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Original Article | Open Access

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

Wangjun Qin1Mengke Yu2Ying Zhu3Queran Lin4,5Limei Yin1Guisheng Liu6Yaping Wang6Guangqiang Lu7Xiaofei Liu7Pengmei Li1Xudong Kong1Li Zhao1Kun Tang1Jiangli Jin1Yu Xiong8Yingnan Zhao1Yan Yan1Bo Li1Azeem Majeed5 ( )Xianbo Zuo9 ( )Yue Qiu10 ( )Jiantuo Yu11 ( )Lihong Liu1 ( )
Department of Pharmacy, China‐Japan Friendship Hospital, Beijing, China
Research Department Ⅱ, China Development Research Foundation, Beijing, China
Department of Pharmacy, Beijing Chao‐Yang Hospital, Beijing, China
Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Clinical Research Design Division, Clinical Research Center, Sun Yat‐Sen Memorial Hospital, Sun Yat‐Sen University, Guangzhou, China
Department of Primary Care and Public Health, Imperial College London, London, UK
General Office, Dajie Township Health Center, Handan, China
General Office, Jiuzhi Township Health Center, Handan, China
Institute of Materia Medica, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
Department of Big Data Center, NHC Key Laboratory of Clinical Big Data Standardization & Integration, China‐Japan Friendship Hospital, Beijing, China
Institute for Hospital Management, Tsinghua University, Beijing, China
Bozhi Economic and Social Development Institute, China Development Research Foundation, Beijing, China

Wangjun Qin, Mengke Yu, Ying Zhu, and Queran Lin are joint first authors of this study.

Lihong Liu, Jiantuo Yu, Yue Qiu, Xianbo Zuo and Azeem Majeed are joint corresponding authors of this study.

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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.

Graphical Abstract

References

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Health Care Science
Pages 353-363

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Cite this article:
Qin W, Yu M, Zhu Y, et al. A Pharmacogenomics‐Guided Antihypertensive Strategy for Blood Pressure Reduction in Rural China: A Cluster‐Randomized Controlled Trial. Health Care Science, 2026, 5(4): 353-363. https://doi.org/10.1002/hcs2.70084

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Received: 12 September 2025
Revised: 01 March 2026
Accepted: 30 April 2026
Published: 10 June 2026
© 2026 The Author(s). Tsinghua University Press.

This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.