Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds

In Spain, despite years of efforts to eradicate bovine tuberculosis (bTB), the disease is still endemic, with some areas of high prevalence. In this context, the surveillance and control plans may need to be re-evaluated, and understanding the dynamics of bTB spread within Spanish herds may help to...

Full description

Bibliographic Details
Main Authors: G. Ciaravino, A. García-Saenz, S. Cabras, A. Allepuz, J. Casal, I. García-Bocanegra, A. De Koeijer, S. Gubbins, J.L. Sáez, D. Cano-Terriza, S. Napp
Format: Article
Language:English
Published: Elsevier 2018-06-01
Series:Epidemics
Online Access:http://www.sciencedirect.com/science/article/pii/S1755436517300117
id doaj-8b481a6c65ce449c877084d23e67665b
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author G. Ciaravino
A. García-Saenz
S. Cabras
A. Allepuz
J. Casal
I. García-Bocanegra
A. De Koeijer
S. Gubbins
J.L. Sáez
D. Cano-Terriza
S. Napp
spellingShingle G. Ciaravino
A. García-Saenz
S. Cabras
A. Allepuz
J. Casal
I. García-Bocanegra
A. De Koeijer
S. Gubbins
J.L. Sáez
D. Cano-Terriza
S. Napp
Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
Epidemics
author_facet G. Ciaravino
A. García-Saenz
S. Cabras
A. Allepuz
J. Casal
I. García-Bocanegra
A. De Koeijer
S. Gubbins
J.L. Sáez
D. Cano-Terriza
S. Napp
author_sort G. Ciaravino
title Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
title_short Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
title_full Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
title_fullStr Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
title_full_unstemmed Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herds
title_sort assessing the variability in transmission of bovine tuberculosis within spanish cattle herds
publisher Elsevier
series Epidemics
issn 1755-4365
publishDate 2018-06-01
description In Spain, despite years of efforts to eradicate bovine tuberculosis (bTB), the disease is still endemic, with some areas of high prevalence. In this context, the surveillance and control plans may need to be re-evaluated, and understanding the dynamics of bTB spread within Spanish herds may help to develop new strategies for reducing the time for detection of infected herds and for the elimination of bTB from the herds already infected. Here, we developed a compartmental stochastic model to simulate bTB within-herd transmission, fed it with epidemiological data from 22 herds (obtained from a previous work) and carried out parameter inference using Approximate Bayesian Computing methods We also estimated the “Within-herd transmission potential Number” (Rh), i.e. the average number of secondary cases generated by a single animal infected introduced into a totally susceptible herd, considering different scenarios depending on the frequency of controls. The median global values obtained for the transmission parameters were: for the transmission coefficient (β), 0.014 newly infected animals per infectious individual per day (i.e. 5.2 per year), for the rate at which infected individuals become infectious (α), 0.01 per day (equivalent to a latent period of 97 days), and for the rate at which infected individuals become reactive to the skin test (α1), 0.08 per day (equivalent to a period of 12 days for an infected animal to become reactive). However, the results also evidenced a great variability in the estimates of those parameters (in particular β and α) among the 22 herds. Considering a 6-month interval between tests, the mean Rh was 0.23, increasing to 0.82 with an interval of 1 year, and to 2.01 and 3.47 with testing intervals of 2 and 4 years, respectively. Keywords: Bovine tuberculosis, Spain, Disease modelling, Within-herd transmission parameters
url http://www.sciencedirect.com/science/article/pii/S1755436517300117
work_keys_str_mv AT gciaravino assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT agarciasaenz assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT scabras assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT aallepuz assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT jcasal assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT igarciabocanegra assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT adekoeijer assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT sgubbins assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT jlsaez assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT dcanoterriza assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
AT snapp assessingthevariabilityintransmissionofbovinetuberculosiswithinspanishcattleherds
_version_ 1725653851718025216
spelling doaj-8b481a6c65ce449c877084d23e67665b2020-11-24T22:56:20ZengElsevierEpidemics1755-43652018-06-0123110120Assessing the variability in transmission of bovine tuberculosis within Spanish cattle herdsG. Ciaravino0A. García-Saenz1S. Cabras2A. Allepuz3J. Casal4I. García-Bocanegra5A. De Koeijer6S. Gubbins7J.L. Sáez8D. Cano-Terriza9S. Napp10Departament de Sanitat i Anatomia Animals, Universitat Autònoma de Barcelona (UAB), 08193 Bellaterra, Barcelona, Spain; Corresponding author.Departament de Sanitat i Anatomia Animals, Universitat Autònoma de Barcelona (UAB), 08193 Bellaterra, Barcelona, Spain; ISGlobal (Barcelona Institute for Global Health - Epidemiology of Cancer), Campus MAR, Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, SpainDepartment of Statistics, Universidad Carlos III de Madrid, 28903 Getafe, Madrid, Spain; Department of Mathematics and Informatics, Università degli Studi di Cagliari, 09124 Cagliari, ItalyDepartament de Sanitat i Anatomia Animals, Universitat Autònoma de Barcelona (UAB), 08193 Bellaterra, Barcelona, Spain; Centre de Recerca en Sanitat Animal (CReSA) – Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Campus de la Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, SpainDepartament de Sanitat i Anatomia Animals, Universitat Autònoma de Barcelona (UAB), 08193 Bellaterra, Barcelona, Spain; Centre de Recerca en Sanitat Animal (CReSA) – Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Campus de la Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, SpainDepartamento de Sanidad Animal, Facultad de Veterinaria, UCO, Campus Universitarios de Rabanales, 14014 Córdoba, SpainCentral Veterinary Institute (CVI), Wageningen UR, Lelystad, The NetherlandsInstitute for Animal Health, Pirbright Laboratory, Ash Road, Pirbright, Surrey GU24 0NF, UKSubdirección General de Sanidad e Higiene Animal y Trazabilidad, Dirección General de la Producción Agraria, Ministerio de Agricultura y Pesca, Alimentación y Medio Ambiente, Madrid, SpainDepartamento de Sanidad Animal, Facultad de Veterinaria, UCO, Campus Universitarios de Rabanales, 14014 Córdoba, SpainCentre de Recerca en Sanitat Animal (CReSA) – Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Campus de la Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, SpainIn Spain, despite years of efforts to eradicate bovine tuberculosis (bTB), the disease is still endemic, with some areas of high prevalence. In this context, the surveillance and control plans may need to be re-evaluated, and understanding the dynamics of bTB spread within Spanish herds may help to develop new strategies for reducing the time for detection of infected herds and for the elimination of bTB from the herds already infected. Here, we developed a compartmental stochastic model to simulate bTB within-herd transmission, fed it with epidemiological data from 22 herds (obtained from a previous work) and carried out parameter inference using Approximate Bayesian Computing methods We also estimated the “Within-herd transmission potential Number” (Rh), i.e. the average number of secondary cases generated by a single animal infected introduced into a totally susceptible herd, considering different scenarios depending on the frequency of controls. The median global values obtained for the transmission parameters were: for the transmission coefficient (β), 0.014 newly infected animals per infectious individual per day (i.e. 5.2 per year), for the rate at which infected individuals become infectious (α), 0.01 per day (equivalent to a latent period of 97 days), and for the rate at which infected individuals become reactive to the skin test (α1), 0.08 per day (equivalent to a period of 12 days for an infected animal to become reactive). However, the results also evidenced a great variability in the estimates of those parameters (in particular β and α) among the 22 herds. Considering a 6-month interval between tests, the mean Rh was 0.23, increasing to 0.82 with an interval of 1 year, and to 2.01 and 3.47 with testing intervals of 2 and 4 years, respectively. Keywords: Bovine tuberculosis, Spain, Disease modelling, Within-herd transmission parametershttp://www.sciencedirect.com/science/article/pii/S1755436517300117