Evidence map›Paper›PMID 42645344›Full record

ArticleSurgical endoscopy2026

Learning curve-associated safety in minimally invasive esophagectomy using a time-based supervisory takeover strategy: a propensity score-weighted analysis of 603 VATS procedures.

Tetsuya Abe, Eiji Higaki, Takahiro Hosoi, Kosuke Inada, Kotaro Ozaki, Hironori Fujieda, Takuya Nagao, Byonggu An, Junpei Yamaguchi, Koji Komori and 1 more

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Article in Surgical endoscopy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Tetsuya AbeDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan. tabe@aichi-cc.jp.ORCID http://orcid.org/0000-0002-6976-9753
Eiji HigakiDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Takahiro HosoiDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Kosuke InadaDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Kotaro OzakiDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Hironori FujiedaDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Takuya NagaoDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Byonggu AnDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Junpei YamaguchiDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Koji KomoriDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.
Seiji ItoDepartment of Gastroenterological Surgery, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMinimally invasive esophagectomy (MIE) is technically demanding with a prolonged learning curve, yet training opportunities must be preserved at high-volume centers without compromising patient safety. Whether supervised trainee participation under a structured, protocol-based curriculum with predefined intraoperative checkpoints can maintain perioperative and long-term oncological outcomes remains uncertain.

methodsThis retrospective cohort study was conducted including 603 consecutive patients undergoing video-assisted thoracoscopic esophagectomy (VATS) between 2015 and 2024 at a high-volume cancer center. Patients were categorized into supervisor-only and trainee-involved groups under a structured, protocol-based training system incorporating predefined intraoperative pacing and supervisor takeover criteria. Nine trainees participated over the study period; five completed ≥3 years of structured training (long-term trainees) and four were in-training (< 3 years). A stabilized inverse probability of treatment weighting (IPTW) approach was applied. The primary outcome was Textbook Outcome (TO). Secondary outcomes included postoperative complications and long-term survival.

resultsAfter IPTW adjustment, baseline characteristics were well balanced. Trainee participation was not associated with inferior TO achievement (adjusted OR 1.15, 95% CI 0.82-1.60). No significant differences were observed in anastomotic leakage, pneumonia, recurrent laryngeal nerve palsy, or 90-day mortality. Overall survival and progression-free survival were equivalent between groups. Intraoperative supervisor takeover occurred in 16.1% of trainee cases (n = 51), all prompted by failure to meet a predefined step-level pacing checkpoint. Among long-term trainees, all five (100%) achieved the 300-min reference level, three of five (60%) achieved the 240-min level, and all obtained national endoscopic surgical skill certification. None of the four in-training trainees met either level.

conclusionsStructured supervision with predefined intraoperative checkpoints in VATS esophagectomy was not associated with inferior perioperative or long-term outcomes. Long-term trainees within a protocol-based framework achieved operative benchmarks and endoscopic surgical skill certification, supporting safety of a protocol-based supervisory takeover strategy during the learning curve of minimally invasive esophagectomy.

Indexed as

CUSUM analysisLearning curveMinimally invasive esophagectomyPatient safetyPropensity score weightingSurgical trainingTextbook outcomeVideo-assisted thoracoscopic surgery

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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.