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      Bridging Differences in Outcomes of Pharmacoepidemiological Studies: Design and First Results of the PROTECT Project

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          Abstract

          Background:

          Observational pharmacoepidemiological (PE) studies on drug safety have produced discrepant results that may be due to differences in design, conduct and analysis.

          Purpose:

          The pharmacoepidemiology work-package (WP2) of the Pharmacoepidemiological Research on Outcomes of Therapeutics by a European ConsorTium (PROTECT) project aims at developing, testing and disseminating methodological standards for design, conduct and analysis of pharmacoepidemiological studies applicable to different safety issues using different databases across European countries. This article describes the selection of the safety issues and the description of the databases to be systematically studied.

          Methods:

          Based on two consensus meetings and a literature search, we selected five drug-adverse event (AE) pairs to be evaluated in different databases. This selection was done according to pre-defined criteria such as regulatory and public health impact, and the potential to investigate a broad range of methodological issues.

          Results:

          The selected drug-AE pairs are: 1) inhaled long-acting beta-2 agonists and acute myocardial infarction; 2) antimicrobials and acute liver injury; 3) antidepressants and/or benzodiazepines and hip fracture; 4) anticonvulsants and suicide/suicide attempts; and 5) calcium channel blockers and malignancies. Six European databases, that will be used to evaluate the drug-AE pairs retrospectively, are also described.

          Conclusion:

          The selected drug-AE pairs will be evaluated in PE studies using common protocols. Based on consistencies and discrepancies of these studies, a framework for guiding methodological choices will be developed. This will increase the usefulness and reliability of PE studies for benefit-risk assessment and decision-making.

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          Most cited references66

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          Incidence of drug-induced hepatic injuries: a French population-based study.

          The incidence of hepatic adverse drug reactions (ADRs) remains unknown in the general population. The goal of this population-based study was to assess the incidence and seriousness of hepatic ADRs. All new cases of symptomatic drug-induced hepatic injuries were collected by 139 trained physicians (general practitioners [GPs] and specialists) between November 1997 and November 2000 in an area containing 81,301 inhabitants who could not go elsewhere for medical care. Over 3 years, 34 cases of hepatic ADRs were collected, 82% of them in outpatients. Global crude annual incidence rate was 13.9 +/- 2.4 per 100,000 inhabitants; corresponding standardized annual global rate was 8.1 +/- 1.5. There was no difference between urban and rural areas. Standardized incidence female/male ratio was 0.86 (0.26-2.90) until 49 years of age and 2.62 (1.00-6.92) after this age. Diagnosis was carried out by GPs in half of the cases. The outcome was recovery for 32 patients and death for 2. The main drugs implicated were anti-infectious, psychotropic, hypolipidemic agents, and nonsteroidal anti-inflammatory drugs (NSAIDs). Our results suggest that the number of hepatic ADRs in the French population would be 16 times greater than the number noted by spontaneous reporting to French regulatory authorities. In conclusion, the incidence and seriousness of drug-induced hepatitis are largely underestimated in the general population. These results may be useful for further evaluation of drug-induced hepatotoxicity.
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            Advancing the science for active surveillance: rationale and design for the Observational Medical Outcomes Partnership.

            The U.S. Food and Drug Administration (FDA) Amendments Act of 2007 mandated that the FDA develop a system for using automated health care data to identify risks of marketed drugs and other medical products. The Observational Medical Outcomes Partnership is a public-private partnership among the FDA, academia, data owners, and the pharmaceutical industry that is responding to the need to advance the science of active medical product safety surveillance by using existing observational databases. The Observational Medical Outcomes Partnership's transparent, open innovation approach is designed to systematically and empirically study critical governance, data resource, and methodological issues and their interrelationships in establishing a viable national program of active drug safety surveillance by using observational data. This article describes the governance structure, data-access model, methods-testing approach, and technology development of this effort, as well as the work that has been initiated.
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              Acute and clinically relevant drug-induced liver injury: a population based case-control study.

              To provide quantitative information about the absolute and relative risks of acute and clinically relevant drug-induced liver injury. We performed a population-based case-control study using the UK-based General Practice Research Database as the source of information. A total of 1,636,792 persons subjects aged 5-75 years old registered in the database from 1 January, 1994 to 31 December, 1999 were followed-up for a total of 5,404,705 person-years. Cases were identified by an exhaustive computer search, then reviewed manually and finally validated against the clinical records. Only idiopathic cases serious enough to be referred to hospital or a consultant were selected. A total of 5000 controls were randomly sampled from the person-time of study cohort. Current users were defined if a prescription ended within 15 days of the index date, and nonusers if there was no prescription before the index date. One hundred and twenty-eight patients were considered as valid cases, being the crude incidence rate of 2.4 (95% confidence interval: 2.0, 2.8) per 100 000 person-years. The strongest associations were found with chlorpromazine (adjusted odds ratio (AOR); 95% CI = 416; 45, 3840), amoxicillin/clavulanic acid (AOR = 94.8; 27.8, 323), flucloxacillin (AOR = 17.7; 4.4, 71.0), macrolides (AOR = 6.9; 2.3, 21.0), tetracyclines (AOR = 6.2; 2.4, 15.8); metoclopramide (AOR = 6.2; 1.8, 21.3); chlorpheniramine (AOR = 9.6; 1.9, 49.7); betahistine (AOR = 15.3; 2.9, 80.7); sulphasalazine (AOR = 25.5; 6.0, 109); azathioprine (AOR = 10.5; 1.4, 76.4), diclofenac (AOR = 4.1; 1.9, 8.8) and antiepileptics (AOR = 5.1; 1.9, 13.7). A dose-effect was apparent for diclofenac, amoxicillin/clavulanic acid and flucloxacillin. The combination of two or more hepatotoxic drugs increased the risk by a factor of 6. The highest crude incidence rates were found for chlorpromazine, azathioprine, and sulfasalazine (about 1 per 1000 users). Idiopathic, acute and clinically relevant liver injury, which has the use of drugs as the most probable aetiology, is a rare event in the general population. The relative risks of 40 drugs/therapeutic classes are provided, along with the crude incidence rates for 15 of them where a statistical association was found.
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                Author and article information

                Journal
                Curr Clin Pharmacol
                Curr Clin Pharmacol
                CCP
                Current Clinical Pharmacology
                Bentham Science Publishers
                1574-8847
                2212-3938
                May 2014
                May 2014
                : 9
                : 2
                : 130-138
                Affiliations
                [1 ]Utrecht Institute for Pharmaceutical Sciences (UIPS), Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands;
                [2 ]European Medicines Agency (EMA), London, United Kingdom;
                [3 ]CAPHRI, School for Public Health and Primary Care, Maastricht University, The Netherlands;
                [4 ]Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, United Kingdom;
                [5 ]National Institute for Health Data and Disease Control, Sector for National Health Documentation and Research, Copenhagen, Denmark;
                [6 ]Institute for Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany;
                [7 ]NIVEL, Netherlands Institute for Health Services Research, Utrecht, The Netherlands;
                [8 ]BIFAP Research Unit (Spanish Agency for Medicines and Medical Devices) and University of Alcalá, Madrid, Spain;
                [9 ]GlaxoSmithKline R&D, Harlow, UK;
                [10 ]LA-SER & Pasteur Institute (Pharmacoepidemiology and Infectious Diseases Unit), Paris, France;
                [11 ]University Medical Center Utrecht (UMCU), Department of Clinical Pharmacy, Utrecht, The Netherlands;
                [12 ]Epidemiology, Pfizer, New York, NY, USA;
                [13 ]University Medical Center Utrecht (UMCU), Julius Center for Health Sciences and Primary Care, The Netherlands
                Author notes
                [* ]Address correspondence to this author at the Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, P.O. Box 80082 3508 TB Utrecht, The Netherlands; Tel: +31 6 130 88 539; Fax: +31 30 253 91 66; E-mail: o.h.klungel@ 123456uu.nl
                [#]

                On behalf of the members of work-package 2 (WP2) of PROTECT (Framework for pharmacoepidemiology studies): Alvarez Y, G Candore., J. Durand, J. Slattery (European Medicines Agency); J. Hasford, M. Rottenkolber (Ludwig-Maximilians-Universität-München); S. Schmiedl (Witten University); F. de Abajo Iglesias, M. Gil, R. Gonzalez, C. Huerta Alvarez, E. Martin, B. Oliva, G. Requena (Agencia Espanola de Medicamentos y Productos Sanitarios); J. Amelio, R. Brauer, G. Downey, M. Feudjo-Tepie, M. Schoonen (Amgen NV); S. Johansson (AstraZeneca); J. Robinson, M. Schuerch, I. Tatt (Roche); L.A. Garcia, A. Ruigomez (Fundación Centro Español de Investigación Farmacoepidemiológica); J. Campbell, A. Gallagher, E. Ng, T.P. van Staa (Clinical Practice Research Datalink); O. Demol (Genzyme); N. Boudiaf, K. Davis, J. Logie, J. Pimenta, (GlaxoSmithKline Research and Development LTD); R. Beau- Lejdstrom, L. Bensouda-Grimaldi (L.A. Sante Epidemiologie Evaluation Recherche); U. Hesse, P. F. Rønn (Sundhedsstyrelsen (Danish Health and Medicines Authority) ); M. Miret (Merck KGaA ); J. Fortuny, P. Primatesta, E. Rivero, R. Schlienger (Novartis); A. Bate, N. Gatto, R. Reynolds (Pfizer); E. Ballarin, P. Ferrer, L. Ibañez, J.R. Laporte, M. Sabaté (Fundació Institut Català de Farmacologia); V. Abbing-Karahagopian, S. Ali, D. de Bakker, S. Belitser, A. de Boer, M.L. De Bruin, A.C.G. Egberts, , L. van Dijk, H. Gardarsdottir, R.H. Groenwold, M. de Groot, A.W. Hoes, O.H. Klungel, H.G.M. Leufkens, W. Pestman, K.C.B. Roes, P. Souverein, F. Rutten, J. Uddin, H.A.. van den Ham, E. Voogd, F. de Vries (Universiteit Utrecht).

                Article
                CCP-9-130
                10.2174/1574884708666131111211802
                4083447
                24218995
                0bac586f-b1be-4ab7-bd74-cf453d18ce44
                © 2013 Bentham Science Publishers

                This is an open access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.5/), which permits unrestrictive use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 19 December 2012
                : 20 February 2013
                : 19 May 2013
                Categories
                Article

                Pharmacology & Pharmaceutical medicine
                adrenergic beta-agonists,anti-bacterial agents,anticonvulsants,antidepressive agents,benzodiazepines,bone,calcium channel blockers,drug toxicity,european medicines agency,fractures, liver injury,myocardial infarction,neoplasms,observational studies,pharmacoepidemiology,suicide.

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