Electronic healthcare databases for active drug safety surveillance: is there enough leverage?

被引:76
作者
Coloma, Preciosa M. [1 ]
Trifiro, Gianluca [1 ,2 ]
Schuemie, Martijn J. [1 ]
Gini, Rosa [3 ]
Herings, Ron [4 ]
Hippisley-Cox, Julia [10 ]
Mazzaglia, Giampiero [5 ]
Picelli, Gino [6 ]
Corrao, Giovanni [7 ]
Pedersen, Lars [8 ]
Lei, Johan [1 ]
Sturkenboom, Miriam [1 ,9 ]
机构
[1] Erasmus MC, Dept Med Informat, NL-3000 CA Rotterdam, Netherlands
[2] Univ Messina, Pharmacol Sect, Dept Clin & Expt Med & Pharmacol, Messina, Italy
[3] Agenzia Reg Sanita Toscana, Florence, Italy
[4] PHARMO Inst, Utrecht, Netherlands
[5] Soc Italiana Med Gen, Florence, Italy
[6] Pedianet Soc Serv Telematici SRL, Padua, Italy
[7] Univ Milano Bicocca, Dept Stat, Milan, Italy
[8] Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, Denmark
[9] Erasmus MC, Dept Epidemiol, NL-3000 CA Rotterdam, Netherlands
[10] Univ Nottingham, Sch Community Hlth Sci, Div Primary Care, Nottingham NG7 2RD, England
关键词
active drug safety surveillance; drug safety monitoring; signal detection; electronic healthcare records; electronic healthcare databases; EU-ADR; PHARMACOVIGILANCE; MYOPATHY; LESSONS; POWER; RISK;
D O I
10.1002/pds.3197
中图分类号
R1 [预防医学、卫生学];
学科分类号
100235 [预防医学];
摘要
Purpose To provide estimates of the number and types of drugs that can be monitored for safety surveillance using electronic healthcare databases. Methods Using data from eight European databases (administrative claims, medical records) and in the context of a cohort study, we determined the amount of drug exposure required for signal detection across varying magnitudes of relative risk (RR). We provide estimates of the number and types of drugs that can be monitored as a function of actual use, minimal detectable RR, and empirically derived incidence rates for the following adverse events: (i) acute myocardial infarction; (ii) acute renal failure; (iii) anaphylactic shock; (iv) bullous eruptions; (v) rhabdomyolysis; and (vi) upper gastrointestinal bleeding. We performed data simulation to see how expansion of database size would influence the capabilities of such system. Results Data from 19 647 452 individuals (59 594 132 person-years follow-up) who used 2289 drugs in the EU-ADR network show that for a frequent event such as acute myocardial infarction, there are 531 drugs (23% of total) for which an association with RR = 2, if present, can be investigated. For a rare event such as rhabdomyolysis, there are 19 drugs (1%) for which an association of same magnitude can be investigated. Conclusion Active surveillance using healthcare data-based networks for signal detection is feasible, although the leverage to do so may be low for infrequently used drugs and for rare outcomes. Extending database network size to include data from heterogeneous populations and increasing follow-up time are warranted to maximize leverage of these surveillance systems. Copyright (C) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码:611 / 621
页数:11
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