School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
J Pharm Biomed Anal. 2017 Nov 30;146:135-146. doi: 10.1016/j.jpba.2017.08.018. Epub 2017 Aug 19.
Clopidogrel high on treatment platelets reactivity (HTPR) has burdened achieving optimum therapeutic outcome. Although there are known genetic and non-genetic factors associated with clopidogrel HTPR, which explain in part clopidogrel HTPR, yet, great portion remains unknown, often hindering personalizing antiplatelet therapy. Nuclear magnetic resonance (H NMR) pharmacometabolomics analysis is useful technique to phenotype drug response. We investigated using H NMR analysis to phenotype clopidogrel HTPR in urine. Urine samples were collected from 71 coronary artery disease (CAD) patients who were planned for interventional angiographic procedure prior to taking 600mg clopidogrel loading dose (LD) and 6h post LD. Patients' platelets function testing was assessed with the VerifyNow P2Y12 assay at 6h after LD. Urine samples were analysed using H NMR. Multivariate statistical analysis was used to identify metabolites associated with clopidogrel HTPR. In pre-dose samples, 16 metabolites were associated with clopidogrel HTPR. However, 18 metabolites were associated with clopidogrel HTPR in post-dose samples. The pathway analysis of the identified biomarkers reflected that multifactorial conditions are associated with clopidogrel HTPR. It also revealed the implicated role of gut microbiota in clopidogrel HTPR. Pharmacometabolomics not only discovered novel biomarkers of clopidogrel HTPR but also revealed implicated pathways and conditions.
氯吡格雷高血小板反应性(HTPR)对实现最佳治疗效果造成了负担。尽管已知与氯吡格雷 HTPR 相关的遗传和非遗传因素部分解释了氯吡格雷 HTPR,但仍有很大一部分未知因素,这常常阻碍了个体化抗血小板治疗。核磁共振(H NMR)代谢组学分析是一种用于表型药物反应的有用技术。我们研究了使用 H NMR 分析来表型氯吡格雷 HTPR 在尿液中的表现。收集了 71 例冠心病(CAD)患者的尿液样本,这些患者在服用 600mg 氯吡格雷负荷剂量(LD)前和 LD 后 6 小时进行了介入血管造影术。在 LD 后 6 小时,通过 VerifyNow P2Y12 测定法评估患者的血小板功能。使用 H NMR 分析尿液样本。采用多元统计分析方法识别与氯吡格雷 HTPR 相关的代谢物。在预剂量样本中,有 16 种代谢物与氯吡格雷 HTPR 相关。然而,在剂量后样本中,有 18 种代谢物与氯吡格雷 HTPR 相关。所鉴定生物标志物的途径分析表明,多种因素与氯吡格雷 HTPR 有关。它还揭示了肠道微生物群在氯吡格雷 HTPR 中的作用。药物代谢组学不仅发现了氯吡格雷 HTPR 的新型生物标志物,还揭示了相关途径和条件。