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dc.contributorIDIAP Jordi Gol
dc.contributor.authorDodd, Caitlin N.
dc.contributor.authorRidder, Maria de
dc.contributor.authorHuang, Wan-Ting
dc.contributor.authorWeibel, Daniel
dc.contributor.authorPerez-Vilar, Silvia
dc.contributor.authorSvenson, Lawrence W.
dc.contributor.authorMahmud, Salaheddin M
dc.contributor.authorCarleton, Bruce
dc.contributor.authorNaus, Monika
dc.contributor.authorKwong, Jeffrey C.
dc.contributor.authorMurray, Brian J.
dc.contributor.authorArnheim-Dahlström, Lisen
dc.contributor.authorPedersen, Lars
dc.contributor.authorPuertas, Francisco Javier
dc.contributor.authorBlack, Steven
dc.contributor.authorSturkenboom, Miriam
dc.contributor.authorDiez-Domingo, Javier
dc.contributor.authorMorros, Rosa
dc.contributor.authorGiner-Soriano, Maria
dc.date.accessioned2018-10-30T14:06:33Z
dc.date.available2018-10-30T14:06:33Z
dc.date.issued2018-10-17
dc.identifier.citationDodd CN, Ridder M, Huang WT, Weibel D, Giner-Soriano M, Perez-Vilar S, et al. Incidence rates of narcolepsy diagnoses in Taiwan, Canada and Europe: the use of statistical simulation to evaluate methods for the rapid assessment of potential safety issues on a population level in the SOMNIA study. PLoS One. 2018 Oct 17;13(10):e0204799. doi: 10.1371/journal.pone.0204799
dc.identifier.issn1932-6203
dc.identifier.urihttps://hdl.handle.net/11351/3639
dc.descriptionVaccination; Narcolepsy; Simulation and modeling
dc.description.abstractBackground & objectives Vaccine safety signals require investigation, which may be done rapidly at the population level using ecological studies, before embarking on hypothesis-testing studies. Incidence rates were used to assess a signal of narcolepsy following AS03-adjuvanted monovalent pandemic H1N1 (pH1N1) influenza vaccination among children and adolescents in Sweden and Finland in 2010. We explored the utility of ecological data to assess incidence of narcolepsy following exposure to pandemic H1N1 virus or vaccination in 10 sites that used different vaccines, adjuvants, and had varying vaccine coverage. Methods We calculated incidence rates of diagnosed narcolepsy for periods defined by influenza virus circulation and vaccination campaign dates, and used Poisson regression to estimate incidence rate ratios (IRRs) comparing the periods during which wild-type virus circulated and after the start of vaccination campaigns vs. the period prior to pH1N1 virus circulation. We used electronic health care data from Sweden, Denmark, the United Kingdom, Canada (3 provinces), Taiwan, Netherlands, and Spain (2 regions) from 2003 to 2013. We investigated interactions between age group and adjuvant in European sites and conducted a simulation study to investigate how vaccine coverage, age, and the interval from onset to diagnosis may impact the ability to detect safety signals. Results Incidence rates of narcolepsy varied by age, continent, and period. Only in Taiwan and Sweden were significant time-period-by-age-group interactions observed. Associations were found for children in Taiwan (following pH1N1 virus circulation) and Sweden (following vaccination). Simulations showed that the individual-level relative risk of narcolepsy was underestimated using ecological methods comparing post- vs. pre-vaccination periods; this effect was attenuated with higher vaccine coverage and a shorter interval from disease onset to diagnosis. Conclusions Ecological methods can be useful for vaccine safety assessment but the results are influenced by diagnostic delay and vaccine coverage. Because ecological methods assess risk at the population level, these methods should be treated as signal-generating methods and drawing conclusions regarding individual-level risk should be avoided.
dc.language.isoeng
dc.publisherPublic Library of Science
dc.relation.ispartofseriesPLoS ONE;13(10)
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.sourceScientia
dc.subjectTrastorns del son
dc.subjectNarcolèpsia - Tractament
dc.subjectNarcolèpsia - Epidemiologia
dc.subject.lccR - Medicine
dc.subject.meshNarcolepsy
dc.subject.mesh/epidemiology
dc.subject.mesh/drug therapy
dc.titleIncidence rates of narcolepsy diagnoses in Taiwan, Canada, and Europe: the use of statistical simulation to evaluate methods for the rapid assessment of potential safety issues on a population level in the SOMNIA study
dc.typeinfo:eu-repo/semantics/article
dc.identifier.doi10.1371/journal.pone.0204799
dc.subject.decsnarcolepsia
dc.subject.decs/epidemiología
dc.subject.decs/tratamiento farmacológico
dc.relation.publishversionhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0204799
dc.audienceProfessionals
dc.contributor.authoraffiliation[Dodd CN] Erasmus Medical Center, Rotterdam, The Netherlands. Julius Center Global Health, University Medical Center Utrecht, Utrecht, The Netherlands. [Ridder M, Weibel D] Erasmus Medical Center, Rotterdam, The Netherlands. [Huang WT] Taiwan Centers for Disease Control, Taipei, Taiwan. [Giner-Soriano M, Morros R] Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Spain. Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Barcelona, Spain. [Perez-Vilar S] Erasmus Medical Center, Rotterdam, The Netherlands. Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat (FISABIO), Vaccine Research, Valencia, Spain. [Diez-Domingo J] Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat (FISABIO), Vaccine Research, Valencia, Spain. [Svenson LW] University of Alberta, Division of Preventative Medicine, Alberta, Canada. [Mahmud SM] University of Manitoba, Rady Faculty of Health Sciences, Winnipeg, Manitoba, Canada. [Carleton B, Naus M] University of British Columbia, Faculty of Medicine, Vancouver, British Columbia, Canada. [Kwong JC] Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada. Public Health Ontario, Toronto, Ontario, Canada. Department of Family & Community Medicine, University of Toronto, Toronto, Ontario, Canada. Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada. University Health Network, Toronto, Ontario, Canada. [Murray BJ] Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada. [Arnheim-Dahlstrom L] Karolinska Institut, Department of Medical Epidemiology and Biostatistics, Stockholm, Sweden. [Pedersen L] Aarhus University, Department of Clinical Epidemiology, Aarhus, Denmark. [Puertas FJ] Sleep Unit, Neurophysiology Department, La Ribera University Hospital, Valencia, Spain. Physiology Department, University of Valencia, Valencia, Spain. [Black S] Cincinnati Children’s Hospital, Center for Global Health, Cincinnati, Ohio, United States of America. [Sturkenboom M] Julius Center Global Health, University Medical Center Utrecht, Utrecht, The Netherlands
dc.identifier.pmid30332477
dc.rights.accessrightsinfo:eu-repo/semantics/openAccess


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