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Can Baseline Characteristics be Used to Predict Liver Disease Outcomes in Pediatric Nonalcoholic Fatty Liver Disease?
- Source :
- Obesity (Silver Spring)
- Publication Year :
- 2020
-
Abstract
- BACKGROUND AND AIMS: Longitudinal studies on childhood predictors of Nonalcoholic Fatty Liver Disease (NAFLD) progression are lacking. The objective of this study was to determine whether baseline clinical or laboratory measures predict liver disease outcomes in a pediatric NAFLD cohort. METHODS: Retrospective study of patients with presumed NAFLD using baseline and follow up clinical and laboratory measures. Disease outcomes were defined using the mean serum alanine aminotransferase (ALT) levels from 24-36 months after first visit. Logistic regression assessed the relationship between ALT progression/regression and predictor variables. Multivariable regression determined the best model for predicting the ALT outcome. Markov process modeling explored the likelihood for a patient to transition between ALT states. RESULTS: 816 patients identified, 144 had sufficient data at 24-36 months and 567 had paired ALT data over any 12 month period. Regression was seen in 26%, while 30% progressed. No baseline clinical or laboratory measurements had significant effect on disease outcomes. Markov modeling demonstrated that subjects were more likely to remain in their baseline ALT group or to worsen, than to improve. CONCLUSIONS: Routinely obtained baseline clinical or laboratory measures cannot help risk-stratify youth with presumed NAFLD in terms of long-term outcomes. Close clinical, radiographic, and histologic evaluation of patients is warranted to determine those at risk of progression.
- Subjects :
- Male
medicine.medical_specialty
Adolescent
Endocrinology, Diabetes and Metabolism
Medicine (miscellaneous)
030209 endocrinology & metabolism
Logistic regression
Article
03 medical and health sciences
Liver disease
0302 clinical medicine
Endocrinology
Non-alcoholic Fatty Liver Disease
Internal medicine
Nonalcoholic fatty liver disease
medicine
Humans
030212 general & internal medicine
Alanine aminotransferase
Child
Retrospective Studies
Nutrition and Dietetics
business.industry
Retrospective cohort study
Alanine Transaminase
medicine.disease
Regression
digestive system diseases
Markov Chains
Baseline characteristics
Child, Preschool
Cohort
Multivariate Analysis
Disease Progression
Regression Analysis
Female
business
Subjects
Details
- ISSN :
- 1930739X
- Volume :
- 29
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Obesity (Silver Spring, Md.)
- Accession number :
- edsair.doi.dedup.....4cb89948f1d258b263694cfe5e5f8985