ArticleEuropean urology oncology2024
Positive Surgical Margins After Anterior Robot-assisted Radical Prostatectomy: Assessing the Learning Curve in a Multi-institutional Collaboration.
Article in European urology oncology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 13 citations in OpenAlex.
- Label-free navigation system for grading prostate tumour malignancy in situ via tissue pH and prostate-specific antigen activity.Nature biomedical engineering · 2026Article
- Structured robotic surgery training in Germany: a five-year evaluation of the German curriculum for robot-assisted radical prostatectomy.Journal of robotic surgery · 2026Article
- Evaluating learning curves and robotic skill transfer to hinotori™: CUSUM analysis after complete platform conversion in radical prostatectomy.World journal of urology · 2026Article
- ASO Author Reflections: Advancing AI-Based Surgical Phase Recognition in Robot-Assisted Radical Prostatectomy.Annals of surgical oncology · 2026Article
- Artificial-Intelligence-based Surgical Phase Recognition in Robot-Assisted Radical Prostatectomy and Cross-Surgeon Validation.Annals of surgical oncology · 2026Article
- Advances in NIR-II Fluorescence Laparoscopy for Precision Diagnosis and Theranostics of Urological Oncology.International journal of nanomedicine · 2026Review
- Microscopic positive surgical margins in robotic thyroidectomy: does robotic approach make a difference?Journal of robotic surgery · 2025Article
- Unveiling predictors of positive surgical margins in Retzius-sparing and anterograde robot-assisted radical prostatectomy: insights from a dual-centre learning curve experience.Journal of robotic surgery · 2025Article
- Global trends and hotspots in the learning curves of robotic-assisted surgery: a bibliometric and visualization analysis.Journal of robotic surgery · 2025Review
- Impact of prior robotic surgical expertise on the results of Hugo RAS radical prostatectomy: a propensity score-matched comparison between Da Vinci-expert and non-Da Vinci-expert surgeons.World journal of urology · 2025Article
- Robotic vs laparoscopic radical prostatectomy: the impact of surgeon volume on surgical margins and quality of life.American journal of cancer research · 2025Article
- Extraperitoneal Robot-Assisted Radical Prostatectomy with the Hugo™ RAS System: Initial Experience at a High-Volume Robotic Centre.Journal of clinical medicine · 2024Article
- Robot-Assisted Radical Prostatectomy (RARP) Trifecta Learning Curve for Surgeons with Previous Experience in Laparoscopy.Medicina (Kaunas, Lithuania) · 2024Article
- Clinical Outcomes and Cost-effectiveness between the Sentire® and da Vinci® systems in Robot-assisted Radical Prostatectomy.International braz j urol : official journal of the Brazilian Society of UrologyArticle
Corrections and comments
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Authors and funding
24 authors at 16 institutions in 6 countries.
Funding
Abstract
backgroundThe learning curve for robot-assisted radical prostatectomy (RARP) remains controversial, with prior studies showing that, in contrast with evidence on open and laparoscopic radical prostatectomy, biochemical recurrence rates of experienced versus inexperienced surgeons did not differ.
objectiveTo characterize the learning curve for positive surgical margins (PSMs) after RARP. DESIGN, SETTING, AND
participantsWe analyzed the data of 13 090 patients with prostate cancer undergoing RARP by one of 74 surgeons from ten institutions in Europe and North America between 2003 and 2022. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Multivariable models were used to assess the association between surgeon experience at the time of each patient's operation and PSMs after surgery, with adjustment for preoperative prostate-specific antigen level, grade, stage, and year of surgery. Surgeon experience was coded as the number of robotic radical prostatectomies done by the surgeon before the index patient's operation. RESULTS AND LIMITATIONS: Overall, 2838 (22%) men had PSMs on final pathology. After adjusting for case mix, we found a significant, nonlinear association between surgical experience and probability of PSMs after surgery, with a lower risk of PSMs for greater surgeon experience (p < 0.0001). The probabilities of PSMs for a patient treated by a surgeon with ten, 250, 500, and 2000 prior robotic procedures were 26%, 21%, 18%, and 14%, respectively (absolute risk difference between ten and 2000 procedures: 11%; 95% confidence interval: 9%, 14%). Similar results were found after stratifying patients according to extracapsular extension at final pathology. Results were also unaltered after excluding surgeons who had moved between institutions.
conclusionsWhile we characterized the learning curve for PSMs after RARP, the relative contribution of surgical learning to the achievement of optimal outcomes remains controversial. Future investigations should focus on what experienced surgeons do to avoid positive margins and should explore the relationship between learning, margin rate, and biochemical recurrence. Understanding what margins affect recurrence and whether these margins are trainable or a result of other factors may shed light on where to focus future efforts in surgical education. PATIENT SUMMARY: In patients receiving robotic radical prostatectomy for prostate cancer, we characterized the learning curve for positive margins. The risk of surgical margins decreased progressively with increasing experience, and plateaued around the 500th procedure. Understanding what margins affect recurrence and whether these margins are trainable or a result of other factors has implications for surgeons and patients, and it may shed light on where to focus future efforts in surgical education.
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Registered trials
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.