Evidence map›Paper›PMID 41439844›Full record

ArticleEpidemiologia (Basel, Switzerland)2025

Early Menarche and Hypertension Among Postmenopausal Women: The Mediating Role of Obesity.

Eunice Carolina Ibáñez-García, Mónica Alethia Cureño-Díaz, María Alicia Mejía-Blanquel, Ana Cristina Castañeda-Márquez, Ahidée Leyva-López, Yaneth Citlalli Orbe Orihuela, Miguel Trujillo-Martínez, Ricardo Castrejón-Salgado, Erick Ordoñez-Villordo, José Ángel Hernández-Mariano

Abstract read
In one paragraph

Article in Epidemiologia (Basel, Switzerland), 2025. 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

10 authors.

Eunice Carolina Ibáñez-GarcíaDepartment of Epidemiological Surveillance, Hospital Juarez of Mexico, Mexico City 07760, Mexico.
Mónica Alethia Cureño-DíazDepartment of Institutional Intelligence in Oncological Health, National Institute of Cancerology, Mexico City 14080, Mexico.ORCID 0000-0002-4556-637X
María Alicia Mejía-BlanquelDepartment of Research, Hospital Juarez of Mexico, Mexico City 07760, Mexico.ORCID 0009-0007-9739-5473
Ana Cristina Castañeda-MárquezScientific Research Institute, Juarez University of the State of Durango, Durango 34000, Mexico.ORCID 0000-0001-6948-5892
Ahidée Leyva-LópezCenter for Population Health Research, National Institute of Public Health, Cuernavaca 62100, Mexico.
Yaneth Citlalli Orbe OrihuelaCenter for Research on Infectious Diseases, National Institute of Public Health, Cuernavaca 62100, Mexico.
Miguel Trujillo-MartínezGeneral Hospital with Family Medicine Unit Number 7, Mexican Social Security Institute, Cuautla 62740, Mexico.ORCID 0000-0003-4217-3017
Ricardo Castrejón-SalgadoHealth Research Coordination, Mexican Social Security Institute, Cuernavaca 62000, Mexico.
Erick Ordoñez-VillordoDepartment of Research, Hospital Juarez of Mexico, Mexico City 07760, Mexico.
José Ángel Hernández-MarianoDepartment of Research, Hospital Juarez of Mexico, Mexico City 07760, Mexico.ORCID 0000-0003-0339-5610

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesCardiovascular diseases are the leading cause of mortality worldwide and are strongly influenced by obesity and hypertension. Age at menarche has been proposed as an early marker of cardiometabolic risk, but evidence in postmenopausal women is inconsistent, particularly in Mexico. We aimed to evaluate the association between early menarche and obesity and hypertension in postmenopausal women, and to examine whether obesity mediates this relationship.

methodsWe conducted a cross-sectional study based on a retrospective review of 462 medical records of postmenopausal women who attended a tertiary hospital in Mexico City between January 2023 and August 2024. Early menarche was defined as <12 years. Obesity and hypertension were identified from records. Associations were estimated using Poisson regression with robust variance to obtain prevalence ratios (PRs) and 95% confidence intervals (CIs). We assessed effect modification by age at menopause and conducted a mediation analysis under the counterfactual framework to estimate the proportion of the menarche-hypertension association explained by obesity.

resultsEarly menarche was associated with a higher prevalence of obesity (PR = 1.36, 95% CI = 1.08-1.70) and hypertension (PR = 1.34, 95% CI = 1.06-1.71). Associations were stronger among women with menopause at ≤45 years. Mediation analysis indicated that obesity explained 61.6% of this relationship, with a significant indirect effect (PR = 1.18, 95% CI = 1.05-1.33).

conclusionsEarly menarche was independently associated with obesity and hypertension in postmenopausal women, with obesity acting as a potential intermediary factor. Given the cross-sectional design, causality cannot be established, but the associations observed are biologically and temporally coherent.

Indexed as

hypertensionmenarcheobesitypostmenopause

Identifiers

PMID41439844
PMCPMC12732153

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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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 Socratic graph.