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Performance of clinical signs to detect Bluetongue virus serotype 8 outbreaks in cattle and sheep during the
2006-epidemic in The Netherlands
A.R.W. Elbers, A. Backx, H.M. Ekker, A.N. van der Spek, P.A. van Rijn
To cite this version:
A.R.W. Elbers, A. Backx, H.M. Ekker, A.N. van der Spek, P.A. van Rijn. Performance of clinical signs to detect Bluetongue virus serotype 8 outbreaks in cattle and sheep during the 2006-epidemic in The Netherlands. Veterinary Microbiology, Elsevier, 2008, 129 (1-2), pp.156.
�10.1016/j.vetmic.2007.10.034�. �hal-00532354�
Accepted Manuscript
Title: Performance of clinical signs to detect Bluetongue virus serotype 8 outbreaks in cattle and sheep during the
2006-epidemic in The Netherlands
Authors: A.R.W. Elbers, A. Backx, H.M. Ekker, A.N. van der Spek, P.A. van Rijn
PII: S0378-1135(07)00538-X
DOI: doi:10.1016/j.vetmic.2007.10.034
Reference: VETMIC 3874
To appear in: VETMIC Received date: 16-4-2007 Revised date: 26-10-2007 Accepted date: 31-10-2007
Please cite this article as: Elbers, A.R.W., Backx, A., Ekker, H.M., van der Spek, A.N., van Rijn, P.A., Performance of clinical signs to detect Bluetongue virus serotype 8 outbreaks in cattle and sheep during the 2006-epidemic in The Netherlands, Veterinary Microbiology (2007), doi:10.1016/j.vetmic.2007.10.034
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Accepted Manuscript
PERFORMANCE OF CLINICAL SIGNS TO DETECT BLUETONGUE VIRUS SEROTYPE 8 1
OUTBREAKS IN CATTLE AND SHEEP DURING THE 2006-EPIDEMIC IN THE 2
NETHERLANDS 3
4
A.R.W. Elbers1, A. Backx1, H.M. Ekker2, A.N. van der Spek2, and P.A. van Rijn1 5
6
1 Department of Virology, Central Institute for Animal Disease Control of Wageningen UR, Lelystad, 7
The Netherlands; 2 Food and Consumer Product Safety Authority, The Hague, The Netherlands 8
9
Key words: Bluetongue – serotype 8 - clinical signs - sensitivity – specificity - ROC 10
11
ABSTRACT 12
The performance of clinical signs as a diagnostic test for the detection of BTV-8 outbreaks during the 13
2006-epidemic in The Netherlands was evaluated by constructing and analysing receiver operating 14
characteristic (ROC) curves. The area under the ROC curve of the BT-associated clinical signs in 15
cattle was 0.77. An optimal efficient test (maximising both Sensitivity and Specificity)in cattle herds 16
combined a sensitivity (Se) of 67% with a specificity (Sp) of 72%, comprising the following clinical 17
signs: ulcerations and/or erosions of oral mucosa or erosions of lips/crusts in or around nostrils or 18
oedema of the nose or hyperaemic/purple coloration of tongue, tongue protrusion or coronitis or 19
apathy/tiredness or muscle necrosis, stiffness of limbs or loathing or refusal to move, prostration or 20
torticollis or anoestrus. The area under the ROC curve of the BT-associated clinical signs in sheep was 21
0.81. The optimal efficient test in sheep flocks combined a Se of 76 % with a Sp of 72 %, comprising 22
the following clinical signs: ulcerations of oral mucosa or serous nasal discharge or erosions/ulceration 23
of tongue mucosa or hypersensitivity of the skin or muscle necrosis, stiffness of limbs or coronitis or 24
grinding of teeth or salivation or weakness/paresis.
25 26
INTRODUCTION 27
Bluetongue (BT) is an arthropod-borne viral non-contagious disease of domestic and wild ruminants, 28
particularly affecting sheep with severe clinical disease including mortality. At present 24 different BT 29
virus (BTV)-serotypes have been identified and the disease is transmitted by biting midges 30
Manuscript
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(Culicoides). BT is endemic in southern member-states of the European Union (EU), and several new 31
incursions have been seen in Italy, Greece, Turkey, the French island of Corsica, the Spanish islands 32
of Menorca and Mallorca and Portugal. Up to now, BTV-serotypes 1, 2, 4, 9 and 16 were involved in 33
epidemics in the EU member-states (Mellor and Wittmann, 2002).
34
Starting August 2006 a major epidemic of BT was diagnosed in the North-Western part of Europe, 35
affecting The Netherlands, Belgium, Germany, Luxemburg and the North of France (Elbers et al., 36
2007). BTV may infect many different species of ruminants, but clinical disease signs are generally 37
associated with sheep and consequently most descriptions of the disease apply to sheep (Erasmus, 38
1975). There have been earlier reports on BT outbreaks of serotype 8 (Elbers et al., 2007), but there 39
have not been detailed accounts on the clinical signs associated with BTV-8.
40
The performance of the clinical diagnostic procedure to detect BT-infected livestock herds is crucial 41
for early detection. The diagnosis of BT includes early recognition of a suspect clinical situation by 42
the farmer and the veterinary practitioner, clinical inspection by veterinary specialists and laboratory 43
tests on blood to detect the virus or specific antibodies. Clinical signs associated with BTV can vary 44
considerably between animal species and are sometimes non-specific, especially in cattle.
45
Furthermore, farmers and veterinary practitioners in Western Europe are unfamiliar with the disease.
46
The quality of clinical diagnosis determines whether an infection with BTV will be recognized shortly 47
after infection of livestock animals. In this paper we evaluate the performance of clinical signs for the 48
detection of BTV-8 in cattle herds and sheep flocks by creating and analyzing receiver operating 49
characteristic (ROC) curves. This will help farmers and veterinary practitioners within Western 50
Europe and other countries to be better prepared for clinical recognition of BT.
51 52
MATERIALS AND METHODS 53
Clinical inspection of BTV-8 suspect situations 54
A clinical inspection was executed after a clinical suspicion of BT was reported to the veterinary 55
authorities by, for example, a livestock farmer or veterinary practitioner. Furthermore, a clinical 56
suspicion of BT could originate from a clinical inspection in the framework of a regular screening or 57
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tracing visit in the affected area after the start of outbreaks. If a clinical suspect BT situation was 58
encountered during a clinical inspection, all clinically sick animals were identified and sampled 59
(EDTA blood and serum). An infected herd was defined as a herd where one or more animals tested 60
positive in the reverse transcriptase real-time PCR-test or virus isolation, conducted according to the 61
OIE guidelines (OIE, 2004).
62 63
Clinical inspection data 64
The following data were collected during clinical inspection by the veterinary authorities as part of the 65
official follow-up visit of suspect cases using a standardized questionnaire : herd type (sheep or 66
cattle); demographic information of the farmer (name and address); unique herd number; name of the 67
veterinary inspector that investigated the suspect situation; the date of investigation; the number of 68
animals with BT-associated clinical signs; the number of animals that died with BT-associated clinical 69
signs; date that first clinical signs were seen; the number and identification of animals sampled for 70
laboratory confirmation; an anamnesis (case history): describing the clinical signs seen by the farmer 71
and veterinary practitioner before the official clinical inspection.
72 73
Cattle herds and sheep flocks 74
There were 156 BTV-8 infected cattle herds and 266 BTV-8 infected sheep flocks with clinical 75
disease included in the analysis (positive submission). No BT-associated clinical signs were reported 76
from goat herds, and no BT-associated clinical signs were observed in goats located in mixed herds in 77
which BT was reported in cattle or sheep. A total of 65 cattle herds and 89 sheep flocks were included 78
in the analysis that were clinically suspected of a BTV8-infection but were concluded to be from non- 79
infected herds (negative submission). A negative submission was defined as all sampled animals 80
within the submission being negative both in reverse transcriptase real-time PCR and a blocking 81
ELISA (ID-VET, Montpellier, France) test (Toussaint et al., 2007).
82 83 84
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Data analysis 86
Sensitivity (Se) was defined as the fraction of BT-positive submissions that showed a specific clinical 87
sign in one or more of the animals within the herd and specificity (Sp) as the fraction of BT-negative 88
submissions that did not show a specific clinical sign in one or more animals within the herd. Optimal 89
specific (matches maximum Sp to highest available Se), optimal sensitive (matches maximum Se to 90
highest available Sp), and optimal efficient (maximises both Se and Sp) combination of clinical signs 91
at a herd-level to detect a BT outbreak in the Netherlands in 2006 were determined. The 95%
92
confidence intervals of Se and Sp at these combinations of clinical signs were calculated (Fleiss, 93
1981). The legitimacy of the diagnostic tests at these cut-off values was determined by a two-by-two 94
2- test, or if appropriate by Fisher’s exact test (Statistix, 2003).
95
A ROC curve is a graph of the relationship between Se and Sp of a certain diagnostic test for different 96
values of the discriminator variable assumed as a decision threshold. These cut-off values were set by 97
different combinations of clinical signs. A parallel interpretation approach was used, indicating that 98
animals that had negative test results on different clinical signs were considered negative in the 99
diagnostic test. Se and Sp of the clinical signs were calculated for the study population of infected and 100
non-infected herds (Table 1). For clinical signs and combination of clinical signs, Se was plotted on 101
the ordinate as a function of Sp and, by connecting these points, a ROC curve was constructed. The 102
area under the ROC curve is a quantitative measure of the performance of the clinical signs and was 103
calculated according to Hanley and McNeil (1982). The area under the random ROC curve is 0.5, 104
whereas the area under the ROC of a perfect diagnostic test is 1. The area under the ROC curve was 105
compared with the area under the random ROC curve using the critical ratio as a test statistic (McNeil 106
and Hanley, 1984), and the critical ratio was compared with the Normal distribution (Statistix, 2003).
107 108
RESULTS 109
BTV-8 associated clinical signs appeared much more prominent in sheep than in cattle, and clinical 110
signs were expressed differently in sheep compared to cattle. The most prominent clinical signs in 111
BTV-8 affected cattle were: crusts/lesions of the nasal mucosa, erosions of lips/crusts in or around the 112
nostrils, erosions of the oral mucosa, salivation, fever, conjunctivitis, coronitis, muscle necrosis, and 113
Accepted Manuscript
stiffness in limbs (Table 1). Erosions of the oral mucosa, fever, salivation, facial and mandibular 114
oedema, apathy and tiredness, oedema of the lips, lameness, and dysphagia were among the most 115
frequent clinical signs recorded in BTV-8 affected sheep flocks (Table 1). However, some of these 116
clinical signs (e.g. fever both in sheep and cattle, salivation in cattle, facial oedema in sheep) were 117
both seen in the same degree in infected as in non-infected herds, resulting in a rather low specificity.
118
The area under the ROC curve of the clinical signs in cattle was 0.77 (standard error (se): 0.0335), 119
which was significantly (Z =39.8, P < 0.0001) larger than the area under the random ROC curve 120
(Figure 1). The optimal efficient test in cattle combined a Se of 67% with Sp of 72%, comprising the 121
following clinical signs (Table 2): ulcerations and/or erosions of oral mucosa or erosions of lips/crusts 122
in or around nostrils or oedema of the nose or hyperaemic/purple coloration of tongue, tongue 123
protrusion or coronitis or apathy/tiredness or muscle necrosis, stiffness of limbs or loathing or refusal 124
to move, prostration or torticollis or anoestrus.
125
The area under the ROC curve of the clinical signs in sheep was 0.81 (standard error (se): 0.0262), 126
which was significantly (Z =40, P < 0.0001) larger than the area under the random ROC curve (Figure 127
2). The optimal efficient test in sheep combined a Se of 76 % with a Sp of 72 %, comprising the 128
following clinical signs (Table 2): ulcerations of oral mucosa or serous nasal discharge or 129
erosions/ulceration of tongue mucosa or hypersensitivity of the skin or muscle necrosis, stiffness of 130
limbs or coronitis or grinding of teeth or salivation or weakness/paresis.
131 132
DISCUSSION 133
The results of the ROC-analysis indicate that BT-associated clinical signs in cattle and sheep have a 134
significantly higher performance as a diagnostic test for detection of BTV-8 infection than can be 135
attributed to chance. The performance of BT-associated clinical signs to detect BTV-8 infected herds 136
is much higher compared to the performance of clinical signs of Classical Swine Fever (CSF) to detect 137
CSF-infected pig herds with an area under the curve of 0.66 (Elbers et al., 2002) and is also higher 138
compared to the performance of gross lesions in individual pigs at post-mortem examination to detect 139
CSF-outbreaks with an area under the curve of 0.72 (Elbers et al., 2003), but lower compared to the 140
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performance of gross lesions in poultry associated with High Pathogenic Avian Influenza subtype 141
H7N7 to detect HPAI-outbreaks with an area under the curve of 0.86 (Elbers, unpublished data).
142
It can be concluded that clinical investigation is an important step in the recognition of BT, but this 143
diagnostic tool is not very specific: clinical signs, pointing at a BTV infection, frequently occur 144
without a real BTV infection (caused by other diseases), both in sheep and cattle. The fact that BT was 145
absent in this part of Europe complicated a fast recognition of the disease by farmers’ and 146
veterinarians’ because of the low level of awareness. As early as late June, Belgian veterinary 147
practitioners observed an unusual number of bovine cases primarily attributed at that time to 148
photosensitisation or exposure to mycotoxins. These first cases were not attributed to BT at that time 149
because samples from these animals were not tested with a BT-confirmatory diagnostic test. However, 150
later on BT was confirmed in these bovine cases and the clinical signs recorded could explain a 151
possible misdiagnosis at the end of June (Thiry et al., 2006). In the first 5 BT outbreaks in the 152
Netherlands (all in sheep), the owners indicated that the first clinical signs started 13 – 15 days before 153
a suspicion was reported to the veterinary authorities via a veterinary practitioner. In addition, there is 154
some reluctance to report suspect clinical situations in general by farmers and veterinary practitioners 155
to the veterinary authorities in fear of anticipated social and economic consequences (Elbers et al., 156
2006). This is a dangerous situation, because if the above described clinical problems would have been 157
caused by e.g. FMD, disease would have spread beyond control to a considerable number of other 158
farms in the two weeks between first appearance of clinical signs and reporting to the veterinary 159
authorities. Since clinical signs of BT can resemble foot-and-mouth disease (FMD), this disease and 160
other vesicular diseases must be included in the differential diagnosis for cattle and sheep. Other 161
diseases that should be included for differentiation in cattle include bovine viral diarrhoea (BVD), 162
infectious bovine rhinotracheitis (IBR), malignant catarrhal fever (MCF), photosensitization, and 163
miscellaneous causes of bovine stomatitis (Luedke and Jones, 1984). Diseases that should be included 164
for differentiation in sheep include photosensitization, polyarthritis, foot rot, white muscle disease, 165
contagious ecthyma, haemonchosis, sheep pox, necrobacillosis, PPR, heartwater and pulpy kidney 166
disease (Verwoerd and Erasmus, 2004).
167 168
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ACKNOWLEDGEMENTS 169
Edwin Vries and Dennis Bol (Food and Consumer Product Safety Authority, The Hague, The 170
Netherlands) are gratefully acknowledged for help with the farm visit reports. We thank Harm van 171
Wees (University of Professional Agricultural Education, Dronten, The Netherlands) for preparing 172
part of the data for analysis. This research was partly sponsored by the European Food Safety 173
Authority (EFSA), contract CT/EFSA/SCAD/2006/01.
174 175
REFERENCES 176
177
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Table 1. Sensitivity (Se) and specificity (Sp) of clinical signs in cattle and sheep to detect Bluetongue (BT) outbreaks during the BT serotype 8 epidemic in 2006 in the Netherlands.
Cattle Sheep Clinical signs observed within cattle and sheep herds
(one or more animals) Se %
(156 herds) Sp %
(65 herds) Se %
(266 flocks) Sp % (89 flocks) General
Fever 24 66 44 47
Apathy, tiredness 16 98 35 82
Dysphagia, difficulty in swallowing 16 89 29 88
Oedema of nose 8 97 17 86
Facial and mandibular oedema 8 92 38 68
Oedema of lips 3 98 31 79
Oedema scrotum/vulva 1 94 0.4 98
Oedema of ears 0 100 3 93
Anorexia, weight loss, emaciation 3 95 8 92
Mortality 3 94 15 76
Grinding of teeth 3 98 3 98
Locomotion disorders
Muscle necrosis, stiffness in limbs 22 95 15 94
Coronitis 22 91 18 91
Lameness 14 92 29 82
Weakness, paresis 3 98 15 98
Loathing or refusal to move, prostration 1 100 3 93
Sloughing of the hooves 0 100 0 100
Nervous disorders
Torticollis 1 100 0 99
Mucosal membranes
Lesions and crusts nasal mucosa 55 66 14 84
Erosions of oral mucosa 28 77 49 68
Salivation 27 78 41 79
Conjunctivitis 23 72 3 91
Erythema, redness of nasal mucosa 21 75 3 97
Serous nasal discharge 20 86 10 98
Hyperaemic/purple coloration, lesions of teats 15 74 0.4 100
Ulcerations of oral mucosa 14 97 12 100
Erythema, redness of oral mucosa 12 91 30 89
Purulent nasal discharge 11 91 10 94
Erosions/ulceration of tongue mucosa 1 95 12 95
Petechial haemorrhages oral mucosa 1 97 2 95
Skin disorders
Erosions of lips/crusts in or around nostrils 29 89 24 68 Hyperaemic/purple coloration of tongue,
tongue protrusion 6 97 20 89
Hypersensitivity of skin 3 97 0.4 100
Broken skin around mouth 1 98 4 93
Erythema, inflammations, redness of skin 0 98 1 97 Reproduction disorders
Abortion 2 97 0 99
Stillbirth 1 98 0 100
Anoestrus 1 100 0 100
Teratogenic fetus 0 100 0 100
Congenital deformities 0 100 0 100
Respiratory disorders
Dyspneu 5 95 7 88
Production disorders
Depression in milk production 7 91 0 100
Broken Wool/alopecia - - 0 99
Digestive disorders
Diarrhoea 2 91 2 95
Regurgitation, vomiting 0 100 0.4 100
Table
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Table 2. Sensitivity (Se), specificity (Sp) and accessory 95% confidence intervals (CI) of combinations of clinical signs in cattle herds and sheep flocks for the detection of a Bluetongue serotype 8 outbreak at optimal sensitive, optimal specific and optimal efficient cut-off levels.
Clinical signs observed in one or more
affected animals within ……. Optimal Se in %
(95 % CI) Sp in % (95% CI)
2- test or Fisher exact test (p-value) Cattle herds
Ulcerations/erosions of oral mucosa or lesions and crusts nasal mucosa or oedema of the nose or erosions of lips/crusts in or around nostrils or serous nasal discharge or salivation or conjunctivitis or Coronitis or lameness or Apathy/tiredness or muscle necrosis, stiffness of limbs or loathing or refusal to move, prostration or torticollis or dysphagia, no or less drinking or fever or mortality
sensitive
99 ( 95–100 )
11 ( 5 – 22 )
0.003
Loathing or refusal to move, prostration or torticollis or
anoestrus or apathy/tiredness specific 17
( 12 – 24 ) 99
(91 - 100) 0.001 Ulcerations/erosions of oral mucosa or erosions of
lips/crusts in or around nostrils or oedema of the nose or Hyperaemic/purple coloration of tongue, tongue protrusion or coronitis or apathy/tiredness or
muscle necrosis, stiffness of limbs or loathing or refusal to move, prostration or torticollis or anoestrus
efficient
67 ( 60 – 75 )
71 (60 – 82 )
< 0.0001
Sheep flocks
Ulcerations of oral mucosa or lesions and crusts nasal mucosa or erythema, redness of nasal mucosa or oedema of the lips or nose or serous or purulent nasal discharge or hyperaemic/purple coloration of tongue, tongue protrusion or erosions/ulceration of tongue mucosa or hypersensitivity of skin or
Salivation or grinding of teeth or conjunctivitis or dyspneu or apathy, tiredness or weakness, paresis or muscle necrosis, stiffness of limbs or loathing or refusal to move, prostration or coronitis or
lameness or dysphagia, no or less drinking or anorexia, emaciation, weight loss or mortality
sensitive 99 ( 97–100 )
14 ( 8 – 23 )
< 0.0001
Ulcerations of oral mucosa or hypersensitivity of skin specific 12 ( 8 – 17 )
100 (95-100)
0.0004 Ulcerations of oral mucosa or serous nasal discharge or
erosions/ulceration of tongue mucosa or
hypersensitivity of skin or muscle necrosis, stiffness of limbs or coronitis or grinding of teeth or salivation or weakness, paresis
efficient 76 ( 70 – 81 )
72 (63 – 81 )
< 0.0001
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0 10 20 30 40 50 60 70 80 90 100
0 10 20 30 40 50 60 70 80 90 100
Specificity (in %)
Sensitivity (in %)
Figure 1. ROC curve of combinations of clinical signs in cattle herds (solid line) and random ROC curve (dotted line) for the detection of Bluetongue serotype 8 outbreaks during the epidemic in 2006 in the Netherlands.
Figure
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0 10 20 30 40 50 60 70 80 90 100
0 10 20 30 40 50 60 70 80 90 100
Specificity (in %)
Sensitivity (in %)
Figure 2. ROC curve of combinations of clinical signs in sheep flocks (solid line) and random ROC curve (dotted line) for the detection of Bluetongue serotype 8 outbreaks during the epidemic in 2006 in the Netherlands.