Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data

Background: Validated noninvasive biomarkers to assess treatment response in pediatric nonalcoholic fatty liver disease (NAFLD) are lacking. We aimed to validate alanine aminotransferase (ALT), a monitoring biomarker for change in liver histology. Methods: A retrospective analysis using data from th...

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Main Authors: Idil Arsik, Jennifer K. Frediani, Damon Frezza, Wen Chen, Turgay Ayer, Pinar Keskinocak, Ran Jin, Juna V. Konomi, Sarah E. Barlow, Stavra A. Xanthakos, Joel E. Lavine, Miriam B. Vos
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Children
Subjects:
ALT
Online Access:http://www.mdpi.com/2227-9067/5/6/64
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spelling doaj-7a31ae8b47844545be5d6155076dfee72021-04-02T03:28:42ZengMDPI AGChildren2227-90672018-05-01566410.3390/children5060064children5060064Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial DataIdil Arsik0Jennifer K. Frediani1Damon Frezza2Wen Chen3Turgay Ayer4Pinar Keskinocak5Ran Jin6Juna V. Konomi7Sarah E. Barlow8Stavra A. Xanthakos9Joel E. Lavine10Miriam B. Vos11H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318, USADepartment of Pediatrics, Emory University School of Medicine, 1760 Haygood Dr, Atlanta, GA 30322, USAH. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318, USAH. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318, USAH. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318, USAH. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318, USADepartment of Pediatrics, Emory University School of Medicine, 1760 Haygood Dr, Atlanta, GA 30322, USADepartment of Pediatrics, Emory University School of Medicine, 1760 Haygood Dr, Atlanta, GA 30322, USADepartment of Pediatrics, University of Texas Southwestern, 5323 Harry Hines Blvd, Dallas, TX 75390, USADepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital, 3333 Burnet Ave, Cincinnati, OH 45229, USADepartment of Pediatrics, Columbia University, 3959 Broadway, New York, NY 10032, USADepartment of Pediatrics, Emory University School of Medicine, 1760 Haygood Dr, Atlanta, GA 30322, USABackground: Validated noninvasive biomarkers to assess treatment response in pediatric nonalcoholic fatty liver disease (NAFLD) are lacking. We aimed to validate alanine aminotransferase (ALT), a monitoring biomarker for change in liver histology. Methods: A retrospective analysis using data from the TONIC trial. NAFLD histologic assessments were defined by: Fibrosis score, NAFLD activity score (NAS), nonalcoholic steatohepatitis (NASH), and a combination of NASH resolution and fibrosis (NASH + fibrosis). Analysis was performed using classification and regression trees (CART) as well as logistic regression. Results: Mean ALT for the child over 96 weeks and percent change of ALT from baseline to 96 weeks were significant predictors of progression of NAFLD for each histologic assessment (p < 0.001 for fibrosis score, NASH, and NASH + fibrosis and p < 0.05 for NAS). Mean ALT adjusted for age, sex and ethnicity was a better predictor for change in NASH (81.8 (11.0) ROC (receiver operating characteristic curve) mean (SD (Standard derivation))) and NASH + fibrosis (77.8 (11.2)), compared to change in NAS (63 (17.7)) and fibrosis (58.6 (11.1)). Conclusion: Mean ALT over 96 weeks is a reasonable proxy of histologic improvement of NASH and NASH + fibrosis. These findings support ALT as a valid monitoring biomarker of histologic change over time in children with NASH and fibrosis.http://www.mdpi.com/2227-9067/5/6/64NASHALTpediatricsfibrosis
collection DOAJ
language English
format Article
sources DOAJ
author Idil Arsik
Jennifer K. Frediani
Damon Frezza
Wen Chen
Turgay Ayer
Pinar Keskinocak
Ran Jin
Juna V. Konomi
Sarah E. Barlow
Stavra A. Xanthakos
Joel E. Lavine
Miriam B. Vos
spellingShingle Idil Arsik
Jennifer K. Frediani
Damon Frezza
Wen Chen
Turgay Ayer
Pinar Keskinocak
Ran Jin
Juna V. Konomi
Sarah E. Barlow
Stavra A. Xanthakos
Joel E. Lavine
Miriam B. Vos
Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
Children
NASH
ALT
pediatrics
fibrosis
author_facet Idil Arsik
Jennifer K. Frediani
Damon Frezza
Wen Chen
Turgay Ayer
Pinar Keskinocak
Ran Jin
Juna V. Konomi
Sarah E. Barlow
Stavra A. Xanthakos
Joel E. Lavine
Miriam B. Vos
author_sort Idil Arsik
title Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
title_short Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
title_full Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
title_fullStr Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
title_full_unstemmed Alanine Aminotransferase as a Monitoring Biomarker in Children with Nonalcoholic Fatty Liver Disease: A Secondary Analysis Using TONIC Trial Data
title_sort alanine aminotransferase as a monitoring biomarker in children with nonalcoholic fatty liver disease: a secondary analysis using tonic trial data
publisher MDPI AG
series Children
issn 2227-9067
publishDate 2018-05-01
description Background: Validated noninvasive biomarkers to assess treatment response in pediatric nonalcoholic fatty liver disease (NAFLD) are lacking. We aimed to validate alanine aminotransferase (ALT), a monitoring biomarker for change in liver histology. Methods: A retrospective analysis using data from the TONIC trial. NAFLD histologic assessments were defined by: Fibrosis score, NAFLD activity score (NAS), nonalcoholic steatohepatitis (NASH), and a combination of NASH resolution and fibrosis (NASH + fibrosis). Analysis was performed using classification and regression trees (CART) as well as logistic regression. Results: Mean ALT for the child over 96 weeks and percent change of ALT from baseline to 96 weeks were significant predictors of progression of NAFLD for each histologic assessment (p < 0.001 for fibrosis score, NASH, and NASH + fibrosis and p < 0.05 for NAS). Mean ALT adjusted for age, sex and ethnicity was a better predictor for change in NASH (81.8 (11.0) ROC (receiver operating characteristic curve) mean (SD (Standard derivation))) and NASH + fibrosis (77.8 (11.2)), compared to change in NAS (63 (17.7)) and fibrosis (58.6 (11.1)). Conclusion: Mean ALT over 96 weeks is a reasonable proxy of histologic improvement of NASH and NASH + fibrosis. These findings support ALT as a valid monitoring biomarker of histologic change over time in children with NASH and fibrosis.
topic NASH
ALT
pediatrics
fibrosis
url http://www.mdpi.com/2227-9067/5/6/64
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