Using the basic reproduction ratio to quantify transmission and identify data gaps for epizootic haemorrhagic disease virus

Epizootic haemorrhagic disease virus (EHDV) is an arbovirus transmitted by <i>Culicoides</i> biting midges that has recently emerged in Europe. Here, the basic reproduction ratio (<i>R</i> <sub>0</sub>) was used to quantify the transmission of EHDV and its dependence on temperature for cattle and deer. Using data from the published literature the parameters needed to calculate <i>R</i> <sub>0</sub> were estimated with Bayesian methods to incorporate uncertainty in the calculations. The Sobol method of sensitivity analysis was used to determine the parameters having the greatest influence on <i>R</i> <sub>0</sub> and, hence, to identify important data gaps. Depending on the strain, the maximum <i>R</i> <sub>0</sub> for EHDV varied from 0.7 to 2.5 in cattle and 1.3 to 4.3 in deer. The maximum <i>R</i> <sub>0</sub> occurred at temperatures between 22 and 25°C, while the lowest temperature at which <i>R</i> <sub>0</sub> exceeded one was between 16 and 20°C. The sensitivity analysis identified the threshold temperature for virus replication, the probability of transmission from host to vector and the vector- to- host ratio as the most important parameters influencing <i>R</i> <sub>0</sub>. Furthermore, there are only limited data on EHDV in European deer species and on transmission in wildlife and at the livestock/wildlife interface. These data gaps should be the focus of future research.

Authors

Institutions

Publication Details

Journal
Royal Society Open Science
Published
2024-10-01
DOI
https://doi.org/10.1098/rsos.241217
Primary Topic
Vector-Borne Animal Diseases
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using the basic reproduction ratio to quantify transmission and identify data gaps for epizootic haemorrhagic disease virus

Simon Gubbins
1 links
Royal Society Open Science
Vector-Borne Animal Diseases
article

Using the basic reproduction ratio to quantify transmission and identify data gaps for epizootic haemorrhagic disease virus

Simon Gubbins
article en

Abstract

Epizootic haemorrhagic disease virus (EHDV) is an arbovirus transmitted by <i>Culicoides</i> biting midges that has recently emerged in Europe. Here, the basic reproduction ratio (<i>R</i> <sub>0</sub>) was used to quantify the transmission of EHDV and its dependence on temperature for cattle and deer. Using data from the published literature the parameters needed to calculate <i>R</i> <sub>0</sub> were estimated with Bayesian methods to incorporate uncertainty in the calculations. The Sobol method of sensitivity analysis was used to determine the parameters having the greatest influence on <i>R</i> <sub>0</sub> and, hence, to identify important data gaps. Depending on the strain, the maximum <i>R</i> <sub>0</sub> for EHDV varied from 0.7 to 2.5 in cattle and 1.3 to 4.3 in deer. The maximum <i>R</i> <sub>0</sub> occurred at temperatures between 22 and 25°C, while the lowest temperature at which <i>R</i> <sub>0</sub> exceeded one was between 16 and 20°C. The sensitivity analysis identified the threshold temperature for virus replication, the probability of transmission from host to vector and the vector- to- host ratio as the most important parameters influencing <i>R</i> <sub>0</sub>. Furthermore, there are only limited data on EHDV in European deer species and on transmission in wildlife and at the livestock/wildlife interface. These data gaps should be the focus of future research.

Royal Society Open ScienceVol. 11(10)
The Pirbright Institute (GB)
UK Research and Innovation, Pirbright Institute, Directorate for Biological Sciences, Biotechnology and Biological Sciences Research Council
Life in Land
Openalex Percentile: Top 87%
Vector-Borne Animal Diseases
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Using the basic reproduction ratio to quantify transmission and identify data gaps for epizootic haemorrhagic disease virus — Simon Gubbins · Royal Society Open Science (2024) | TGRS Research Map | TGRS