Individualized Angiotensin-Converting Enzyme (ACE)-Inhibitor Therapy in Stable Coronary Artery Disease Based on Clinical and Pharmacogenetic Determinants: The PERindopril GENEtic (PERGENE) Risk Model

J Am Heart Assoc. 2016 Mar 28;5(3):e002688. doi: 10.1161/JAHA.115.002688.

Abstract

Background: Patients with stable coronary artery disease (CAD) constitute a heterogeneous group in which the treatment benefits by angiotensin-converting enzyme (ACE)-inhibitor therapy vary between individuals. Our objective was to integrate clinical and pharmacogenetic determinants in an ultimate combined risk prediction model.

Methods and results: Clinical, genetic, and outcomes data were used from 8726 stable CAD patients participating in the EUROPA/PERGENE trial of perindopril versus placebo. Multivariable analysis of phenotype data resulted in a clinical risk score (range, 0-21 points). Three single-nucleotide polymorphisms (rs275651 and rs5182 in the angiotensin-II type I-receptor gene and rs12050217 in the bradykinin type I-receptor gene) were used to construct a pharmacogenetic risk score (PGXscore; range, 0-6 points). Seven hundred eighty-five patients (9.0%) experienced the primary endpoint of cardiovascular mortality, nonfatal myocardial infarction or resuscitated cardiac arrest, during 4.2 years of follow-up. Absolute risk reductions ranged from 1.2% to 7.5% in the 73.5% of patients with PGXscore of 0 to 2. As a consequence, estimated annual numbers needed to treat ranged from as low as 29 (clinical risk score ≥10 and PGXscore of 0) to 521 (clinical risk score ≤6 and PGXscore of 2). Furthermore, our data suggest that long-term perindopril prescription in patients with a PGXscore of 0 to 2 is cost-effective.

Conclusions: Both baseline clinical phenotype, as well as genotype determine the efficacy of widely prescribed ACE inhibition in stable CAD. Integration of clinical and pharmacogenetic determinants in a combined risk prediction model demonstrated a very wide range of gradients of absolute treatment benefit.

Keywords: angiotensin‐converting enzyme inhibitor; coronary artery disease; individualized therapy; pharmacogenetics; risk model.

Publication types

  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Angiotensin-Converting Enzyme Inhibitors / adverse effects
  • Angiotensin-Converting Enzyme Inhibitors / economics
  • Angiotensin-Converting Enzyme Inhibitors / therapeutic use*
  • Coronary Artery Disease / complications
  • Coronary Artery Disease / diagnosis
  • Coronary Artery Disease / drug therapy*
  • Coronary Artery Disease / economics
  • Coronary Artery Disease / genetics
  • Coronary Artery Disease / mortality
  • Cost-Benefit Analysis
  • Decision Support Techniques*
  • Double-Blind Method
  • Drug Costs
  • Female
  • Genotype
  • Heart Arrest / etiology
  • Heart Arrest / therapy
  • Humans
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Myocardial Infarction / etiology
  • Patient Selection
  • Perindopril / adverse effects
  • Perindopril / economics
  • Perindopril / therapeutic use*
  • Pharmacogenetics* / economics
  • Phenotype
  • Polymorphism, Single Nucleotide*
  • Precision Medicine* / economics
  • Proportional Hazards Models
  • Receptor, Angiotensin, Type 1 / genetics*
  • Receptor, Bradykinin B1 / genetics*
  • Resuscitation
  • Risk Assessment
  • Risk Factors
  • Treatment Outcome

Substances

  • AGTR1 protein, human
  • Angiotensin-Converting Enzyme Inhibitors
  • Receptor, Angiotensin, Type 1
  • Receptor, Bradykinin B1
  • Perindopril