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...
Main Authors: | , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2018-05-01
|
Series: | Children |
Subjects: | |
Online Access: | http://www.mdpi.com/2227-9067/5/6/64 |
id |
doaj-7a31ae8b47844545be5d6155076dfee7 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT idilarsik alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT jenniferkfrediani alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT damonfrezza alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT wenchen alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT turgayayer alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT pinarkeskinocak alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT ranjin alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT junavkonomi alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT sarahebarlow alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT stavraaxanthakos alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT joelelavine alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata AT miriambvos alanineaminotransferaseasamonitoringbiomarkerinchildrenwithnonalcoholicfattyliverdiseaseasecondaryanalysisusingtonictrialdata |
_version_ |
1724173809299226624 |