMC4245360 DOI: 10.1002/hep.27362] [Citation(s) in RCA: 341] [Impact Index Per Article: 34.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Accepted: 07/30/2014] [Indexed: 02/06/2023]
Abstract
UNLABELLED Retrospective studies have shown that two-dimensional magnetic resonance elastography (2D-MRE), a novel MR method for assessment of liver stiffness, correlates with advanced fibrosis in patients with nonalcoholic fatty liver disease (NAFLD). Prospective data on diagnostic accuracy of 2D-MRE in the detection of advanced fibrosis in NAFLD are needed. The aim of this study is to prospectively assess the diagnostic accuracy of 2D-MRE, a noninvasive imaging biomarker, in predicting advanced fibrosis (stage 3 or 4) in well-characterized patients with biopsy-proven NAFLD. This is a cross-sectional analysis of a prospective study including 117 consecutive patients (56% women) with biopsy-proven NAFLD who underwent a standardized research visit: history, exam, liver biopsy assessment (using the nonalcoholic steatohepatitis Clinical Research Network histological scoring system), and 2D-MRE from 2011 to 2013. The radiologist and pathologist were blinded to clinical and pathology/imaging data, respectively. Receiver operating characteristics (ROCs) were examined to assess the diagnostic test performance of 2D-MRE in predicting advanced fibrosis. The mean (± standard deviation) of age and body mass index was 50.1 (± 13.4) years and 32.4 (± 5.0) kg/m(2), respectively. The median time interval between biopsy and 2D-MRE was 45 days (interquartile range: 50 days). The number of patients with fibrosis stages 0, 1, 2, 3, and 4 was 43, 39, 13, 12, and 10, respectively. The area under the ROC curve for 2D-MRE discriminating advanced fibrosis (stage 3-4) from stage 0-2 fibrosis was 0.924 (P < 0.0001). A threshold of >3.63 kPa had a sensitivity of 0.86 (95% confidence interval [CI]: 0.65-0.97), specificity of 0.91 (95% CI: 0.83-0.96), positive predictive value of 0.68 (95% CI: 0.48-0.84), and negative predictive value of 0.97 (95% CI: 0.91-0.99). CONCLUSIONS MRE is accurate in predicting advanced fibrosis and may be utilized for noninvasive diagnosis of advanced fibrosis in patients with NAFLD.
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Affiliation(s)
- Rohit Loomba
- Division of Gastroenterology, University of California at San DiegoLa Jolla, CA,NAFLD Translational Research Unit, Department of Medicine, University of California at San DiegoLa Jolla, CA,Division of Epidemiology, Department of Family and Preventive Medicine, University of California at San DiegoLa Jolla, CA,* These authors contributed equally to this work
| | - Tanya Wolfson
- Departments of Mathematics, University of California at San DiegoLa Jolla, CA
| | - Brandon Ang
- NAFLD Translational Research Unit, Department of Medicine, University of California at San DiegoLa Jolla, CA
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California at San DiegoLa Jolla, CA,** Correction added after publication October 29, 2014: Author name Jonathan Booker was changed to Jonathan Hooker
| | | | | | - Mark Valasek
- Pathology, University of California at San DiegoLa Jolla, CA
| | - Grace Lin
- Pathology, University of California at San DiegoLa Jolla, CA
| | - David Brenner
- Division of Gastroenterology, University of California at San DiegoLa Jolla, CA
| | - Anthony Gamst
- Departments of Mathematics, University of California at San DiegoLa Jolla, CA
| | | | - Claude Sirlin
- Liver Imaging Group, Department of Radiology, University of California at San DiegoLa Jolla, CA,* These authors contributed equally to this work
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Schwimmer JB, Zepeda A, Newton KP, Xanthakos SA, Behling C, Hallinan EK, Donithan M, Tonascia J. Longitudinal assessment of high blood pressure in children with nonalcoholic fatty liver disease. PLoS One 2014; 9:e112569. [PMID: 25419656 PMCID: PMC4242611 DOI: 10.1371/journal.pone.0112569] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 10/01/2014] [Indexed: 12/12/2022] Open
Abstract
Objective Nonalcoholic fatty liver disease (NAFLD) affects 9.6% of children and may put these children at elevated risk of high blood pressure and subsequent cardiovascular morbidity and mortality. Therefore, we sought to determine the prevalence of and risk factors for high blood pressure in children with NAFLD. Methods Cohort study performed by the NIDDK NASH Clinical Research Network. There were 484 children with NAFLD ages 2 to 17 at enrollment; 382 children were assessed both at enrollment and 48 weeks afterwards. The main outcomes were high blood pressure at baseline and persistent high blood pressure at both baseline and 48 weeks. Results Prevalence of high blood pressure at baseline was 35.8% and prevalence of persistent high blood pressure was 21.4%. Children with high blood pressure were significantly more likely to have worse steatosis than children without high blood pressure (mild 19.8% vs. 34.2%, moderate 35.0% vs. 30.7%, severe 45.2% vs. 35.1%; P = 0.003). Higher body mass index, low-density lipoprotein, and uric acid were independent risk factors for high blood pressure (Odds Ratios: 1.10 per kg/m2, 1.09 per 10 mg/dL, 1.25 per mg/dL, respectively). Compared to boys, girls with NAFLD were significantly more likely to have persistent high blood pressure (28.4% vs.18.9%; P = 0.05). Conclusions In conclusion, NAFLD is a common clinical problem that places children at substantial risk for high blood pressure, which may often go undiagnosed. Thus blood pressure evaluation, control, and monitoring should be an integral component of the clinical management of children with NAFLD.
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Affiliation(s)
- Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego, School of Medicine, San Diego, California, United States of America
- Department of Gastroenterology, Rady Children's Hospital San Diego, San Diego, California, United States of America
- Liver Imaging Group, Department of Radiology, University of California San Diego, School of Medicine, San Diego, California, United States of America
- * E-mail:
| | - Anne Zepeda
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego, School of Medicine, San Diego, California, United States of America
- University of California San Diego, Master of Advanced Studies in Clinical Research, San Diego, California, United States of America
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California San Diego, School of Medicine, San Diego, California, United States of America
- Department of Gastroenterology, Rady Children's Hospital San Diego, San Diego, California, United States of America
| | - Stavra A. Xanthakos
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States of America
| | - Cynthia Behling
- Department of Pathology, Sharp Medical Center, San Diego, California, United States of America
| | - Erin K. Hallinan
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Michele Donithan
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - James Tonascia
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
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Murphy P, Hooker J, Ang B, Wolfson T, Gamst A, Bydder M, Middleton M, Peterson M, Behling C, Loomba R, Sirlin C. Associations between histologic features of nonalcoholic fatty liver disease (NAFLD) and quantitative diffusion-weighted MRI measurements in adults. J Magn Reson Imaging 2014; 41:1629-38. [PMID: 25256692 DOI: 10.1002/jmri.24755] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2014] [Accepted: 07/15/2014] [Indexed: 12/21/2022] Open
Abstract
PURPOSE To investigate in adults the associations between histologic features of nonalcoholic fatty liver disease (NAFLD) and quantitative measures derived from diffusion-weighted imaging (DWI). MATERIALS AND METHODS Eighty-nine adults undergoing standard-of-care liver biopsy for NAFLD were recruited for DWI. Biopsies were scored for histologic features of NAFLD. DWI was performed using b-values of 0, 100, and 500 s/mm(2) . Images were reconstructed using either conventional magnitude averaging (CMA) or a method to address bulk motion artifacts (Beta*LogNormal, BLN). The apparent diffusion coefficient (ADC) and the diffusivity (D) and perfusion fraction (F) of the intravoxel incoherent motion (IVIM) model were measured in the right hepatic lobe using both reconstructions. Associations between histologic features and DWI-derived measures were tested statistically with several methods including multiple linear regression. RESULTS Using CMA and BLN reconstructions, respectively, the means (and ranges) were 1.7 (1.1-3.5) and 1.4 (1.0-3.2) × 10(-3) mm(2) /s for ADC, 1.1 (0.84-1.4) and 0.84 (0.53-1.1) × 10(-3) mm(2) /s for D, and 17 and 18 (2.3-35)% for F. For both reconstruction methods, D decreased with steatosis and F decreased with fibrosis (P < 0.05). ADC was not independently associated with any histologic feature. CONCLUSION Steatosis and fibrosis have significant independent effects on D and F in adults undergoing biopsy for NAFLD.
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Affiliation(s)
- Paul Murphy
- Liver Imaging Group, Department of Radiology, University of California - San Diego, San Diego, California, USA
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California - San Diego, San Diego, California, USA
| | - Brandon Ang
- NAFLD Translational Research Unit, Division of Gastroenterology, Department of Medicine, University of California - San Diego, San Diego, California, USA
| | - Tanya Wolfson
- Computational and Applied Statistics Lab, San Diego Supercomputing Center, San Diego, California, USA
| | - Anthony Gamst
- Computational and Applied Statistics Lab, San Diego Supercomputing Center, San Diego, California, USA
| | - Mark Bydder
- Liver Imaging Group, Department of Radiology, University of California - San Diego, San Diego, California, USA
| | - Michael Middleton
- Liver Imaging Group, Department of Radiology, University of California - San Diego, San Diego, California, USA
| | | | | | - Rohit Loomba
- NAFLD Translational Research Unit, Division of Gastroenterology, Department of Medicine, University of California - San Diego, San Diego, California, USA.,Division of Epidemiology, Department of Family and Preventative Medicine, University of California - San Diego, San Diego, California, USA
| | - Claude Sirlin
- Liver Imaging Group, Department of Radiology, University of California - San Diego, San Diego, California, USA
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Awai HI, Newton KP, Sirlin CB, Behling C, Schwimmer JB. Evidence and recommendations for imaging liver fat in children, based on systematic review. Clin Gastroenterol Hepatol 2014; 12:765-73. [PMID: 24090729 PMCID: PMC3969892 DOI: 10.1016/j.cgh.2013.09.050] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Revised: 09/12/2013] [Accepted: 09/13/2013] [Indexed: 12/31/2022]
Abstract
BACKGROUND & AIMS Fatty liver is a common problem in children and increases their risk for cirrhosis, diabetes, and cardiovascular disease. Liver biopsy is the clinical standard for diagnosing and grading fatty liver. However, noninvasive imaging modalities are needed to assess liver fat in children. We performed a systematic review of studies that evaluated imaging liver fat in children. METHODS We searched PubMed for original research articles in peer-reviewed journals from January 1, 1982, through December 31, 2012, using the key words "imaging liver fat." Studies included those in English, and those performed in children from birth to 18 years of age. To be eligible for inclusion, studies were required to measure hepatic steatosis via an imaging modality and a quantitative comparator as the reference standard. RESULTS We analyzed 9 studies comprising 610 children; 4 studies assessed ultrasonography and 5 studies assessed magnetic resonance imaging (MRI). Ultrasonography was used in the diagnosis of fatty liver with positive predictive values of 47% to 62%. There was not a consistent relationship between ultrasound steatosis score and the reference measurement of hepatic steatosis. Liver fat as measurements by MRI or by spectroscopy varied with the methodologies used. Liver fat measurements by MRI correlated with results from histologic analyses, but sample size did not allow for an assessment of diagnostic accuracy. CONCLUSIONS Available evidence does not support the use of ultrasonography for the diagnosis or grading of fatty liver in children. Although MRI is a promising approach, the data are insufficient to make evidence-based recommendations regarding its use in children for the assessment of hepatic steatosis.
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Affiliation(s)
- Hannah I. Awai
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Cynthia Behling
- Department of Pathology, Sharp Medical Center, San Diego, California
| | - Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
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Noureddin M, Yates KP, Vaughn IA, Neuschwander-Tetri BA, Sanyal AJ, McCullough A, Merriman R, Hameed B, Doo E, Kleiner DE, Behling C, Loomba R. Clinical and histological determinants of nonalcoholic steatohepatitis and advanced fibrosis in elderly patients. Hepatology 2013; 58:1644-54. [PMID: 23686698 PMCID: PMC3760979 DOI: 10.1002/hep.26465] [Citation(s) in RCA: 124] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Accepted: 04/15/2013] [Indexed: 02/06/2023]
Abstract
UNLABELLED The characteristics of nonalcoholic fatty liver disease (NAFLD) in elderly patients are unknown. Therefore, we aimed to examine the differences between elderly and nonelderly patients with NAFLD and to identify determinants of nonalcoholic steatohepatitis (NASH) and advanced fibrosis (bridging fibrosis or cirrhosis) in elderly patients. This is a cross-sectional analysis of adult participants who were prospectively enrolled in the NASH Clinical Research Network studies. Participants were included based on availability of the centrally reviewed liver histology data within 1 year of enrollment, resulting in 61 elderly (age ≥65 years) and 735 nonelderly (18-64 years) participants. The main outcomes were the presence of NASH and advanced fibrosis. Compared to nonelderly patients with NAFLD, elderly patients had a higher prevalence of NASH (56% versus 72%, P = 0.02), and advanced fibrosis (25% versus 44%, P = 0.002). Compared to nonelderly patients with NASH, elderly patients with NASH had higher rates of advanced fibrosis (35% versus 52%, P = 0.03), as well as other features of severe liver disease including the presence of ballooning degeneration, acidophil bodies, megamitochondria, and Mallory-Denk bodies (P ≤ 0.05 for each). In multiple logistic regression analyses, independent determinants of NASH in elderly patients included higher aspartate aminotransferase (AST) (odds ratio [OR] = 1.12, P = 0.007) and lower platelets (OR = 0.98, P = 0.02); and independent determinants of advanced fibrosis included higher AST (OR = 1.08, P = 0.007), lower alanine aminotransferase value (OR = 0.91, P = 0.002), and an increased odds of having low high-density lipoprotein (OR = 8.35, P = 0.02). CONCLUSION Elderly patients are more likely to have NASH and advanced fibrosis than nonelderly patients with NAFLD. Liver biopsy may be considered in elderly patients and treatment should be initiated in those with NASH and advanced fibrosis.
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Affiliation(s)
- Mazen Noureddin
- Division of Gastroenterology and Epidemiology, University of California at San Diego School of Medicine, La Jolla, CA
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