Armstrong Nicole D, Srinivasasainagendra Vinodh, Patki Amit, Jones Alana C, Parcha Vibhu, Pampana Akhil, Broeckel Ulrich, Lange Leslie A, Arora Pankaj, Limdi Nita A, Tiwari Hemant K, Irvin Marguerite R
Department of Epidemiology, University of Alabama at Birmingham.
Department of Biostatistics, University of Alabama at Birmingham.
JAMA Cardiol. 2024 Dec 1;9(12):1134-1141. doi: 10.1001/jamacardio.2024.3649.
The clinical utility of polygenic risk scores (PRS) for blood pressure (BP) response to antihypertensive treatment (AHT) has not been elucidated.
To investigate the ability of a systolic BP (SBP) PRS to predict AHT response and apparent treatment-resistant hypertension (aTRH).
DESIGN, SETTING, AND PARTICIPANTS: The Genetics of Hypertension Associated Treatments (GenHAT) study was an ancillary pharmacogenomic study to the Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT). ALLHAT, which enrolled participants aged 55 years or older with hypertension (HTN) starting in February 1994, completed follow-up in March 2002. The current study was conducted from a subset of Black GenHAT participants randomized to the treatment groups of either chlorthalidone (n = 3745) or lisinopril (n = 2294), with genetic data available from a prior genetic association study. The current study's objective was to examine the association of the SBP PRS to AHT response over 6 months, as well as to examine the predictive accuracy of the SBP PRS with aTRH. The current analysis took place in February 2023, with additional analyses conducted in July 2024.
An SBP PRS (comprising 1 084 157 genetic variants) stratified as quintiles and per SD.
The primary outcome was change in SBP (ΔSBP) and diastolic BP (ΔDBP) over 6 months. aTRH was defined as the use of 3 AHTs with uncontrolled HTN at year 3 of follow-up or taking 4 or more AHTs at year 3 of follow-up, regardless of BP. Baseline demographics were compared across PRS quintiles using Kruskal-Wallis or χ2 tests as appropriate. The least-square means of BP response were calculated through multivariable adjusted linear regression, and multivariable adjusted logistic regression was used to calculate the odds ratios and 95% confidence intervals for aTRH.
Among 3745 Black GenHAT participants randomized to chlorthalidone treatment, median (IQR) participant age was 65 (60-71) years, and 2064 participants (55.1%) were female. Each increasing quintile of the SBP PRS from 1 to 5 was associated with a reduced BP response to treatment over 6 months. Participants in the lowest quintile experienced a mean ΔSBP of -10.01 mm Hg (95% CI, -11.11 to -8.90) compared to -6.57 mm Hg (95% CI, -7.67 to -5.48) for participants in the median quintile. No associations were observed between the SBP PRS and BP response to lisinopril. Participants in the highest PRS quintile had 67% higher odds of aTRH compared to those in the median quintile (odds ratio, 1.67; 95% CI, 1.19-2.36). These associations were independently validated.
In this genetic association study, Black individuals with HTN at a lower genetic risk of elevated BP experienced an approximately 3.5 mm Hg-greater response to chlorthalidone compared with those at an intermediate genetic risk of elevated BP. SBP PRS may also identify individuals with HTN harboring a higher risk of treatment-resistant HTN. Overall, SBP PRS demonstrates potential to identify those who may have greater benefit from chlorthalidone, but future research is needed to determine if PRS can inform initiation and choice of treatment among individuals with HTN.
多基因风险评分(PRS)对血压(BP)对抗高血压治疗(AHT)反应的临床效用尚未阐明。
研究收缩压(SBP)PRS预测AHT反应和明显治疗抵抗性高血压(aTRH)的能力。
设计、设置和参与者:高血压相关治疗遗传学(GenHAT)研究是降压和降脂治疗预防心脏病发作试验(ALLHAT)的一项辅助药物基因组学研究。ALLHAT于1994年2月开始招募年龄在55岁及以上的高血压(HTN)参与者,并于2002年3月完成随访。本研究是对GenHAT黑人参与者的一个子集进行的,这些参与者被随机分配到氯噻酮治疗组(n = 3745)或赖诺普利治疗组(n = 2294),并可从先前的基因关联研究中获得基因数据。本研究的目的是检查SBP PRS与6个月内AHT反应的关联,以及检查SBP PRS对aTRH的预测准确性。当前分析于2023年2月进行,2024年7月进行了额外分析。
SBP PRS(包含1084157个基因变异)分为五分位数并按标准差分层。
主要结局是6个月内SBP(ΔSBP)和舒张压(ΔDBP)的变化。aTRH被定义为在随访第3年使用3种AHT但高血压未得到控制,或在随访第3年服用4种或更多AHT,无论血压如何。使用Kruskal-Wallis检验或χ2检验(视情况而定)对PRS五分位数的基线人口统计学特征进行比较。通过多变量调整线性回归计算血压反应的最小二乘均值,并使用多变量调整逻辑回归计算aTRH的比值比和95%置信区间。
在3745名随机分配到氯噻酮治疗的GenHAT黑人参与者中,参与者的年龄中位数(IQR)为65(60 - 71)岁,2064名参与者(55.1%)为女性。SBP PRS从第1五分位数到第5五分位数每增加一个等级,与6个月内治疗的血压反应降低相关。最低五分位数的参与者平均ΔSBP为 -10.01 mmHg(95% CI,-11.11至 -8.90),而中间五分位数的参与者为 -6.57 mmHg(95% CI,-7.67至 -5.48)。未观察到SBP PRS与赖诺普利的血压反应之间存在关联。PRS最高五分位数的参与者发生aTRH的几率比中间五分位数的参与者高67%(比值比,1.67;95% CI, 1.19 - 2.36)。这些关联得到了独立验证。
在这项基因关联研究中,与血压升高遗传风险中等的黑人高血压患者相比,遗传风险较低的黑人高血压患者对氯噻酮的反应大约高3.5 mmHg。SBP PRS还可能识别出患有治疗抵抗性高血压风险较高的高血压患者。总体而言,SBP PRS显示出识别那些可能从氯噻酮中获益更大的患者的潜力,但未来需要进行研究以确定PRS是否能为高血压患者的治疗起始和选择提供参考。