Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI 48109, USA.
Center for Individualized and Genomic Medicine Research (CIGMA), Henry Ford Health System, Detroit, MI 48202, USA.
Genes (Basel). 2023 Oct 28;14(11):2019. doi: 10.3390/genes14112019.
In patients with heart failure with reduced ejection fraction (HFrEF), individual responses to beta-blockers vary. Candidate gene pharmacogenetic studies yielded significant but inconsistent results, and they may have missed important associations. Our objective was to use an unbiased genome-wide association study (GWAS) to identify loci influencing beta-blocker survival benefit in HFrEF patients. Genetic variant × beta-blocker exposure interactions were tested in Cox proportional hazards models for all-cause mortality stratified by self-identified race. The models were adjusted for clinical risk factors and propensity scores. A prospective HFrEF registry (469 black and 459 white patients) was used for discovery, and linkage disequilibrium (LD) clumped variants with a beta-blocker interaction of < 5 × 10, were tested for Bonferroni-corrected validation in a multicenter HFrEF clinical trial (288 black and 579 white patients). A total of 229 and 18 variants in black and white HFrEF patients, respectively, had interactions with beta-blocker exposure at < 5 × 10 upon discovery. After LD-clumping, 100 variants and 4 variants in the black and white patients, respectively, remained for validation but none reached statistical significance. In conclusion, genetic variants of potential interest were identified in a discovery-based GWAS of beta-blocker survival benefit in HFrEF patients, but none were validated in an independent dataset. Larger cohorts or alternative approaches, such as polygenic scores, are needed.
在射血分数降低的心力衰竭(HFrEF)患者中,个体对β受体阻滞剂的反应存在差异。候选基因药物遗传学研究虽然取得了显著但不一致的结果,但可能错过了重要的关联。我们的目的是使用无偏基因组关联研究(GWAS)来确定影响 HFrEF 患者β受体阻滞剂生存获益的基因座。在按自我认定的种族分层的全因死亡率 Cox 比例风险模型中,测试了遗传变异与β受体阻滞剂暴露的相互作用。模型调整了临床危险因素和倾向评分。使用前瞻性 HFrEF 登记处(469 名黑人患者和 459 名白人患者)进行发现研究,并对具有β受体阻滞剂相互作用<5×10的连锁不平衡(LD)聚类变体进行了 Bonferroni 校正验证,该验证在一项多中心 HFrEF 临床试验(288 名黑人患者和 579 名白人患者)中进行。在发现阶段,分别有 229 个和 18 个变异与黑人和白人 HFrEF 患者的β受体阻滞剂暴露存在相互作用,其交互作用<5×10。经过 LD 聚类后,在黑人和白人患者中分别有 100 个和 4 个变异仍然需要验证,但均未达到统计学意义。总之,在 HFrEF 患者β受体阻滞剂生存获益的基于发现的 GWAS 中确定了具有潜在意义的遗传变异,但在独立数据集的验证中均未达到统计学意义。需要更大的队列或替代方法,例如多基因评分。