Literature DB >> 25487079

Using real-world healthcare data for pharmacovigilance signal detection - the experience of the EU-ADR project.

Vaishali K Patadia1, Preciosa Coloma, Martijn J Schuemie, Ron Herings, Rosa Gini, Giampiero Mazzaglia, Gino Picelli, Carla Fornari, Lars Pedersen, Johan van der Lei, Miriam Sturkenboom, Gianluca Trifirò.   

Abstract

A prospective pharmacovigilance signal detection study, comparing the real-world healthcare data (EU-ADR) and two spontaneous reporting system (SRS) databases, US FDA's Adverse Event Reporting System and WHO's Vigibase is reported. The study compared drug safety signals found in the EU-ADR and SRS databases. The potential for signal detection in the EU-ADR system was found to be dependent on frequency of the event and utilization of drugs in the general population. The EU-ADR system may have a greater potential for detecting signals for events occurring at higher frequency in general population and those that are commonly not considered as potentially a drug-induced event. Factors influencing various differences between the datasets are discussed along with potential limitations and applications to pharmacovigilance practice.

Entities:  

Keywords:  EU-ADR; FAERS; adverse drug reactions; data mining; electronic health records; pharmacovigilance; real-world healthcare data; signal detection; spontaneous reporting systems

Mesh:

Year:  2015        PMID: 25487079     DOI: 10.1586/17512433.2015.992878

Source DB:  PubMed          Journal:  Expert Rev Clin Pharmacol        ISSN: 1751-2433            Impact factor:   5.045


  13 in total

1.  Social Media Listening for Routine Post-Marketing Safety Surveillance.

Authors:  Gregory E Powell; Harry A Seifert; Tjark Reblin; Phil J Burstein; James Blowers; J Alan Menius; Jeffery L Painter; Michele Thomas; Carrie E Pierce; Harold W Rodriguez; John S Brownstein; Clark C Freifeld; Heidi G Bell; Nabarun Dasgupta
Journal:  Drug Saf       Date:  2016-05       Impact factor: 5.606

Review 2.  The Role of European Healthcare Databases for Post-Marketing Drug Effectiveness, Safety and Value Evaluation: Where Does Italy Stand?

Authors:  Gianluca Trifirò; Rosa Gini; Francesco Barone-Adesi; Ettore Beghi; Anna Cantarutti; Annalisa Capuano; Carla Carnovale; Antonio Clavenna; Mirosa Dellagiovanna; Carmen Ferrajolo; Matteo Franchi; Ylenia Ingrasciotta; Ursula Kirchmayer; Francesco Lapi; Roberto Leone; Olivia Leoni; Ersilia Lucenteforte; Ugo Moretti; Alessandro Mugelli; Luigi Naldi; Elisabetta Poluzzi; Concita Rafaniello; Federico Rea; Janet Sultana; Mauro Tettamanti; Giuseppe Traversa; Alfredo Vannacci; Lorenzo Mantovani; Giovanni Corrao
Journal:  Drug Saf       Date:  2019-03       Impact factor: 5.606

3.  From Big Data to Smart Data for Pharmacovigilance: The Role of Healthcare Databases and Other Emerging Sources.

Authors:  Gianluca Trifirò; Janet Sultana; Andrew Bate
Journal:  Drug Saf       Date:  2018-02       Impact factor: 5.606

4.  Time Series Disturbance Detection for Hypothesis-Free Signal Detection in Longitudinal Observational Databases.

Authors:  Ed Whalen; Manfred Hauben; Andrew Bate
Journal:  Drug Saf       Date:  2018-06       Impact factor: 5.606

Review 5.  Sources of Safety Data and Statistical Strategies for Design and Analysis: Postmarket Surveillance.

Authors:  Rima Izem; Matilde Sanchez-Kam; Haijun Ma; Richard Zink; Yueqin Zhao
Journal:  Ther Innov Regul Sci       Date:  2018-01-08       Impact factor: 1.778

6.  Useful Interplay Between Spontaneous ADR Reports and Electronic Healthcare Records in Signal Detection.

Authors:  Alexandra C Pacurariu; Sabine M Straus; Gianluca Trifirò; Martijn J Schuemie; Rosa Gini; Ron Herings; Giampiero Mazzaglia; Gino Picelli; Lorenza Scotti; Lars Pedersen; Peter Arlett; Johan van der Lei; Miriam C Sturkenboom; Preciosa M Coloma
Journal:  Drug Saf       Date:  2015-12       Impact factor: 5.606

7.  Clinical epidemiology in the era of big data: new opportunities, familiar challenges.

Authors:  Vera Ehrenstein; Henrik Nielsen; Alma B Pedersen; Søren P Johnsen; Lars Pedersen
Journal:  Clin Epidemiol       Date:  2017-04-27       Impact factor: 4.790

8.  Can Electronic Health Records Databases Complement Spontaneous Reporting System Databases? A Historical-Reconstruction of the Association of Rofecoxib and Acute Myocardial Infarction.

Authors:  Vaishali K Patadia; Martijn J Schuemie; Preciosa M Coloma; Ron Herings; Johan van der Lei; Miriam Sturkenboom; Gianluca Trifirò
Journal:  Front Pharmacol       Date:  2018-06-06       Impact factor: 5.810

9.  Detection of unknown ototoxic adverse drug reactions: an electronic healthcare record-based longitudinal nationwide cohort analysis.

Authors:  Suehyun Lee; Jaehun Cha; Jong-Yeup Kim; Gil Myeong Son; Dong-Kyu Kim
Journal:  Sci Rep       Date:  2021-07-07       Impact factor: 4.379

Review 10.  Impact on Drug Safety of Variation in Adherence: The Need for Routinely Reporting Measures of Dose Intensity in Medication Safety Studies Using Electronic Health Data.

Authors:  Elizabeth E Roughead; Nicole L Pratt
Journal:  Drug Saf       Date:  2015-12       Impact factor: 5.606

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