Assessing the Validity of Adult‐derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children
ABSTRACT Background: Natural history models for primary sclerosing cholangitis (PSC) are derived from adult patient data, but have never been validated in children. It is unclear how accurate such models are for children with PSC. Methods: We utilized the pediatric PSC consortium database to assess...
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Published in | Journal of pediatric gastroenterology and nutrition Vol. 70; no. 1; pp. e12 - e17 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
by European Society for Pediatric Gastroenterology, Hepatology, and Nutrition and North American Society for Pediatric Gastroenterology, Hepatology, and Nutrition
01.01.2020
by European Society for Pediatric Gastroenterology, Hepatology, and Nutrition and North American Society for Pediatric Gastroenterology Lippincott, Williams & Wilkins |
Series | Journal of Pediatric Gastroenterology and Nutrition |
Subjects | |
Online Access | Get full text |
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Summary: | ABSTRACT
Background:
Natural history models for primary sclerosing cholangitis (PSC) are derived from adult patient data, but have never been validated in children. It is unclear how accurate such models are for children with PSC.
Methods:
We utilized the pediatric PSC consortium database to assess the Revised Mayo Clinic, Amsterdam‐Oxford, and Boberg models. We calculated the risk stratum and predicted survival for each patient within each model using patient data at PSC diagnosis, and compared it with observed survival. We evaluated model fit using the c‐statistic.
Results:
Model fit was good at 1 year (c‐statistics 0.93, 0.87, 0.82) and fair at 10 years (0.78, 0.75, 0.69) in the Mayo, Boberg, and Amsterdam‐Oxford models, respectively. The Mayo model correctly classified most children as low risk, whereas the Amsterdam‐Oxford model incorrectly classified most as high risk. All of the models underestimated survival of patients classified as high risk. Albumin, bilirubin, AST, and platelets were most associated with outcomes. Autoimmune hepatitis was more prevalent in higher risk groups, and over‐weighting of AST in these patients accounted for the observed versus predicted survival discrepancy.
Conclusions:
All 3 models offered good short‐term discrimination of outcomes but only fair long‐term discrimination. None of the models account for the high prevalence of features of autoimmune hepatitis overlap in children and the associated elevated aminotransferases. A pediatric‐specific model is needed. AST, bilirubin, albumin, and platelets will be important predictors, but must be weighted to account for the unique features of PSC in children. |
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Bibliography: | Supplemental digital content is available for this article. Direct URL citations appear in the printed text, and links to the digital files are provided in the HTML text of this article on the journal's Web site Research reported in this publication was supported by PSC Partners Seeking A Cure, the Primary Children's Hospital Foundation, the National Center for Advancing Translational Sciences of the National Institutes of Health under Award Numbers KL2TR001065 and 8UL1TR000105 (formerly UL1RR025764). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health www.jpgn.org . M.D. has consulted for HighTide Biopharmaceuticals LLC. B.K. is a consultant for Retrophin. T.M. consults, advises, and is on the speaker board for Alexion. P.M. received grants from Gilead. ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Undefined-1 ObjectType-Feature-3 content type line 23 |
ISSN: | 0277-2116 1536-4801 |
DOI: | 10.1097/MPG.0000000000002522 |