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Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance
Age bins are frequently used in serological studies of infectious diseases in wildlife to deal with uncertainty in the age of sampled animals. This study analyzed how age binning and targeted sampling in serological surveillance affect the width of the 95% confidence interval (CI) of the estimated f...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366556/ https://www.ncbi.nlm.nih.gov/pubmed/35968015 http://dx.doi.org/10.3389/fvets.2022.754255 |
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author | Kim, Kiyeon Ito, Kimihito |
author_facet | Kim, Kiyeon Ito, Kimihito |
author_sort | Kim, Kiyeon |
collection | PubMed |
description | Age bins are frequently used in serological studies of infectious diseases in wildlife to deal with uncertainty in the age of sampled animals. This study analyzed how age binning and targeted sampling in serological surveillance affect the width of the 95% confidence interval (CI) of the estimated force of infection (FOI) of infectious diseases. We indicate that the optimal target population with the narrowest 95% CI differs depending on the expected FOI using computer simulations and mathematical models. In addition, our findings show that we can substantially reduce the number of animals required to infer transmission risk by tailoring targeted, age-based sampling to specific epidemiological situations. |
format | Online Article Text |
id | pubmed-9366556 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93665562022-08-12 Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance Kim, Kiyeon Ito, Kimihito Front Vet Sci Veterinary Science Age bins are frequently used in serological studies of infectious diseases in wildlife to deal with uncertainty in the age of sampled animals. This study analyzed how age binning and targeted sampling in serological surveillance affect the width of the 95% confidence interval (CI) of the estimated force of infection (FOI) of infectious diseases. We indicate that the optimal target population with the narrowest 95% CI differs depending on the expected FOI using computer simulations and mathematical models. In addition, our findings show that we can substantially reduce the number of animals required to infer transmission risk by tailoring targeted, age-based sampling to specific epidemiological situations. Frontiers Media S.A. 2022-07-28 /pmc/articles/PMC9366556/ /pubmed/35968015 http://dx.doi.org/10.3389/fvets.2022.754255 Text en Copyright © 2022 Kim and Ito. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Kim, Kiyeon Ito, Kimihito Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title | Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title_full | Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title_fullStr | Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title_full_unstemmed | Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title_short | Targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
title_sort | targeted sampling reduces the uncertainty in force of infection estimates from serological surveillance |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366556/ https://www.ncbi.nlm.nih.gov/pubmed/35968015 http://dx.doi.org/10.3389/fvets.2022.754255 |
work_keys_str_mv | AT kimkiyeon targetedsamplingreducestheuncertaintyinforceofinfectionestimatesfromserologicalsurveillance AT itokimihito targetedsamplingreducestheuncertaintyinforceofinfectionestimatesfromserologicalsurveillance |