Evidence mapPaperPMID 41867906Full record

ArticleGlobal heart2026

Gender Differences in Major Risk Factors for Cardiovascular Disease in Mexican Adults.

Lourdes Flores-Luna, Consuelo Escamilla-Núñez, Ivette Cruz-Bautista, Rosalba Rojas-Martínez, Leticia Hernández-Cadena, Lilia Castro-Porras, Martín Romero-Martínez, Carlos A Aguilar-Salinas

Abstract readMulticenter Study
In one paragraph

Article in Global heart, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Lourdes Flores-LunaCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, México.ORCID 0000-0002-8170-2850
Consuelo Escamilla-NúñezCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, México.ORCID 0000-0001-5619-2572
Ivette Cruz-BautistaUnidad de Investigación en Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México.ORCID 0009-0004-3538-8276
Rosalba Rojas-MartínezCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, México.ORCID 0000-0003-4474-7926
Leticia Hernández-CadenaCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, México.ORCID 0000-0003-3807-2758
Lilia Castro-PorrasCentro de Investigación en Políticas, Población y Salud, Facultad de Medicina, Universidad Nacional Autónoma de México, México.ORCID 0000-0002-5180-8435
Martín Romero-MartínezCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, México.ORCID 0000-0002-2413-2089
Carlos A Aguilar-SalinasDirección de Investigación, Instituto Nacional de Ciencias Médicas y de Nutrición Salvador Zubirán, México.ORCID 0000-0001-8517-0241

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Unhealthy lifestyle habits, including high-calorie diets and physical inactivity, increase the risk of cardiovascular disease (CVD). Chronic conditions such as hypertension, diabetes, and kidney disease frequently precede cardiovascular events. This study aimed to characterize the sociodemographic and clinical profiles of individuals who have experienced such events and to provide updated evidence on the prevalence of cardiovascular risk factors in the Mexican adult population. Methods: Data were obtained from adults aged ≥ 20 years with chronic diseases who participated in the 2018 National Health and Nutrition Survey. Biomarkers were measured from fasting (8 h) blood samples. The survey used a cross-sectional, probabilistic design with national representativeness. The prevalence of major cardiovascular risk factors was estimated by sex and CVD diagnosis. Logistic regression analyses yielded adjusted odds ratios, identifying significant associations between key risk factors and CVD. Results: Women exhibited a greater prevalence of obesity (38.6%), diabetes (17.4%), dyslipidemia (88.5%), and a personal history of myocardial infarction (19.5%) in comparison to men; similarly, women and individuals aged 50-59 years demonstrate the presence of more than two concurrent risk factors. The prevalence of obesity, dyslipidemia and hypertension in women was associated with an increased likelihood of a CVD diagnosis, adjusted odds ratio (aOR) = 2.6[95% CI: 1.5, 4.5]. Conclusion: The prevalence of cardiovascular events was similar between sexes; however, different risk factor profiles were identified. The pharmacological treatment alone has not been sufficient to achieve therapeutic goals.

Indexed as

Cardiovascular DiseasesAdultAgedCross-Sectional StudiesFemaleHeart Disease Risk FactorsHumansMaleMexicoMiddle AgedNutrition SurveysObesityPrevalenceRisk AssessmentRisk FactorsSex FactorsadultscardiovascularCVDlifestylerisk factorssex differences

Identifiers

PMID41867906
PMCPMC13004066

What Socratic holds

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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 Socratic graph.