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.
{"title":"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.","authors":"Rizki Amalia Gumilang, Chyi-Huey Bai","doi":"10.1038/s41366-025-01917-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Genetic 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.</p><p><strong>Methods: </strong>This 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.</p><p><strong>Results: </strong>Among 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.</p><p><strong>Conclusion: </strong>These 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.</p>","PeriodicalId":14183,"journal":{"name":"International Journal of Obesity","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Obesity","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41366-025-01917-z","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Genetic 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.
Methods: This 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.
Results: Among 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.
Conclusion: These 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.
期刊介绍:
The International Journal of Obesity is a multi-disciplinary forum for research describing basic, clinical and applied studies in biochemistry, physiology, genetics and nutrition, molecular, metabolic, psychological and epidemiological aspects of obesity and related disorders.
We publish a range of content types including original research articles, technical reports, reviews, correspondence and brief communications that elaborate on significant advances in the field and cover topical issues.