Literature DB >> 32491208

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

Ani Kardashian1, Jin Ge1, Charles E McCulloch2, Matthew R Kappus3, Michael A Dunn4, Andres Duarte-Rojo4,5, Michael L Volk6, Robert S Rahimi7, Elizabeth C Verna8, Daniel R Ganger9, Daniela Ladner10, Jennifer L Dodge11, Brian Boyarsky12, Mara McAdams-DeMarco12,13, Dorry L Segev12, Jennifer C Lai1.   

Abstract

BACKGROUND AND 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 AND
RESULTS: Adults with cirrhosis awaiting LT without hepatocellular carcinoma at nine 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% confidence interval [CI], 4.0-4.8) for 3-month mortality, 4.2 (95% CI, 4.1-4.4) for 6-month mortality, 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.
© 2020 by the American Association for the Study of Liver Diseases.

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Year:  2020        PMID: 32491208      PMCID: PMC7710552          DOI: 10.1002/hep.31406

Source DB:  PubMed          Journal:  Hepatology        ISSN: 0270-9139            Impact factor:   17.425


  21 in total

1.  Report from the American Society of Transplantation on frailty in solid organ transplantation.

Authors:  Jon Kobashigawa; Darshana Dadhania; Sangeeta Bhorade; Deborah Adey; Joseph Berger; Geetha Bhat; Marie Budev; Andres Duarte-Rojo; Michael Dunn; Shelley Hall; Meera N Harhay; Kirsten L Johansen; Susan Joseph; Cassie C Kennedy; Evan Kransdorf; Krista L Lentine; Raymond J Lynch; Mara McAdams-DeMarco; Shunji Nagai; Michael Olymbios; Jignesh Patel; Sean Pinney; Joanna Schaenman; Dorry L Segev; Palak Shah; Lianne G Singer; Jonathan P Singer; Christopher Sonnenday; Puneeta Tandon; Elliot Tapper; Stefan G Tullius; Michael Wilson; Martin Zamora; Jennifer C Lai
Journal:  Am J Transplant       Date:  2018-12-22       Impact factor: 8.086

2.  The number connection tests A and B: interindividual variability and use for the assessment of early hepatic encephalopathy.

Authors:  K Weissenborn; N Rückert; H Hecker; M P Manns
Journal:  J Hepatol       Date:  1998-04       Impact factor: 25.083

3.  Development of a novel frailty index to predict mortality in patients with end-stage liver disease.

Authors:  Jennifer C Lai; Kenneth E Covinsky; Jennifer L Dodge; W John Boscardin; Dorry L Segev; John P Roberts; Sandy Feng
Journal:  Hepatology       Date:  2017-06-28       Impact factor: 17.425

4.  Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

Authors:  E R DeLong; D M DeLong; D L Clarke-Pearson
Journal:  Biometrics       Date:  1988-09       Impact factor: 2.571

5.  The Liver Frailty Index Improves Mortality Prediction of the Subjective Clinician Assessment in Patients With Cirrhosis.

Authors:  Jennifer C Lai; Kenneth E Covinsky; Charles E McCulloch; Sandy Feng
Journal:  Am J Gastroenterol       Date:  2017-12-12       Impact factor: 10.864

6.  Frailty in older adults: evidence for a phenotype.

Authors:  L P Fried; C M Tangen; J Walston; A B Newman; C Hirsch; J Gottdiener; T Seeman; R Tracy; W J Kop; G Burke; M A McBurnie
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2001-03       Impact factor: 6.053

7.  Frailty as Tested by Gait Speed is an Independent Risk Factor for Cirrhosis Complications that Require Hospitalization.

Authors:  Michael A Dunn; Deborah A Josbeno; Amit D Tevar; Vikrant Rachakonda; Swaytha R Ganesh; Amy R Schmotzer; Elizabeth A Kallenborn; Jaideep Behari; Douglas P Landsittel; Andrea F DiMartini; Anthony Delitto
Journal:  Am J Gastroenterol       Date:  2016-08-30       Impact factor: 10.864

8.  Changes in frailty are associated with waitlist mortality in patients with cirrhosis.

Authors:  Jennifer C Lai; Jennifer L Dodge; Matthew R Kappus; Michael A Dunn; Michael L Volk; Andres Duarte-Rojo; Daniel R Ganger; Robert S Rahimi; Charles E McCulloch; Christine E Haugen; Mara McAdams-DeMarco; Daniela P Ladner; Dorry L Segev; Elizabeth C Verna
Journal:  J Hepatol       Date:  2020-03-30       Impact factor: 25.083

9.  Frailty Associated With Waitlist Mortality Independent of Ascites and Hepatic Encephalopathy in a Multicenter Study.

Authors:  Jennifer C Lai; Robert S Rahimi; Elizabeth C Verna; Matthew R Kappus; Michael A Dunn; Mara McAdams-DeMarco; Christine E Haugen; Michael L Volk; Andres Duarte-Rojo; Daniel R Ganger; Jacqueline G O'Leary; Jennifer L Dodge; Daniela Ladner; Dorry L Segev
Journal:  Gastroenterology       Date:  2019-01-19       Impact factor: 22.682

10.  Frailty is independently associated with increased hospitalisation days in patients on the liver transplant waitlist.

Authors:  Marie Sinclair; Eduard Poltavskiy; Jennifer L Dodge; Jennifer C Lai
Journal:  World J Gastroenterol       Date:  2017-02-07       Impact factor: 5.742

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  14 in total

1.  Hepatic and renal function impact concentrations of plasma biomarkers of neuropathology.

Authors:  Kacey Berry; Breton M Asken; Joshua D Grab; Brandon Chan; Argentina Lario Lago; Randi Wong; Srilakshmi Seetharaman; Sara C LaHue; Katherine L Possin; Julio C Rojas; Joel H Kramer; Adam L Boxer; Jennifer C Lai; Lawren VandeVrede
Journal:  Alzheimers Dement (Amst)       Date:  2022-07-12

2.  Inpatient Frailty Assessment Is Feasible and Predicts Nonhome Discharge and Mortality in Decompensated Cirrhosis.

Authors:  Marina Serper; Sunny Y Tao; Dorothea S Kent; Patrik Garren; Alexander E Burdzy; Jennifer C Lai; Amir Gougol; Pamela M Bloomer; K Rajender Reddy; Michael A Dunn; Andres Duarte-Rojo
Journal:  Liver Transpl       Date:  2021-08-01       Impact factor: 5.799

Review 3.  Sarcopenia and Frailty in Liver Cirrhosis.

Authors:  Hiroki Nishikawa; Shinya Fukunishi; Akira Asai; Shuhei Nishiguchi; Kazuhide Higuchi
Journal:  Life (Basel)       Date:  2021-04-27

4.  Trait Emotional Intelligence and School Burnout Discriminate Between High and Low Alexithymic Profiles: A Study With Female Adolescents.

Authors:  Eleonora Farina; Alessandro Pepe; Veronica Ornaghi; Valeria Cavioni
Journal:  Front Psychol       Date:  2021-07-08

5.  Evaluating the Associations Between the Liver Frailty Index and Karnofsky Performance Status With Waitlist Mortality.

Authors:  Chelsea Q Xu; Frederick Yao; Yara Mohamad; Randi Wong; Dorothea Kent; Srilakshmi Seetharaman; Yanin Srisengfa; Jennifer C Lai
Journal:  Transplant Direct       Date:  2021-01-07

6.  Symptom Burden Is Associated with Increased Emergency Department Utilization among Patients with Cirrhosis.

Authors:  Lisa X Deng; Dorothea S Kent; David L O'Riordan; Steven Z Pantilat; Jennifer C Lai; Kara E Bischoff
Journal:  J Palliat Med       Date:  2021-08-03       Impact factor: 2.947

Review 7.  Assessment of the Frail Patient With End-Stage Liver Disease: A Practical Overview of Sarcopenia, Physical Function, and Disability.

Authors:  Felicity R Williams; Don Milliken; Jennifer C Lai; Matthew J Armstrong
Journal:  Hepatol Commun       Date:  2021-02-26

Review 8.  Clinical and biomarker assessment of frailty in liver transplantation.

Authors:  Tumininu Ayorinde; Guergana Panayotova; Aanchal Sharma; Keri E Lunsford
Journal:  Curr Opin Organ Transplant       Date:  2021-10-01       Impact factor: 2.269

9.  Malnutrition, Frailty, and Sarcopenia in Patients With Cirrhosis: 2021 Practice Guidance by the American Association for the Study of Liver Diseases.

Authors:  Jennifer C Lai; Puneeta Tandon; William Bernal; Elliot B Tapper; Udeme Ekong; Srinivasan Dasarathy; Elizabeth J Carey
Journal:  Hepatology       Date:  2021-09       Impact factor: 17.298

10.  The relationship between frailty and cirrhosis etiology: From the Functional Assessment in Liver Transplantation (FrAILT) Study.

Authors:  Chelsea Q Xu; Yara Mohamad; Matthew R Kappus; Brian Boyarsky; Daniel R Ganger; Michael L Volk; Robert S Rahimi; Andres Duarte-Rojo; Mara McAdams-DeMarco; Dorry L Segev; Daniela P Ladner; Elizabeth C Verna; Joshua Grab; Monica Tincopa; Michael A Dunn; Jennifer C Lai
Journal:  Liver Int       Date:  2021-07-14       Impact factor: 8.754

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