Evidence mapPaperPMID 41729888Full record

ArticlePloS one2026

Relative fat mass and cardiovascular risk in Peruvian adults: Findings from a national survey.

José A Chaquila, Akram Hernández-Vásquez, Jamee Guerra Valencia, Fresia Miranda-Torvisco, Gianella Ramirez-Jeri

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Article in PloS one, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

José A ChaquilaGrupo de investigación en Nutrición Pública y Seguridad Alimentaria Nutricional, Universidad San Ignacio de Loyola, Lima, Peru.
Akram Hernández-VásquezCentro de Excelencia en Investigaciones Económicas y Sociales en Salud, Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima, Peru.ORCID https://orcid.org/0000-0003-1431-2526
Jamee Guerra ValenciaFacultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Peru.
Fresia Miranda-TorviscoGrupo de investigación en Nutrición Pública y Seguridad Alimentaria Nutricional, Universidad San Ignacio de Loyola, Lima, Peru.
Gianella Ramirez-JeriGrupo de investigación en Nutrición Pública y Seguridad Alimentaria Nutricional, Universidad San Ignacio de Loyola, Lima, Peru.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn the Region of the Americas, particularly in low- and middle-income countries such as Peru, cardiovascular disease (CVD) remains one of the leading causes of mortality. A positive association has also been described between body fat percentage and CVD risk.

objectiveTo evaluate the association between obesity, defined by Relative Fat Mass (RFM, an anthropometric indicator that estimates total body fat), and 10-year cardiovascular risk estimated by the Framingham risk score.

methodsA cross-sectional study was conducted using data from the Food and Nutrition Surveillance by Life Stages survey (2017-2018) in Peru. Obesity was the exposure variable defined by RFM. The RFM was also analyzed both as a continuous and categorical variable. Generalized linear models of the gamma family with a logarithmic link were applied and stratified by sex.

resultsData from 651 adults were analyzed. The prevalence of obesity was 78.2% in women and 42.7% in men. After adjusting for age, poverty, fruit and vegetable consumption, and altitude of residence, obesity defined by RFM was associated with higher estimated Framingham risk scores in both sexes (Women: β: 0.48; 95% CI: 0.32-0.63; Men: β: 0.39; 95% CI: 0.23-0.56. Similar results were observed when RFM was analyzed as a continuous variable and in tertiles.

conclusionObesity defined by RFM was positively associated with estimated 10-year cardiovascular risk in both sexes, with stronger association in women. These results suggest that RFM may serve as a useful tool for assessing estimated 10-year cardiovascular risk, with implications for the design of public health interventions in Peru.

Indexed as

Adipose TissueCardiovascular DiseasesObesityAdultAgedBody Mass IndexCross-Sectional StudiesFemaleHeart Disease Risk FactorsHumansMaleMiddle AgedPeruPrevalenceRisk FactorsYoung Adult

Identifiers

PMID41729888
PMCPMC12928448

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