Investigation of Genomic and Transcriptomic Risk Factors of Clopidogrel Response in African Americans.

IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Guang Yang, Cristina Alarcon, Catherine Chanfreau, Norman H Lee, Paula Friedman, Edith Nutescu, Matthew Tuck, Travis O'Brien, Li Gong, Teri E Klein, Kyong-Mi Chang, Philip S Tsao, David O Meltzer, Julie A Lynch, Sony Tuteja, Minoli A Perera
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Abstract

Clopidogrel, an anti-platelet drug, is used to prevent thrombosis after percutaneous coronary intervention. Clopidogrel resistance results in recurring ischemic events, with African Americans (AA) suffering disproportionately. The aim of this study was to discover novel biomarkers of clopidogrel resistance in African Americans using genome and transcriptome data. We conducted a genome-wide association study (GWAS), including local ancestry adjustment, in 141 AA on clopidogrel to identify genetic associations with high on-treatment platelet reactivity (HTPR), with validation of genome-wide significant and suggestive loci in an independent cohort of AA clopidogrel patients (N = 823) from the Million Veteran's Program (MVP) along with in vitro functional analysis. We performed differential gene expression (DGE) analysis in whole blood to identify transcriptomic predictors of response, followed by functional validation in MEG-01 cells. GWAS identified one signal on Chromosome 7 as significantly associated with increasing risk of HTPR. The lead single-nucleotide polymorphism (SNP), rs7807369, within thrombospondin 7A (THSD7A) was associated with an increased risk of HTPR (odds ratio (OR) = 4.02, P = 4.56 × 10-9). Higher THSD7A gene expression was associated with HTPR in an independent cohort of clopidogrel-treated patients (P = 0.004) and carrying a risk allele showed increased gene expression in primary human endothelial cells. Notably, the CYP2C19*2 variants showed no association with clopidogrel response in the discovery or MVP cohorts. DGE analysis identified an association with decreased LAIR1 and AP3B2 expression to HTPR. LAIR1 knockdown in MEG-01 cells resulted in increased expression of SYK and AKT1, suggesting an inhibitory role of LAIR1 in the Glycoprotein VI pathway. In summary, these findings suggest that other variants and genes outside of CYP2C19 star alleles play an important role in clopidogrel response in AA.

氯吡格雷是一种抗血小板药物,用于预防经皮冠状动脉介入治疗后的血栓形成。氯吡格雷耐药性会导致反复发生缺血性事件,而非裔美国人(AA)所受的影响尤为严重。本研究旨在利用基因组和转录组数据发现非裔美国人对氯吡格雷耐药的新型生物标志物。我们在 141 名服用氯吡格雷的 AA 患者中进行了全基因组关联研究(GWAS),包括当地血统调整,以确定与治疗中血小板高反应性(HTPR)的遗传关联,并在来自 "百万退伍军人计划"(MVP)的独立 AA 氯吡格雷患者队列(N = 823)中验证了全基因组显著和提示性位点,同时进行了体外功能分析。我们在全血中进行了差异基因表达 (DGE) 分析,以确定反应的转录组预测因子,然后在 MEG-01 细胞中进行了功能验证。GWAS 确定了 7 号染色体上的一个信号与 HTPR 风险的增加显著相关。单核苷酸多态性(SNP)rs7807369 与 HTPR 风险增加有关(比值比 (OR) = 4.02,P = 4.56 × 10-9)。在一个独立的氯吡格雷治疗患者队列中,较高的 THSD7A 基因表达与 HTPR 相关(P = 0.004),携带风险等位基因的患者在原代人类内皮细胞中的基因表达增加。值得注意的是,在发现队列或 MVP 队列中,CYP2C19*2 变异与氯吡格雷反应无关。DGE 分析发现,LAIR1 和 AP3B2 的表达减少与 HTPR 有关。在 MEG-01 细胞中敲除 LAIR1 会导致 SYK 和 AKT1 表达增加,这表明 LAIR1 在糖蛋白 VI 通路中起抑制作用。总之,这些研究结果表明,CYP2C19星形等位基因以外的其他变体和基因在AA患者对氯吡格雷的反应中起着重要作用。
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来源期刊
CiteScore
12.70
自引率
7.50%
发文量
290
审稿时长
2 months
期刊介绍: Clinical Pharmacology & Therapeutics (CPT) is the authoritative cross-disciplinary journal in experimental and clinical medicine devoted to publishing advances in the nature, action, efficacy, and evaluation of therapeutics. CPT welcomes original Articles in the emerging areas of translational, predictive and personalized medicine; new therapeutic modalities including gene and cell therapies; pharmacogenomics, proteomics and metabolomics; bioinformation and applied systems biology complementing areas of pharmacokinetics and pharmacodynamics, human investigation and clinical trials, pharmacovigilence, pharmacoepidemiology, pharmacometrics, and population pharmacology.
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