IDEAS home Printed from https://ideas.repec.org/a/plo/pcbi00/1004173.html
   My bibliography  Save this article

The Serotype Distribution among Healthy Carriers before Vaccination Is Essential for Predicting the Impact of Pneumococcal Conjugate Vaccine on Invasive Disease

Author

Listed:
  • Stefan Flasche
  • Olivier Le Polain de Waroux
  • Katherine L O’Brien
  • W John Edmunds

Abstract

Pneumococcal conjugate vaccines (PCVs) have substantially reduced morbidity and mortality of pneumococcal disease. The impact of the 7-valent PCV on all-serotype invasive pneumococcal disease (IPD) among children was reported to vary between high-income countries. We investigate the ability to predict this heterogeneity from pre-vaccination data. We propose a parsimonious model that predicts the impact of PCVs from the odds of vaccine serotype (VT) among carriers and IPD cases in the pre-PCV period, assuming that VT are eliminated in a mature PCV programme, that full serotype replacement occurs in carriage and that invasiveness of the NVT group is unchanged. We test model performance against the reported impact of PCV7 on childhood IPD in high-income countries from a recent meta-analysis. The odds of pre-PCV7 VT IPD, PCV schedule, PCV coverage and whether a catch up campaign was used for introduction was gathered from the same analysis. We conducted a literature review and meta-analysis to obtain the odds of pre-PCV7 VT carriage in the respective settings. The model predicted the reported impact on childhood IPD of mature PCV programmes; the ratio of predicted and observed incidence risk ratios was close to 1 in all settings. In the high income settings studied differences in schedule, coverage, and catch up campaigns were not associated with the observed heterogeneity in impact of PCV7 on childhood all-serotype IPD. The pre-PCV7 proportion of VT IPD alone also had limited predictive value. The pre-PCV7 proportion of VT carriage and IPD are the main determinants for the impact of PCV7 on childhood IPD and can be combined in a simple model to provide predictions of the vaccine preventable burden of IPD.Author Summary: Pneumococcal vaccines (PCVs) that protect children against 7, 10 and 13 of the most pathogenic pneumococcal serotypes have substantially reduced childhood morbidity and mortality. A recent analysis that evaluated the impact of the 7 valent PCV in multiple high income settings in North America, Europe and Oceania found that the magnitude of all-serotype invasive pneumococcal disease reduction varied greatly between settings (24%-83%). We explored potential sources for that variation, including differences in disease epidemiology before vaccination, vaccine coverage, vaccine schedules and the use of catch-up campaigns for introduction. We find that differences in reported disease impact among mature PCV programmes are likely to be unrelated to the differences in the vaccine programme but can be predicted from a simple model based on pre-vaccination epidemiology, in particular the proportion of vaccine serotypes detected among patients with invasive pneumococcal disease and the proportion of vaccine serotypes that are found in the nasopharynx of healthy individuals. This model presents a useful tool to estimate the potential impact of PCVs (as a relative rate reduction), highlights the essential role of pre-vaccination carriage in healthy individuals for disease impact of PCVs and can estimate the prevented burden of disease where disease surveillance is unavailable.

Suggested Citation

  • Stefan Flasche & Olivier Le Polain de Waroux & Katherine L O’Brien & W John Edmunds, 2015. "The Serotype Distribution among Healthy Carriers before Vaccination Is Essential for Predicting the Impact of Pneumococcal Conjugate Vaccine on Invasive Disease," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-15, April.
  • Handle: RePEc:plo:pcbi00:1004173
    DOI: 10.1371/journal.pcbi.1004173
    as

    Download full text from publisher

    File URL: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004173
    Download Restriction: no

    File URL: https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004173&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pcbi.1004173?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Olivier Le Polain de Waroux & Stefan Flasche & David Prieto-Merino & W John Edmunds, 2014. "Age-Dependent Prevalence of Nasopharyngeal Carriage of Streptococcus pneumoniae before Conjugate Vaccine Introduction: A Prediction Model Based on a Meta-Analysis," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-11, January.
    2. Daniel R Feikin & Eunice W Kagucia & Jennifer D Loo & Ruth Link-Gelles & Milo A Puhan & Thomas Cherian & Orin S Levine & Cynthia G Whitney & Katherine L O’Brien & Matthew R Moore & the Serotype Replac, 2013. "Serotype-Specific Changes in Invasive Pneumococcal Disease after Pneumococcal Conjugate Vaccine Introduction: A Pooled Analysis of Multiple Surveillance Sites," PLOS Medicine, Public Library of Science, vol. 10(9), pages 1-28, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jung Yeon Heo & Yu Bin Seo & Won Suk Choi & Jacob Lee & Ji Yun Noh & Hye Won Jeong & Woo Joo Kim & Min Ja Kim & Hee Young Lee & Joon Young Song, 2017. "Cost-effectiveness of pneumococcal vaccination strategies for the elderly in Korea," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-17, May.
    2. Evelyn Balsells & Laurence Guillot & Harish Nair & Moe H Kyaw, 2017. "Serotype distribution of Streptococcus pneumoniae causing invasive disease in children in the post-PCV era: A systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-20, May.
    3. Richard A Adegbola & Rodrigo DeAntonio & Philip C Hill & Anna Roca & Effua Usuf & Bernard Hoet & Brian M Greenwood, 2014. "Carriage of Streptococcus pneumoniae and Other Respiratory Bacterial Pathogens in Low and Lower-Middle Income Countries: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-17, August.
    4. Aishatu L. Adamu & J. Ojal & Isa A. Abubakar & Kofo A. Odeyemi & Musa M. Bello & Christy A. N. Okoromah & Boniface Karia & Angela Karani & Donald. Akech & Victor Inem & J. Anthony G. Scott & Ifedayo M, 2023. "The impact of introduction of the 10-valent pneumococcal conjugate vaccine on pneumococcal carriage in Nigeria," Nature Communications, Nature, vol. 14(1), pages 1-9, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pcbi00:1004173. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ploscompbiol (email available below). General contact details of provider: https://journals.plos.org/ploscompbiol/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.