Evidence map›Paper›PMID 40547961›Full record

ArticleLiver cancer2025

Probability of Lymph Node Metastases in Patients Undergoing Adequate Lymphadenectomy during Surgery for Intrahepatic Cholangiocarcinoma: A Retrospective Multicenter Study.

Carlo Sposito, Alessandro Cucchetti, Francesca Ratti, Laura Alaimo, Francesco Ardito, Stefano Di Sandro, Matteo Serenari, Giammauro Berardi, Marianna Maspero, Giuseppe Maria Ettorre and 7 more

Abstract read
In one paragraph

Article in Liver cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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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

5 citing papers in PubMed.

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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

17 authors.

Carlo SpositoDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Alessandro CucchettiDepartment of Medical and Surgical Sciences-DIME, Alma Mater Studiorum, University of Bologna, Bologna, Italy.
Francesca RattiHepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy.
Laura AlaimoDivision of General and Hepatobiliary Surgery, Department of Surgery, Pediatrics and Gynaecology, University of Verona, Verona, Italy.
Francesco ArditoHepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
Stefano Di SandroHepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, University of Modena and Reggio Emilia, Modena, Italy.
Matteo SerenariGeneral Surgery and Transplant Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy.
Giammauro BerardiDepartment of General Surgery and Transplantation Unit, San Camillo Forlanini Hospital, Rome, Italy.
Marianna MasperoDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Giuseppe Maria EttorreDepartment of General Surgery and Transplantation Unit, San Camillo Forlanini Hospital, Rome, Italy.
Matteo CesconGeneral Surgery and Transplant Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy.
Fabrizio Di BenedettoHepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, University of Modena and Reggio Emilia, Modena, Italy.
Felice GiulianteHepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
Andrea RuzzenenteDivision of General and Hepatobiliary Surgery, Department of Surgery, Pediatrics and Gynaecology, University of Verona, Verona, Italy.
Giorgio ErcolaniDepartment of Medical and Surgical Sciences-DIME, Alma Mater Studiorum, University of Bologna, Bologna, Italy.
Luca AldrighettiHepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy.
Vincenzo MazzaferroDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Nodal metastases (lymph node metastasis [LNM]) are one of the major determinants of prognosis following surgery for intrahepatic cholangiocarcinoma (ICC). Previous studies investigating the correlation between clinical-radiological features and the probability of LNM include patients undergoing inadequate nodal sampling. Aim of this study was to develop a model to predict the risk of LNM in patients undergoing adequate lymphadenectomy using preoperative clinical and radiological features. Methods: Patients undergoing radical surgery for ICC with adequate lymphadenectomy at seven Italian Centers between 2000 and 2023 were collected and divided into a derivation and a validation cohort. Logistic regression and dominance analysis were applied in the derivation cohort to identify variables associated with LNM at pathology. The final coefficients were derived from the model having the highest c-statistic in the derivation cohort with the lowest number of variables included (parsimony). The model was then tested in the external validation cohort, and the linear predictor was divided into quartiles to generate four risk categories. Results: A total of 693 patients were identified. Preoperative CA 19-9, clinically suspicious lymph nodes at radiology, patients' age, and tumor burden score were significantly associated with LNM. These factors were included in a model (https://aicep.website/calculators/) showing a c-statistic of 0.723 (95% CI: 0.680, 0.766) and 0.771 (95% CI: 0.699, 0.842) in the derivation and validation cohort, respectively. A progressive increase of pathological lymph node positivity across risk groups was observed (29.9% in low-risk, 45.1% in intermediate-low risk, 51.5% in intermediate-high risk, and 87.3% in high-risk patients; Conclusions: A novel model that combines preoperative CA 19-9, clinically suspicious lymph nodes at radiology, patients' age, and tumor burden score was developed to predict the risk of LNM before surgery. The model exhibited high accuracy and has the potential to assist clinicians in the management of patients who are candidate to surgery.

Indexed as

Intrahepatic cholangiocarcinomaLiver surgeryNodal metastasesRisk prediction

Identifiers

PMID40547961
PMCPMC12180783

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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.