Evidence map›Paper›PMID 42704572›Full record

ArticleJournal of community genetics2026

A cross-sectional study of genomic knowledge comfort, attitudes, ethical and educational perspectives on precision medicine among medical students in Ecuador.

Danna Vera, Anna Miroslava Šefcová, César Marcelo Larrea-Álvarez, Marco Larrea-Álvarez

Abstract read
In one paragraph

Article in Journal of community genetics, 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
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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

4 authors.

Danna VeraFacultad de Ciencias de la Salud, Carrera de Medicina, Universidad Espíritu Santo, Samborondón, Ecuador.
Anna Miroslava ŠefcováFacultad de Ciencias de la Salud, Carrera de Medicina, Universidad Espíritu Santo, Samborondón, Ecuador.ORCID http://orcid.org/0000-0001-5650-3887
César Marcelo Larrea-ÁlvarezDepartment of Materials Science, Universidad Politécnica de Madrid, Madrid, Spain.
Marco Larrea-ÁlvarezFacultad de Ciencias de la Salud, Carrera de Medicina, Universidad Espíritu Santo, Samborondón, Ecuador. marcolarrea@uees.edu.ec.ORCID http://orcid.org/0000-0002-6795-3282

Funding

Universidad de Especialidades Espíritu Santo UEES 2026-MED-003
6 · The paper itself

Abstract

backgroundPrecision medicine is increasingly transforming clinical practice, yet its effective implementation depends on adequately trained healthcare professionals.

objectiveThis study assessed genomic knowledge comfort, attitudes, ethical perceptions, and educational perspectives regarding precision medicine among medical students in Samborondón, Greater Guayaquil, Ecuador.

methodsA cross-sectional survey was conducted between August and November 2025 using a structured questionnaire. A total of 340 students participated. Descriptive and inferential statistical analyses, including non-parametric tests and Spearman correlation, were performed.

resultsParticipants demonstrated relatively high but uneven genomic knowledge comfort (median 81.3%) and positive attitudes toward precision medicine (65.6%), alongside moderate ethical (62.5%) and educational perception scores (68.8%). While students strongly recognized the importance of precision medicine, perceived preparedness remained limited. Lower confidence was observed in advanced topics such as pharmacogenomics and next-generation sequencing. Ethical concerns were more pronounced at the societal level, particularly regarding health inequities, rather than individual risks. Correlation analyses revealed generally weak associations across domains, with only a moderate relationship between ethical and educational perceptions.

conclusionThese outcomes highlight a gap between acceptance and readiness, suggesting fragmented competency development. Strengthening curricula through integrated, applied, and context-specific training is essential to support effective implementation of precision medicine in low- and middle-income settings.

Indexed as

AttitudesEcuadorGenomicsLMICMedical educationMedical studentsPharmacogenomicsPrecision medicine

Identifiers

PMID42704572
PMCPMC13550394

What OpenQuestion holds

Textmetadata
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.