M. Deneau, P. Valentino, C. Mack, Khaled Alqoaer, M. Amin, A. Amir, M. Aumar, M. Auth, A. Broderick, Matthew DiGuglielmo, L. Draijer, W. El-Matary, F. Ferrari, K. Furuya, F. Gottrand, N. Gupta, M. Homan, M. K. Jensen, B. Kamath, Kyung Mo Kim, K. Kolho, B. Koot, R. Iorio, Mercedes Martinez, T. Miloh, P. Mohan, S. Palle, Alexandra Papadopoulou, A. Ricciuto, L. Saubermann, P. Sathya, E. Shteyer, V. Smolka, A. Tanaka, R. Varier, Veena L. Venkat, B. Vitola, M. Woynarowski, S. Guthery
{"title":"Assessing the Validity of Adult-Derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children.","authors":"M. Deneau, P. Valentino, C. Mack, Khaled Alqoaer, M. Amin, A. Amir, M. Aumar, M. Auth, A. Broderick, Matthew DiGuglielmo, L. Draijer, W. El-Matary, F. Ferrari, K. Furuya, F. Gottrand, N. Gupta, M. Homan, M. K. Jensen, B. Kamath, Kyung Mo Kim, K. Kolho, B. Koot, R. Iorio, Mercedes Martinez, T. Miloh, P. Mohan, S. Palle, Alexandra Papadopoulou, A. Ricciuto, L. Saubermann, P. Sathya, E. Shteyer, V. Smolka, A. Tanaka, R. Varier, Veena L. Venkat, B. Vitola, M. Woynarowski, S. Guthery","doi":"10.1097/MPG.0000000000002522","DOIUrl":null,"url":null,"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 to observed survival. We evaluated model fit using the c-statistic. RESULTS Model fit was good at one year (c-statistics 0.93, 0.87, 0.82) and fair at ten 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 vs. predicted survival discrepancy. CONCLUSION All three 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.","PeriodicalId":16725,"journal":{"name":"Journal of Pediatric Gastroenterology & Nutrition","volume":"43 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Pediatric Gastroenterology & Nutrition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/MPG.0000000000002522","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
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 to observed survival. We evaluated model fit using the c-statistic. RESULTS Model fit was good at one year (c-statistics 0.93, 0.87, 0.82) and fair at ten 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 vs. predicted survival discrepancy. CONCLUSION All three 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.