Evidence map›Paper›PMID 41006820›Full record

ArticleInternational journal of obesity (2005)2025

Genetic impact of central adiposity on systolic blood pressure in females: interaction and mediation by TG/HDL-C, HbA1c, and uric acid across BMI categories.

Rizki Amalia Gumilang, Chyi-Huey Bai

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Article in International journal of obesity (2005), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Rizki Amalia GumilangInternational Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.ORCID 0000-0001-5279-148X
Chyi-Huey BaiDepartment of Public Health, College of Medicine, Taipei Medical University, Taipei, Taiwan. baich@tmu.edu.tw.ORCID 0000-0002-4658-1088

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGenetic predisposition to central adiposity is associated with metabolic dysfunction and obesity-related hypertension. This study investigated the association between genetic predisposition of general and central adiposity and systolic blood pressure (SBP) across body mass index (BMI) categories. Additionally, we explored whether, among females, the metabolic factors, triglyceride-to-HDL cholesterol (TG/HDL-C) ratio, glycated hemoglobin (HbA1c), and serum uric acid (SUA), modulate these relationships.

methodsThis cross-sectional study included 10,734 females from the Taiwan Biobank. Associations between polygenic score of body mass index (PGS-BMI), waist-circumference (PGS-WC), waist to hip ratio (PGS-WHR), waist to height ratio (PGS-WHtR) and SBP were assessed using multivariable generalized additive models (GAM). The strongest PGS was further examined for interaction and mediation effects with metabolic factors across BMI categories. Polygenic pathway analyses were also conducted to identify underlying biological mechanisms.

resultsAmong the four PGSs, PGS-WC showed the strongest association with SBP, particularly in females with normal weight (β = 0.026, 95% CI: 0.002-0.050; p_linear = 0.033; effective degree of freedom (edf) = 1.063; F = 3.201; p_smooth = 0.060) and overweight (β = -0.058, 95% CI: -0.095 to -0.021; p_linear = 0.002; edf = 2.272; F = 4.073; p_smooth = 0.006). The TG/HDL-C ratio significantly modulated this association across normal weight, overweight, and obesity categories in both interaction and mediation analyses. Polygenic pathway implicated biological processes including signal transduction, metabolism, immune regulation, and DNA repair.

conclusionThese findings underscore the genetic influence of central adiposity on SBP regulation, particularly among females with normal weight and overweight. The TG/HDL-C ratio plays a key role in modulating this relationship, suggesting that metabolic risk-targeted interventions may enhance hypertension prevention and management in genetically susceptible populations.

Indexed as

Blood PressureGlycated HemoglobinObesity, AbdominalUric AcidAdiposityAdultAgedBody Mass IndexCholesterol, HDLCross-Sectional StudiesFemaleGenetic Predisposition to DiseaseHumansHypertensionMiddle AgedTaiwanCholesterol, HDLGlycated HemoglobinTriglyceridesUric Acid

Identifiers

PMID41006820

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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.