Models of the control of Koi Herpes Virus
Submitting Institution
University of StirlingUnit of Assessment
Computer Science and InformaticsSummary Impact Type
EconomicResearch Subject Area(s)
Biological Sciences: Ecology
Agricultural and Veterinary Sciences: Fisheries Sciences
Summary of the impact
Koi Herpes Virus is a notifiable disease in the UK which can cause
serious economic losses in
coarse and ornamental carp. It is a viral disease which is highly
contagious and can cause 100%
mortality in infected fish. In 2010, the Department for the Environment
Food and Rural Affairs
(DEFRA) made a policy decision, based on our mathematical modelling and
computational work,
that they would not attempt to eradicate the disease because it would not
be cost effective. They
used the model predictions to carry out an economic analysis which took
into account the cost of
the predicted number of outbreaks and the cost of surveillance. They
concluded that the benefit of
an eradication programme, over a time period of 20 years, would range
between a net cost of
£213m and a net benefit of £8.36m with their best estimate being a net
cost of £5.48m (Section 5,
reference 1, paragraph 1.6).
Underpinning research
Koi herpes virus (KHV) can cause serious disease in carp Cyprinus
carpio populations globally.
Populations of carp exposed to the virus are already widespread across
England and Wales, and
there is a need to determine whether and how to control its spread. In an
attempt to answer these
questions, a theoretical study on KHV spread was carried out between 2007
and 2009 for DEFRA
in a collaboration between Prof Norman at Stirling and colleagues at the
Centre for Environment,
Fisheries and Aquaculture Science (Cefas). Prof Norman provided expertise
on mathematical
modelling and the computational aspects of the research. She developed key
elements of the
model which enabled the model output to be related to the available data.
Norman and Taylor,
together with other colleagues at Cefas, worked on parameterisation and
analysis of the model and
the interpretation of the results. A report was submitted to DEFRA
(September 2009) who used the
results of the model as the inputs to an economic analysis which was used
to make their policy
decision (See reference 1 in section 5). The work was subsequently
published in the Journal of
Applied Ecology [1]. The modelling approach was employed as it was the
only rigorous way to
answer the questions asked by DEFRA due to the inherent lack of data
available in the case of this
emerging disease. Although Cefas had conducted as much field and
laboratory work as was
feasible since the introduction of KHV, computational and mathematical
modelling was the only
way to tie this together and address the data gaps.
The study by Taylor, Norman, Way and Peeler [1] uses mathematical models
to evaluate potential
management options and provides recommendations applicable to many
infected countries. The
influences of the main drivers of the KHV epidemic, such as contacts
between fisheries through the
movement of live fish and external infection pressure due to fish
importations, were investigated
using a family of compartment-based, coupled non-linear ordinary
differential equation models.
Computer-based numerical solution of these models predicted the time
course of the spread of
infection under different driving conditions. These computational
solutions enabled the
effectiveness of several potential control options to be evaluated. To
ensure the robustness of the
model outcomes, the average results produced by the ordinary differential
equation models were
checked against extensive computer simulations of stochastic versions of
the ordinary differential
equations, in which factors (such as the transfer of fish between sites)
were assumed to occur at
random times rather than at a continuous rate. These stochastic models
were used to explore the
likely variation in the solutions predicted by the ordinary differential
equation models. The models
were parameterized using recorded fish movement, field and experimental
data.
Experimental studies suggested the risk of transmitting the virus between
waters on angling
equipment was low. Data from previous studies suggested live fish
movements between fisheries,
and the introduction of imported ornamental fish to be the most likely
routes by which a fishery
could be infected.
The models suggest that fish movements between fisheries alone could not
have led to the
number of exposed sites known to exist in 2007. An additional external
infection pressure such as
the introduction of imported ornamental fish would have been required, and
this is likely to have
been the main driver of the epidemic in its early stages. Predictions of
future scenarios suggest
that fish movements between fisheries have taken over as the main driver
of the epidemic, and
consequently restricting imports to reduce the external infection pressure
is unlikely to have much
impact on its own. Due to the small proportion of infected waters
currently detected, increasing the
duration of movement restrictions placed on infected sites from four years
to permanent was
predicted to have little effect on the epidemic. The study concluded that,
given the current stage of
the koi herpes virus epidemic, reducing the spread of the virus between
fisheries was likely to be
challenging, but may be possible by conducting an active surveillance
programme and placing
permanent movement restrictions on exposed sites. However, this would only
be effective if the
external infection pressure can also be reduced, possibly through
restrictions on the import of fish
from koi herpes virus infected countries.
References to the research
1. Nick Taylor, Rachel Norman, Keith Way and Edmund J Peeler
(2011) "Modelling the koi
herpesvirus (KHV) epidemic highlights the importance of active
surveillance within a
national control policy" Journal of Applied Ecology, 48(2) pp.
348-355, DOI: 10.1111/j.1365-2664.2010.01926.x
Details of the impact
According to a 2004 environmental agency report (6), angling tourism in
England and Wales is
growing, bringing new income into rural areas. A survey in 2001 showed
that the total capital value
of coarse fisheries was £2.3 billion with annual expenditure by coarse
anglers almost £2billion on
tackle, travel, accommodation and meals in rural economies. Approximately
50% of these coarse
fisheries contain carp.
KHV causes a highly virulent disease affecting carp, and poses a serious
socio-economic threat to
the UK carp industry. Given the right environmental conditions it can
cause 100% mortality in
infected fish. It was first reported in Israel in 1998 and was recorded in
the UK for the first time in
2003 in angling waters experiencing large mortalities in carp, although
there is some evidence that
it has been here for longer than that. In 2006, 23 sites had outbreaks and
the disease became
notifiable in the UK in 2007. It is also listed under Council Directive
2006/88/EC as a disease
subject to European Community controls. In 2010, a paper was published (7)
in which it was found
that 37% of fisheries sampled and 50% of imported fish tested positive for
the virus. The total
number of carp fisheries in the UK is unknown but, given the data we have
on fish movements,
there are in excess of 5000.
English fisheries which experienced an outbreak in 2008 had to follow a
four year KHV monitoring
and test programme. Each of the fisheries was placed under movement
controls in the form of a
confirmed designation notice for the control of KHV disease following an
initial outbreak in 2008.
The ones which did not have any further clinical outbreaks and tested
negative for the presence of
KHV had this designation lifted in January 2013 (8). In addition, it was
estimated in Germany that
costs of an outbreak in a farm producing 20 tonnes of fish will range from
€150,000 to €250,000,
this includes disinfection, removal of cadavers, cleaning and partly
restocking (9).
In July 2008, it was reported in the popular press that DEFRA was about
to announce a policy of
eradication of KHV (10). However, following the modelling exercise carried
out by Taylor, Norman
et al, DEFRA carried out an economic analysis of the costs and benefits of
attempting to eradicate
KHV. For this analysis DEFRA compared the Taylor and Norman model outputs
(referred to as the
"Cefas outputs" in the following quote) with different detection rates
against a static model.
According to the DEFRA report on this work (ref 1, Conclusions 12.1 &
12.2, pg 18), "In putting
together the impact assessment, three different models have been included
in producing the cost
benefit analysis, each with a varying degree of future spread of clinical
outbreaks cases and the
likely affect an eradication programme would have on the future number of
clinical outbreak cases.
The three models are i) the static model, ii) the model based on Cefas
outputs with 0.6% detection
rate and iii) a model based on Cefas outputs with a 50% detection rate. We
believe that the second
of these, the model based on Cefas outputs with a 0.6% detection rate, is
the best and most
suitable model to use in calculating the net benefit of an eradication
programme. The model is
based on the best possible available scientific outputs at our disposal
and the current detection
rate of 0.6% is far more likely than a 50% detection rate, which is what
would be required to
prevent further spread". In summary, DEFRA used the predictions from the
model by Taylor,
Norman et al, about levels of infection and how much effort would have to
be put into surveillance
to detect them and did a cost benefit analysis which they used to make
this major policy decision.
Therefore, in July 2010 it was reported in the popular press that DEFRA
had announced (3) that
"Following a lengthy consultation exercise and evaluation of the possible
benefits and likelihood of
success, it has been concluded an eradication programme will not be
undertaken for KHV disease
in England and Wales. This means that Category V (infected) status will be
assumed immediately
for England and Wales. Passive surveillance would continue, the disease
would remain notifiable
and existing control arrangements will stay in place when an outbreak is
confirmed. Imports of
susceptible species from countries outside the European Union and
movements from other
Member States would continue in line with the rules that currently
applied. However, movements of
susceptible species would not be possible from GB to areas of a higher
health status in other
Member States. The exception being those movements from compartments in GB
(eg individual
farms) which have gained KHV disease free status (category I). This
decision clearly had economic
impact for individual fisheries but this was determined to be less than if
an eradication programme
was attempted."
Sources to corroborate the impact
- Impact Assessment of declaring an aquatic animal health status for Koi
herpesvirus (KHV)
disease in England and Wales, DEFRA report, March 2010 (PDF available
from HEI)
- http://webarchive.nationalarchives.gov.uk/20110201180000/http://www.efishbusiness.co.uk/news/khv-impact-assessment.pdf
-
http://www.anglingtradesassociation.com/module/news/display/newsdisplay.aspx?news=209
(note: original DEFRA announcement now unavailable due to changes to
their website)
- http://www.gofishing.co.uk/Angling-Times/Section/News--Catches/General-News/July-2010/Many-carp-will-die-as-Defra-decides-not-to-tackle-KHV-/
- http://webarchive.nationalarchives.gov.uk/20110201180000/http://www.efishbusiness.co.uk/news/khv-health-status-england-wales.asp
- www.environment-agency.gov.uk/static/documents/Leisure/fisheries_eng_765655.pdf
- N G H Taylor, P F Dixon, K R Jeffery, E J Peeler, K L Denham and K Way
"Koi herpesvirus:
distribution and prospects for control in England and Wales" Journal
of Fish Diseases 2010,
33, 221-230
-
http://www.defra.gov.uk/aahm/2013/01/29/khv-withdrawn-notification-2013/.
- Brauer, G, Herms, J and Schlotfeld, H-J. (2004) Severe losses of
common carp in Germany
due to KHV. Bull Eur Assoc Fish Pathol 26 97-104.
-
http://www.gofishing.co.uk/Angling-Times/Section/News--Catches/General-News/July-2008/Defra-poised-to-rid-UK-of-deadly-KHV-carp-disease/