Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis

<p>Abstract</p> <p>Background</p> <p>Previously two prediction rules identifying children at risk of hearing loss and academic or behavioral limitations after bacterial meningitis were developed. <it>Streptococcus pneumoniae </it>as causative pathogen was an...

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Main Authors: Commandeur Arno E, de Jonge Rogier CJ, Koomen Irene, Spanjaard Lodewijk, van Furth A Marceline, Terwee Caroline B
Format: Article
Language:English
Published: BMC 2010-09-01
Series:BMC Infectious Diseases
Online Access:http://www.biomedcentral.com/1471-2334/10/259
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spelling doaj-9b14439f35e943a4802c789625666d282020-11-25T03:11:59ZengBMCBMC Infectious Diseases1471-23342010-09-0110125910.1186/1471-2334-10-259Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitisCommandeur Arno Ede Jonge Rogier CJKoomen IreneSpanjaard Lodewijkvan Furth A MarcelineTerwee Caroline B<p>Abstract</p> <p>Background</p> <p>Previously two prediction rules identifying children at risk of hearing loss and academic or behavioral limitations after bacterial meningitis were developed. <it>Streptococcus pneumoniae </it>as causative pathogen was an important risk factor in both. Since 2006 Dutch children receive seven-valent conjugate vaccination against <it>S. pneumoniae</it>. The presumed effect of vaccination was simulated by excluding all children infected by <it>S. pneumoniae </it>with the serotypes included in the vaccine, from both previous collected cohorts (between 1990-1995).</p> <p>Methods</p> <p>Children infected by one of the vaccine serotypes were excluded from both original cohorts (hearing loss: 70 of 628 children; academic or behavioral limitations: 26 of 182 children). All identified risk factors were included in multivariate logistic regression models. The discriminative ability of both new models was calculated.</p> <p>Results</p> <p>The same risk factors as in the original models were significant. The discriminative ability of the original hearing loss model was 0.84 and of the new model 0.87. In the academic or behavioral limitations model it was 0.83 and 0.84 respectively.</p> <p>Conclusion</p> <p>It can be assumed that the prediction rules will also be applicable on a vaccinated population. However, vaccination does not provide 100% coverage and evidence is available that serotype replacement will occur. The impact of vaccination on serotype replacement needs to be investigated, and the prediction rules must be validated externally.</p> http://www.biomedcentral.com/1471-2334/10/259
collection DOAJ
language English
format Article
sources DOAJ
author Commandeur Arno E
de Jonge Rogier CJ
Koomen Irene
Spanjaard Lodewijk
van Furth A Marceline
Terwee Caroline B
spellingShingle Commandeur Arno E
de Jonge Rogier CJ
Koomen Irene
Spanjaard Lodewijk
van Furth A Marceline
Terwee Caroline B
Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
BMC Infectious Diseases
author_facet Commandeur Arno E
de Jonge Rogier CJ
Koomen Irene
Spanjaard Lodewijk
van Furth A Marceline
Terwee Caroline B
author_sort Commandeur Arno E
title Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
title_short Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
title_full Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
title_fullStr Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
title_full_unstemmed Simulated effect of pneumococcal vaccination in the Netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
title_sort simulated effect of pneumococcal vaccination in the netherlands on existing rules constructed in a non-vaccinated cohort predicting sequelae after bacterial meningitis
publisher BMC
series BMC Infectious Diseases
issn 1471-2334
publishDate 2010-09-01
description <p>Abstract</p> <p>Background</p> <p>Previously two prediction rules identifying children at risk of hearing loss and academic or behavioral limitations after bacterial meningitis were developed. <it>Streptococcus pneumoniae </it>as causative pathogen was an important risk factor in both. Since 2006 Dutch children receive seven-valent conjugate vaccination against <it>S. pneumoniae</it>. The presumed effect of vaccination was simulated by excluding all children infected by <it>S. pneumoniae </it>with the serotypes included in the vaccine, from both previous collected cohorts (between 1990-1995).</p> <p>Methods</p> <p>Children infected by one of the vaccine serotypes were excluded from both original cohorts (hearing loss: 70 of 628 children; academic or behavioral limitations: 26 of 182 children). All identified risk factors were included in multivariate logistic regression models. The discriminative ability of both new models was calculated.</p> <p>Results</p> <p>The same risk factors as in the original models were significant. The discriminative ability of the original hearing loss model was 0.84 and of the new model 0.87. In the academic or behavioral limitations model it was 0.83 and 0.84 respectively.</p> <p>Conclusion</p> <p>It can be assumed that the prediction rules will also be applicable on a vaccinated population. However, vaccination does not provide 100% coverage and evidence is available that serotype replacement will occur. The impact of vaccination on serotype replacement needs to be investigated, and the prediction rules must be validated externally.</p>
url http://www.biomedcentral.com/1471-2334/10/259
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