ArticleJAMA surgery2023
Learning Curves of Minimally Invasive Distal Pancreatectomy in Experienced Pancreatic Centers.
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.
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Who cites it
27 citing papers in PubMed, 3 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- Intraoperative and Postoperative Outcomes of Minimally Invasive Versus Open Distal Pancreatectomy for Pancreatic Ductal Adenocarcinoma: A Systematic Review and Meta-Analysis.Annals of surgical oncology · 2025Pooled it
- Systematic review and meta-analysis of the learning curve and mentoring in robotic pancreatectomy: transitioning from novice to expert robotic surgeon.Journal of robotic surgery · 2025Pooled it
- Comparison of the perioperative outcomes of robotic vs. open distal pancreatectomy: a meta-analysis of propensity-score-matched studies.Frontiers in surgery · 2025Pooled it
- Robot-assisted pancreatic necrosectomy for infected pancreatic necrosis secondary to severe acute pancreatitis: a single-center retrospective cohort study.Journal of robotic surgery · 2026Article
- Competency, Proficiency, and Mastery: Learning Curves for Robotic Distal Pancreatectomy at 16 International Expert Centers.Annals of surgery · 2026Article
- Influence of Surgical Technique and Surgical Skill on Outcomes of Cleft Palate Repair.Plastic and reconstructive surgery · 2026Observational
- A risk-based framework to support conversion decision-making during minimally invasive left pancreatectomy: results from a multicentre registry.Updates in surgery · 2026Article
- Microscopic vs. exoscopic transsphenoidal surgery for rathke's cleft cyst- a retrospective single center study.Neurosurgical review · 2026Article
- Defining and predicting textbook outcomes in laparoscopic distal pancreatectomy.World journal of gastroenterology · 2026Article
- Predictors of achieving a textbook outcome following robotic left-sided pancreatectomy: multicentre analysis.BJS open · 2025Article
- Is Kangduo robotic distal pancreatectomy more economically efficient and effective in postoperative outcomes compared to laparoscopic surgery? A propensity-matched analysis.Journal of robotic surgery · 2025Article
- Learning curve and perioperative outcomes of robotic-assisted distal pancreatectomy: a single-center study.Journal of robotic surgery · 2025Article
- From open to robotic distal pancreatectomy: the learning curve and mastering benchmark outcomes in a Scandinavian high volume center.Langenbeck's archives of surgery · 2025Article
- Perioperative Outcomes in Robotic, Laparoscopic, and Open Distal Pancreatectomy: A Network Meta-Analysis and Meta-Regression.Cancers · 2025Article
- The Landmark Series: Minimally Invasive Pancreatic Resection for Ductal Adenocarcinoma, Updates, Trends, and Future Considerations.Annals of surgical oncology · 2025Review
- Surgical and Oncologic Outcomes of Tumescence and Sharp Dissection Versus Electrocautery Dissection in Minimal-Access Nipple-Sparing Mastectomy with Immediate Prosthesis Breast Reconstruction: A Real-World Retrospective Cohort Study.Annals of surgical oncology · 2025Article
- International validation of the distal pancreatectomy fistula risk score: evaluation in minimally invasive and open surgery.Surgical endoscopy · 2025Article
- Institutional learning curve and factors of prolonged operation time of robotic distal pancreatectomy: An analysis of an initial 117 cases.Annals of gastroenterological surgery · 2025Article
- Clinical efficacy and learning curve analysis of 101 robotic-assisted Warshaw procedures: a retrospective study.Surgical endoscopy · 2025Article
- Surgical and Oncological Outcomes of Minimally Invasive Left Pancreatectomy for Pancreatic Cancer: Robotic vs. Laparoscopic Approach.Current oncology (Toronto, Ont.) · 2025Article
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Authors and funding
43 authors at 20 institutions in 10 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.