Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement

dc.contributor.authorMalik, Tufail M.
dc.contributor.authorMohammed-Awel, Jemal
dc.contributor.authorGumel, Abba B.
dc.contributor.authorElbasha, Elamin H.
dc.date.accessioned2022-04-28T09:19:26Z
dc.date.available2022-04-28T09:19:26Z
dc.date.issued2021
dc.description.abstractAlthough pneumococcal vaccines are quite effective in reducing disease burden, factors such as imperfect vaccine efficacy and serotype replacement present an important challenge against realizing direct and herd protection benefits of the vaccines. In this study, a novel mathematical model is designed and used to describe the dynamics of two Streptococcus pneumoniae (SP) serotypes, in response to the introduction of a cohort vaccination program which targets one of the two serotypes. The model is fitted to a pediatric SP carriage prevalence data from Atlanta, GA. The model, which is rigorously analysed to investigate the existence and asymptotic stability properties of the associated equilibria (in addition to exploring conditions for competitive exclusion), is simulated to assess the impact of vaccination under different levels of serotype-specific competition and illustrate the phenomenon of serotype replacement. The calibrated model is used to forecast the carriage prevalence in the pediatric cohort over 30 years.en_US
dc.description.departmentMathematics and Applied Mathematicsen_US
dc.description.librarianam2022en_US
dc.description.sponsorshipThe Simons Foundation and the National Science Foundation.en_US
dc.description.urihttps://www.tandfonline.com/loi/tjbd20en_US
dc.identifier.citationTufail M. Malik, Jemal Mohammed-Awel, Abba B. Gumel & Elamin H. Elbasha (2021) Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement, Journal of Biological Dynamics, 15:sup1, S214-S247, DOI: 10.1080/17513758.2021.1884760.en_US
dc.identifier.issn1751-3758 (print)
dc.identifier.issn1751-3766 (online)
dc.identifier.other10.1080/17513758.2021.1884760
dc.identifier.urihttps://repository.up.ac.za/handle/2263/84932
dc.language.isoenen_US
dc.publisherTaylor and Francisen_US
dc.rights© 2021 Merck Sharp & Dohme Corp. This is an Open Access article distributed under the terms of the Creative Commons Attribution License.en_US
dc.subjectStreptococcus pneumoniaeen_US
dc.subjectPneumococcal carriageen_US
dc.subjectSerotype replacementen_US
dc.subjectCarriage-free equilibriumen_US
dc.subjectCompetitive exclusionen_US
dc.subjectCo-colonizationen_US
dc.titleMathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacementen_US
dc.typeArticleen_US

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