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

dc.contributor.author
Dodd, Caitlin
dc.contributor.author
de Ridder, Maria A. J.
dc.contributor.author
Huang, Wan-Ting
dc.contributor.author
Weibel, Daniel
dc.contributor.author
Giner-Soriano, Maria
dc.contributor.author
Perez-Vilar, Silvia
dc.contributor.author
Diez-Domingo, Javier
dc.contributor.author
Svenson, Lawrence W.
dc.contributor.author
Mahmud, Salaheddin M.
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Carleton, Bruce
dc.contributor.author
Naus, Monika
dc.contributor.author
Kwong, Jeffrey C.
dc.contributor.author
Murray, Brian J.
dc.contributor.author
Arnheim-Dahlström, Lisen
dc.contributor.author
Pedersen, Lars
dc.contributor.author
Morros, Rosa
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Puertas, Francisco Javier
dc.contributor.author
Black, Steven
dc.contributor.author
Sturkenboom, Miriam
dc.date.issued
2018
dc.identifier
https://ddd.uab.cat/record/253681
dc.identifier
urn:10.1371/journal.pone.0204799
dc.identifier
urn:oai:ddd.uab.cat:253681
dc.identifier
urn:articleid:19326203v13n10e0204799
dc.identifier
urn:pmcid:PMC6192586
dc.identifier
urn:pmc-uid:6192586
dc.identifier
urn:pmid:30332477
dc.identifier
urn:oai:pubmedcentral.nih.gov:6192586
dc.identifier
urn:oai:egreta.uab.cat:publications/f6de0595-2918-4ff6-b541-c6e18b91f85a
dc.identifier
urn:scopus_id:85055076271
dc.description.abstract
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. 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. 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. 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.format
application/pdf
dc.language
eng
dc.publisher
dc.relation
PloS one ; Vol. 13 Núm. 10 (october 2018)
dc.rights
open access
dc.rights
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, la comunicació pública de l'obra i la creació d'obres derivades, fins i tot amb finalitats comercials, sempre i quan es reconegui l'autoria de l'obra original.
dc.rights
https://creativecommons.org/licenses/by/4.0/
dc.title
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
dc.type
Article


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