Million-Person Precision Medicine Initiative, Department of Medical Research, China Medical University Hospital, Taichung, Taiwan.
Department of Pharmacy, China Medical University Hospital, Taichung, Taiwan.
Clin Ther. 2023 Jul;45(7):662-670. doi: 10.1016/j.clinthera.2023.04.006. Epub 2023 Jun 8.
The anticoagulation activity of warfarin in populations with CYP2C9, VKORC1, and CYP4F2 variants differs between individuals and is correlated with poor international normalized ratio (INR) control. Pharmacogenetics-guided warfarin dosing has been successfully developed for patients with genetic variations in recent years. However, few real-world data have been used to investigate the INR and warfarin dosage and the time to target INR. This study examined the largest collection of genetic and clinical real-world data related to warfarin to provide further evidence supporting the benefits of pharmacogenetics in clinical outcomes.
We retrieved a total of 69,610 INR-warfarin records after the index date from 2,613 patients in the China Medical University Hospital database between January 2003 and December 2019. Each INR reading was obtained from the latest laboratory data after the hospital visit date. Patients with a history of malignant neoplasms or pregnancy before the index date were excluded, as were patients without data on INR measurements after the fifth day of prescription, genetic information, or gender variables. The primary outcomes were the INR and warfarin dosage during days 7, 14, 28, 56, and 84 after prescription. The secondary outcome was the time required to reach the INR ranges of 1.5 to 3.0 and >4.0.
A total of 59,643 INR-warfarin records from 2188 patients were retrieved. The average INR was higher for homozygous carriers of the minor allele at CYP2C9 and VKORC1 during the first 7 days (1.83 [1.03] [CYP2C91] and 2.46 [1.44] [CYP2C93], P < 0.001; 1.39 [0.36] [rs9923231 G/G], 1.55 [0.79] [rs9923231 G/A], and 1.96 [1.13] [rs9923231 A/A], P < 0.001) than for the wild-type allele. These patients with variants required lower warfarin doses than those with the wild-type allele during the first 28 days. CYP4F2 variant patients seemed to require higher doses of warfarin than those in the wild-type group; however, no significant difference in the average INR was observed (1.95 [1.14] [homozygous V433 carriers], 1.78 [0.98] [heterozygous V433M carriers], and 1.66 [0.91] [homozygous M433 carriers], P = 0.016).
Our study indicates that genetic variants in the Han population may enhance warfarin responsiveness, which holds clinical relevance. An increased warfarin dosage was not linked to a shorter time to therapeutic INR between CYP4F2 variant patients and those with a wild-type allele. Assessing CYP2C9 and VKORC1 genetic polymorphisms before initiating warfarin treatment in real-world practice is essential for potentially vulnerable patients and is likely to optimize therapeutic dosing.
华法林在 CYP2C9、VKORC1 和 CYP4F2 变异体人群中的抗凝活性在个体之间存在差异,与 INR 控制不佳相关。近年来,已经成功开发了基于遗传药理学的华法林剂量调整方法,用于治疗具有遗传变异的患者。然而,很少有真实世界的数据用于研究 INR 和华法林剂量以及达到 INR 目标的时间。本研究考察了与华法林相关的最大遗传和临床真实世界数据集,为遗传药理学在临床结果中的获益提供了进一步的证据支持。
我们从 2003 年 1 月至 2019 年 12 月期间中国医科大学附属医院数据库中的 2613 例患者中,共检索到索引日期后 69610 份 INR-华法林记录。每次 INR 读数均来自医院就诊日期后最新的实验室数据。排除索引日期前有恶性肿瘤或妊娠病史的患者,以及没有第五天以后的 INR 测量值、遗传信息或性别变量的患者。主要结局指标为处方后第 7、14、28、56 和 84 天的 INR 和华法林剂量。次要结局指标是达到 INR 范围 1.5 至 3.0 和>4.0 的时间。
共从 2188 例患者中检索到 59643 份 INR-华法林记录。在最初的 7 天内,CYP2C9 和 VKORC1 等位基因纯合子携带者的平均 INR 更高(1.83 [1.03] [CYP2C91]和 2.46 [1.44] [CYP2C93],P<0.001;1.39 [0.36] [rs9923231 G/G]、1.55 [0.79] [rs9923231 G/A]和 1.96 [1.13] [rs9923231 A/A],P<0.001),与野生型等位基因相比。这些变异体携带者在最初的 28 天内需要的华法林剂量比野生型等位基因携带者低。CYP4F2 变异体患者似乎需要比野生型组更高的华法林剂量;然而,平均 INR 没有观察到显著差异(1.95 [1.14] [纯合子 V433 携带者]、1.78 [0.98] [杂合子 V433M 携带者]和 1.66 [0.91] [纯合子 M433 携带者],P=0.016)。
本研究表明,汉族人群中的遗传变异可能增强华法林的反应性,这具有临床意义。CYP4F2 变异体患者与野生型等位基因患者之间,增加华法林剂量与达到治疗性 INR 的时间缩短无关。在真实世界实践中,在开始华法林治疗之前评估 CYP2C9 和 VKORC1 遗传多态性对于潜在脆弱的患者至关重要,并且可能优化治疗剂量。