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Predictive biomarkers for acute gallstone pancreatitis in the pediatric population
Maisam Abu-El-Haija1, Tom K Lin1, Soofia Khan1
1Division of Pediatric Gastroenterology Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Insights
This study identifies key biomarkers, including alanine aminotransferase (ALT) and lipase levels, to help diagnose gallstone pancreatitis (GP) in children. Early diagnosis of pediatric GP can improve patient management and outcomes.
Area of Science:
- Pediatric Gastroenterology
- Hepatology
- Biomarker Discovery
Background:
- Early biomarkers for pediatric gallstone pancreatitis (GP) are understudied.
- Accurate differentiation of GP from other causes of acute pancreatitis (AP) is crucial for timely management.
- This study aimed to identify predictive biomarkers for GP in pediatric AP patients.
Purpose of the Study:
- To assess clinical variables and biomarkers for early diagnosis of gallstone pancreatitis (GP) in children.
- To develop a predictive model for GP in pediatric patients presenting with acute pancreatitis (AP).
Main Methods:
- Analysis of a prospective registry of pediatric patients with their first episode of AP.
- Comparison of demographic and clinical variables between GP and non-GP groups using Fisher's exact test and Wilcoxon rank sum test.
- Development of a multivariable logistic regression model and receiver operating characteristic (ROC) curve analysis.
Main Results:
- 114 pediatric subjects were enrolled (21 GP, 93 non-GP).
- Higher median values for lipase x ULN, weight percentile, ALT, AST, and GGT were observed in GP patients.
- A predictive model using ALT and lipase x ULN achieved an AUROC of 0.85, with 80% sensitivity and 93% specificity.
Conclusions:
- A predictive model for pediatric gallstone pancreatitis (GP) has been developed.
- This model, utilizing ALT and lipase levels, can aid in the clinical management of pediatric acute pancreatitis (AP) patients.
- Further validation studies are needed to confirm the utility of these biomarkers for gallstone etiology in pediatric AP.
Background:
Early biomarkers for diagnosis of gallstone pancreatitis (GP) in pediatrics have not been well studied. Reliably differentiating GP from other causes of acute pancreatitis (AP) would allow for early diagnosis and prompt management. We sought to assess biomarkers and clinical variables for early GP diagnosis from a prospectively-enrolled registry of pediatric patients presenting with first AP episode.
Methods:
Cross-sectional analysis of a prospective acute pancreatitis registry of children enrolled from March 2013 through October 2016 was performed. Fisher's exact test and Wilcoxon rank sum test were used to compare demographic and clinical variables between GP and non-GP groups. A multivariable logistic regression model was derived, and receiver operating characteristic (ROC) curve was built using stepwise selection.
Results:
114 subjects were enrolled (21 with GP, 93 as non-GP). Median was statistically higher for GP patients in lipase values X upper limit of normal (ULN) on admission, weight percentile for age, alanine aminotransferase, aspartate aminotransferase, and gamma-glutamyl transferase. By multivariable analysis, significant predictors were ALT and Lipase xULN. A model built using these two variables for prediction of GP identified an AUROC of 0.85. At a predictive probability of 0.35, the model had an 80% sensitivity, 93% specificity, 76% positive predictive value and 95% negative predictive value.
Conclusions:
We have developed a model for predicting GP in children that could help guide clinical management of AP patients. Future studies are needed to validate use of laboratory findings and clinical variables in evaluation of gallstone etiology in pediatric AP patients.
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