Department of Internal Medicine, Center for Individualized and Genomic Medicine Research (D.E.L., J.A.L., R.S., H.G., N.Z., J.L., L.K.W.), Henry Ford Hospital, Detroit, MI.
Heart and Vascular Institute (D.E.L., H.N.S., J.L.), Henry Ford Hospital, Detroit, MI.
Circ Heart Fail. 2020 Dec;13(12):e007012. doi: 10.1161/CIRCHEARTFAILURE.119.007012. Epub 2020 Oct 4.
β-Blockers (BBs) are mainstay therapy for heart failure with reduced ejection fraction. However, individual patient responses to BB vary, which may be partially due to genetic variation. The goal of this study was to derive and validate the first polygenic response predictor (PRP) for BB survival benefit in heart failure with reduced ejection fraction patients.
Derivation and validation analyses were performed in n=1436 total HF patients of European descent and with ejection fraction <50%. The PRP was derived in a random subset of the Henry Ford Heart Failure Pharmacogenomic Registry (n=248) and then validated in a meta-analysis of the remaining patients from Henry Ford Heart Failure Pharmacogenomic Registry (n=247), the TIME-CHF (Trial of Intensified Versus Standard Medical Therapy in Elderly Patients With Congestive Heart Failure; n=431), and HF-ACTION trial (Heart Failure: a Controlled Trial Investigating Outcomes of Exercise Training; n=510). The PRP was constructed from a genome-wide analysis of BB×genotype interaction predicting time to all-cause mortality, adjusted for Meta-Analysis Global Group in Chronic Heart Failure score, genotype, level of BB exposure, and BB propensity score.
Five-fold cross-validation summaries out to 1000 single-nucleotide polymorphisms identified optimal prediction with a 44 single-nucleotide polymorphism score and cutoff at the 30th percentile. In validation testing (n=1188), greater BB exposure was associated with reduced all-cause mortality in patients with low PRP score (n=251; hazard ratio, 0.19 [95% CI, 0.04-0.51]; =0.0075) but not high PRP score (n=937; hazard ratio, 0.84 [95% CI, 0.53-1.3]; =0.448)-a difference that was statistically significant ( interaction, 0.0235). Results were consistent regardless of atrial fibrillation, ejection fraction (≤40% versus 41%-50%), or when examining cardiovascular death.
Among patients of European ancestry with heart failure with reduced ejection fraction, a PRP distinguished patients who derived substantial survival benefit from BB exposure from a larger group that did not. Additional work is needed to prospectively test clinical utility and to develop PRPs for other population groups and other medications.
β受体阻滞剂(BBs)是射血分数降低的心力衰竭的主要治疗方法。然而,个体患者对 BB 的反应不同,这可能部分是由于遗传变异。本研究的目的是为射血分数降低的心力衰竭患者开发和验证第一个 BB 生存获益的多基因反应预测器(PRP)。
在欧洲裔的总共 1436 例射血分数<50%的心力衰竭患者中进行了推导和验证分析。PRP 是在 Henry Ford 心力衰竭药物基因组学登记处(n=248)的随机子集中推导出来的,然后在 Henry Ford 心力衰竭药物基因组学登记处(n=247)、TIME-CHF(老年充血性心力衰竭患者强化与标准药物治疗试验;n=431)和 HF-ACTION 试验(心力衰竭:一项控制试验,研究运动训练的结果;n=510)的其余患者的荟萃分析中进行了验证。PRP 是根据 BB×基因型相互作用的全基因组分析构建的,该分析预测了全因死亡率的时间,调整了 Meta-Analysis Global Group in Chronic Heart Failure 评分、基因型、BB 暴露水平和 BB 倾向性评分。
在 1000 个单核苷酸多态性的五重交叉验证摘要中,确定了使用 44 个单核苷酸多态性评分和第 30 百分位的最佳预测值。在验证测试(n=1188)中,较低 PRP 评分的患者(n=251;危险比,0.19[95%CI,0.04-0.51];=0.0075)的 BB 暴露量较高与全因死亡率降低相关,但较高 PRP 评分的患者(n=937;危险比,0.84[95%CI,0.53-1.3];=0.448)则没有这种相关性-这种差异具有统计学意义(交互作用,0.0235)。无论是否存在心房颤动、射血分数(≤40%与 41%-50%),或当检查心血管死亡时,结果均一致。
在射血分数降低的心力衰竭的欧洲裔患者中,PRP 区分了从 BB 暴露中获得显著生存获益的患者和未获益的更大患者群体。需要进一步的工作来前瞻性地测试临床实用性,并为其他人群和其他药物开发 PRP。