Implementing a pharmacogenomic-driven algorithm to guide antiplatelet therapy among Caribbean Hispanics: a non-randomised clinical trial

BMJ Open. 2024 Sep 5;14(9):e084119. doi: 10.1136/bmjopen-2024-084119.

Abstract

Objectives: To assess whether genotype-guided selection of oral antiplatelet drugs using a clinical decision support (CDS) algorithm reduces the rate of major adverse cardiovascular and cerebrovascular events (MACCEs) among Caribbean Hispanic patients, after 6 months.

Design: An open-label, multicentre, non-randomised clinical trial.

Setting: Eight secondary and tertiary care hospitals (public and private) in Puerto Rico.

Participants: 300 Caribbean Hispanic patients on clopidogrel, both genders, underwent percutaneous coronary intervention (PCI) for acute coronary syndromes, stable ischaemic heart disease and documented extracardiac vascular diseases.

Interventions: Patients were separated into standard-of-care (SoC) and genotype-guided (pharmacogenetic (PGx)-CDS) groups (150 each) and stratified by risk scores. Risk scores were calculated based on a previously developed CDS risk prediction algorithm designed to make actionable treatment recommendations for each patient. Individual platelet function, genotypes, clinical and demographic data were included. Ticagrelor was recommended for patients with a high-risk score ≥2 in the PGx-CDS group only, the rest were kept or de-escalated to clopidogrel. The intervention took place within 3-5 days after PCI. Adherence medication score was also measured.

Primary and secondary outcomes: The occurrence rate of MACCEs (primary) and bleeding episodes (secondary). Statistical associations between patient time free of events and predictor variables (ie, treatment groups, risk scores) were tested using Kaplan-Meier survival analyses and Cox proportional-hazards regression models.

Results: The genotype-guided group had a clinically lower but not significantly different risk of MACCEs compared with the SoC group (8.7% vs 10.7%, p=0.56; HR=0.56). Among high-risk score patients, genotype-driven guidance of antiplatelet therapy showed superiority over SoC in reducing MACCE incidence 6 months postcoronary stenting (adjusted HR=0.104; p< 0.0001).

Conclusions: The potential benefit of implementing our PGx-CDS algorithm to significantly reduce the incidence rate of MACCEs in post-PCI Caribbean Hispanic patients on clopidogrel was observed exclusively among high-risk patients, with apparently no evident effect in other patient groups.

Trial registration number: NCT03419325.

Keywords: adverse events; cardiovascular disease; clinical decision-making; genetics; risk factors.

Publication types

  • Multicenter Study
  • Clinical Trial

MeSH terms

  • Acute Coronary Syndrome / drug therapy
  • Acute Coronary Syndrome / genetics
  • Acute Coronary Syndrome / therapy
  • Aged
  • Algorithms*
  • Caribbean Region / ethnology
  • Clopidogrel* / therapeutic use
  • Cytochrome P-450 CYP2C19 / genetics
  • Decision Support Systems, Clinical
  • Female
  • Genotype
  • Hemorrhage / chemically induced
  • Hispanic or Latino*
  • Humans
  • Male
  • Middle Aged
  • Percutaneous Coronary Intervention*
  • Pharmacogenetics
  • Platelet Aggregation Inhibitors* / therapeutic use
  • Puerto Rico
  • Risk Assessment
  • Ticagrelor* / therapeutic use

Substances

  • Platelet Aggregation Inhibitors
  • Clopidogrel
  • Ticagrelor
  • Cytochrome P-450 CYP2C19

Associated data

  • ClinicalTrials.gov/NCT03419325