Evidence map›Paper›PMID 40833347›Full record

ArticleLiver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society2026

Tumor burden and frailty: No association in liver transplantation candidates with hepatocellular carcinoma.

Gabrielle Jutras, Aryana Far, Melinda Wang, Michael Li, Jin Ge, Jennifer C Lai

Abstract read
In one paragraph

Article in Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Gabrielle JutrasDivision of Gastroenterology and Hepatology, Department of Medicine, University of California-San Francisco, San Francisco, California, USA.ORCID 0000-0003-2319-3880
Aryana Far
Michael Li

Funding

UCSF Liver Core CenterP30DK026743 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Holger Willenbring · 1986 to 2026
$30.7M
The spectrum of cognitive impairment including Alzheimer’s Disease and Related Dementias after liver transplantationR01AG059183 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jennifer C. Lai · 2018 to 2026
$9.9M
The Impact of Frailty on Liver Transplant Outcomes in Older Adults with Hepatocellular CarcinomaK24AG080021 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jennifer C. Lai · 2023 to 2026
$755k
A pragmatic RCT to evaluate the effect of CirrhosisRx, a novel clinical decision support system, versus usual care on guideline-adherence and clinical outcomes for patients with cirrhosisK23DK139455 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jin Ge · 2024 to 2026
$569k
NIA NIH HHS K24 AG080021NIA NIH HHS R01 AG059183NIDDK NIH HHS K23 DK139455NIDDK NIH HHS P30 DK026743
6 · The paper itself

Abstract

Frailty studies in liver transplantation (LT) candidates have largely focused on patients with cirrhosis without hepatocellular carcinoma (HCC). However, HCC patients represent a distinct subgroup-typically older, with better compensated liver disease and more non-hepatic comorbidities. These factors, along with tumor burden, may influence frailty. We aimed to characterize and compare frailty in HCC versus non-HCC LT candidates. We included adults with cirrhosis listed for LT at a single U.S. center (2012-2024) who underwent ambulatory frailty assessment using the Liver Frailty Index (LFI; "frail" = LFI ≥4.4). HCC tumor characteristics at diagnosis-including number of lesions, tumor size, alpha-foetoprotein levels, and initial treatment-were captured using automated extraction. Logistic regression evaluated associations between tumor burden and frailty. Of 2420 LT patients, 801 (33%) had HCC. Frailty was observed in only 9% of HCC patients, compared with 21% of non-HCC patients. Among frail patients, those with HCC were older, had lower MELD scores, and lower rates of ascites, hepatic encephalopathy, and dialysis. Rates of hypertension and diabetes were similar, though HCC patients trended toward more coronary artery disease. Tumor burden, total tumor diameter, and alpha-foetoprotein did not differ between frail and non-frail HCC patients ( p >0.21) and were not associated with frailty in regression analyses. In this large cohort of HCC LT candidates, frailty was associated with hepatic (eg, MELD, ascites, HE) and non-hepatic (eg, gender, obesity) factors, but not with tumor characteristics. This differs from patients with non-HCC malignancy, in whom cancer-related frailty is common. Patients with HCC awaiting liver transplantation, who generally have well-compensated liver disease, may therefore exhibit a distinct frailty profile-driven by non-hepatic comorbidities rather than by liver failure or tumor burden. These findings support the need for HCC-specific frailty research to guide evaluation and management.

Indexed as

Carcinoma, HepatocellularEnd Stage Liver DiseaseFrailtyLiver CirrhosisLiver NeoplasmsLiver TransplantationAdultAgedComorbidityFemaleHumansMaleMiddle AgedRetrospective StudiesRisk FactorsSeverity of Illness IndexagingfrailtyHepatocellular carcinomaliver transplantationtransplant outcomes

Identifiers

PMID40833347
PMCPMC12799330

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.