TY - JOUR
T1 - Assessing the Validity of Adult-derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children
AU - Deneau, Mark R.
AU - Valentino, Pamela L.
AU - Mack, Cara
AU - Alqoaer, Khaled
AU - Amin, Mansi
AU - Amir, Achiya Z.
AU - Aumar, Madeleine
AU - Auth, Marcus
AU - Broderick, Annemarie
AU - Diguglielmo, Matthew
AU - Draijer, Laura G.
AU - El-Matary, Wael
AU - Ferrari, Federica
AU - Furuya, Katryn N.
AU - Gottrand, Frederic
AU - Gupta, Nitika
AU - Homan, Matjaz
AU - Jensen, M. K.
AU - Kamath, Binita M.
AU - Kim, Kyung Mo
AU - Kolho, Kaija Leena
AU - Koot, Bart
AU - Iorio, Raffaele
AU - Martinez, Mercedes
AU - Miloh, Tamir
AU - Mohan, Parvathi
AU - Palle, Sirish
AU - Papadopoulou, Alexandra
AU - Ricciuto, Amanda
AU - Saubermann, Lawrence
AU - Sathya, Pushpa
AU - Shteyer, Eyal
AU - Smolka, Vratislav
AU - Tanaka, Atsushi
AU - Varier, Raghu
AU - Venkat, Veena
AU - Vitola, Bernadette
AU - Woynarowski, Marek
AU - Guthery, Stephen
N1 - Publisher Copyright:
© ESPGHAN and NASPGHAN. All rights reserved.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - 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.
AB - 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.
KW - natural history
KW - pediatric
KW - primary sclerosing cholangitis
KW - prognosis
KW - risk stratification
UR - http://www.scopus.com/inward/record.url?scp=85077298792&partnerID=8YFLogxK
U2 - 10.1097/MPG.0000000000002522
DO - 10.1097/MPG.0000000000002522
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C2 - 31651664
AN - SCOPUS:85077298792
SN - 0277-2116
VL - 70
SP - E12-E17
JO - Journal of Pediatric Gastroenterology and Nutrition
JF - Journal of Pediatric Gastroenterology and Nutrition
IS - 1
ER -