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Assessing the Validity of Adult-derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children
MR. Deneau, PL. Valentino, C. Mack, K. Alqoaer, M. Amin, AZ. Amir, M. Aumar, M. Auth, A. Broderick, M. DiGuglielmo, LG. Draijer, W. El-Matary, F. Ferrari, KN. Furuya, F. Gottrand, N. Gupta, M. Homan, MK. Jensen, BM. Kamath, KM. Kim, KL. Kolho, B....
Jazyk angličtina Země Spojené státy americké
Typ dokumentu hodnotící studie, časopisecké články, Research Support, N.I.H., Extramural, práce podpořená grantem
Grantová podpora
UL1 RR025764
NCRR NIH HHS - United States
KL2 TR001065
NCATS NIH HHS - United States
- MeSH
- autoimunitní hepatitida komplikace mortalita MeSH
- dítě MeSH
- gastroenterologie metody MeSH
- hodnocení rizik metody MeSH
- jaterní testy metody MeSH
- Kaplanův-Meierův odhad MeSH
- lidé MeSH
- pediatrie metody MeSH
- prediktivní hodnota testů MeSH
- prognóza MeSH
- reprodukovatelnost výsledků MeSH
- sklerozující cholangitida komplikace mortalita MeSH
- statistické modely * MeSH
- Check Tag
- dítě MeSH
- lidé MeSH
- mužské pohlaví MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- hodnotící studie MeSH
- práce podpořená grantem MeSH
- Research Support, N.I.H., Extramural MeSH
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.
Academic Medical Centre Amsterdam The Netherlands
Alder Hey Children's Hospital Liverpool United Kingdom
Children's Health Memorial Institute Warsaw Poland
Children's National Medical Center Washington DC
Columbia University College of Physicians and Surgeons New York NY
Emory University School of Medicine Atlanta GA
King Salman Armed Forces Hospital Tabuk Saudi Arabia
Lille University Hospital of Lille Lille France
Medical College of Wisconsin Milwaukee WI
Memorial University St John's Newfoundland and Labrador Canada
Nemours Alfred 1 duPont Hospital For Children Wilmington DE
Northwest Pediatric Gastroenterology LLC Portland OR
Palacky University Olomouc Czech Republic
Phoenix Children's Hospital Phoenix AZ
Sapienza University of Rome Rome Italy
Shaare Zedek Medical Center Jerusalem Israel
Teikyo University School of Medicine Tokyo Japan
Texas Children's Hospital Houston TX
The Dana Dwek Children's Hospital The Tel Aviv Medical Center Tel Aviv University Tel Aviv Israel
University College Dublin Dublin Ireland
University of Athens Athens Greece
University of Colorado School of Medicine Aurora CO
University of Helsinki Helsinki Finland
University of Ljubljana Ljubljana Slovenia
University of Manitoba Winnipeg Manitoba Canada
University of Naples Federico 2 Naples Italy
University of Pittsburgh Medical Center Pittsburgh PA
University of Rochester Medical Center Rochester NY
University of Toronto Toronto Ontario Canada
University of Ulsan Seoul South Korea
Citace poskytuje Crossref.org
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- $a Assessing the Validity of Adult-derived Prognostic Models for Primary Sclerosing Cholangitis Outcomes in Children / $c MR. Deneau, PL. Valentino, C. Mack, K. Alqoaer, M. Amin, AZ. Amir, M. Aumar, M. Auth, A. Broderick, M. DiGuglielmo, LG. Draijer, W. El-Matary, F. Ferrari, KN. Furuya, F. Gottrand, N. Gupta, M. Homan, MK. Jensen, BM. Kamath, KM. Kim, KL. Kolho, B. Koot, R. Iorio, M. Martinez, T. Miloh, P. Mohan, S. Palle, A. Papadopoulou, A. Ricciuto, L. Saubermann, P. Sathya, E. Shteyer, V. Smolka, A. Tanaka, R. Varier, V. Venkat, B. Vitola, M. Woynarowski, S. Guthery
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- $a 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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