External Validation of the FIPS Score for Post-TIPS Mortality in a National Veterans Affairs Cohort

被引:16
作者
Chapin, Sara E. [1 ]
Goldberg, David S. [2 ]
Kaplan, David E. [3 ,4 ]
Mahmud, Nadim [3 ,4 ,5 ,6 ]
机构
[1] Univ Penn, Dept Med, Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Univ Miami, Miller Sch Med, Div Digest Hlth & Liver Dis, Dept Med, Miami, FL 33136 USA
[3] Univ Penn, Perelman Sch Med, Div Gastroenterol & Hepatol, Philadelphia, PA 19104 USA
[4] Corporal Michael J Crescenz VA Med Ctr, Dept Med, Philadelphia, PA 19104 USA
[5] Univ Penn, Leonard David Inst Hlth Econ, Philadelphia, PA 19104 USA
[6] Univ Penn, Ctr Clin Epidemiol & Biostat, Perelman Sch Med, Dept Biostat Epidemiol & Informat, 3400 Civ Ctr Blvd,4th Floor,South Pavil, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
Cirrhosis; TIPS; FIPS; Prediction modeling; MELD-Na; INTRAHEPATIC PORTOSYSTEMIC SHUNT; CHILD-PUGH; LIVER-TRANSPLANTATION; COVERED STENTS; MELD SCORE; SURVIVAL; MODEL; PREDICTION; PLACEMENT; CIRRHOSIS;
D O I
10.1007/s10620-021-07307-5
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background The Freiburg index of post-TIPS survival (FIPS) score was recently demonstrated to improve prediction of post-TIPS mortality relative to existing standards. As this score was derived from a German cohort over an extended time period, it is unclear if performance will translate well to other settings. This study aimed to externally validate the FIPS score in a large Veterans Affairs (VA) cohort over two separate eras of TIPS-related care. Methods This was a retrospective cohort study of patients with cirrhosis who underwent TIPS placement in the VA from 2008 to 2020. Cox regression models for post-TIPS survival were constructed using FIPS, MELD, MELD-Na, or CTP scores as predictors. Discrimination (Harrell's C) and calibration (joint tests of calibration curve slope and intercept) were evaluated for each score. A stratified analysis was performed for time periods between 2008-2013 and 2014-2020. Results The cohort of 1,274 patients was 97.3% male with mean age 60.9 years and mean MELD-Na 14. The FIPS score demonstrated the highest overall discrimination versus MELD, MELD-Na, and CTP (0.634 vs. 0.585, 0.626, 0.612, respectively). However, in the modern treatment era (2014-2020), the FIPS score performed similarly to MELD-Na. Additionally, the FIPS score demonstrated poor calibration at one-month and six-month post-TIPS timepoints (joint p = 0.04 and 0.004, respectively). MELD, MELD-Na, and CTP were well-calibrated at each timepoint (each joint p > 0.05). Conclusion The FIPS score performed similarly to MELD-Na in the modern TIPS treatment era and demonstrated regions of poor calibration. Future models derived with contemporary data may improve prediction of post-TIPS mortality.
引用
收藏
页码:4581 / 4589
页数:9
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