A Pharmacogenomics-Guided Antihypertensive Strategy for Blood Pressure Reduction in Rural China: A Cluster-Randomized Controlled Trial

IF 6
Health Care Science Pub Date : 2026-08-11 Epub Date: 2026-06-10 DOI:10.1002/hcs2.70084
Wangjun Qin, Mengke Yu, Ying Zhu, Queran Lin, Limei Yin, Guisheng Liu, Yaping Wang, Guangqiang Lu, Xiaofei Liu, Pengmei Li, Xudong Kong, Li Zhao, Kun Tang, Jiangli Jin, Yu Xiong, Yingnan Zhao, Yan Yan, Bo Li, Azeem Majeed, Xianbo Zuo, Yue Qiu, Jiantuo Yu, Lihong Liu
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引用次数: 0

Abstract

Background

Although pharmacogenomics can effectively guide antihypertensive treatment, relevant evidence from low‑resource primary care settings is lacking. The aim of this study is to evaluate a pharmacogenomic‑guided antihypertensive strategy in real‑world, low‑resource primary care settings.

Methods

We randomly assigned 94 villages (in 1:1:1 ratio, with stratification by villages) to receive a multifaceted intervention that included follow-up, health education, and medication adjustment guided by pharmacogenomics (treatment) or physician's experience (control), or routine care (observation) over 4 weeks. The primary outcome was the proportion of patients with controlled blood pressure after 4 weeks of treatment. Generalized linear, linear mixed-effect regression, and sensitivity analysis were conducted to assess the difference among groups. The intracluster correlation coefficient was calculated to assess the heterogeneity with cluster.

Results

This study included 1031 hypertensive patients from 90 villages of Dajie and Jiuzhi towns in Daming County from May 10 to December 31, 2022. Overall, 79 loci on 39 antihypertensive-related genes were tested for patients in the treatment group. After 4 weeks of treatment, 371 of 377 (98.4%) patients in the treatment group, 256 of 345 (74.2%) patients in the control group, and 232 of 309 (75.1%) patients in the observation group had their blood pressure under control. The between-group net differences were 24.2% (95% confidence interval [CI]: 19.4%–29.0%) and 23.3% (95% CI: 18.3%–28.3%) for the treatment versus control groups and treatment versus observation groups, respectively. After 4 weeks of treatment, the proportion of patients with overall incident adverse events was no different among the three groups (all p > 0.05), and no serious adverse events or deaths related to antihypertensive treatment were reported during the study period.

Conclusions

A pharmacogenomic-guided antihypertensive strategy can significantly enhance blood pressure control while maintaining a similar safety level compared to an experience-guided antihypertensive strategy in low-resource, primary care settings.

Abstract Image

药物基因组学指导的中国农村降压策略:一项集群随机对照试验。
背景:虽然药物基因组学可以有效地指导降压治疗,但缺乏来自低资源初级保健机构的相关证据。本研究的目的是评估药物基因组学指导下的抗高血压策略在现实世界中,低资源的初级保健设置。方法:我们随机分配94个村庄(按1:1:1的比例,按村庄分层),接受为期4周的多方面干预,包括随访、健康教育和药物基因组学指导下的药物调整(治疗)或医生经验指导下的药物调整(对照组)或常规护理(观察)。主要终点是治疗4周后血压得到控制的患者比例。采用广义线性回归、线性混合效应回归和敏感性分析评价组间差异。计算聚类内相关系数以评估聚类间的异质性。结果:本研究于2022年5月10日至12月31日对大明县大街、九直镇90个村的1031例高血压患者进行了研究。总的来说,治疗组对39个抗高血压相关基因的79个位点进行了检测。治疗4周后,治疗组377例患者中371例(98.4%)血压得到控制,对照组345例患者中256例(74.2%)血压得到控制,观察组309例患者中232例(75.1%)血压得到控制。治疗组与对照组、治疗组与观察组的组间净差异分别为24.2%(95%可信区间[CI]: 19.4% ~ 29.0%)和23.3% (95% CI: 18.3% ~ 28.3%)。治疗4周后,三组患者总体不良事件发生率无差异(p < 0.05),研究期间无与降压治疗相关的严重不良事件及死亡报告。结论:在低资源的初级保健环境中,与经验指导的降压策略相比,药物基因组学指导的降压策略可以显著增强血压控制,同时保持相似的安全水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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