Predicting Liver Allograft Discard: The Discard Risk Index

Abbas Rana, Rohini R. Sigireddi, Karim J. Halazun, Aishwarya Kothare, Meng Fen Wu, Hao Liu, Michael L. Kueht, John M. Vierling, Norman L. Sussman, Ayse L. Mindikoglu, Tamir Miloh, N. Thao N. Galvan, Ronald T. Cotton, Christine A. O'Mahony, John A. Goss

Research output: Contribution to journalArticlepeer-review

32 Scopus citations


Background An index that predicts liver allograft discard can effectively grade allografts and can be used to preferentially allocate marginal allografts to aggressive centers. The aim of this study is to devise an index to predict liver allograft discard using only risk factors available at the time of initial DonorNet offer. Methods Using univariate and multivariate analyses on a training set of 72 297 deceased donors, we identified independent risk factors for liver allograft discard. Multiple imputation was used to account for missing variables. Results We identified 15 factors as significant predictors of liver allograft discard; the most significant risk factors were: total bilirubin > 10 mg/dL (odds ratio [OR], 25.23; confidence interval [CI], 17.32-36.77), donation after circulatory death (OR, 14.13; CI, 13.30-15.01), and total bilirubin 5 to 10 mg/dL (OR, 7.57; 95% CI, 6.32-9.05). The resulting Discard Risk Index (DSRI) accurately predicted the risk of liver discard with a C statistic of 0.80. We internally validated the model with a validation set of 37 243 deceased donors and also achieved a 0.80 C statistic. At a DSRI at the 90th percentile, the discard rate was 50% (OR, 32.34; CI, 28.63-36.53), whereas at a DSRI at 10th percentile, only 3% of livers were discarded. Conclusions The use of the DSRI can help predict liver allograft discard. The DSRI can be used to effectively grade allografts and preferentially allocate marginal allografts to aggressive centers to maximize the donor yield and expedite allocation.

Original languageEnglish (US)
Pages (from-to)1520-1529
Number of pages10
Issue number9
StatePublished - Sep 1 2018
Externally publishedYes

ASJC Scopus subject areas

  • Transplantation


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