Evidence map›Paper›PMID 41719249›Full record

ArticlePloS one2026

Improving the learning curve in monoportal endoscopic lumbar surgery: Development and validation of a porcine training model.

Laura Olías-Ortiz, Rafael Llombart-Blanco, Gloria Abizanda-Sarasa, Isabel Lacave-Mas, Carmen Valverde-Gestoso, Matías Alfonso-Olmos

Abstract readValidation Study
In one paragraph

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

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

6 authors.

Laura Olías-OrtizOrthopaedic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain.ORCID https://orcid.org/0009-0005-2036-3049
Rafael Llombart-BlancoOrthopaedic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain.ORCID https://orcid.org/0000-0002-8790-0428
Gloria Abizanda-SarasaProgram of Regenerative Medicine, Centre for Applied Medical Research (CIMA), Universidad de Navarra, Pamplona, Spain.
Isabel Lacave-MasExperimental Surgical Area. Clínica Universidad de Navarra, Pamplona, Spain.
Carmen Valverde-GestosoOrthopaedic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain.
Matías Alfonso-OlmosOrthopaedic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain.ORCID https://orcid.org/0000-0001-5824-0857

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

STUDY

designExperimental animal study. PURPOSE: Endoscopic spine surgery (ESS) has gained substantial traction globally. Proficiency in ESS demands a steep learning curve and rigorous technical training. This study aims to develop and validate a porcine model as a high-fidelity, reproducible platform for hands-on training in lumbar endoscopic procedures.

methodsThirteen skeletally mature hybrid pigs (Landrace x Large White) underwent lumbar endoscopic decompression via a transforaminal approach at L4-L5 and an interlaminar approach at L5-L6. Specific procedural modifications were introduced to optimize anatomical correlation and surgical ergonomics. Following a seven-day postoperative period, necropsies were performed to evaluate procedural outcomes and adverse events. Operative times, intraoperative events, and postoperative outcomes were systematically recorded.

resultsEndoscopic decompression was successfully completed in all specimens. Mean operative time was 134.7 ± 32.3 minutes. Intraoperative complications occurred in 4 animals (30.8%): uncontrollable epidural bleeding (case 1), dural tear (case 7), technically difficult transforaminal access in a low-weight pig (33.8 kg, case 8), and a complex interlaminar approach leading to spinal cord injury (case 13). One additional animal (case 4) developed paraplegia without structural findings at necropsy, attributed to intraoperative positioning. Necropsy revealed asymptomatic epidural hematomas in three cases (9, 11, 12). Three animals (23.1%) required early euthanasia based on humane criteria. A significant learning curve effect was demonstrated, with operative time decreasing over the series (ρ = -0.73, p = 0.004).

conclusionsThe porcine lumbar spine provides a reliable and anatomically valid model for ESS training. Awareness of species-specific anatomy, specimen size, and positioning is essential to maximize reproducibility and safety.

Indexed as

Decompression, SurgicalEndoscopyLearning CurveLumbar VertebraeAnimalsFemaleModels, AnimalOperative TimeSwine

Identifiers

PMID41719249
PMCPMC12923027

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.