Recalibrating the Child-Turcotte-Pugh Score to Improve Prediction of Transplant-Free Survival in Patients with Cirrhosis

被引:22
作者
Kaplan, David E. [1 ]
Dai, Feng [2 ]
Skanderson, Melissa [2 ]
Aytaman, Ayse [3 ]
Baytarian, Michelle [4 ]
D'Addeo, Kathryn [2 ]
Fox, Rena [5 ]
Hunt, Kristel [6 ]
Knott, Astrid [7 ]
Mehta, Rajni [2 ]
Pedrosa, Marcos [4 ]
Pocha, Christine [7 ]
Valderrama, Adriana [8 ]
Taddei, Tamar [2 ]
机构
[1] Corporal Michael J Crescenz VA Med Ctr, Gastroenterol Sect, Dept Med, 3900 Woodland Ave,Bldg 21,Room A422, Philadelphia, PA 19104 USA
[2] VA Connecticut Healthcare Syst, 950 Campbell Ave, West Haven, CT 06516 USA
[3] VA New York Harbor Hlth Care Syst, 800 Poly Pl, Brooklyn, NY 11209 USA
[4] Boston VA Healthcare Syst, 150 S Huntington Ave, Boston, MA 02130 USA
[5] San Francisco VA Med Ctr, 4150 Clement St, San Francisco, CA 94121 USA
[6] James J Peters VA Med Ctr, 130 West Kingsbridge Rd, Bronx, NY 10468 USA
[7] Minneapolis VA Hlth Care Syst, One Vet Dr, Minneapolis, MN 55417 USA
[8] Bayer HealthCare Pharmaceut, 100 Bayer Blvd, Whippany, NJ 07981 USA
关键词
Human; Cirrhosis; Natural history; Survival; MELD; Predictive models; Creatinine; STAGE LIVER-DISEASE; HEPATIC-ENCEPHALOPATHY; END; MODEL; MELD; MORTALITY; CLASSIFICATION; VALIDITY; SURGERY; SYSTEM;
D O I
10.1007/s10620-016-4239-6
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
The Child-Turcotte-Pugh (CTP) score is a widely used and validated predictor of long-term survival in cirrhosis. However, the cutpoints for stratifying laboratory variables in CTP have never been validated. The objective of this study was to identify evidence-based cutpoints for the CTP laboratory subscores to improve its predictive capacity for transplant-free survival. Retrospective observational study. Using a cohort of 30,897 cirrhotic US Veteran patients with at least 5 years of follow-up, we performed Cox proportional hazard survival model iterations varying the upper and lower cutpoints for INR, total bilirubin and albumin CTP subscores. Cutpoints yielding the highest Harrell's C-statistics for concordance with transplant-free survival were incorporated into a modified CTP (mCTP) score. Validation of the mCTP was performed at multiple time frames within the follow-up period of the cohort and within subsets defined by disease etiology. Modification of CTP cutpoints increased the Harrell's C-statistic for age- and gender-adjusted Cox proportional hazard models from 0.701 +/- A 0.002 to 0.709 +/- A 0.002 and the risk ratio per unit change from 1.49 (1.48-1.50) to 1.53 (1.52-1.54). The modified cutpoints showed superiority in predicting 5-year transplant-free survival in various disease etiology subgroups. A mCTP substituting serum creatinine for INR performed superiorly for predicting 5-year transplant-free survival. We propose an evidence-based recalibration of CTP score cutpoints that optimizes this model's capacity to predict transplant-free survival in patients with cirrhosis. The CTP score remains the best predictor of 5-year overall and transplant-free survival in patients with cirrhosis.
引用
收藏
页码:3309 / 3320
页数:12
相关论文
共 35 条
[1]  
[Anonymous], 2015, UNOS STAR FILE BASED
[2]  
[Anonymous], 1964, LIVER PORTAL HYPERTE
[3]   Model for End-Stage Liver Disease: End of the First Decade [J].
Asrani, Sumeet K. ;
Kim, W. Ray .
CLINICS IN LIVER DISEASE, 2011, 15 (04) :685-+
[4]   The safety of intra-abdominal surgery in patients with cirrhosis [J].
Befeler, AS ;
Palmer, DE ;
Hoffman, M ;
Longo, W ;
Solomon, H ;
Di Bisceglie, AM .
ARCHIVES OF SURGERY, 2005, 140 (07) :650-654
[5]   Liver transplant recipients mortality on the waiting list: Long-term comparison to Child-Pugh classification and MELD [J].
Boin, IFSF ;
Leonardi, MI ;
Pinto, AO ;
Leme, RSR ;
Udo, E ;
Stucchi, RSB ;
Soares, EC ;
Leonardi, LS .
TRANSPLANTATION PROCEEDINGS, 2004, 36 (04) :920-922
[6]   Comparison of MELD and Child-Pugh scores to predict survival after chemoembolization for hepatocellular carcinoma [J].
Brown, DB ;
Fundakowski, CE ;
Lisker-Melman, M ;
Crippin, JS ;
Pilgram, TK ;
Chapman, W ;
Darcy, MD .
JOURNAL OF VASCULAR AND INTERVENTIONAL RADIOLOGY, 2004, 15 (11) :1209-1216
[7]   Systematic review: the model for end-stage liver disease - should it replace Child-Pugh's classification for assessing prognosis in cirrhosis? [J].
Cholongitas, E ;
Papatheodoridis, GV ;
Vangeli, M ;
Terreni, N ;
Patch, D ;
Burroughs, AK .
ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2005, 22 (11-12) :1079-1089
[8]   Natural history and prognostic indicators of survival in cirrhosis: A systematic review of 118 studies [J].
D'Amico, G ;
Garcia-Tsao, G ;
Pagliaro, L .
JOURNAL OF HEPATOLOGY, 2006, 44 (01) :217-231
[9]  
de Wreede LC, 2011, J STAT SOFTW, V38, P1
[10]   Laparoscopic cholecystectomy in cirrhotic patients: the value of MELD score and Child-Pugh classification in predicting outcome [J].
Delis, Spiros ;
Bakoyiannis, Andreas ;
Madariaga, Juan ;
Bramis, John ;
Tassopoulos, Nikos ;
Dervenis, Christos .
SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2010, 24 (02) :407-412