A novel prognostic model for transplant-free survival in primary sclerosing cholangitis

被引:100
作者
de Vries, Elisabeth M. [1 ]
Wang, Junfeng [2 ]
Williamson, Kate D. [3 ,4 ]
Leeflang, Mariska M. [2 ]
Boonstra, Kirsten [1 ]
Weersma, Rinse K. [5 ]
Beuers, Ulrich [1 ]
Chapman, Roger W. [3 ,4 ]
Geskus, Ronald B. [2 ,3 ,6 ]
Ponsioen, Cyriel Y. [1 ]
机构
[1] Acad Med Ctr, Dept Gastroenterol & Hepatol, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[2] Univ Amsterdam, Acad Med Ctr, Amsterdam Publ Hlth Res Inst, Dept Clin Epidemiol Biostat & Bioinformat, Amsterdam, Netherlands
[3] Univ Oxford, Nuffield Dept Med, Oxford, England
[4] John Radcliffe Hosp, Translat Gastroenterol Unit, Oxford, Oxon, England
[5] Univ Med Ctr Groningen, Dept Gastroenterol & Hepatol, Groningen, Netherlands
[6] Univ Oxford, Clin Res Unit, Wellcome Trust Major Overseas Programme, Ho Chi Minh City, Vietnam
基金
英国惠康基金;
关键词
Primary Sclerosing Cholangitis; PRIMARY BILIARY-CIRRHOSIS; NATURAL-HISTORY; URSODEOXYCHOLIC ACID; DIAGNOSIS; PREDICTION; VALIDATION; EPIDEMIOLOGY; HAPLOTYPES; MANAGEMENT; DISEASE;
D O I
10.1136/gutjnl-2016-313681
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objective Most prognostic models for primary sclerosing cholangitis (PSC) are based on patients referred to tertiary care and may not be applicable for the majority of patients with PSC. The aim of this study was to construct and externally validate a novel, broadly applicable prognostic model for transplant-free survival in PSC, based on a large, predominantly population-based cohort using readily available variables. Design The derivation cohort consisted of 692 patients with PSC from the Netherlands, the validation cohort of 264 patients with PSC from the UK. Retrospectively, clinical and biochemical variables were collected. We derived the prognostic index from a multivariable Cox regression model in which predictors were selected and parameters were estimated using the least absolute shrinkage and selection operator. The composite end point of PSC-related death and liver transplantation was used. To quantify the models' predictive value, we calculated the C-statistic as discrimination index and established its calibration accuracy by comparing predicted curves with Kaplan-Meier estimates. Results The final model included the variables: PSC subtype, age at PSC diagnosis, albumin, platelets, aspartate aminotransferase, alkaline phosphatase and bilirubin. The C-statistic was 0.68 (95% CI 0.51 to 0.85). Calibration was satisfactory. The model was robust in the sense that the C-statistic did not change when prediction was based on biochemical variables collected at follow-up. Conclusion The Amsterdam-Oxford model for PSC showed adequate performance in estimating PSC-related death and/or liver transplant in a predominantly population-based setting. The transplant-free survival probability can be recalculated when updated biochemical values are available.
引用
收藏
页码:1864 / 1869
页数:6
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