Evidence map›Paper›PMID 40360940›Full record

ArticleJournal of robotic surgery2025

Institutional proficiency and learning curves in robotic-assisted thoracoscopic surgery: a single-center retrospective analysis using the cumulative sum method.

Tsuyoshi Uchida, Hirochika Matsubara, Chihiro Tando, Koshi Mobara, Mamoru Muto, Aya Sugimura, Hiroyuki Nakajima

Abstract read
In one paragraph

Article in Journal of robotic surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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

3 citing papers in PubMed.

  1. Observational
  2. Review
  3. Observational
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Tsuyoshi UchidaDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan. lucino813@gmail.com.ORCID http://orcid.org/0000-0002-5462-6565
Hirochika MatsubaraDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.
Chihiro TandoDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.
Koshi MobaraDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.
Mamoru MutoDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.
Aya SugimuraDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.
Hiroyuki NakajimaDepartment of Thoracic Surgery, Yamanashi University, Chuo, Yamanashi, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robot-assisted thoracoscopic surgery (RATS) has advanced the field of minimally invasive thoracic surgery. Its learning curve is reportedly shorter than that of video-assisted thoracoscopic surgery. However, few studies have examined how institutional proficiency evolves with the introduction of new surgeons and how this transition impacts surgical outcomes in RATS. This single-center retrospective study, conducted at a university hospital in Japan, included 154 patients who underwent RATS lobectomy between November 2018 and May 2024. The study population consisted of four thoracic surgeons at different stages of RATS experience. Operative metrics and learning curves were evaluated using the cumulative sum method. Trends in operating time, console time, blood loss, and non-console time were analyzed to assess surgeon-specific performance, and complications, if any, were recorded. The mean operating time was 206.5 min, console time was 153.3 min, and mean blood loss was 23.9 g. The lead surgeon demonstrated a typical upward convex learning curve, whereas subsequent surgeons showed smaller peaks. Non-console time increased during transitions between surgeons. Postoperative complications occurred in 13 patients, none of whom required conversion to thoracotomy. Mechanical malfunctions were noted in 11 cases and were resolved without significant delays. This study demonstrated that introducing new surgeons did not compromise institutional proficiency, indicating effective skill transfer. Optimizing training strategies to reduce early inefficiencies remains an important goal. In conclusion, structured training and workflow support may help maintain institutional proficiency during the expansion of RATS programs. Further prospective studies are recommended to validate training models and promote consistent surgical outcomes.

Indexed as

Clinical CompetenceLearning CurvePneumonectomyRobotic Surgical ProceduresThoracic Surgery, Video-AssistedAgedBlood Loss, SurgicalFemaleHumansJapanMaleMiddle AgedOperative TimePostoperative ComplicationsRetrospective StudiesSurgeonsLearning curveRobot-assisted thoracoscopic surgerySkill transfer

Identifiers

PMID40360940
PMCPMC12075338

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Registered trials

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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.