Hypertension and iron deficiency anemia: Exploring genetic associations and causal inference

IF 3.7 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Nutrition Metabolism and Cardiovascular Diseases Pub Date : 2024-07-02 DOI:10.1016/j.numecd.2024.06.017
Rong Cao , Jia-Xiong Zhang , Zhe Chen , Quan Sun , Yong-Ping Bai , Guo-Gang Zhang
{"title":"Hypertension and iron deficiency anemia: Exploring genetic associations and causal inference","authors":"Rong Cao ,&nbsp;Jia-Xiong Zhang ,&nbsp;Zhe Chen ,&nbsp;Quan Sun ,&nbsp;Yong-Ping Bai ,&nbsp;Guo-Gang Zhang","doi":"10.1016/j.numecd.2024.06.017","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and aim</h3><div>Observational studies have suggested a potential association between hypertension and Iron deficiency anemia (IDA). However, it is unclear whether there is a genetic and causal link between hypertension and IDA.</div></div><div><h3>Methods and results</h3><div>Genome-Wide Association Studies (GWAS) data for hypertension were sourced from the UK Biobank and FinnGen. Genetic variants data for IDA were extracted from FinnGen and the IEU Open GWAS project, all derived from European populations. The genetic association between hypertension and IDA was assessed using Linkage Disequilibrium Score Regression (LDSC), with MR employed to determine causality. Inverse variance weighted (IVW) as a major analytical method for MR. Sensitivity and heterogeneity analyses were conducted to ensure result reliability. Furthermore, validation analysis was performed to further strengthen the robustness of the findings. A genetic association between hypertension and IDA was observed (r<sub>g</sub> = 0.121, P = 0.002). Our findings suggest that hypertension increases the risk of developing IDA (OR = 2.493,P = 0.038), and IDA maybe serve as a risk factor for hypertension (OR = 1.006,P &lt; 0.001). Validation analysis yielded consistent results. Importantly, our findings demonstrated no heterogeneity or horizontal pleiotropy.</div></div><div><h3>Conclusion</h3><div>Additional insights into the connection between hypertension and IDA were gained. Regular testing of iron ions and anemia-related markers in hypertensive patients is crucial for early identification of IDA. Furthermore, it is imperative to closely monitor the blood pressure of patients with IDA to promptly identify and diagnose hypertension. The implementation of these integrated health strategies is vital for global efforts to tackle the dual challenges of hypertension and IDA.</div></div>","PeriodicalId":49722,"journal":{"name":"Nutrition Metabolism and Cardiovascular Diseases","volume":"34 12","pages":"Pages 2696-2704"},"PeriodicalIF":3.7000,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nutrition Metabolism and Cardiovascular Diseases","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0939475324002436","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Background and aim

Observational studies have suggested a potential association between hypertension and Iron deficiency anemia (IDA). However, it is unclear whether there is a genetic and causal link between hypertension and IDA.

Methods and results

Genome-Wide Association Studies (GWAS) data for hypertension were sourced from the UK Biobank and FinnGen. Genetic variants data for IDA were extracted from FinnGen and the IEU Open GWAS project, all derived from European populations. The genetic association between hypertension and IDA was assessed using Linkage Disequilibrium Score Regression (LDSC), with MR employed to determine causality. Inverse variance weighted (IVW) as a major analytical method for MR. Sensitivity and heterogeneity analyses were conducted to ensure result reliability. Furthermore, validation analysis was performed to further strengthen the robustness of the findings. A genetic association between hypertension and IDA was observed (rg = 0.121, P = 0.002). Our findings suggest that hypertension increases the risk of developing IDA (OR = 2.493,P = 0.038), and IDA maybe serve as a risk factor for hypertension (OR = 1.006,P < 0.001). Validation analysis yielded consistent results. Importantly, our findings demonstrated no heterogeneity or horizontal pleiotropy.

Conclusion

Additional insights into the connection between hypertension and IDA were gained. Regular testing of iron ions and anemia-related markers in hypertensive patients is crucial for early identification of IDA. Furthermore, it is imperative to closely monitor the blood pressure of patients with IDA to promptly identify and diagnose hypertension. The implementation of these integrated health strategies is vital for global efforts to tackle the dual challenges of hypertension and IDA.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
高血压与缺铁性贫血:探索遗传关联和因果推论
背景和目的观察性研究表明,高血压与缺铁性贫血(IDA)之间存在潜在联系。方法和结果高血压的全基因组关联研究(GWAS)数据来自英国生物库(UK Biobank)和芬兰基因库(FinnGen)。 IDA的遗传变异数据来自芬兰基因库(FinnGen)和IEU开放式GWAS项目,这些数据均来自欧洲人群。高血压与 IDA 之间的遗传关联采用连锁不平衡评分回归法(LDSC)进行评估,并通过 MR 来确定因果关系。反方差加权(IVW)是 MR 的主要分析方法。进行了敏感性和异质性分析,以确保结果的可靠性。此外,还进行了验证分析,以进一步加强研究结果的稳健性。高血压与 IDA 之间存在遗传关联(rg = 0.121,P = 0.002)。我们的研究结果表明,高血压会增加罹患 IDA 的风险(OR = 2.493,P = 0.038),而 IDA 可能是高血压的一个风险因素(OR = 1.006,P < 0.001)。验证分析得出了一致的结果。重要的是,我们的研究结果不存在异质性或水平多义性。定期检测高血压患者的铁离子和贫血相关指标对于早期识别 IDA 至关重要。此外,必须密切监测 IDA 患者的血压,以便及时发现和诊断高血压。实施这些综合保健战略对于全球应对高血压和 IDA 的双重挑战至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
6.80
自引率
2.60%
发文量
332
审稿时长
57 days
期刊介绍: Nutrition, Metabolism & Cardiovascular Diseases is a forum designed to focus on the powerful interplay between nutritional and metabolic alterations, and cardiovascular disorders. It aims to be a highly qualified tool to help refine strategies against the nutrition-related epidemics of metabolic and cardiovascular diseases. By presenting original clinical and experimental findings, it introduces readers and authors into a rapidly developing area of clinical and preventive medicine, including also vascular biology. Of particular concern are the origins, the mechanisms and the means to prevent and control diabetes, atherosclerosis, hypertension, and other nutrition-related diseases.
期刊最新文献
Editorial Board The joint effect of cardiometabolic index and high-sensitivity C-reactive protein on incident cardiovascular disease: A prospective cohort study. Substituting ultra-processed food intake with minimally processed foods is associated with lower diastolic blood pressure in children. Targeted lipidomics reveals distinct mechanisms driving LDL cholesterol response to gastric bypass and sleeve gastrectomy: An exploratory study. Editorial Board
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1