Evidence map›Paper›PMID 36622940›Full record

ArticleJournal of cachexia, sarcopenia and muscle2022

Impact of muscle mass on survival of patients with hepatocellular carcinoma after liver transplantation beyond the Milan criteria.

Berend R Beumer, Jeroen L A van Vugt, Gonzalo Sapisochin, Peter Yoon, Marco Bongini, Di Lu, Xiao Xu, Paolo De Simone, Lorenzo Pintore, Nicolas Golse and 20 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in Journal of cachexia, sarcopenia and muscle, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 2 pooled it
2.7field-weighted citation impact, top 9% of its field
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

20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 23 citations in OpenAlex.

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  7. [Novel research horizon for liver transplantation management model in hepatocellular carcinoma based on the tumor-donor liver-recipient].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2025
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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

30 authors at 18 institutions in 11 countries.

Berend R BeumerErasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0001-8307-6999
Jeroen L A van VugtErasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0003-0033-9947
Gonzalo SapisochinMulti Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada.ORCID 0000-0001-9527-8723
Peter YoonMulti Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada.
Marco BonginiGastrointestinal Surgery and Liver Transplantation, National Cancer Institute of Milan, Department of Oncology, University of Milan, Milan, Italy.ORCID 0000-0002-1915-4507
Di LuDivision of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Xiao XuDivision of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Paolo De SimoneHepatobiliary Surgery and Liver Transplantation, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.ORCID 0000-0001-6713-6170
Lorenzo PintoreHepatobiliary Surgery and Liver Transplantation, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Nicolas GolseCentre Hépato-Biliaire, Hôpital Paul Brousse, Université Paris-Sud, Villejuif, France.ORCID 0000-0002-5261-1538
Malgorzata NowosadDepartment of General Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland.
William BennetTransplant Institute, Sahlgrenska University Hospital, Sahlgrenska Academy, Gothenburg, Sweden.ORCID 0000-0002-4871-8842
Emmanouil TsochatzisRoyal Free Sheila Sherlock Liver Centre, Royal Free Hospital and UCL Institute of Liver and Digestive Health, London, UK.ORCID 0000-0001-5069-2461
Evangelia KoutliRoyal Free Sheila Sherlock Liver Centre, Royal Free Hospital and UCL Institute of Liver and Digestive Health, London, UK.
Fariba AbbassiDivision of Digestive Surgery, University Hospitals of Geneva, Genève, Switzerland.
Marco P A W ClaasenErasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0001-8218-3119
Manuela MerliSection of Gastroenterology, Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy.ORCID 0000-0003-3173-9767
Joanne O'RourkeThe Liver Unit, Queen Elizabeth Hospital Birmingham, Birmingham, UK.ORCID 0000-0001-7851-0703
Martina GambatoSection of Gastroenterology, Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.ORCID 0000-0002-0101-1938
Alberto BenitoSection of Radiology, Clinica Universidad de Navarra, Pamplona, Spain.ORCID 0000-0002-1527-0092
Avik MajumdarAW Morrow Gastroenterology and Liver Centre, Royal Prince Alfred Hospital, Sydney, Australia.ORCID 0000-0003-2975-4327
Ek Khoon TanDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, Singapore.ORCID 0000-0002-5949-4741
Maryam EbadiDivision of Gastroenterology and Liver Unit, Zeidler Ledcor Centre, University of Alberta, Edmonton, Canada.ORCID 0000-0001-6148-1002
Aldo J Montano-LozaDivision of Gastroenterology and Liver Unit, Zeidler Ledcor Centre, University of Alberta, Edmonton, Canada.ORCID 0000-0002-2511-7980
Marina BerenguerHepatology & Liver Transplantation Unit and Ciberehd and ISS La Fe, Hospital Universitario y Politécnico La Fe, University of Valencia, Valencia, Spain.ORCID 0000-0001-9246-4264
Herold J MetselaarErasmus MC Transplant Institute, Department of Gastroenterology and Hepatology, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0002-7203-8126
Wojciech G PolakErasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0002-3096-4893
Vincenzo MazzaferroGastrointestinal Surgery and Liver Transplantation, National Cancer Institute of Milan, Department of Oncology, University of Milan, Milan, Italy.ORCID 0000-0002-4013-8085
Jan N M IJzermansErasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, University Medical Centre Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0003-3558-1039
Collaborators
Erasmus MC Cancer Institute · NLUniversity Health Network · CAAzienda Ospedaliera Universitaria Pisana · ITFirst Affiliated Hospital Zhejiang University · CNThe Royal Free Hospital · GBUniversity of Alberta · CAUniversity of Milan · ITClinica Universidad de Navarra · ESErasmus MC · NLMedical University of Warsaw · PLQueen Elizabeth Hospital Birmingham · GBRoyal Prince Alfred Hospital · AUSahlgrenska University Hospital · SESapienza University of Rome · ITSingapore General Hospital · SGUniversitat de València · ESUniversité Paris-Sud · FRUniversity of Padua · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAccess to the liver transplant waitlist for patients with hepatocellular carcinoma (HCC) depends on tumour presentation, biology, and response to treatments. The Milan Criteria (MC) represent the benchmark for expanded criteria that incorporate additional prognostic factors. The purpose of this study was to determine the added value of skeletal muscle index (SMI) in HCC patients beyond the MC.

methodPatients with HCC that were transplanted beyond the MC were included in this retrospective multicentre study. SMI was quantified using the Computed Tomography (CT) within 3 months prior to transplantation. Cox regression models were used to identify predictors of overall survival (OS). The discriminative performance of SMI extended Metroticket 2.0 and AFP models was also assessed.

resultsOut of 889 patients transplanted outside the MC, 528 had a CT scan within 3 months prior to liver transplantation (LT), of whom 176 (33%) were classified as sarcopenic. The median time between assessment of the SMI and LT was 1.8 months (IQR: 0.77-2.67). The median follow-up period was 5.1 95% CI [4.7-5.5] years, with a total of 177 recorded deaths from any cause. In a linear regression model with SMI as the dependent variable, only male gender (8.55 95% CI [6.51-10.59], P < 0.001) and body mass index (0.74 95% CI [0.59-0.89], P < 0.001) were significant. Univariable survival analysis of patients with sarcopenia versus patients without sarcopenia showed a significant difference in OS (HR 1.44 95% CI [1.07 - 1.94], P = 0.018). Also the SMI was significant (HR 0.98 95% CI [0.96-0.99], P = 0.014). The survival difference between the lowest SMI quartile versus the highest SMI quartile was significant (log-rank: P = 0.005) with 5 year OS of 57% and 71%, respectively. Data from 423 patients, describing 139 deaths, was used for multivariate analysis. Both sarcopenia (HR 1.45 95% CI [1.02 - 2.05], P = 0.036) and SMI were (HR 0.98 95% CI [0.95-0.99], P = 0.035) significant. On the survival scale this translates to a 5 year OS difference of 11% between sarcopenia and no sarcopenia. Whereas for SMI, this translates to a survival difference of 8% between first and third quartiles for both genders.

conclusionsOverall, we can conclude that higher muscle mass contributes to a better long-term survival. However, for individual patients, low muscle mass should not be considered an absolute contra-indication for LT as its discriminatory performance was limited.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsLiver TransplantationSarcopeniaFemaleHumansMaleMuscle, SkeletalHepatocellular carcinomaLiver transplantationSarcopeniaSkeletal muscle massSurvival

Identifiers

PMID36622940
PMCPMC9530497
OpenAlexW4291004847

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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.