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Performance validation of the ALPPS risk model.

Authors :
Linecker M
Kuemmerli C
Kambakamba P
Schlegel A
Muiesan P
Capobianco I
Nadalin S
Torres OJ
Mehrabi A
Stavrou GA
Oldhafer KJ
Lurje G
Balci D
Lang H
Robles-Campos R
Hernandez-Alejandro R
Malago M
De Santibanes E
Clavien PA
Petrowsky H
Source :
HPB : the official journal of the International Hepato Pancreato Biliary Association [HPB (Oxford)] 2019 Jun; Vol. 21 (6), pp. 711-721. Date of Electronic Publication: 2018 Nov 24.
Publication Year :
2019

Abstract

Background: Based on the International ALPPS registry, we have recently proposed two easily applicable risk models (pre-stage1 and 2) for predicting 90-day mortality in ALPPS but a validation of both models has not been performed yet.<br />Methods: The validation cohort (VC) was composed of subsequent cases of the ALPPS registry and cases of centers outside the ALPPS registry.<br />Results: The VC was composed of a total of 258 patients including 70 patients outside the ALPPS registry with 32 cases of early mortalities (12%). Development cohort (DC) and VC were comparable in terms of patient and surgery characteristics. The VC validated both models with an acceptable prediction for the pre-stage 1 (c-statistic 0.64, P = 0.009 vs. 0.77, P < 0.001) and a good prediction for the pre-stage 2 model (c-statistic 0.77, P < 0.001 vs. 0.85, P < 0.001) as compared to the DC. Overall model performance measured by Brier score was comparable between VC and DC for the pre-stage 1 (0.089 vs. 0.081) and pre-stage 2 model (0.079 vs. 0087).<br />Conclusion: The ALPPS risk score is a fully validated model to estimate the individual risk of patients undergoing ALPPS and to assist clinical decision making to avoid procedure-related early mortality after ALPPS.<br /> (Copyright © 2018 International Hepato-Pancreato-Biliary Association Inc. Published by Elsevier Ltd. All rights reserved.)

Details

Language :
English
ISSN :
1477-2574
Volume :
21
Issue :
6
Database :
MEDLINE
Journal :
HPB : the official journal of the International Hepato Pancreato Biliary Association
Publication Type :
Academic Journal
Accession number :
30477898
Full Text :
https://doi.org/10.1016/j.hpb.2018.10.003