Contact chains of cattle farms in Great Britain

被引:22
|
作者
Fielding, Helen R. [1 ]
McKinley, Trevelyan J. [2 ]
Silk, Matthew J. [1 ]
Delahay, Richard J. [3 ]
McDonald, Robbie A. [1 ]
机构
[1] Univ Exeter, Environm & Sustainabil Inst, Penryn Campus, Penryn TR10 9FE, England
[2] Univ Exeter, Coll Engn Math & Phys Sci, Penryn Campus, Penryn TR10 9FE, England
[3] Anim & Plant Hlth Agcy, Woodchester Pk, Nympsfield GL10 3UJ, Stonehouse, England
来源
ROYAL SOCIETY OPEN SCIENCE | 2019年 / 6卷 / 02期
基金
英国生物技术与生命科学研究理事会;
关键词
cattle; contact chains; epidemiology; network analysis; superspreader; BOVINE TUBERCULOSIS; MOUTH-DISEASE; INFECTIOUS-DISEASES; NETWORK ANALYSIS; MOVEMENTS; SPREAD; TRANSMISSION; HERD; SURVEILLANCE; DYNAMICS;
D O I
10.1098/rsos.180719
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:16
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