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Updated: Nov 11, 2025

Improved Renal Denervation Mitigated Hypertension Induced by Angiotensin II Infusion
Published on: May 26, 2022
Using Mendelian randomization study to assess the renal effects of antihypertensive drugs
Jie V Zhao1, C Mary Schooling2,3
1School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 1/F, Patrick Manson Building, 7 Sassoon Road, Hong Kong, China. janezhao@hku.hk.
Insights
Genetic analysis suggests Angiotensin-converting enzyme (ACE) inhibitors and calcium channel blockers (CCBs) protect kidney function, while beta-blockers may lower it. These findings offer insights for hypertension and kidney disease treatment development.
Area of Science:
- Pharmacogenomics
- Nephrology
- Cardiovascular Medicine
Background:
- Angiotensin-converting enzyme (ACE) inhibitors and calcium channel blockers (CCBs) are first-line treatments for hypertension with kidney dysfunction.
- Limited evidence exists from large trials comparing renal effects of different antihypertensive drug classes.
Purpose of the Study:
- To investigate the unconfounded associations of genetic proxies for antihypertensives with kidney function.
- To provide evidence on the renal effects of different antihypertensive drug classes using Mendelian randomization.
Main Methods:
- Mendelian randomization study using genetic variants in drug target genes.
- Meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), urine albumin-to-creatinine ratio (UACR), and albuminuria.
- Inverse variance weighting and robust analysis methods were employed.
Main Results:
- Genetically predicted ACE inhibition associated with higher eGFR.
- Genetic proxies for CCBs linked to lower UACR and reduced albuminuria risk.
- Genetic proxies for beta-blockers associated with lower eGFR.
Conclusions:
- Genetically proxied ACE inhibitors and CCBs show reno-protective associations.
- Genetic proxies for beta-blockers may be associated with decreased eGFR.
- Further research into mechanisms could inform drug development for kidney disease.
Background:
Angiotensin-converting enzyme (ACE) inhibitors and/or in combination with calcium channel blockers (CCBs) are generally recommended as the first-line antihypertensive therapy for people with hypertension and kidney dysfunction. Evidence from large randomized controlled trials comprehensively comparing renal effects of different classes of antihypertensive drugs is lacking.
Methods:
We used a Mendelian randomization study to obtain unconfounded associations of genetic proxies for antihypertensives with kidney function. Specifically, we used published genetic variants in genes regulating target proteins of these drugs and then applied to a meta-analysis of the largest available genome-wide association studies of kidney function (estimated glomerular filtration rate (eGFR), urine albumin-to-creatinine ratio (UACR), and albuminuria). Inverse variance weighting was used as the main analysis and to combine estimates from different sources.
Results:
Genetically predicted ACE inhibition was associated with higher eGFR (effect size 0.06, 95% confidence interval (CI) 0.008, 0.11), while genetic proxies for beta-blockers were associated with lower eGFR (- 0.02, 95% CI - 0.04, - 0.004) when meta-analyzing the UK Biobank and CKDGen. Genetic proxies for CCBs were associated with lower UACR (- 0.15, 95% CI - 0.28, - 0.02) and lower risk of albuminuria (odds ratio 0.58, 95% CI 0.37, 0.90) in CKDGen. The associations were robust to using different analysis methods and different genetic instruments.
Conclusions:
Our findings suggest the reno-protective associations of genetically proxied ACE inhibitors and CCBs, while genetic proxies for beta-blockers may be related to lower eGFR. Understanding the underlying mechanisms would be valuable, with implications for drug development and repositioning of treatments for kidney disease.
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