Combining electronic healthcare databases in Europe to allow for large-scale drug safety monitoring: the EU-ADR Project

被引:180
|
作者
Coloma, Preciosa M. [1 ]
Schuemie, Martijn J. [1 ]
Trifiro, Gianluca [1 ]
Gini, Rosa [2 ]
Herings, Ron [3 ]
Hippisley-Cox, Julia [4 ]
Mazzaglia, Giampiero [5 ]
Giaquinto, Carlo [6 ]
Corrao, Giovanni [7 ]
Pedersen, Lars [8 ]
van der Lei, Johan [1 ]
Sturkenboom, Miriam [1 ,9 ]
机构
[1] Erasmus Univ, Med Ctr, Dept Med Informat, Rotterdam, Netherlands
[2] Agenzia Reg Sanita, Della Toscana Florence, Italy
[3] PHARMO Inst, Utrecht, Netherlands
[4] Univ Nottingham, Sch Community Hlth Sci, Div Primary Care, Nottingham NG7 2RD, England
[5] Soc Italiana Med Gen, Florence, Italy
[6] Pedianet Soc Serv Telemat SRL, Padua, Italy
[7] Univ Milanobicocca, Dept Stat, Milan, Italy
[8] Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, Denmark
[9] Erasmus Univ, Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
关键词
drug safety; signal detection; upper gastrointestinal bleeding; nonsteroidal anti-inflammatory drugs; EU-ADR; UPPER GASTROINTESTINAL HEMORRHAGE; NONSTEROIDAL ANTIINFLAMMATORY DRUGS; CYCLO-OXYGENASE-2; INHIBITORS; POSTMARKETING SURVEILLANCE; RETROSPECTIVE COHORT; SIGNAL-DETECTION; EVENTS; RISK; PHARMACOVIGILANCE; HOSPITALIZATION;
D O I
10.1002/pds.2053
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Purpose In this proof-of-concept paper we describe the framework, process, and preliminary results of combining data from European electronic healthcare record (EHR) databases for large-scale monitoring of drug safety. Methods Aggregated demographic, clinical, and prescription data from eight databases in four countries (Denmark, Italy, Netherlands, the UK) were pooled using a distributed network approach by generation of common input data followed by local aggregation through custom-built software, Jerboa (c). Comparison of incidence rates of upper gastrointestinal bleeding (UGIB) and nonsteroidal anti-inflammatory drug (NSAID) utilization patterns were used to evaluate data harmonization and quality across databases. The known association of NSAIDs and UGIB was employed to demonstrate sensitivity of the system by comparing incidence rate ratios (IRRs) of UGIB during NSAID use to UGIB during all other person-time. Results The study population for this analysis comprised 19 647 445 individuals corresponding to 59 929 690 person-years of follow-up. 39 967 incident cases of UGIB were identified during the study period. Crude incidence rates varied between 38.8 and 109.5/100 000 person-years, depending on country and type of database, while age-standardized rates ranged from 25.1 to 65.4/100 000 person-years. NSAID use patterns were similar for databases within the same country but heterogeneous among different countries. A statistically significant age-and gender-adjusted association between use of any NSAID and increased risk for UGIB was confirmed in all databases, IRR from 2.0 (95%CI:1.7-2.2) to 4.3 (95%CI: 4.1-4.5). Conclusions Combining data from EHR databases of different countries to identify drug-adverse event associations is feasible and can set the stage for changing and enlarging the scale for drug safety monitoring. Copyright (C) 2010 John Wiley & Sons, Ltd.
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页码:1 / 11
页数:11
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    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2013, 72 : 32 - 32
  • [2] The Power of Electronic Healthcare Databases for Active Drug Safety Surveillance in Children and Adolescents: An EU-ADR Study
    de Bie, Sandra
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    Ferrajolo, Carmen
    Trifiro, Gianluca
    Verhamme, Katia
    Schuemie, Martijn
    Straus, Sabine
    Gini, Rosa
    Herings, Ron
    Mazzaglia, Giampiero
    Picelli, Gino
    Scotti, Lorenza
    Pedersen, Lars
    Stricker, Bruno
    van der Lei, Johan
    Sturkenboom, Miriam
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 : 329 - 330
  • [3] HARMONISING DEFINITIONS OF ADVERSE EVENTS AMONG 8 EUROPEAN HEALTHCARE DATABASES PARTICIPATING IN THE EU-ADR PROJECT
    Gini, R.
    Avillach, P.
    Coloma, P. M.
    Mougin, F.
    Dufour, J-C
    Thiessard, F.
    Joubert, M.
    Mazzaglia, G.
    Giaquinto, C.
    Fornari, C.
    Herings, R.
    Hippisley-Cox, J.
    Molokhia, M.
    Pedersen, L.
    Fourrier-Reglat, A.
    Fieschi, M.
    Sturkenboom, M.
    Van Der Lei, J.
    Pariente, A.
    Trifiro, G.
    [J]. EPIDEMIOLOGIA & PREVENZIONE, 2010, 34 (5-6): : 89 - 90
  • [4] Psychotropic Drug Use in the Elderly Across Europe: A Perspective from the EU-ADR Project
    Coloma, Preciosa
    Trifiro', Gianluca
    Schuemie, Martijn
    Gini, Rosa
    Herings, Ron
    Hippisley-Cox, Julia
    Mazzaglia, Giampiero
    Corrao, Giovanni
    Pedersen, Lars
    van der Lei, Johan
    Sturkenboom, Miriam
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2010, 19 : S230 - S230
  • [5] Harmonization of the Event Identification Process in Eight European Healthcare Databases: The Experience from the EU-ADR Project
    Trifiro', Gianluca
    Avillach, Paul
    Gini, Rosa
    Coloma, Preciosa
    Mazzaglia, Giampiero
    Picelli, Gino
    Scotti, Lorenza
    Herings, Ron
    Hippisley-Cox, Julia
    Molokhia, Mariam
    Pedersen, Lars
    Reglat, Annie Fourrier
    Pariente, Antoine
    Sturkenboom, Miriam
    van der Lei, Johan
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 : S4 - S4
  • [6] For How Many and What Types of Drugs Can Longitudinal Healthcare Databases Detect Safety Signals? A View from the EU-ADR Project
    Coloma, Preciosa M.
    Trifiro, Gianluca
    Schuemie, Martijn
    Gini, Rosa
    Herings, Ron
    Hippisley-Cox, Julia
    Mazzaglia, Giampiero
    Corrao, Giovanni
    Picelli, Gino
    Pedersen, Lars
    van der Lei, Johan
    Sturkenboom, Miriam
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 : S160 - S160
  • [7] Harmonization process for the identification of medical events in eight European healthcare databases: the experience from the EU-ADR project
    Avillach, Paul
    Coloma, Preciosa M.
    Gini, Rosa
    Schuemie, Martijn
    Mougin, Fleur
    Dufour, Jean-Charles
    Mazzaglia, Giampiero
    Giaquinto, Carlo
    Fornari, Carla
    Herings, Ron
    Molokhia, Mariam
    Pedersen, Lars
    Fourrier-Reglat, Annie
    Fieschi, Marius
    Sturkenboom, Miriam
    van der Lei, Johan
    Pariente, Antoine
    Trifiro, Gianluca
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2013, 20 (01) : 184 - 192
  • [8] Drug Safety Signals Detected Using Electronic Health Records and Spontaneous Reporting Systems Data: The Experience of EU-ADR Project
    Patadia, Vaishali
    Schuemie, Martijn
    Coloma, Preciosa
    Gini, Rosa
    Herings, Ron
    Mazzaglia, Giampiero
    Picelli, Gino
    Fornari, Carla
    Pedersen, Lars
    van der Lei, Johan
    Sturkenboom, Miriam
    Trifiro, Gianluca
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 : 342 - 343
  • [9] COMPARISON OF DRUG SAFETY SIGNAL DETECTION BETWEEN SPONTANEOUS REPORTING DATABASES AND EU-ADR LONGITUDINAL DATABASE NETWORK
    Trifiro, G.
    Patadia, V.
    Schuemiel, M. J.
    Coloma, P.
    Gini, R.
    Herings, R.
    Mazzaglia, G.
    Picelli, G.
    Scotti, L.
    Peder, L.
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2011, 109 : 84 - 84
  • [10] Preliminary Comparison of Drug Safety Signal Detection between Spontaneous Reporting Databases and EU-ADR Longitudinal Database Network
    Patadia, Vaishali
    Schuemiel, Martijn J.
    Coloma, Preciosa
    Gini, Rosa
    Herings, Ron
    Mazzaglia, Giampiero
    Picelli, Gino
    Scotti, Lorenza
    Pedersen, Lars
    Cox, Julia Hippisley
    Avillach, Paul
    van der Lei, Johan
    Sturkenboom, Miriam
    Trifiro, Gianluca
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 : S342 - S343