Literature DB >> 26223498

The UK-PBC risk scores: Derivation and validation of a scoring system for long-term prediction of end-stage liver disease in primary biliary cholangitis.

Marco Carbone1,2, Stephen J Sharp3, Steve Flack1, Dimitrios Paximadas1, Kelly Spiess1, Carolyn Adgey4, Laura Griffiths5, Reyna Lim6, Paul Trembling7, Kate Williamson8, Nick J Wareham3, Mark Aldersley9, Andrew Bathgate10, Andrew K Burroughs11, Michael A Heneghan12, James M Neuberger6, Douglas Thorburn11, Gideon M Hirschfield13, Heather J Cordell14, Graeme J Alexander2, David E J Jones5, Richard N Sandford1, George F Mells1,2.   

Abstract

UNLABELLED: The biochemical response to ursodeoxycholic acid (UDCA)--so-called "treatment response"--strongly predicts long-term outcome in primary biliary cholangitis (PBC). Several long-term prognostic models based solely on the treatment response have been developed that are widely used to risk stratify PBC patients and guide their management. However, they do not take other prognostic variables into account, such as the stage of the liver disease. We sought to improve existing long-term prognostic models of PBC using data from the UK-PBC Research Cohort. We performed Cox's proportional hazards regression analysis of diverse explanatory variables in a derivation cohort of 1,916 UDCA-treated participants. We used nonautomatic backward selection to derive the best-fitting Cox model, from which we derived a multivariable fractional polynomial model. We combined linear predictors and baseline survivor functions in equations to score the risk of a liver transplant or liver-related death occurring within 5, 10, or 15 years. We validated these risk scores in an independent cohort of 1,249 UDCA-treated participants. The best-fitting model consisted of the baseline albumin and platelet count, as well as the bilirubin, transaminases, and alkaline phosphatase, after 12 months of UDCA. In the validation cohort, the 5-, 10-, and 15-year risk scores were highly accurate (areas under the curve: >0.90).
CONCLUSIONS: The prognosis of PBC patients can be accurately evaluated using the UK-PBC risk scores. They may be used to identify high-risk patients for closer monitoring and second-line therapies, as well as low-risk patients who could potentially be followed up in primary care.
© 2015 by the American Association for the Study of Liver Diseases.

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Year:  2015        PMID: 26223498      PMCID: PMC6984963          DOI: 10.1002/hep.28017

Source DB:  PubMed          Journal:  Hepatology        ISSN: 0270-9139            Impact factor:   17.425


  21 in total

1.  Liver autoimmune serology: a consensus statement from the committee for autoimmune serology of the International Autoimmune Hepatitis Group.

Authors:  Diego Vergani; Fernando Alvarez; Francesco B Bianchi; Eduardo L R Cançado; Ian R Mackay; Michael P Manns; Mikio Nishioka; Edward Penner
Journal:  J Hepatol       Date:  2004-10       Impact factor: 25.083

2.  Baseline ductopenia and treatment response predict long-term histological progression in primary biliary cirrhosis.

Authors:  Teru Kumagi; Maha Guindi; Sandra E Fischer; Tamara Arenovich; Rupert Abdalian; Catalina Coltescu; E Jenny Heathcote; Gideon M Hirschfield
Journal:  Am J Gastroenterol       Date:  2010-05-25       Impact factor: 10.864

3.  Derivation and validation of updated QFracture algorithm to predict risk of osteoporotic fracture in primary care in the United Kingdom: prospective open cohort study.

Authors:  Julia Hippisley-Cox; Carol Coupland
Journal:  BMJ       Date:  2012-05-22

4.  Primary biliary cirrhosis.

Authors:  Keith D Lindor; M Eric Gershwin; Raoul Poupon; Marshall Kaplan; Nora V Bergasa; E Jenny Heathcote
Journal:  Hepatology       Date:  2009-07       Impact factor: 17.425

5.  Elective liver transplant list mortality: development of a United Kingdom end-stage liver disease score.

Authors:  Kerri Barber; Susanna Madden; Joanne Allen; Dave Collett; James Neuberger; Alexander Gimson
Journal:  Transplantation       Date:  2011-08-27       Impact factor: 4.939

6.  Excellent long-term survival in patients with primary biliary cirrhosis and biochemical response to ursodeoxycholic Acid.

Authors:  Albert Parés; Llorenç Caballería; Juan Rodés
Journal:  Gastroenterology       Date:  2006-03       Impact factor: 22.682

7.  Predicting cardiovascular risk in England and Wales: prospective derivation and validation of QRISK2.

Authors:  Julia Hippisley-Cox; Carol Coupland; Yana Vinogradova; John Robson; Rubin Minhas; Aziz Sheikh; Peter Brindle
Journal:  BMJ       Date:  2008-06-23

Review 8.  Interpreting serological tests in diagnosing autoimmune liver diseases.

Authors:  Pietro Invernizzi; Ana Lleo; Mauro Podda
Journal:  Semin Liver Dis       Date:  2007-05       Impact factor: 6.115

9.  External validation of a Cox prognostic model: principles and methods.

Authors:  Patrick Royston; Douglas G Altman
Journal:  BMC Med Res Methodol       Date:  2013-03-06       Impact factor: 4.615

Review 10.  Personalized medicine: risk prediction, targeted therapies and mobile health technology.

Authors:  Daniel F Hayes; Hugh S Markus; R David Leslie; Eric J Topol
Journal:  BMC Med       Date:  2014-02-28       Impact factor: 8.775

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  64 in total

1.  A Practical Review of Primary Biliary Cholangitis for the Gastroenterologist.

Authors:  Fernanda Q Onofrio; Gideon M Hirschfield; Aliya F Gulamhusein
Journal:  Gastroenterol Hepatol (N Y)       Date:  2019-03

2.  Geoepidemiology of Primary Biliary Cholangitis: Lessons from Switzerland.

Authors:  Benedetta Terziroli Beretta-Piccoli; Guido Stirnimann; Andreas Cerny; David Semela; Roxane Hessler; Beat Helbling; Felix Stickel; Carolina Kalid-de Bakker; Florian Bihl; Emiliano Giostra; Magdalena Filipowicz Sinnreich; Carl Oneta; Adriana Baserga; Pietro Invernizzi; Marco Carbone; Joachim Mertens
Journal:  Clin Rev Allergy Immunol       Date:  2018-04       Impact factor: 8.667

Review 3.  Creating an effective clinical registry for rare diseases.

Authors:  Hedwig Ma D'Agnolo; Wietske Kievit; Raul J Andrade; Tom Hemming Karlsen; Heiner Wedemeyer; Joost Ph Drenth
Journal:  United European Gastroenterol J       Date:  2015-11-13       Impact factor: 4.623

Review 4.  A brief review on prognostic models of primary biliary cholangitis.

Authors:  Sha Chen; Weijia Duan; Hong You; Jidong Jia
Journal:  Hepatol Int       Date:  2017-09-14       Impact factor: 6.047

5.  The British Society of Gastroenterology/UK-PBC primary biliary cholangitis treatment and management guidelines.

Authors:  Gideon M Hirschfield; Jessica K Dyson; Graeme J M Alexander; Michael H Chapman; Jane Collier; Stefan Hübscher; Imran Patanwala; Stephen P Pereira; Collette Thain; Douglas Thorburn; Dina Tiniakos; Martine Walmsley; George Webster; David E J Jones
Journal:  Gut       Date:  2018-03-28       Impact factor: 23.059

6.  Guideline review: British Society of Gastroenterology/UK-PBC Primary Biliary Cholangitis treatment and management guidelines.

Authors:  Jorn C Goet; Gideon M Hirschfield
Journal:  Frontline Gastroenterol       Date:  2019-01-09

Review 7.  Geoepidemiology and changing mortality in primary biliary cholangitis.

Authors:  Annarosa Floreani; Atsushi Tanaka; Christopher Bowlus; Merrill Eric Gershwin
Journal:  J Gastroenterol       Date:  2017-04-01       Impact factor: 7.527

8.  Major Hepatic Complications in Ursodeoxycholic Acid-Treated Patients With Primary Biliary Cholangitis: Risk Factors and Time Trends in Incidence and Outcome.

Authors:  Maren H Harms; Willem J Lammers; Douglas Thorburn; Christophe Corpechot; Pietro Invernizzi; Harry L A Janssen; Pier M Battezzati; Frederik Nevens; Keith D Lindor; Annarosa Floreani; Cyriel Y Ponsioen; Marlyn J Mayo; George N Dalekos; Tony Bruns; Albert Parés; Andrew L Mason; Xavier Verhelst; Kris V Kowdley; Jorn C Goet; Gideon M Hirschfield; Bettina E Hansen; Henk R van Buuren
Journal:  Am J Gastroenterol       Date:  2017-12-12       Impact factor: 10.864

Review 9.  Proposed therapies in primary biliary cholangitis.

Authors:  Annarosa Floreani; Ying Sun; Zheng Sheng Zou; Baosen Li; Nora Cazzagon; Christopher L Bowlus; M Eric Gershwin
Journal:  Expert Rev Gastroenterol Hepatol       Date:  2016-01-06       Impact factor: 3.869

10.  Serum levels of a cell death biomarker predict the development of cirrhosis-related conditions in primary biliary cholangitis.

Authors:  Manabu Hayashi; Kazumichi Abe; Masashi Fujita; Ken Okai; Atsushi Takahashi; Yoshihiro Nozawa; Hiromasa Ohira
Journal:  Med Mol Morphol       Date:  2018-01-29       Impact factor: 2.309

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