Factors Associated With Outcomes of Patients With Primary Sclerosing Cholangitis and Development and Validation of a Risk Scoring System
We sought to identify factors that are predictive of liver transplantation or death in patients with primary sclerosing cholangitis (PSC), and to develop and validate a contemporaneous risk score for use in a real‐world clinical setting. Analyzing data from 1,001 patients recruited to the UK‐PSC res...
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| Published in: | Hepatology (Baltimore, Md.) Vol. 69; no. 5; pp. 2120 - 2135 |
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| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
United States
Wolters Kluwer Health, Inc
01.05.2019
John Wiley and Sons Inc |
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| ISSN: | 0270-9139, 1527-3350, 1527-3350 |
| Online Access: | Get full text |
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| Abstract | We sought to identify factors that are predictive of liver transplantation or death in patients with primary sclerosing cholangitis (PSC), and to develop and validate a contemporaneous risk score for use in a real‐world clinical setting. Analyzing data from 1,001 patients recruited to the UK‐PSC research cohort, we evaluated clinical variables for their association with 2‐year and 10‐year outcome through Cox‐proportional hazards and C‐statistic analyses. We generated risk scores for short‐term and long‐term outcome prediction, validating their use in two independent cohorts totaling 451 patients. Thirty‐six percent of the derivation cohort were transplanted or died over a cumulative follow‐up of 7,904 years. Serum alkaline phosphatase of at least 2.4 × upper limit of normal at 1 year after diagnosis was predictive of 10‐year outcome (hazard ratio [HR] = 3.05; C = 0.63; median transplant‐free survival 63 versus 108 months; P < 0.0001), as was the presence of extrahepatic biliary disease (HR = 1.45; P = 0.01). We developed two risk scoring systems based on age, values of bilirubin, alkaline phosphatase, albumin, platelets, presence of extrahepatic biliary disease, and variceal hemorrhage, which predicted 2‐year and 10‐year outcomes with good discrimination (C statistic = 0.81 and 0.80, respectively). Both UK‐PSC risk scores were well‐validated in our external cohort and outperformed the Mayo Clinic and aspartate aminotransferase‐to‐platelet ratio index (APRI) scores (C statistic = 0.75 and 0.63, respectively). Although heterozygosity for the previously validated human leukocyte antigen (HLA)‐DR*03:01 risk allele predicted increased risk of adverse outcome (HR = 1.33; P = 0.001), its addition did not improve the predictive accuracy of the UK‐PSC risk scores. Conclusion: Our analyses, based on a detailed clinical evaluation of a large representative cohort of participants with PSC, furthers our understanding of clinical risk markers and reports the development and validation of a real‐world scoring system to identify those patients most likely to die or require liver transplantation. |
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| AbstractList | We sought to identify factors that are predictive of liver transplantation or death in patients with primary sclerosing cholangitis (PSC), and to develop and validate a contemporaneous risk score for use in a real‐world clinical setting. Analyzing data from 1,001 patients recruited to the UK‐PSC research cohort, we evaluated clinical variables for their association with 2‐year and 10‐year outcome through Cox‐proportional hazards and C‐statistic analyses. We generated risk scores for short‐term and long‐term outcome prediction, validating their use in two independent cohorts totaling 451 patients. Thirty‐six percent of the derivation cohort were transplanted or died over a cumulative follow‐up of 7,904 years. Serum alkaline phosphatase of at least 2.4 × upper limit of normal at 1 year after diagnosis was predictive of 10‐year outcome (hazard ratio [HR] = 3.05; C = 0.63; median transplant‐free survival 63 versus 108 months; P < 0.0001), as was the presence of extrahepatic biliary disease (HR = 1.45; P = 0.01). We developed two risk scoring systems based on age, values of bilirubin, alkaline phosphatase, albumin, platelets, presence of extrahepatic biliary disease, and variceal hemorrhage, which predicted 2‐year and 10‐year outcomes with good discrimination (C statistic = 0.81 and 0.80, respectively). Both UK‐PSC risk scores were well‐validated in our external cohort and outperformed the Mayo Clinic and aspartate aminotransferase‐to‐platelet ratio index (APRI) scores (C statistic = 0.75 and 0.63, respectively). Although heterozygosity for the previously validated human leukocyte antigen (HLA)‐DR*03:01 risk allele predicted increased risk of adverse outcome (HR = 1.33; P = 0.001), its addition did not improve the predictive accuracy of the UK‐PSC risk scores. Conclusion: Our analyses, based on a detailed clinical evaluation of a large representative cohort of participants with PSC, furthers our understanding of clinical risk markers and reports the development and validation of a real‐world scoring system to identify those patients most likely to die or require liver transplantation. We sought to identify factors that are predictive of liver transplantation or death in patients with primary sclerosing cholangitis (PSC), and to develop and validate a contemporaneous risk score for use in a real-world clinical setting. Analyzing data from 1,001 patients recruited to the UK-PSC research cohort, we evaluated clinical variables for their association with 2-year and 10-year outcome through Cox-proportional hazards and C-statistic analyses. We generated risk scores for short-term and long-term outcome prediction, validating their use in two independent cohorts totaling 451 patients. Thirty-six percent of the derivation cohort were transplanted or died over a cumulative follow-up of 7,904 years. Serum alkaline phosphatase of at least 2.4 × upper limit of normal at 1 year after diagnosis was predictive of 10-year outcome (hazard ratio [HR] = 3.05; C = 0.63; median transplant-free survival 63 versus 108 months; P < 0.0001), as was the presence of extrahepatic biliary disease (HR = 1.45; P = 0.01). We developed two risk scoring systems based on age, values of bilirubin, alkaline phosphatase, albumin, platelets, presence of extrahepatic biliary disease, and variceal hemorrhage, which predicted 2-year and 10-year outcomes with good discrimination (C statistic = 0.81 and 0.80, respectively). Both UK-PSC risk scores were well-validated in our external cohort and outperformed the Mayo Clinic and aspartate aminotransferase-to-platelet ratio index (APRI) scores (C statistic = 0.75 and 0.63, respectively). Although heterozygosity for the previously validated human leukocyte antigen (HLA)-DR*03:01 risk allele predicted increased risk of adverse outcome (HR = 1.33; P = 0.001), its addition did not improve the predictive accuracy of the UK-PSC risk scores. Conclusion: Our analyses, based on a detailed clinical evaluation of a large representative cohort of participants with PSC, furthers our understanding of clinical risk markers and reports the development and validation of a real-world scoring system to identify those patients most likely to die or require liver transplantation.We sought to identify factors that are predictive of liver transplantation or death in patients with primary sclerosing cholangitis (PSC), and to develop and validate a contemporaneous risk score for use in a real-world clinical setting. Analyzing data from 1,001 patients recruited to the UK-PSC research cohort, we evaluated clinical variables for their association with 2-year and 10-year outcome through Cox-proportional hazards and C-statistic analyses. We generated risk scores for short-term and long-term outcome prediction, validating their use in two independent cohorts totaling 451 patients. Thirty-six percent of the derivation cohort were transplanted or died over a cumulative follow-up of 7,904 years. Serum alkaline phosphatase of at least 2.4 × upper limit of normal at 1 year after diagnosis was predictive of 10-year outcome (hazard ratio [HR] = 3.05; C = 0.63; median transplant-free survival 63 versus 108 months; P < 0.0001), as was the presence of extrahepatic biliary disease (HR = 1.45; P = 0.01). We developed two risk scoring systems based on age, values of bilirubin, alkaline phosphatase, albumin, platelets, presence of extrahepatic biliary disease, and variceal hemorrhage, which predicted 2-year and 10-year outcomes with good discrimination (C statistic = 0.81 and 0.80, respectively). Both UK-PSC risk scores were well-validated in our external cohort and outperformed the Mayo Clinic and aspartate aminotransferase-to-platelet ratio index (APRI) scores (C statistic = 0.75 and 0.63, respectively). Although heterozygosity for the previously validated human leukocyte antigen (HLA)-DR*03:01 risk allele predicted increased risk of adverse outcome (HR = 1.33; P = 0.001), its addition did not improve the predictive accuracy of the UK-PSC risk scores. Conclusion: Our analyses, based on a detailed clinical evaluation of a large representative cohort of participants with PSC, furthers our understanding of clinical risk markers and reports the development and validation of a real-world scoring system to identify those patients most likely to die or require liver transplantation. |
| Author | Mells, George F. Ji, Sun‐Gou Clark, Allan B. Alexander, Graeme J. Thorburn, Douglas Goode, Elizabeth C. Hudson, Mark Srivastava, Brijesh Hirschfield, Gideon M. Castren, Edit Karlsen, Tom H. Sandford, Richard N. Rushbrook, Simon M. Spiess, Kelly Gelson, William T.H. Aldersley, Mark A. Chapman, Roger W. Walmsley, Martine Anderson, Carl A. Heneghan, Michael A. Trivedi, Palak J. Bathgate, Andrew Lynch, Kate D. Vesterhus, Mette N. |
| AuthorAffiliation | 17 Scottish Liver Transplant Unit Royal Infirmary of Edinburgh Edinburgh United Kingdom 2 Academic Department of Medical Genetics Addenbrooke's Hospital, University of Cambridge Cambridge United Kingdom 9 Toronto Centre for Liver Disease University Health Network and University of Toronto Toronto Canada 12 Institute of Clinical Medicine, Faculty of Medicine University of Oslo Oslo Norway 6 National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre Birmingham United Kingdom 5 Cambridge Transplant Centre Addenbrooke's Hospital Cambridge United Kingdom 7 Institute of Immunology & Immunotherapy University of Birmingham Birmingham United Kingdom 14 Liver Medicine and Transplantation Service Freeman Hospital Newcastle United Kingdom 16 Department of Hepatology Leeds Teaching Hospital Leeds United Kingdom 18 PSC Support Oxfordshire United Kingdom 1 Norfolk and Norwich University Hospital Norwich United Kingdom 8 Centre for Rare Diseases, Institute of Translational Medicine Unive |
| AuthorAffiliation_xml | – name: 11 Norwegian PSC Research Center, Department of Transplantation Medicine Oslo University Hospital Rikshospitalet Oslo Norway – name: 16 Department of Hepatology Leeds Teaching Hospital Leeds United Kingdom – name: 13 Sheila Sherlock Liver Centre, Royal Free Hospital London United Kingdom – name: 17 Scottish Liver Transplant Unit Royal Infirmary of Edinburgh Edinburgh United Kingdom – name: 1 Norfolk and Norwich University Hospital Norwich United Kingdom – name: 15 Institute of Liver Studies Kings College Hospital London United Kingdom – name: 2 Academic Department of Medical Genetics Addenbrooke's Hospital, University of Cambridge Cambridge United Kingdom – name: 7 Institute of Immunology & Immunotherapy University of Birmingham Birmingham United Kingdom – name: 8 Centre for Rare Diseases, Institute of Translational Medicine University Hospitals Birmingham Birmingham United Kingdom – name: 4 Norwich Medical School University of East Anglia Norwich United Kingdom – name: 14 Liver Medicine and Transplantation Service Freeman Hospital Newcastle United Kingdom – name: 9 Toronto Centre for Liver Disease University Health Network and University of Toronto Toronto Canada – name: 6 National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre Birmingham United Kingdom – name: 5 Cambridge Transplant Centre Addenbrooke's Hospital Cambridge United Kingdom – name: 12 Institute of Clinical Medicine, Faculty of Medicine University of Oslo Oslo Norway – name: 10 Translational Gastroenterology Unit John Radcliffe Hospital, and Nuffield Department of Medicine, University of Oxford Oxford United Kingdom – name: 18 PSC Support Oxfordshire United Kingdom – name: 3 Wellcome Trust Sanger Institute Hinxton, Cambridge United Kingdom |
| Author_xml | – sequence: 1 givenname: Elizabeth C. orcidid: 0000-0002-8425-1530 surname: Goode fullname: Goode, Elizabeth C. email: ecg44@cam.ac.uk organization: Addenbrooke's Hospital – sequence: 2 givenname: Allan B. surname: Clark fullname: Clark, Allan B. organization: University of East Anglia – sequence: 3 givenname: George F. surname: Mells fullname: Mells, George F. organization: Addenbrooke's Hospital, University of Cambridge – sequence: 4 givenname: Brijesh surname: Srivastava fullname: Srivastava, Brijesh organization: Addenbrooke's Hospital, University of Cambridge – sequence: 5 givenname: Kelly surname: Spiess fullname: Spiess, Kelly organization: Addenbrooke's Hospital, University of Cambridge – sequence: 6 givenname: William T.H. surname: Gelson fullname: Gelson, William T.H. organization: Addenbrooke's Hospital – sequence: 7 givenname: Palak J. surname: Trivedi fullname: Trivedi, Palak J. organization: University Hospitals Birmingham – sequence: 8 givenname: Kate D. surname: Lynch fullname: Lynch, Kate D. organization: John Radcliffe Hospital, and Nuffield Department of Medicine, University of Oxford – sequence: 9 givenname: Edit surname: Castren fullname: Castren, Edit organization: Norfolk and Norwich University Hospital – sequence: 10 givenname: Mette N. surname: Vesterhus fullname: Vesterhus, Mette N. organization: University of Oslo – sequence: 11 givenname: Tom H. surname: Karlsen fullname: Karlsen, Tom H. organization: University of Oslo – sequence: 12 givenname: Sun‐Gou orcidid: 0000-0001-8652-6318 surname: Ji fullname: Ji, Sun‐Gou organization: Wellcome Trust Sanger Institute – sequence: 13 givenname: Carl A. surname: Anderson fullname: Anderson, Carl A. organization: Wellcome Trust Sanger Institute – sequence: 14 givenname: Douglas surname: Thorburn fullname: Thorburn, Douglas organization: Sheila Sherlock Liver Centre, Royal Free Hospital – sequence: 15 givenname: Mark surname: Hudson fullname: Hudson, Mark organization: Freeman Hospital – sequence: 16 givenname: Michael A. surname: Heneghan fullname: Heneghan, Michael A. organization: Kings College Hospital – sequence: 17 givenname: Mark A. surname: Aldersley fullname: Aldersley, Mark A. organization: Leeds Teaching Hospital – sequence: 18 givenname: Andrew surname: Bathgate fullname: Bathgate, Andrew organization: Royal Infirmary of Edinburgh – sequence: 19 givenname: Richard N. surname: Sandford fullname: Sandford, Richard N. organization: Addenbrooke's Hospital, University of Cambridge – sequence: 20 givenname: Graeme J. surname: Alexander fullname: Alexander, Graeme J. organization: Sheila Sherlock Liver Centre, Royal Free Hospital – sequence: 21 givenname: Roger W. surname: Chapman fullname: Chapman, Roger W. organization: John Radcliffe Hospital, and Nuffield Department of Medicine, University of Oxford – sequence: 22 givenname: Martine surname: Walmsley fullname: Walmsley, Martine organization: PSC Support – sequence: 24 givenname: Gideon M. surname: Hirschfield fullname: Hirschfield, Gideon M. organization: University Health Network and University of Toronto – sequence: 25 givenname: Simon M. surname: Rushbrook fullname: Rushbrook, Simon M. organization: University of East Anglia |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30566748$$D View this record in MEDLINE/PubMed |
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| Copyright | 2018 The Authors. Hepatology published by Wiley Periodicals, Inc. on behalf of American Association for the Study of Liver Diseases. 2019 by the American Association for the Study of Liver Diseases. |
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| License | Attribution-NonCommercial 2018 The Authors. Hepatology published by Wiley Periodicals, Inc. on behalf of American Association for the Study of Liver Diseases. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 ObjectType-Undefined-3 Potential conflict of interest: Dr. Bathgate received grants from Gilead. Dr. Hirschfield consults and received grants from Intercept; he consults for GlaxoSmithKline, Novartis, and Cymabay; he received grants from Gilead (to continue subsequent unrestricted support of the UK‐PSC cohort) and Falk. Dr. Rushbrook advises Falk and Intercept. Dr. Sandford received grants from Intercept. Dr. Vesterhus advises Intercept. Supported by the National Institute of Health Research (RD‐TRC and Birmingham Biomedical Research Centre); Isaac Newton Trust; Addenbrooke's Charitable Trust; Norwegian PSC Research Center; PSC Support; Lily and Terry Horner Chair in Autoimmune Liver Disease Research (to G.M.H.). E.C.G. is supported by a fellowship from the Wellcome Trust. These authors contributed equally to the work. |
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| PublicationTitle | Hepatology (Baltimore, Md.) |
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fibrosis score predicts transplant‐free survival in primary sclerosing cholangitis publication-title: Hepatology doi: 10.1002/hep.27825 – volume: 50 start-page: 158 year: 2009 ident: R4-27-20241017 article-title: High lifetime risk of cancer in primary sclerosing cholangitis publication-title: J Hepatol doi: 10.1016/j.jhep.2008.08.013 – volume: 63 start-page: 930 year: 2016 ident: R29-27-20241017 article-title: The UK‐PBC risk scores: derivation and validation of a scoring system for long‐term prediction of end‐stage liver disease in primary biliary cirrhosis publication-title: Hepatology doi: 10.1002/hep.28017 – reference: 31550385 - Hepatology. 2020 Jan;71(1):399-400 – reference: 36719819 - Eur J Gastroenterol Hepatol. 2023 Apr 1;35(4):480-487 – reference: 31544247 - Hepatology. 2020 Jan;71(1):398-399 |
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| SubjectTerms | Alkaline phosphatase Alkaline Phosphatase - blood Aspartate aminotransferase Bilirubin Cholangitis Cholangitis, Sclerosing - blood Cholangitis, Sclerosing - genetics Cholangitis, Sclerosing - mortality Cholangitis, Sclerosing - surgery Data processing Female Gallbladder diseases Hemorrhage Hepatology Heterozygosity Histocompatibility antigen HLA HLA Antigens - genetics Humans Liver Transplantation Male Middle Aged Original Phosphatase Platelets Risk Assessment Transplants & implants United Kingdom - epidemiology |
| Title | Factors Associated With Outcomes of Patients With Primary Sclerosing Cholangitis and Development and Validation of a Risk Scoring System |
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