Evidence map›Paper›PMID 37378968›Full record

ArticleJAMA surgery2023

Learning Curves of Minimally Invasive Distal Pancreatectomy in Experienced Pancreatic Centers.

Sanne Lof, Linda Claassen, Gerjon Hannink, Bilal Al-Sarireh, Bergthor Björnsson, Ugo Boggi, Fernando Burdio, Giovanni Butturini, Giovanni Capretti, Riccardo Casadei and 33 more

Open access · greenAbstract read
In one paragraph

Article in JAMA surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 3 pooled it
7.4field-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

27 citing papers in PubMed, 3 syntheses or guidelines pooled it, 32 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

43 authors at 20 institutions in 10 countries.

Sanne LofAmsterdam UMC, Department of Surgery, University of Amsterdam, the Netherlands.
Linda ClaassenDepartment of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands.
Gerjon HanninkDepartment of Operating Rooms, Radboud University Medical Center, Nijmegen, the Netherlands.
Bilal Al-SarirehDepartment of Surgery, Morriston Hospital, Swansea, United Kingdom.
Bergthor BjörnssonDepartment of Surgery in Linköping and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
Ugo BoggiDivision of General and Transplant Surgery, University of Pisa, Italy.
Fernando BurdioDepartment of Surgery, Hospital del Mar, Barcelona, Spain.
Giovanni ButturiniDepartment of Surgery, Pederzoli Hospital, Peschiera, Italy.
Giovanni CaprettiDepartment of Surgery, Humanitas University and IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
Riccardo CasadeiDepartment of Surgery, S Orsola-Malpighi Hospital, Bologna, Italy.
Safi DokmakDepartment of HPB Surgery and Liver Transplantation, Beaujon Hospital, Clichy, France.
Bjørn EdwinThe Intervention Center and Department of Hepatobiliary and Pancreatic Surgery, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Norway.
Alessandro EspositoDepartment of General and Pancreatic Surgery, Pancreas Institute, Verona University Hospital, Verona, Italy.
Jean M FabreDepartment of Surgery, Saint-Éloi Hospital, Montpellier, France.
Giovanni FerrariDepartment of Oncologic and Minimally Invasive Surgery, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Asmund A FretlandThe Intervention Center and Department of Hepatobiliary and Pancreatic Surgery, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Norway.
Fadhel S FtéricheDepartment of HPB Surgery and Liver Transplantation, Beaujon Hospital, Clichy, France.
Giuseppe K FusaiDivision of Surgery and Interventional Science, Royal Free London NHS Foundation Trust, London, United Kingdom.
Alessandro GiardinoDepartment of Surgery, Pederzoli Hospital, Peschiera, Italy.
Bas Groot KoerkampDepartment of Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
Mathieu D'HondtDepartment of Digestive and Hepatobiliary/Pancreatic Surgery, AZ Groeninge Hospital, Kortrijk, Belgium.
Asif JahDepartment of Hepato-Pancreato-Biliary Surgery and Transplantation, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom.
Sivesh K KamarajahDepartment of Surgery, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle, United Kingdom.
Emanuele F KauffmannDivision of General and Transplant Surgery, University of Pisa, Italy.
Tobias KeckDepartment of Surgery, University Medical Centre Schleswig-Holstein, Campus Lübeck, Germany.
Stijn van LaarhovenDepartment of Hepato-Pancreato-Biliary Surgery and Transplantation, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom.
Alberto ManzoniDepartment of Surgery, Fondazione Poliambulanza-Istituto Ospedaliero, Brescia, Italy.
Marco V MarinoDepartment of Emergency and General Surgery, Azienda Ospedaliera Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy.
Ravi MarudanayagamDepartment of Surgery, Queen Elizabeth Hospital, University Hospitals of Birmingham NHS Trust, Birmingham, United Kingdom.
Izaak Q MolenaarDepartment of Surgery, UMC Utrecht Cancer Center, University Medical Center Utrecht, the Netherlands.
Patrick PessauxDepartment of Viscerale and Digestive Surgery, Nouvel Hôpital Civil-IHU-Strasbourg, Institute of Image-Guided Surgery, Strasbourg, France.
Edoardo RossoDepartment of Surgery, Centre Hospitalier de Luxembourg, Luxembourg.
Roberto SalviaDepartment of General and Pancreatic Surgery, Pancreas Institute, Verona University Hospital, Verona, Italy.
Zahir SoonawallaDepartment of Surgery, Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom.
Regis SoucheDepartment of Surgery, Saint-Éloi Hospital, Montpellier, France.
Steven WhiteDepartment of Surgery, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle, United Kingdom.
Frans van WorkumDepartment of Surgery, Canisius Wilhelmina Ziekenhuis, Nijmegen, the Netherlands.
Alessandro ZerbiDepartment of Surgery, Humanitas University and IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
Camiel RosmanDepartment of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands.
Martijn W J StommelDepartment of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands.
Mohammed Abu HilalDepartment of Surgery, Fondazione Poliambulanza-Istituto Ospedaliero, Brescia, Italy.
Marc G BesselinkAmsterdam UMC, Department of Surgery, University of Amsterdam, the Netherlands.
European Consortium on Minimally Invasive Pancreatic Surgery (E-MIPS)
Radboud University Nijmegen · NLCambridge University Hospitals NHS Foundation Trust · GBFondazione Poliambulanza Istituto Ospedaliero · ITHôpital Beaujon · FRHôpital Saint Eloi · FRNewcastle upon Tyne Hospitals NHS Foundation Trust · GBUniversity of Oslo · NOUniversity of Pisa · ITUniversity of Verona · ITAmsterdam University Medical Centers · NLAZ Groeninge · BEAzienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano Niguarda · ITCanisius-Wilhelmina Ziekenhuis · NLCentre Hospitalier de Luxembourg · LUErasmus MC Cancer Institute · NLHospital Del Mar · ESHumanitas University · ITInstitut de Chirurgie Guidée par l'Image · FRIRCCS Humanitas Research Hospital · ITLinköping University · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Understanding the learning curve of a new complex surgical technique helps to reduce potential patient harm. Current series on the learning curve of minimally invasive distal pancreatectomy (MIDP) are mostly small, single-center series, thus providing limited data. Objective: To evaluate the length of pooled learning curves of MIDP in experienced centers. Design, Setting, and Participants: This international, multicenter, retrospective cohort study included MIDP procedures performed from January 1, 2006, through June 30, 2019, in 26 European centers from 8 countries that each performed more than 15 distal pancreatectomies annually, with an overall experience exceeding 50 MIDP procedures. Consecutive patients who underwent elective laparoscopic or robotic distal pancreatectomy for all indications were included. Data were analyzed between September 1, 2021, and May 1, 2022. Exposures: The learning curve for MIDP was estimated by pooling data from all centers. Main Outcomes and Measures: The learning curve was assessed for the primary textbook outcome (TBO), which is a composite measure that reflects optimal outcome, and for surgical mastery. Generalized additive models and a 2-piece linear model with a break point were used to estimate the learning curve length of MIDP. Case mix-expected probabilities were plotted and compared with observed outcomes to assess the association of changing case mix with outcomes. The learning curve also was assessed for the secondary outcomes of operation time, intraoperative blood loss, conversion to open rate, and postoperative pancreatic fistula grade B/C. Results: From a total of 2610 MIDP procedures, the learning curve analysis was conducted on 2041 procedures (mean [SD] patient age, 58 [15.3] years; among 2040 with reported sex, 1249 were female [61.2%] and 791 male [38.8%]). The 2-piece model showed an increase and eventually a break point for TBO at 85 procedures (95% CI, 13-157 procedures), with a plateau TBO rate at 70%. The learning-associated loss of TBO rate was estimated at 3.3%. For conversion, a break point was estimated at 40 procedures (95% CI, 11-68 procedures); for operation time, at 56 procedures (95% CI, 35-77 procedures); and for intraoperative blood loss, at 71 procedures (95% CI, 28-114 procedures). For postoperative pancreatic fistula, no break point could be estimated. Conclusion and Relevance: In experienced international centers, the learning curve length of MIDP for TBO was considerable with 85 procedures. These findings suggest that although learning curves for conversion, operation time, and intraoperative blood loss are completed earlier, extensive experience may be needed to master the learning curve of MIDP.

Indexed as

LaparoscopyPancreatic NeoplasmsSurgeonsBlood Loss, SurgicalFemaleHumansLearning CurveMaleMiddle AgedPancreatectomyPancreatic FistulaPostoperative ComplicationsRetrospective StudiesTreatment Outcome

Identifiers

PMID37378968
PMCPMC10308297
OpenAlexW4382344467

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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.