Evidence map›Paper›PMID 42834553›Full record

Observational studyAnnals of transplantation2026

Learning Curve and Outcomes of Pure Laparoscopic Donor Major Hepatectomy Performed by Fellowship-Trained Surgeons: Cumulative Sum and Propensity Score Matching Analysis.

Chan Woo Cho, Namkee Oh, Jinsoo Rhu, Kyeong Sik Kim, Do Hyeon Lee, Hyoung Joo Kim, Gyu-Seong Choi

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Annals of transplantation, 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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0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Chan Woo ChoDepartment of Surgery, Yeungnam University College of Medicine, Daegu, South Korea.ORCID 0000-0002-3546-8442
Namkee OhDepartment of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
Jinsoo RhuDepartment of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
Kyeong Sik KimDepartment of Surgery, Hanyang University School of Medicine, Seoul, South Korea.
Do Hyeon LeeDepartment of Surgery, Yeungnam University College of Medicine, Daegu, South Korea.ORCID 0000-0002-8048-3967
Hyoung Joo KimDepartment of Surgery, Yeungnam University College of Medicine, Daegu, South Korea.
Gyu-Seong ChoiDepartment of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND Pure laparoscopic donor major hepatectomy (PLDMH) offers important advantages for donors but has largely been restricted to expert surgeons. Evidence on fellowship-trained surgeons (FTSs) performing PLDMH after structured training is limited. This study evaluated donor safety and operative efficiency of FTSs using propensity score matching (PSM) and cumulative sum (CUSUM) analysis. MATERIAL AND METHODS We retrospectively reviewed 517 consecutive PLDMHs from 3 centers, including 1 expert surgeon (n = 462) and 3 FTSs (n = 55). FTSs underwent a structured, phase-task-based training program; 2 received short-term on-site proctorship for initial cases. To reduce baseline differences, we applied 1: 3 propensity score matching (PSM) between FTS and expert cases. Donor and recipient characteristics were balanced. Learning curves were assessed using risk-adjusted CUSUM for major donor complications and residual CUSUM for operative time. RESULTS After PSM, 55 FTS cases were matched to 165 expert cases. Major donor complications were comparable (5.5% vs 4.2%, P=0.714) and no case required conversion to open surgery. Donor operative time was longer in the FTS group (338±102 vs 220±44 minutes, P<0.001). Recipient biliary leakage was more frequent in the FTS group (18.2% vs 8.5%, P=0.046), whereas other outcomes were similar after matching. Risk-adjusted CUSUM demonstrated stabilization of donor safety within 8 to 10 cases per FTS, while operative efficiency stabilized after 6 to 15 cases. CONCLUSIONS FTSs demonstrated acceptable donor safety outcomes under structured training conditions, with operative performance showing a trend toward improvement after approximately 10 to 15 cases.

Indexed as

HepatectomyLaparoscopyLearning CurveLiver TransplantationLiving DonorsSurgeonsAdultClinical CompetenceFellowships and ScholarshipsFemaleHumansMaleMiddle AgedOperative TimePropensity ScoreRetrospective Studies

Identifiers

PMID42834553
PMCPMC13653483

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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.