1. Assessing the Validity of Adult-derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children
- Author
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Mansi Amin, Parvathi Mohan, Federica Ferrari, Achiya Z. Amir, Eyal Shteyer, Frédéric Gottrand, Matthew DiGuglielmo, Raghu Varier, Nitika A. Gupta, Kaija-Leena Kolho, Stephen L. Guthery, Veena Venkat, Pamela L. Valentino, Amanda Ricciuto, Mark Deneau, Cara L. Mack, Marek Woynarowski, Binita M. Kamath, Lawrence J. Saubermann, Bart G. P. Koot, Madeleine Aumar, Kyung Mo Kim, M.K. Jensen, Matjaz Homan, Bernadette Vitola, Wael El-Matary, Annemarie Broderick, Marcus Auth, Sirish Palle, Alexandra Papadopoulou, Mercedes Martinez, Vratislav Smolka, Raffaele Iorio, Tamir Miloh, Katryn N. Furuya, Laura G. Draijer, Atsushi Tanaka, Khaled Alqoaer, Pushpa Sathya, University of Helsinki, Children's Hospital, HUS Children and Adolescents, Graduate School, AGEM - Digestive immunity, AGEM - Re-generation and cancer of the digestive system, Amsterdam Reproduction & Development (AR&D), Paediatric Gastroenterology, Deneau, M. R., Valentino, P. L., Mack, C., Alqoaer, K., Amin, M., Amir, A. Z., Aumar, M., Auth, M., Broderick, A., Diguglielmo, M., Draijer, L. G., El-Matary, W., Ferrari, F., Furuya, K. N., Gottrand, F., Gupta, N., Homan, M., Jensen, M. K., Kamath, B. M., Kim, K. M., Kolho, K. -L., Koot, B., Iorio, R., Martinez, M., Miloh, T., Mohan, P., Palle, S., Papadopoulou, A., Ricciuto, A., Saubermann, L., Sathya, P., Shteyer, E., Smolka, V., Tanaka, A., Varier, R., Venkat, V., Vitola, B., Woynarowski, M., and Guthery, S.
- Subjects
Male ,risk stratification ,Autoimmune hepatitis ,Kaplan-Meier Estimate ,Pediatrics ,0302 clinical medicine ,Liver Function Tests ,3123 Gynaecology and paediatrics ,FIBROSIS ,Child ,RISK ,High prevalence ,Gastroenterology ,primary sclerosing cholangitis ,Prognosis ,3. Good health ,Natural history ,Hepatitis, Autoimmune ,natural history ,030220 oncology & carcinogenesis ,Predictive value of tests ,primary sclerosing cholangiti ,030211 gastroenterology & hepatology ,Female ,prognosi ,medicine.medical_specialty ,Cholangitis, Sclerosing ,MEDLINE ,Risk Assessment ,VALIDATION ,Primary sclerosing cholangitis ,CHOLANGIOCARCINOMA ,03 medical and health sciences ,Predictive Value of Tests ,Internal medicine ,medicine ,Humans ,Prognostic models ,Hepatitis ,Models, Statistical ,business.industry ,Reproducibility of Results ,NATURAL-HISTORY ,medicine.disease ,PLATELET RATIO INDEX ,pediatric ,TRANSPLANT-FREE SURVIVAL ,AUTOIMMUNE HEPATITIS ,Pediatrics, Perinatology and Child Health ,business - 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.
- Published
- 2019