Evidence map›Paper›PMID 41826935›Full record

Trial reportBMC medical education2026

Simulation training for invasive cardiovascular procedures: the Heart-SIMS-1 randomized trial.

Manuel Oliveira-Santos, Cláudio Guerreiro, Bárbara Lobo, Ana Vera Marinho, João Borges-Rosa, Jorge Guardado, Eduardo Oliveira Santos, Marco Costa, Lino Gonçalves, Richard Bogle and 4 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06224101 (Heart-SIMS1), which is not on this 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.

NCT06224101 nacompletednot on this map

Heart-SIMS1: Simulation Training For Invasive Cardiovascular Procedures

TypeinterventionalSponsorUniversity of CoimbraRan2023 to 2024Enrolled29ConditionsCoronary Artery DiseaseArmsSimulation-based training
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

14 authors.

Manuel Oliveira-SantosServiço de Cardiologia, Unidade Local de Saúde de Coimbra, Coimbra, Portugal. manuel_ol_santos@hotmail.com.
Cláudio GuerreiroServiço de Cardiologia, Unidade Local de Saúde de Gaia/Espinho, Vila Nova de Gaia, Portugal.
Bárbara LoboFaculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal.
Ana Vera MarinhoServiço de Cardiologia, Unidade Local de Saúde de Coimbra, Coimbra, Portugal.
João Borges-RosaServiço de Cardiologia, Unidade Local de Saúde de Coimbra, Coimbra, Portugal.
Jorge GuardadoUnidade Cardiovascular, UCARDIO, Riachos, Portugal.
Eduardo Oliveira Santos3D CardioSolutions, Coimbra, Portugal.
Marco CostaServiço de Cardiologia, Unidade Local de Saúde de Coimbra, Coimbra, Portugal.
Lino GonçalvesServiço de Cardiologia, Unidade Local de Saúde de Coimbra, Coimbra, Portugal.
Richard BogleDepartment of Cardiology, St George's, Epsom & St Helier University Hospitals NHS Trust, Surrey, United Kingdom.
Dariusz DudekInstitute of Cardiology, Jagiellonian University Medical College, Krakow, Poland.
Gustavo Pires-MoraisServiço de Cardiologia, Unidade Local de Saúde de Gaia/Espinho, Vila Nova de Gaia, Portugal.
João Silva Marques3D CardioSolutions, Coimbra, Portugal.
Arif A KhokharRigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundsInterventional cardiology training has a long learning curve, with potential procedural risks to patients and clinicians. We aimed to assess whether mentored simulation-based training with 3D-printed models can improve the skills of beginners in coronary diagnostic procedures in a pilot randomized trial.

methodsTwenty-nine final-year medical students recruited from a single University were lectured on the fundamentals of invasive coronary angiography (ICA) for one-hour, and then randomized to conventional or simulation training. Conventional training (n = 15) consisted of watching a 20-minute video demonstrating ICA steps performed in a 3D-printed coronary simulator. The simulation training group (n = 14) were offered, in pairs, the same content in a 20-minute hands-on session using a 3D-printed simulator. The co-primary endpoint was efficacy and safety of performing a simulated ICA in the angiography suite. Efficacy and safety were graded using a 13-point procedural checklist (0-100%) and the identification of five procedural “red flags” items, respectively. The secondary endpoint was theoretical knowledge (multiple-choice test).

resultsAll participants completed the protocol. In both components of the co-primary endpoint, the simulation group scored higher: efficacy score of 91.5 ± 3.8% vs. 64.6 ± 8.3% (mean difference 95% CI [20.8, 30.8]) and safety score 100.0% (100.0-100.0%) vs. 62.5 (20.8–79.2%) (median difference 95% CI [20.8, 79.2]), p < 0.001. The median number of “red flags” were 2 (1–4) in conventional and 0 (0–0) in simulation training (p < 0.001). Also, simulation group obtained a higher score in the theoretical knowledge test: 85.7 ± 9.0% vs. 76.8 ± 12.7%, p = 0.039.

conclusionMentored simulation-based training using 3D-printed simulators significantly improved theoretical knowledge and basic procedural skills of ICA. These results suggest that simulation-based training should be pursued for improving patient safety and technical proficiency.

trial registrationNCT06224101.

Indexed as

CardiologyClinical CompetenceCoronary AngiographySimulation TrainingFemaleHumansMalePilot ProjectsPrinting, Three-Dimensional3D printingCardiac catheterizationCoronary angiographyMedical educationSimulation training

Identifiers

PMID41826935
PMCPMC13101367

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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.