Evidence map›Paper›PMID 40919492›Full record

ArticleJournal of experimental orthopaedics2025

Short learning curve associated with robotic total knee arthroplasty: A retrospective study.

Alexandre Le Guen, Antoine Mouton, Guillaume Auberger, Vincent Le Strat, Simon Marmor, Thomas Aubert

Abstract read
In one paragraph

Article in Journal of experimental orthopaedics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Personalized alignment in total knee arthroplasty reduces patellar tilt: A retrospective study.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2026
    Article
  4. Review
  5. Review
  6. Article
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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

6 authors.

Alexandre Le GuenDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.ORCID https://orcid.org/0009-0000-4249-5329
Antoine MoutonDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.
Guillaume AubergerDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.ORCID https://orcid.org/0000-0002-2314-4133
Vincent Le StratDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.
Simon MarmorDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.ORCID https://orcid.org/0000-0003-4095-4821
Thomas AubertDepartment of Orthopaedic Surgery Groupe Hospitalier Diaconesses Croix Saint-Simon Paris France.ORCID https://orcid.org/0000-0003-0378-8764

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Robotic-assisted total knee arthroplasty (RA-TKA), which is increasingly used to improve surgical precision, can face adoption difficulties due to a learning curve marked by longer operating times. The aim of this study was to evaluate the learning curve associated with the VELYS™ robot in five surgeons from the same centre with different annual arthroplasty volumes using navigated assistance with personalised alignment. The primary aim was to assess the learning curve for each surgeon. Secondary aims were to identify the factors associated with extended operative times. Methods: In this retrospective comparative study, 367 patients who underwent primary TKA between January and December 2024 were included, comprising 149 with robotic assistance and 218 with navigated assistance. The surgical learning curve, based on skin-to-skin operating time, was assessed using the cumulative summation method. Five surgeons were evaluated: two high-volume surgeons (>150 TKAs per year), a medium-volume surgeon (between 50 and 150) and two low-volume surgeons (<50). Pre- and intra-operative data (age, gender, body mass index, American Society of Anesthesiologists score, pre-operative hip-knee-ankle, range of motion, approach, size and implant constraint and type of assistance) were collected to identify extended operative time factors. Results: The learning curve was reached after performing between 4 and 11 cases (11 procedures for surgeon no. 1, 4 for surgeon no. 2, 6 for surgeon no. 3, 4 for surgeon no. 4 and 4 for surgeon no. 5). The robotic operating time was 57.1 min compared to 54.1 min ( Conclusion: The learning curve associated with VELYS™ was between 4 and 11 procedures. The small increase in operative time compared to navigation should not be a barrier to its adoption. Level of Evidence: Level III, case-control retrospective analysis.

Indexed as

learning curvesurgical roboticstotal knee arthroplasty

Identifiers

PMID40919492
PMCPMC12409472

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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.