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

被引:320
作者
Carbone, Marco [1 ,2 ]
Sharp, Stephen J. [3 ]
Flack, Steve [1 ]
Paximadas, Dimitrios [1 ]
Spiess, Kelly [1 ]
Adgey, Carolyn [4 ]
Griffiths, Laura [5 ]
Lim, Reyna [6 ]
Trembling, Paul [7 ]
Williamson, Kate [8 ]
Wareham, Nick J. [3 ]
Aldersley, Mark [9 ]
Bathgate, Andrew [10 ]
Burroughs, Andrew K. [11 ]
Heneghan, Michael A. [12 ]
Neuberger, James M. [6 ]
Thorburn, Douglas [11 ]
Hirschfield, Gideon M. [13 ,14 ]
Cordell, Heather J. [15 ]
Alexander, Graeme J. [2 ]
Jones, David E. J. [5 ]
Sandford, Richard N. [1 ]
Mells, George F. [1 ,2 ]
机构
[1] Univ Cambridge, Acad Dept Med Genet, Cambridge CB2 0QQ, England
[2] Addenbrookes Hosp, Div Gastroenterol & Hepatol, Cambridge, England
[3] Univ Cambridge, MRC Epidemiol Unit, Cambridge CB2 0QQ, England
[4] Royal Victoria Hosp, Liver Unit, Belfast BT12 6BA, Antrim, North Ireland
[5] Newcastle Univ, Inst Cellular Med, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[6] Queen Elizabeth Hosp, Liver Unit, Birmingham B15 2TH, W Midlands, England
[7] Barts & London NHS Trust, Liver Unit, London, England
[8] John Radcliffe Hosp, Translat Gastroenterol Unit, Oxford OX3 9DU, England
[9] St James Univ Hosp, Liver Unit, Leeds, W Yorkshire, England
[10] Royal Infirm Edinburgh NHS Trust, Scottish Liver Transplant Unit, Edinburgh, Midlothian, Scotland
[11] Royal Free London NHS Fdn Trust, Sheila Sherlock Liver Ctr, London, England
[12] Kings Coll Hosp NHS Fdn Trust, Inst Liver Studies, London, England
[13] Univ Birmingham, Ctr Liver Res, Birmingham, W Midlands, England
[14] Univ Birmingham, NIHR Biomed Res Unit, Birmingham, W Midlands, England
[15] Newcastle Univ, Inst Genet Med, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
BIOCHEMICAL RESPONSE; URSODEOXYCHOLIC ACID; CIRRHOSIS; PROGNOSIS;
D O I
10.1002/hep.28017
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
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.
引用
收藏
页码:930 / 950
页数:21
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