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A Change in Vaccine Efficacy and Duration of Protection Explains Recent Rises in Pertussis Incidence in the United States
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A change in vaccine efficacy and duration of protection explains recent rises in pertussis incidence in the United States.pdf | Published version | 930.76 kB | Adobe PDF | View/Open |
Title: | A Change in Vaccine Efficacy and Duration of Protection Explains Recent Rises in Pertussis Incidence in the United States |
Authors: | Gambhir, M Clark, TA Cauchemez, S Tartof, SY Swerdlow, DL Ferguson, NM |
Item Type: | Journal Article |
Abstract: | Over the past ten years the incidence of pertussis in the United States (U.S.) has risen steadily, with 2012 seeing the highest case number since 1955. There has also been a shift over the same time period in the age group reporting the largest number of cases (aside from infants), from adolescents to 7–11 year olds. We use epidemiological modelling and a large case incidence dataset to explain the upsurge. We investigate several hypotheses for the upsurge in pertussis cases by fitting a suite of dynamic epidemiological models to incidence data from the National Notifiable Disease Surveillance System (NNDSS) between 1990–2009, as well as incidence data from a variety of sources from 1950–1989. We find that: the best-fitting model is one in which vaccine efficacy and duration of protection of the acellular pertussis (aP) vaccine is lower than that of the whole-cell (wP) vaccine, (efficacy of the first three doses 80% [95% CI: 78%, 82%] versus 90% [95% CI: 87%, 94%]), increasing the rate at which disease is reported to NNDSS is not sufficient to explain the upsurge and 3) 2010–2012 disease incidence is predicted well. In this study, we use all available U.S. surveillance data to: 1) fit a set of mathematical models and determine which best explains these data and 2) determine the epidemiological and vaccine-related parameter values of this model. We find evidence of a difference in efficacy and duration of protection between the two vaccine types, wP and aP (aP efficacy and duration lower than wP). Future refinement of the model presented here will allow for an exploration of alternative vaccination strategies such as different age-spacings, further booster doses, and cocooning. |
Issue Date: | 23-Apr-2015 |
Date of Acceptance: | 16-Jan-2015 |
URI: | http://hdl.handle.net/10044/1/40615 |
DOI: | http://dx.doi.org/10.1371/journal.pcbi.1004138 |
ISSN: | 1553-734X |
Publisher: | Public Library of Science |
Journal / Book Title: | PLOS Computational Biology |
Volume: | 11 |
Issue: | 4 |
Copyright Statement: | The work is made available under the Creative Commons CC0 public domain dedication |
Sponsor/Funder: | Medical Research Council (MRC) |
Funder's Grant Number: | MR/K010174/1B |
Keywords: | Science & Technology Life Sciences & Biomedicine Biochemical Research Methods Mathematical & Computational Biology Biochemistry & Molecular Biology AGED 19-35 MONTHS BORDETELLA-PERTUSSIS COVERAGE EPIDEMIOLOGY RESURGENCE CHILDREN ADOLESCENTS DIAGNOSIS COMPLETENESS PREVENTION Adolescent Adult Age Distribution Child Child, Preschool Computer Simulation Diphtheria-Tetanus-Pertussis Vaccine Female Humans Immunization Schedule Incidence Infant Infant, Newborn Male Models, Statistical Population Surveillance Risk Assessment Treatment Outcome United States Vaccination Vaccine Potency Whooping Cough Young Adult Bioinformatics 06 Biological Sciences 08 Information And Computing Sciences 01 Mathematical Sciences |
Publication Status: | Published |
Article Number: | e1004138 |
Appears in Collections: | School of Public Health |