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口服抗凝剂与骨质疏松症的关联:使用多方法学挖掘真实世界数据。

Association between oral anticoagulants and osteoporosis: Real-world data mining using a multi-methodological approach.

机构信息

Division of Clinical Drug Informatics, School of Pharmacy, Kindai University, 3-4-1 Kowakae, Higashi-osaka, Osaka 577-8502, Japan.

Department of Pharmacy, Kindai University Hospital, 377-2 Ohno-higashi, Osaka-Sayama, Osaka 589-8511, Japan.

出版信息

Int J Med Sci. 2020 Feb 4;17(4):471-479. doi: 10.7150/ijms.39523. eCollection 2020.

Abstract

: Warfarin and direct oral anticoagulants (DOACs) have been widely used in antithrombotic therapy. Although warfarin use has been suspected to be associated with osteoporosis risk, several studies have shown otherwise. Conversely, a few reports have found an association between DOACs and osteoporosis. This study therefore clarifies the association between oral anticoagulants and osteoporosis by analyzing real-world data using different methodologies, algorithms, and databases. : Real-world data from the US Food and Drug Administration Adverse Event Reporting System (FAERS; 2004-2016) and Japanese administrative claims database (2005-2017; JMDC Inc., Tokyo) were used. Reporting odds ratio (ROR) and information component (IC) were calculated through disproportionality analysis (DPA) using reports recorded in the FAERS. Sequence symmetry analysis (SSA) was employed to calculate the adjusted sequence ratio (SR) using the JMDC Claims Database. For the adjusted SR and ROR, a significant signal was detected when the lower limit of the two-sided 95% confidence interval (CI) was more than 1. For the IC, a significant signal was detected when the lower limit of the 95% CI was more than 0. : DPA for warfarin found significant signals for osteoporosis in ROR (1.43, 95% CI: 1.32-1.54) and IC (0.50, 95% CI: 0.39-0.61). SSA showed a significant association between warfarin use and osteoporosis or bisphosphonate use. Moreover, a significant association was observed in males and females, albeit only for warfarin. : Multi-methodological data mining revealed that warfarin use, not DOACs, is significantly associated with osteoporosis regardless of sex difference.

摘要

华法林和直接口服抗凝剂(DOACs)已广泛用于抗血栓治疗。尽管华法林的使用已被怀疑与骨质疏松风险有关,但有几项研究表明并非如此。相反,有一些报告发现 DOACs 与骨质疏松之间存在关联。本研究通过使用不同的方法学、算法和数据库,从真实世界数据中分析抗凝药物与骨质疏松之间的关联。

本研究使用了美国食品和药物管理局不良事件报告系统(FAERS;2004-2016 年)和日本行政索赔数据库(2005-2017 年;JMDC Inc.,东京)的真实世界数据。通过 FAERS 中记录的报告进行比例失衡分析(DPA)计算报告比值比(ROR)和信息成分(IC)。使用 JMDC 索赔数据库,通过序列对称分析(SSA)计算调整后的序列比(SR)。对于调整后的 SR 和 ROR,当双侧 95%置信区间(CI)的下限大于 1 时,检测到显著信号。对于 IC,当 95%CI 的下限大于 0 时,检测到显著信号。

对华法林的 DPA 发现骨质疏松的 ROR(1.43,95%CI:1.32-1.54)和 IC(0.50,95%CI:0.39-0.61)有显著信号。SSA 显示华法林的使用与骨质疏松症或双磷酸盐的使用之间存在显著关联。此外,尽管仅在华法林中观察到,男性和女性之间也存在显著关联。

多方法学数据挖掘显示,华法林的使用,而不是 DOACs,与骨质疏松症显著相关,无论性别差异如何。

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