Department of Angiology and Blood Coagulation Marino Golinelli, University Hospital S. Orsola-Malpighi, Via Albertoni, 15, 40138 Bologna, Italy.
Eur J Clin Pharmacol. 2012 Aug;68(8):1167-74. doi: 10.1007/s00228-012-1226-5. Epub 2012 Feb 19.
Warfarin dosing is affected by clinical and genetic variants, but the contribution of the genotype associated with warfarin resistance in pharmacogenetic algorithms has not been well assessed yet. We developed a new dosing algorithm including polymorphisms associated both with warfarin sensitivity and resistance in the Italian population, and its performance was compared with those of eight previously published algorithms.
Clinical and genetic data (CYP2C92, CYP2C93, VKORC1 -1639 G > A, and VKORC1 3730 G > A) were used to elaborate the new algorithm. Derivation and validation groups comprised 55 (58.2% men, mean age 69 years) and 40 (57.5% men, mean age 70 years) patients, respectively, who were on stable anticoagulation therapy for at least 3 months with different oral anticoagulation therapy (OAT) indications.
Performance of the new algorithm, evaluated with mean absolute error (MAE) defined as the absolute value of the difference between observed daily maintenance dose and predicted daily dose, correlation with the observed dose and R(2) value, was comparable with or slightly lower than that obtained using the other algorithms. The new algorithm could correctly assign 53.3%, 50.0%, and 57.1% of patients to the low (≤25 mg/week), intermediate (26-44 mg/week) and high (≥ 45 mg/week) dosing range, respectively. Our data showed a significant increase in predictive accuracy among patients requiring high warfarin dose compared with the other algorithms (ranging from 0% to 28.6%).
The algorithm including VKORC1 3730 G > A, associated with warfarin resistance, allowed a more accurate identification of resistant patients who require higher warfarin dosage.
华法林的剂量受临床和遗传变异的影响,但尚未很好地评估与华法林抵抗相关的基因型在药物遗传学算法中的作用。我们开发了一种新的给药算法,包括与意大利人群中与华法林敏感性和抵抗相关的多态性,并且将其性能与以前发表的八种算法进行了比较。
使用临床和遗传数据(CYP2C92、CYP2C93、VKORC1-1639 G > A 和 VKORC1 3730 G > A)来制定新的算法。推导和验证组分别包含 55 名(58.2%为男性,平均年龄 69 岁)和 40 名(57.5%为男性,平均年龄 70 岁)患者,他们分别接受了至少 3 个月的稳定抗凝治疗,口服抗凝治疗(OAT)的适应症不同。
使用平均绝对误差(MAE)评估新算法的性能,MAE 定义为观察到的每日维持剂量与预测的每日剂量之间的绝对值差异,与观察到的剂量和 R(2)值的相关性,与其他算法相比,其性能相当或略低。新算法可正确将 53.3%、50.0%和 57.1%的患者分配到低(≤25mg/周)、中(26-44mg/周)和高(≥45mg/周)剂量范围。我们的数据表明,与其他算法相比,新算法在需要高剂量华法林的患者中预测准确性显著提高(范围为 0%至 28.6%)。
包括与华法林抵抗相关的 VKORC1 3730 G > A 的算法可以更准确地识别需要更高华法林剂量的耐药患者。