Individual income and blood pressure control after antihypertensive treatment initiation accounting for regional variation: a Japanese nationwide study.

IF 5 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE
Michihiro Satoh, Yutaro Iwabe, Kosuke Inoue, Hiroki Nobayashi, Seiya Izumi, Takahisa Murakami, Maya Toyama, Yuya Suzuki, Tomoko Muroya, Shingo Nakayama, Takayoshi Ohkubo, Hirohito Metoki
{"title":"Individual income and blood pressure control after antihypertensive treatment initiation accounting for regional variation: a Japanese nationwide study.","authors":"Michihiro Satoh, Yutaro Iwabe, Kosuke Inoue, Hiroki Nobayashi, Seiya Izumi, Takahisa Murakami, Maya Toyama, Yuya Suzuki, Tomoko Muroya, Shingo Nakayama, Takayoshi Ohkubo, Hirohito Metoki","doi":"10.1038/s41440-026-02813-3","DOIUrl":null,"url":null,"abstract":"<p><p>Evidence on how individual-level socioeconomic status and regional disparities jointly influence BP control after treatment initiation remains scarce. We assessed the association between income and uncontrolled BP after antihypertensive treatment initiation and examined regional variation in Japan. We conducted a cohort study using health checkup data from the Japan Health Insurance Association (2015-2022). Participants were adults aged 40-74 years who had initiated antihypertensive treatment. Income was categorized into sex-specific quintiles based on standard monthly remuneration. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) for uncontrolled BP (systolic/diastolic BP ≥ 130/ ≥ 80 mmHg). We included 381 116 females and 933 876 males (mean age, 55 years). Uncontrolled BP was observed in 68.4% of females and 75.3% of males. After adjustment for covariates, the lowest income category had higher odds of uncontrolled BP than the highest category (female, OR [95% CI], 1.48 [1.45-1.51]; male, OR [95% CI], 1.26 [1.24-1.28]). This association was attenuated after adjustment for pretreatment systolic BP. Prefecture difference contributed more to model fit than income category, as evidenced by larger Akaike information criterion (AIC) increases upon removal from the fully adjusted model (ΔAIC: 551 vs 255 in females, 1433 vs. 293 in males). The income effect on uncontrolled BP remained even within each prefecture, with low-to-moderate between-prefecture heterogeneity (I² ≤ 47.7%). Lower income was associated with uncontrolled BP. This association was attenuated after adjustment for pretreatment BP, suggesting that delayed detection or treatment initiation partly explains this disparity. Meanwhile, geographic variation across prefectures remained substantial.</p>","PeriodicalId":13029,"journal":{"name":"Hypertension Research","volume":" ","pages":""},"PeriodicalIF":5.0000,"publicationDate":"2026-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hypertension Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41440-026-02813-3","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
引用次数: 0

Abstract

Evidence on how individual-level socioeconomic status and regional disparities jointly influence BP control after treatment initiation remains scarce. We assessed the association between income and uncontrolled BP after antihypertensive treatment initiation and examined regional variation in Japan. We conducted a cohort study using health checkup data from the Japan Health Insurance Association (2015-2022). Participants were adults aged 40-74 years who had initiated antihypertensive treatment. Income was categorized into sex-specific quintiles based on standard monthly remuneration. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) for uncontrolled BP (systolic/diastolic BP ≥ 130/ ≥ 80 mmHg). We included 381 116 females and 933 876 males (mean age, 55 years). Uncontrolled BP was observed in 68.4% of females and 75.3% of males. After adjustment for covariates, the lowest income category had higher odds of uncontrolled BP than the highest category (female, OR [95% CI], 1.48 [1.45-1.51]; male, OR [95% CI], 1.26 [1.24-1.28]). This association was attenuated after adjustment for pretreatment systolic BP. Prefecture difference contributed more to model fit than income category, as evidenced by larger Akaike information criterion (AIC) increases upon removal from the fully adjusted model (ΔAIC: 551 vs 255 in females, 1433 vs. 293 in males). The income effect on uncontrolled BP remained even within each prefecture, with low-to-moderate between-prefecture heterogeneity (I² ≤ 47.7%). Lower income was associated with uncontrolled BP. This association was attenuated after adjustment for pretreatment BP, suggesting that delayed detection or treatment initiation partly explains this disparity. Meanwhile, geographic variation across prefectures remained substantial.

个人收入和降压治疗开始后血压控制的地区差异:日本全国研究。
关于个体水平的社会经济地位和地区差异如何共同影响治疗开始后血压控制的证据仍然很少。我们评估了收入与抗高血压治疗开始后未控制的血压之间的关系,并检查了日本的地区差异。我们使用日本健康保险协会(2015-2022)的健康检查数据进行了一项队列研究。参与者为已开始抗高血压治疗的40-74岁的成年人。收入按每月标准薪酬按性别分成五分位数。我们估计了未控制血压(收缩压/舒张压≥130/≥80 mmHg)的比值比(ORs)和95%置信区间(CIs)。我们纳入了381 116名女性和933 876名男性(平均年龄55岁)。68.4%的女性和75.3%的男性存在未控制的血压。调整协变量后,收入最低的人群发生未控制的BP的几率高于收入最高的人群(女性,OR [95% CI], 1.48[1.45-1.51];男性,OR [95% CI], 1.26[1.24-1.28])。在调整预处理收缩压后,这种关联减弱。地区差异比收入类别对模型拟合的贡献更大,从完全调整的模型中移除后,赤池信息标准(AIC)的增幅更大(ΔAIC: 551 vs 255女性,1433 vs 293男性)。收入对未控制血压的影响即使在每个州内也存在,州间异质性低至中等(I²≤47.7%)。较低的收入与不受控制的血压有关。在调整预处理血压后,这种关联减弱,这表明延迟检测或治疗开始部分解释了这种差异。与此同时,各县之间的地理差异仍然很大。
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 求助全文
来源期刊
Hypertension Research
Hypertension Research 医学-外周血管病
CiteScore
7.40
自引率
16.70%
发文量
249
审稿时长
3-8 weeks
期刊介绍: Hypertension Research is the official publication of the Japanese Society of Hypertension. The journal publishes papers reporting original clinical and experimental research that contribute to the advancement of knowledge in the field of hypertension and related cardiovascular diseases. The journal publishes Review Articles, Articles, Correspondence and Comments.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书