Evidence map›Paper›PMID 40720601›Full record

ArticleAnnals of surgery2025

Defining Global Benchmarks for Robotic Liver Resections: An International Multicenter Study.

Brian K P Goh, Iswanto Sucandy, Darren W Chua, Qu Liu, Bjørn Edwin, Davit Aghayan, Guillaume Millet, Francesca Ratti, Wanguang Zhang, Olivier Scatton and 71 more

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Article in Annals of surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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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

4 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

81 authors.

Brian K P GohDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore.
Iswanto SucandyDigestive Health Institute, AdventHealth Tampa, Tampa, Florida, USA.
Darren W ChuaDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore.
Qu LiuFaculty of Hepatopancreatobiliary Surgery, the First Medical Center of Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Bjørn EdwinThe Intervention Centre and Department of HPB Surgery, Oslo University Hospital, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Davit AghayanThe Intervention Centre and Department of HPB Surgery, Oslo University Hospital, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Guillaume MilletDigestive Surgery and Transplantation Department, CHU de Lille, University of Lille, Lille, France.
Francesca RattiHepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy.
Wanguang ZhangHepatic Surgery Center and Hubei Key Laboratory of Hepato-Biliary-Pancreatic Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Olivier ScattonDepartment of Digestive, HBP and Liver Transplantation, Hopital Pitie-Salpetriere, Sorbonne Universite, Paris, France.
Fabricio Ferreira CoelhoLiver Surgery Unit, Department of Gastroenterology, University of Sao Paulo School of Medicine, Sao Paulo, Brazil.
Safi DokmakDepartment of HPB Surgery and Liver Transplantation, Beaujon Hospital, University Paris Cite, Clichy, France.
Vincenzo MazzaferroHPB Surgery and Liver Transplantation, Fondazione IRCCS Istituto Nazionale Tumori di Milano and University of Milan, Milan, Italy.
Adrian K H ChiowHepatopancreatobiliary Unit, Department of Surgery, Changi General Hospital, Singapore.
Florian PrimavesiDepartment of General, Visceral and Vascular Surgery, Salzkammergutklinikum Voecklabruck, Austria.
Arpad IvaneczDepartment of Abdominal and General Surgery, University Medical Center Maribor, Maribor, Slovenia.
Sung-Hoon ChoiDepartment of General Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Jae Hoon LeeDepartment of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Mikel PrietoHepatobiliary Surgery and Liver Transplantation Unit, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country, Bilbao, Spain.
Marco VivarelliHPB Surgery and Transplantation Unit, United Hospital of Ancona, Department of Sperimental and Clinical Medicine Polytechnic University of Marche, Ancona, Italy.
Felice GiulianteHepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Catholic University of the Sacred Heart, Rome, Italy.
Andrea RuzzenenteGeneral and Hepatobiliary Surgery, Department of Surgery, Dentistry, Gynecology and Pediatrics University of Verona, GB Rossi Hospital, Verona, Italy.
Chee-Chien YongDepartment of Surgery, Chang Gung Memorial Hospital, Kaohsiung, Taiwan.
Mengqiu YinDepartment of Hepatobiliary Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China.
Constantino FondevilaGeneral and Digestive Surgery, Hospital Clinic, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain and General and Digestive Surgery, Hospital Universitario La Paz, IdiPAZ, CIBERehd, Madrid, Spain.
Mikhail EfanovDepartment of Hepato-Pancreato-Biliary Surgery, Moscow Clinical Scientific Center, Moscow, Russia.
Zenichi MoriseDepartment of Surgery, Okazaki Medical Center, Fujita Health University School of Medicine, Okazaki, Japan.
Fabrizio Di BenedettoHPB Surgery and Liver Transplant Unit, University of Modena and Reggio Emilia, Modena, Italy.
Raffaele BrustiaDepartment of Digestive and Hepatobiliary and Pancreatic Surgery, AP-HP, Henri-Mondor Hospital, Creteil, France.
Raffaele Dalla ValleHepatobiliary Surgery Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy.
Ugo BoggiDivision of General and Transplant Surgery, University of Pisa, Pisa, Italy.
David GellerDepartment of Surgery, Division of Hepatobiliary and Pancreatic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
Andrea BelliDepartment of Abdominal Oncology, Division of Hepatopancreatobiliary Surgical Oncology, National Cancer Center - IRCCS-G. Pascale, Naples, Italy.
Riccardo MemeoUnit of Hepato-Pancreatc-Biliary Surgery, "F. Miulli" General Regional Hospital, Acquaviva delle Fonti, Bari, Italy.
Kiyoshi HasegawaHepato-Biliary-Pancreatic Surgery Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Roland S CronerDepartment of General, Visceral, Vascular and Transplant Surgery, University Hospital Magdeburg, Magdeburg, Germany.
Salvatore GruttadauriaDepartment for the Treatment and Study of Abdominal Diseases and Abdominal Transplantation, Istituto di Ricovero e Cura a Carattere Scientifico-Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione (IRCCS-ISMETT), University of Pittsburgh Medical Center Italy, Palermo, Italy and Department of General Surgery and Medical Surgical Specialties, University of Catania, Catania, Italy.
Jason HawksworthMedStar Georgetown Transplant Institute, 2 PHC, Medstar Georgetown University Hospital, Washington, DC, USA and Department of Surgery, Walter Reed National Military Medical Center, Bethesda, MD, USA.
James O ParkDepartment of Surgery, University of Washington Medical Center. Seattle, USA.
Fernando RotellarHPB and Liver Transplant Unit, Department of General Surgery, Clinica Universidad de Navarra, Universidad de Navarra, Pamplona, Spain & Institute of Health Research of Navarra (IdisNA), Pamplona, Spain.
Gi-Hong ChoiDivision of Hepatopancreatobiliary Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Ricardo Robles-CamposDepartment of General, Visceral and Transplantation Surgery, Clinic and University Hospital Virgen de la Arrixaca, IMIB-ARRIXACA, El Palmar, Murcia, Spain.
Xiaoying WangDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
Robert P SutcliffeDepartment of Hepatopancreatobiliary and Liver Transplant Surgery, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom.
Felix KrenzienDepartment of Surgery, Campus Charité Mitte and Campus Virchow-Klinikum, Charité-Universitätsmedizin, Corporate Member of Freie Universität Berlin, and Berlin Institute of Health, Berlin, Germany.
Johann PratschkeDepartment of Surgery, Campus Charité Mitte and Campus Virchow-Klinikum, Charité-Universitätsmedizin, Corporate Member of Freie Universität Berlin, and Berlin Institute of Health, Berlin, Germany.
Eric C H LaiDepartment of Surgery, Pamela Youde Nethersole Eastern Hospital, Hong Kong SAR, China.
Charing C N ChongDepartment of Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong SAR, China.
Takeaki IshizawaDepartment of Hepato-Biliary-Pancreatic Surgery, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Kazuteru MondenDepartment of Surgery, Fukuyama City Hospital, Hiroshima, Japan.
Santiago Lopez-BenHepatobiliary and Pancreatic Surgery Unit, Department of Surgery, Dr. Josep Trueta Hospital, IdIBGi, Girona, Spain.
T Peter KinghamDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Alessandro FerreroDepartment of General and Oncological Surgery. Mauriziano Hospital, Turin, Italy.
Giuseppe Maria EttorreDivision of General Surgery and Liver Transplantation, San Camillo Forlanini Hospital, Rome, Italy.
Xiao LiangDepartment of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Alejandro MejiaThe Liver Institute, Methodist Dallas Medical Center, Dallas, Texas, USA.
Marco V MarinoGeneral Surgery Department, Azienda Ospedaliera Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy and Oncologic Surgery Department, P. Giaccone University Hospital, Palermo, Italy.
Rutger-Jan SwijnenburgAmsterdam University Medical Center, Department of Surgery, University of Amsterdam, the Netherlands.
Go WakabayashiCenter for Advanced Treatment of Hepatobiliary and Pancreatic Diseases, Ageo Central General Hospital, Saitama, Japan.
Roberto I TroisiDepartment of Clinical Medicine and Surgery, Division of HPB, Minimally Invasive and Robotic Surgery, Federico II University Hospital Naples, Naples, Italy.
Tan-To CheungDepartment of Surgery, Queen Mary Hospital, The University of Hong Kong, Hong Kong SAR, China.
Atsushi SugiokaDepartment of Surgery, Fujita Health University School of Medicine, Aichi, Japan.
Motokazu SugimotoDepartment of Hepatobiliary and Pancreatic Surgery, National Cancer Hospital East, Chiba, Japan.
Ismail LabgaaDepartment of Visceral Surgery, University Hospital of Lausanne (CHUV), Lausanne, Switzerland.
Moritz SchmelzleDepartment of General, Visceral and Transplant Surgery, Hannover Medical School, Hannover, Germany.
Etsuro HatanoDivision of Hepato-Biliary-Pancreatic surgery and Transplantation, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Umberto CilloDepartment of Surgical Science, Oncology and Gastroenterology (DiSCOG), Hepatobiliary pancreatic surgery and Liver Transplant Unit, Padua University Hospital, Padua, Italy.
Tran Cong Duy LongDepartment of Hepatopancreatobiliary Surgery, University Medical Center, University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam.
Yufu PengDivision of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Yonggang WeiDivision of Liver Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Zha YongHepatobiliary Pancreatic Surgery, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University,Peking University Cancer Hospital Yunnan, China.
Soufyan El AdelDepartment of Surgery, Fondazione Poliambulanza, Brescia, Italy.
Ho-Seong HanDepartment of Surgery, Seoul National University Hospital Bundang, Seoul National University College of Medicine, Seoul, Korea.
Olivier SoubraneDepartment of Digestive, Oncologic and Metabolic Surgery, Institute Mutualiste Montsouris, Universite Paris Descartes, Paris, France.
David FuksDepartment of Digestive, Oncologic and Metabolic Surgery, Institute Mutualiste Montsouris, Universite Paris Descartes, Paris, France.
Kuo-Hsin ChenDivision of General Surgery, Department of Surgery, Far Eastern Memorial Hospital, New Taipei City, Taiwan.
Mathieu D'HondtDepartment of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital, Kortrijk, Belgium.
Mohammad Abu HilalDepartment of Surgery, Fondazione Poliambulanza, Brescia, Italy.
Luca AldrighettiHepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy.
Rong LiuFaculty of Hepatopancreatobiliary Surgery, the First Medical Center of Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
International robotic and laparoscopic liver resection study group investigators

Funding

Research Project of Zhejiang Provincial Public Welfare Fund project in the Field of Social development LGF20H160028US National Cancer Institute MSKCC Core Grant P30 CA008747
6 · The paper itself

Abstract

objectiveThis study aimed to establish global benchmark outcomes indicators for robotic liver resections (R-LR).

backgroundIn recent years, minimally invasive liver resections and in particular R-LR has seen an increase in uptake in recent years. Although, benchmark outcomes have been recently established for laparoscopic (L) -LR, this has not been established for R-LR.

methodsThis is a post hoc analysis of a multicenter database of 5,213 patients undergoing R-LR in 51 international centers between 2016 and 2022. Benchmark cutoffs for 16 outcome indicators of low-risk R-LR were established. The 75 th percentile of individual center medians for a given outcome indicator was set as the benchmark cutoff. Four procedures were selected for benchmarking: left lateral sectionectomy(LLS)/H23, left hepatectomy(LH)/H234±1, right hepatectomy(RH)/H5678±1 and right posterior sectionectomy/H67 (RPS).

resultsThere were 1,654 R-LR cases (528 LLS/H23, 432 LH/H234±1, 408 RH/H5678±1, 286 RPS/H67) performed in 24 expert centers, of which 518 (31.3%) R-LR cases qualified as low risk benchmark cases. Benchmark outcomes were established for R-LLS/H23, R-LH/ H234±1, R-RH/ H5678±1 and R-RPS/H67 for operation time (190, 323, 474, 413) min, open conversion rate (0.0, 0.0, 1.3, 0.0)%, estimated blood loss (100, 250, 600, 550) mls, blood transfusion rate (0.0 ,0.0, 20.0, 29.2)%, postoperative major morbidity (0.0 ,0.0, 20.9, 16.7)%, 90-day mortality (0.0, 0.0,0.0, 0.0)% and textbook outcome (12.5,24.3,0,0)%.

conclusionsThe present study established the first global benchmark values for R-LR. It provided an up-to-date reference of best achievable outcomes for auditing and benchmarking.

Indexed as

benchmarkglobalhepatectomyliver resectionrobotic

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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.