Evidence map›Paper›PMID 35430383›Full record

ArticleEuropean journal of cancer (Oxford, England : 1990)2022

Predicting 10-year survival after resection of colorectal liver metastases; an international study including biomarkers and perioperative treatment.

Florian E Buisman, Daniele Giardiello, Nancy E Kemeny, Ewout W Steyerberg, Diederik J Höppener, Boris Galjart, Pieter M H Nierop, Vinod P Balachandran, Andrea Cercek, Jeffrey A Drebin and 9 more

Open access · hybridAbstract read
In one paragraph

Article in European journal of cancer (Oxford, England : 1990), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 4 pooled it
7.5field-weighted citation impact, top 2% 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

44 citing papers in PubMed, 4 syntheses or guidelines pooled it, 57 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Microwave coagulation for liver metastases.The Cochrane database of systematic reviews · 2024
    Pooled it
  4. Pooled it
  5. Article
  6. Review
  7. Article
  8. Article
  9. The Clinical Relevance of Indeterminate Pulmonary Nodules in Patients Amenable to Local Treatment of Colorectal Liver Metastases.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2026
    Article
  10. Article
  11. Review
  12. Article
  13. Review
  14. AKR1B10 reprograms neutrophils by histone lactylation to foster immune evasion in KRASJournal of experimental & clinical cancer research : CR · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors at 4 institutions in 3 countries.

Florian E BuismanDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Daniele GiardielloDepartment of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands; Department of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Nancy E KemenyDepartment Medical Oncology, Memorial Sloan Kettering Cancer Centre, New York, USA.
Ewout W SteyerbergDepartment of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands; Department of Public Health, Erasmus MC, PO Box 20400, 3000 CA Rotterdam, the Netherlands.
Diederik J HöppenerDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Boris GaljartDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Pieter M H NieropDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Vinod P BalachandranDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
Andrea CercekDepartment Medical Oncology, Memorial Sloan Kettering Cancer Centre, New York, USA.
Jeffrey A DrebinDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
Mithat GönenDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA.
William R JarnaginDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
T P KinghamDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
Peter B VermeulenTranslational Cancer Research Unit (GZA Hospitals and University of Antwerp), Antwerp, Belgium.
Alice C WeiDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
Dirk J GrünhagenDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Cornelis VerhoefDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands.
Micheal I D'AngelicaDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
Bas Groot KoerkampDepartment of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands. Electronic address: b.grootkoerkamp@erasmusmc.nl.
Memorial Sloan Kettering Cancer Center · USErasmus MC Cancer Institute · NLLeiden University Medical Center · NLUniversity of Antwerp · BE

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

backgroundThe aim of this study was to develop a prediction model for 10-year overall survival (OS) after resection of colorectal liver metastasis (CRLM) based on patient, tumour and treatment characteristics.

methodsConsecutive patients after complete resection of CRLM were included from two centres (1992-2019). A prediction model providing 10-year OS probabilities was developed using Cox regression analysis, including KRAS, BRAF and histopathological growth patterns. Discrimination and calibration were assessed using cross-validation. A web-based calculator was built to predict individual 10-year OS probabilities.

resultsA total of 4112 patients were included. The estimated 10-year OS was 30% (95% CI 29-32). Fifteen patient, tumour and treatment characteristics were independent prognostic factors for 10-year OS; age, gender, location and nodal status of the primary tumour, disease-free interval, number and diameter of CRLM, preoperative CEA, resection margin, extrahepatic disease, KRAS and BRAF mutation status, histopathological growth patterns, perioperative systemic chemotherapy and hepatic arterial infusion pump chemotherapy. The discrimination at 10-years was 0.73 for both centres. A simplified risk score identified four risk groups with a 10-year OS of 57%, 38%, 24%, and 12%.

conclusionsTen-year OS after resection of CRLM is best predicted with a model including 15 patient, tumour, and treatment characteristics. The web-based calculator can be used to inform patients. This model serves as a benchmark to determine the prognostic value of novel biomarkers.

Indexed as

Colorectal NeoplasmsLiver NeoplasmsBiomarkersHepatectomyHumansPrognosisProto-Oncogene Proteins B-rafProto-Oncogene Proteins p21(ras)Retrospective StudiesBiomarkersProto-Oncogene Proteins B-rafProto-Oncogene Proteins p21(ras)BiomarkersColorectal liver metastasesPredictionPrognostic factors

Identifiers

PMID35430383
PMCPMC9117473
OpenAlexW4224020759

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.