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Contact chains of cattle farms in Great Britain
Network analyses can assist in predicting the course of epidemics. Time-directed paths or ‘contact chains' provide a measure of host-connectedness across specified timeframes, and so represent potential pathways for spread of infections with different epidemiological characteristics. We analyse...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6408381/ https://www.ncbi.nlm.nih.gov/pubmed/30891255 http://dx.doi.org/10.1098/rsos.180719 |
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author | Fielding, Helen R. McKinley, Trevelyan J. Silk, Matthew J. Delahay, Richard J. McDonald, Robbie A. |
author_facet | Fielding, Helen R. McKinley, Trevelyan J. Silk, Matthew J. Delahay, Richard J. McDonald, Robbie A. |
author_sort | Fielding, Helen R. |
collection | PubMed |
description | Network analyses can assist in predicting the course of epidemics. Time-directed paths or ‘contact chains' provide a measure of host-connectedness across specified timeframes, and so represent potential pathways for spread of infections with different epidemiological characteristics. We analysed networks and contact chains of cattle farms in Great Britain using Cattle Tracing System data from 2001 to 2015. We focused on the potential for between-farm transmission of bovine tuberculosis, a chronic infection with potential for hidden spread through the network. Networks were characterized by scale-free type properties, where individual farms were found to be influential ‘hubs' in the network. We found a markedly bimodal distribution of farms with either small or very large ingoing and outgoing contact chains (ICCs and OCCs). As a result of their cattle purchases within 12-month periods, 47% of British farms were connected by ICCs to more than 1000 other farms and 16% were connected to more than 10 000 other farms. As a result of their cattle sales within 12-month periods, 66% of farms had OCCs that reached more than 1000 other farms and 15% reached more than 10 000 other farms. Over 19 000 farms had both ICCs and OCCs reaching more than 10 000 farms for two or more years. While farms with more contacts in their ICCs or OCCs might play an important role in disease spread, farms with extensive ICCs and OCCs might be particularly important by being at higher risk of both acquiring and disseminating infections. |
format | Online Article Text |
id | pubmed-6408381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-64083812019-03-19 Contact chains of cattle farms in Great Britain Fielding, Helen R. McKinley, Trevelyan J. Silk, Matthew J. Delahay, Richard J. McDonald, Robbie A. R Soc Open Sci Biology (Whole Organism) Network analyses can assist in predicting the course of epidemics. Time-directed paths or ‘contact chains' provide a measure of host-connectedness across specified timeframes, and so represent potential pathways for spread of infections with different epidemiological characteristics. We analysed networks and contact chains of cattle farms in Great Britain using Cattle Tracing System data from 2001 to 2015. We focused on the potential for between-farm transmission of bovine tuberculosis, a chronic infection with potential for hidden spread through the network. Networks were characterized by scale-free type properties, where individual farms were found to be influential ‘hubs' in the network. We found a markedly bimodal distribution of farms with either small or very large ingoing and outgoing contact chains (ICCs and OCCs). As a result of their cattle purchases within 12-month periods, 47% of British farms were connected by ICCs to more than 1000 other farms and 16% were connected to more than 10 000 other farms. As a result of their cattle sales within 12-month periods, 66% of farms had OCCs that reached more than 1000 other farms and 15% reached more than 10 000 other farms. Over 19 000 farms had both ICCs and OCCs reaching more than 10 000 farms for two or more years. While farms with more contacts in their ICCs or OCCs might play an important role in disease spread, farms with extensive ICCs and OCCs might be particularly important by being at higher risk of both acquiring and disseminating infections. The Royal Society 2019-02-27 /pmc/articles/PMC6408381/ /pubmed/30891255 http://dx.doi.org/10.1098/rsos.180719 Text en © 2019 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Biology (Whole Organism) Fielding, Helen R. McKinley, Trevelyan J. Silk, Matthew J. Delahay, Richard J. McDonald, Robbie A. Contact chains of cattle farms in Great Britain |
title | Contact chains of cattle farms in Great Britain |
title_full | Contact chains of cattle farms in Great Britain |
title_fullStr | Contact chains of cattle farms in Great Britain |
title_full_unstemmed | Contact chains of cattle farms in Great Britain |
title_short | Contact chains of cattle farms in Great Britain |
title_sort | contact chains of cattle farms in great britain |
topic | Biology (Whole Organism) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6408381/ https://www.ncbi.nlm.nih.gov/pubmed/30891255 http://dx.doi.org/10.1098/rsos.180719 |
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