Evidence map›Paper›PMID 37839048›Full record

ArticleUpdates in surgery2024

Factors affecting overall survival and disease-free survival after surgery for hepatocellular carcinoma: a nomogram-based prognostic model-a Western European multicenter study.

Yoshio Masuda, Mark Hao Xuan Yeo, Fernando Burdio, Patricia Sanchez-Velazquez, Marc Perez-Xaus, Amalia Pelegrina, Ye Xin Koh, Marcello Di Martino, Brian K P Goh, Ek Khoon Tan and 11 more

Abstract readMulticenter Study
PubMed Publisher
In one paragraph

Article in Updates in surgery, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
  3. [Frozen sections in hepatobiliary surgery].Chirurgie (Heidelberg, Germany) · 2025
    Review
  4. Observational
  5. Article
  6. Article
  7. Article
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

21 authors.

Yoshio Masuda *Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Mark Hao Xuan Yeo *Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Fernando BurdioHepato Pancreato Biliary Division, Department of Hepato-Pancreato-Biliary Surgery, Hospital del Mar, Universitat Pompeu Fabra, Passeig Marítim de la Barceloneta, 25, 29, 08003, Barcelona, Spain.
Patricia Sanchez-VelazquezHepato Pancreato Biliary Division, Department of Hepato-Pancreato-Biliary Surgery, Hospital del Mar, Universitat Pompeu Fabra, Passeig Marítim de la Barceloneta, 25, 29, 08003, Barcelona, Spain.
Marc Perez-XausHepato Pancreato Biliary Division, Department of Hepato-Pancreato-Biliary Surgery, Hospital del Mar, Universitat Pompeu Fabra, Passeig Marítim de la Barceloneta, 25, 29, 08003, Barcelona, Spain.
Amalia PelegrinaHepato Pancreato Biliary Division, Department of Hepato-Pancreato-Biliary Surgery, Hospital del Mar, Universitat Pompeu Fabra, Passeig Marítim de la Barceloneta, 25, 29, 08003, Barcelona, Spain.
Ye Xin KohDepartment of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore, Singapore.
Marcello Di MartinoHepatobiliary Unit, Department of General and Digestive Surgery, Hospital Universitario La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid (UAM), Madrid, Spain.
Brian K P GohDepartment of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore, Singapore.
Ek Khoon TanDepartment of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore, Singapore.
Jin Yao TeoDepartment of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore, Singapore.
Fabrizio RomanoDepartment of Surgery, School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy.
Simone FamularoDepartment of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, Italy.
Cecilia FerrariHPB Surgical Unit, San Paolo Hospital, Savona, Italy.
Guido GriseriHPB Surgical Unit, San Paolo Hospital, Savona, Italy.
Tullio PiardiDepartment of General and Digestive Surgery, Hôpital Robert Debré, Centre Hospitalier Universitaire de Reims, Université de Reims Champagne-Ardenne, Reims, France.
Daniele SommacaleDepartment of General and Digestive Surgery, Hôpital Robert Debré, Centre Hospitalier Universitaire de Reims, Université de Reims Champagne-Ardenne, Reims, France.
Luca GianottiSchool of Medicine and Surgery, Milano-Bicocca University and HPB Unit, IRCCS San Gerardo Hospital, Monza, Italy.
Sarah MolfinoDepartment of Clinical and Experimental Sciences, Surgical Clinic, University of Brescia, Brescia, Italy.
Gianluca BaiocchiDepartment of Clinical and Experimental Sciences, Surgical Clinic, University of Brescia, Brescia, Italy.
Benedetto IelpoHepato Pancreato Biliary Division, Department of Hepato-Pancreato-Biliary Surgery, Hospital del Mar, Universitat Pompeu Fabra, Passeig Marítim de la Barceloneta, 25, 29, 08003, Barcelona, Spain. ielpo.b@gmail.com.ORCID http://orcid.org/0000-0003-3129-3208

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Few studies have assessed the clinical implications of the combination of different prognostic indicators for overall survival (OS) and disease-free survival (DFS) of resected hepatocellular carcinoma (HCC). This study aimed to evaluate the prognostic factors in HCC patients for OS and DFS outcomes and establish a nomogram-based prognostic model to predict the DFS of HCC. A multicenter, retrospective European study was conducted through the collection of data on 413 consecutive treated patients with a first diagnosis of HCC between January 2010 and December 2020. Univariate and multivariate Cox regression analyses were performed to identify all independent risk factors for OS and DFS outcomes. A nomogram prognostic staging model was subsequently established for DFS and its precision was verified internally by the concordance index (C-Index) and externally by calibration curves. For OS, multivariate Cox regression analysis indicated Child-Pugh B7 score (HR 4.29; 95% CI 1.74-10.55; p = 0.002) as an independent prognostic factor, along with Barcelona Clinic Liver Cancer (BCLC) stage ≥ B (HR 1.95; 95% CI 1.07-3.54; p = 0.029), microvascular invasion (MVI) (HR 2.54; 95% CI 1.38-4.67; p = 0.003), R1/R2 resection margin (HR 1.57; 95% CI 0.85-2.90; p = 0.015), and Clavien-Dindo Grade 3 or more (HR 2.73; 95% CI 1.44-5.18; p = 0.002). For DFS, multivariate Cox regression analysis indicated BCLC stage ≥ B (HR 2.15; 95% CI 1.34-3.44; p = 0.002) as an independent prognostic factor, along with multiple nodules (HR 2.04; 95% CI 1.25-3.32; p = 0.004), MVI (HR 1.81; 95% CI 1.19-2.75; p = 0.005), satellite nodules (HR 1.63; 95% CI 1.09-2.45; p = 0.018), and R1/R2 resection margin (HR 3.39; 95% CI 2.19-5.25; < 0.001). The C-Index of the nomogram, tailored based on the previous significant factors, showed good accuracy (0.70). Internal and external calibration curves for the probability of DFS rate showed optimal consistency and fit well between the nomogram-based prediction and actual observations. MVI and R1/R2 resection margins should be considered as significant OS and DFS predictors, while satellite nodules should be included as a significant DFS predictor. The nomogram-based prognostic model for DFS provides a more effective prognosis assessment for resected HCC patients, allowing for individualized treatment plans.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsDisease-Free SurvivalHumansMargins of ExcisionNomogramsPrognosisRetrospective StudiesHCCHepatocellular carcinomaLiver surgeryNomogram

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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.