Identifying an Optimal Liver Frailty Index Cutoff to Predict Waitlist Mortality in Liver Transplant Candidates

Ani Kardashian, Jin Ge, Charles E McCulloch, Matthew R Kappus, Michael A Dunn, Andres Duarte-Rojo, Michael L Volk, Robert S Rahimi, Elizabeth C Verna, Daniel R Ganger, Daniela Ladner, Jennifer L Dodge, Brian Boyarsky, Mara McAdams-DeMarco, Dorry L Segev, Jennifer C Lai

Research output: Contribution to journalArticlepeer-review

33 Scopus citations


BACKGROUND&AIMS: Frailty, as measured by the liver frailty index (LFI), is associated with liver transplant (LT) waitlist mortality. We sought to identify an optimal LFI cutoff that predicts waitlist mortality.

APPROACH&RESULTS: Adults with cirrhosis awaiting LT without hepatocellular carcinoma at 9 LT centers in the United States with LFI assessments were included. Multivariable competing risk analysis assessed the relationship between LFI and waitlist mortality. We identified a single LFI cutoff by evaluating the fit of the competing risk models, searching for the cutoff that gave the best model fit (as judged by the pseudo-log-likelihood). We ascertained the area under the curve (AUC) in an analysis of waitlist mortality to find optimal cutoffs at 3, 6, or 12 months. We used the AUC to compare the discriminative ability of LFI+Model for End Stage Liver Disease-sodium (MELDNa) versus MELDNa alone in 3-month waitlist mortality prediction. Of 1,405 patients, 37(3%), 82(6%), and 135(10%) experienced waitlist mortality at 3, 6, and 12 months, respectively. LFI was predictive of waitlist mortality across a broad LFI range: 3.7-5.2. We identified an optimal LFI cutoff of 4.4 (95%CI:4.0-4.8) for 3-month, 4.2 (95%CI:4.1-4.4) for 6-month, and 4.2 (95%CI:4.1-4.4) for 12-month mortality. The AUC for prediction of 3-month mortality for MELDNa was 0.73; the addition of LFI to MELDNa improved the AUC to 0.79.

CONCLUSIONS: LFI is predictive of waitlist mortality across a wide spectrum of LFI values. The optimal LFI cutoff for waitlist mortality was 4.4 at 3 months and 4.2 at 6 and 12 months. The discriminative performance of LFI+MELDNa was greater than MELDNa alone. Our data suggest that incorporating LFI with MELDNa can more accurately represent waitlist mortality in LT candidates.

Original languageEnglish (US)
JournalHepatology (Baltimore, Md.)
StateE-pub ahead of print - Jun 3 2020


Dive into the research topics of 'Identifying an Optimal Liver Frailty Index Cutoff to Predict Waitlist Mortality in Liver Transplant Candidates'. Together they form a unique fingerprint.

Cite this