Evidence map›Paper›PMID 41914361›Full record

ArticleJournal of the American Heart Association2026

Implementing the GWTG-CAD Program in Mexico: Feasibility, Challenges and Lessons Learned for Acute and Secondary Prevention and Management.

Leslie Marisol Lugo-Gavidia, Jorge F Saucedo, Alexandra Arias-Mendoza, Manuel Odin De Los Ríos Ibarra, José L Leiva-Pons, Pedro Gutierrez-Fajardo, Arturo Guerra Lopez, Jorge Cosio, Louise Morgan, Julia Mora and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of the American Heart Association, 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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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

11 authors.

Leslie Marisol Lugo-GavidiaMexican Academic Consortium for Clinical Data Acquisition Culiacán México.ORCID 0000-0002-0052-8388
Jorge F SaucedoUniversity of Arkansas for Medical Sciences Little Rock AR USA.
Alexandra Arias-MendozaInstituto Nacional de Cardiología Mexico City México.ORCID 0000-0002-5942-4102
Manuel Odin De Los Ríos IbarraMexican Academic Consortium for Clinical Data Acquisition Culiacán México.
José L Leiva-PonsMexican Academic Consortium for Clinical Data Acquisition Culiacán México.ORCID 0000-0002-2462-3398
Pedro Gutierrez-FajardoHospital de Especialidades San Francisco de Asis. Cardiotest. Laboratorio de Ecocardiografia Guadalajara Jalisco México.ORCID 0000-0002-2864-8701
Arturo Guerra LopezHospital Excel Tijuana Tijuana México.ORCID 0000-0002-0925-5443
Jorge CosioSociedad Mexicana de Cardiología Ciudad de México México.
Louise MorganAmerican Heart Association Dallas TX USA.ORCID 0000-0001-7452-3128
Julia MoraAmerican Heart Association Dallas TX USA.
Eddy Manzo-BerdingAmerican Heart Association Dallas TX USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe American Heart Association's GWTG (Get With The Guidelines) program has demonstrated effectiveness in standardizing and improving cardiovascular care in the United States. This study describes the implementation of the GWTG-CAD (GWTG-Coronary Artery Disease) program in Mexico and evaluates its impact on adherence to guideline-directed medical therapy and key clinical processes.

methodsPatients presenting with acute coronary syndrome from 10 hospitals in Mexico were included in the GWTG-CAD registry. Clinical processes and guideline-directed medical therapy use were assessed over the program's first 18 months, grouped into preprogram, 0 to 6 months, 6 to 12 months, and 12 to 18 months.

resultsA total of 2363 patients were analyzed. Mean age was 62.7±12.4 years, and 73.4% were male. ST-segment-elevation myocardial infarction was the initial presentation in 65.4% (n=1546). Substantial improvements were achieved in time-sensitive care. The proportion of patients receiving an ECG within 10 minutes of arrival increased from 61% preprogram to 93% at 12to 18 months (

conclusionsImplementation of the GWTG-CAD program in Mexico enabled the identification of critical barriers in cardiac care and supported targeted quality-improvement strategies, resulting in measurable improvements in clinical processes over 18 months.

Indexed as

Acute Coronary SyndromeCoronary Artery DiseaseSecondary PreventionST Elevation Myocardial InfarctionAgedElectrocardiographyFeasibility StudiesFemaleGuideline AdherenceHumansMaleMexicoMiddle AgedPractice Guidelines as TopicProgram EvaluationQuality Improvementcoronary artery diseasequality improvement programquality indicatorsSTEMI

Identifiers

PMID41914361
PMCPMC13279173

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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.