ArticleFrontiers in oncology2022
Learning Curve of Robotic-Assisted Total Mesorectal Excision for Rectal Cancer.
Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 of them syntheses that pooled it.
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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.
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.
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Who cites it
19 citing papers in PubMed, 2 syntheses or guidelines pooled it, 25 citations in OpenAlex.
- The Multi-Dimensional Learning Curve in Robotic-Assisted vs. Laparoscopic Rectal Cancer Resection: A Systematic Review of Procedural Efficiency, Pathological Integrity, and Ergonomic Impact.Journal of robotic surgery · 2026Pooled it
- Learning curve for lateral lymph node dissection in rectal cancer - a systematic review of literature.Techniques in coloproctology · 2025Pooled it
- Double-stapled intracorporeal anastomosis for minimally invasive right and left colectomies: a standardized technical approach.Surgical endoscopy · 2026Article
- Safe Implementation of Robotic Colorectal Surgery: Balancing Surgical Training and Patient Safety with the Dual-Console System.Journal of clinical medicine · 2026Article
- How safe is teaching of highly specialized rectal surgery? A propensity score-matched 10-year cohort study.Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland · 2026Article
- Initial adaptation to robotic rectal cancer surgery using the hinotori surgical robot system: a CUSUM analysis of certified proctor surgeons.Journal of robotic surgery · 2026Article
- Laparoscopic Colorectal Surgery in the Era of Robotics: Evolution, Eclipse, or Equilibrium?Annals of gastroenterological surgery · 2026Review
- Effects of multimodal prehabilitation on surgery outcomes: prospective stepped-wedge, hospital-wide implementation study.The British journal of surgery · 2026Article
- Learning curve for robot-assisted rectal resection using the hinotori™ surgical robot system: a risk-adjusted cumulative sum analysis in a surgical team without prior robotic surgery experience.Journal of robotic surgery · 2026Article
- Machine learning-based risk modeling for safety-focused learning curve assessment in robotic left-sided colorectal cancer surgery.Journal of robotic surgery · 2026Article
- Mastering the robot-assisted pyeloplasty learning curve: analysis of operative efficiency, safety, and functional outcomes.Journal of robotic surgery · 2025Article
- Clinical significance of robot-assisted laparoscopic surgery for rectal cancer: a retrospective propensity score matching analysis.Langenbeck's archives of surgery · 2025Article
- Article
- Robotic intersphincteric resection for low rectal cancer: a cumulative sum analysis for the learning curve.Surgery today · 2024Article
- Learning Curve for Robotic Colorectal Surgery.Cancers · 2024Review
- Article
- Feasibility and safety of minimally invasive multivisceral resection for T4b rectal cancer: A 9-year review.World journal of gastrointestinal surgery · 2024Article
- World-first report of low anterior resection for rectal cancer with the hinotori™ Surgical Robot System: a case report.Surgical case reports · 2023Article
- We Asked the Experts: Surgical Approach to Low Rectal Cancer-Where Innovation Happens.World journal of surgery · 2023Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Although some studies have assessed the learning curve of robotic-assisted total mesorectal excision for rectal cancer, most studies included limited sample sizes, no study used postoperative complications as an independent variable to analyze the learning curve of robotic rectal surgery, and no study evaluated the influence of the learning curve on long-term oncologic outcomes. Methods: Clinical data on consecutive patients who underwent robotic-assisted total mesorectal excision for rectal cancer by a single surgeon between January 2015 and December 2018 at the First Affiliated Hospital of Nanchang University were retrospectively collected. The cumulative sum (CUSUM) and risk-adjusted cumulative sum (RA-CUSUM) were used to visualize the learning curve of operation time and postoperative complications (CD ≥ grade II). Comparisons of clinical outcomes at different learning phases analyzed by RA-CUSUM were performed after propensity score matching. Results: A total of 389 consecutive patients were included in the analysis. The numbers of patients needed to overcome the learning curves of operation time and postoperative complications of robotic-assisted laparoscopic surgery for rectal cancer were 34 and 36, respectively. The learning process was divided into two phases based on RA-CUSUM: the learning phase (1st-36th cases) and the mastery phase (37th-389th cases). Before matching, the mastery phase had more patients with older age, lower tumor location, and neoadjuvant therapy. After matching, the two phases exhibited similar characteristics. The operation time, intraoperative blood loss, postoperative hospital stay, and postoperative complications in the mastery phase were reduced compared with the learning phase, with a median follow-up of 35 months, and the long-term oncologic outcomes were not significantly different between the two phases. Conclusions: An experienced laparoscopic surgeon initially implements robotic-assisted total mesorectal excision for rectal cancer, surgical outcomes improved after 36 cases, and the learning curve seemingly did not have an obvious impact on long-term oncologic outcomes.
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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.