These findings extend the bradykinin hypothesis of ACEI-induced cough by implicating neurotensin-NTSR1 signalling, pinpoint CYP3A4*22 as a novel functional predictor of dCCB switching with potential for genotype-guided prescribing, and validate medication use trajectories as a framework for pharmacogenetic discovery.
Abstract
Background
AND
Aims
Up to half of patients switch or discontinue antihypertensive medications within the first year, but underlying mechanisms remain elusive. This study aimed to identify genetic predictors of antihypertensive medication use trajectories within the first year.
Methods
Using longitudinal medication data from >400 000 genotyped antihypertensive medication users across three cohorts (FinnGen, the UK Biobank, and the Estonian Biobank), short-term antihypertensive medication use trajectories were classified as Continue, Switch, or Discontinue. Genome-wide association studies were performed across five medication classes.
Results
In total, 14 genome-wide significant loci were identified for switching from angiotensin-converting enzyme inhibitors (ACEI) and dihydropyridine calcium channel blockers (dCCB) to other antihypertensive medications. For ACEI switching, evidence converged on the neurotensin-NTSR1 pathway, including a 320-fold Finnish-enriched protective missense variant in the neurotensin receptor gene NTSR1 (rs148569146 [G301R], odds ratio [OR] 0.49, P = 3.3 × 10-43) and a variant near RASSF9 (rs181941187, OR = 0.74, P = 1.2 × 10-49) tagging the neurotensin gene NTS. In drug-gene interaction analyses, NTSR1 G301R was associated with reduced ACEI-induced cough risk (OR 0.39, P = 8.1 × 10-4). The dCCB switching locus at CYP3A43 was in near-complete linkage (r2 = 0.99) with the functional CYP3A4*22 allele (rs35599367, OR 1.23, P = 6.1 × 10-10). A polygenic risk score (PRS) for ACEI switching predicted two-fold ACEI cough risk in the top 10% PRS compared with the middle 20% in an independent sample of the Estonian Biobank.
Conclusions
These findings extend the bradykinin hypothesis of ACEI-induced cough by implicating neurotensin-NTSR1 signalling, pinpoint CYP3A4*22 as a novel functional predictor of dCCB switching with potential for genotype-guided prescribing, and validate medication use trajectories as a framework for pharmacogenetic discovery.
Background The advent of pharmacogenomics-guided antihypertensive therapy represents a paradigm shift in hypertension management. This study aimed to investigate the prevalence of relevant genetic variants among hypertensive patients in Hunan Province, China, and evaluate the efficacy of genotype-directed vs. clinicall...
Sha Wu, Wen-Wu Liu, Long Chen et al.· Frontiers in Cardiovascular...· 0 citations
Treatment-resistant hypertension is a widespread issue affecting individuals throughout the world. CES1 is a phase-1 drug-metabolizing enzyme responsible for hydrolyzing multiple medications, with Angiotensin-Converting Enzyme (ACE) inhibitors being one drug class affected. Genetic variations in the structure of CE...
Susan E. King, Hannah Coziahr, Ming Wang et al.· Current Pharmacogenomics and...· 0 citations
Findings support BP lowering, particularly renin-angiotensin system inhibition, as a potential preventive strategy warranting dedicated randomized trials.
Yifan Hu, K. Smith-Byrne, Z. Bidel et al.· HYPERTENSION· 0 citations
AIMS
Describe real-world use, adherence, persistence, and risk of non-fatal cardiovascular events (CVE) and mortality among patients receiving four-drug antihypertensive therapy.
METHODS AND RESULTS
This was a retrospective, longitudinal cohort study of Italian administrative healthcare databases (N=7,160,298). Eligi...
G. Mancia, Sofie Brouwers, S. Calabria et al.· European Heart Journal - Car...· 0 citations
This retrospective cohort study analyzed 1,247 hypertensive patients treated at Kuwait Teaching Hospital (KTH), Peshawar, between January 2023 and August 2025 to evaluate associations between pharmacogenomics variants and antihypertensive therapy response using electronic health record (EHR) data from Khyber Pakhtunkhw...
Nawal Alsubaie, Muhammad Ilyas, Z. A. Shah et al.· European Journal of Clinical...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.