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Chanda MM, Purse BV, Sedda L, Benz D, Prasad M, Reddy YN, Yarabolu KR, Byregowda SM, Carpenter S, Prasad G, Rogers DJ. Bluetongue Risk Map for Vaccination and Surveillance Strategies in India. Pathogens 2024; 13:590. [PMID: 39057817 PMCID: PMC11280473 DOI: 10.3390/pathogens13070590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 07/07/2024] [Accepted: 07/13/2024] [Indexed: 07/28/2024] Open
Abstract
Bluetongue virus (BTV, Sedoreoviridae: Orbivirus) causes an economically important disease, namely, bluetongue (BT), in domestic and wild ruminants worldwide. BTV is endemic to South India and has occurred with varying severity every year since the virus was first reported in 1963. BT can cause high morbidity and mortality to sheep flocks in this region, resulting in serious economic losses to subsistence farmers, with impacts on food security. The epidemiology of BTV in South India is complex, characterized by an unusually wide diversity of susceptible ruminant hosts, multiple vector species biting midges (Culicoides spp., Diptera: Ceratopogonidae), which have been implicated in the transmission of BTV and numerous co-circulating virus serotypes and strains. BT presence data (1997-2011) for South India were obtained from multiple sources to develop a presence/absence model for the disease. A non-linear discriminant analysis (NLDA) was carried out using temporal Fourier transformed variables that were remotely sensed as potential predictors of BT distribution. Predictive performance was then characterized using a range of different accuracy statistics (sensitivity, specificity, and Kappa). The top ten variables selected to explain BT distribution were primarily thermal metrics (land surface temperature, i.e., LST, and middle infrared, i.e., MIR) and a measure of plant photosynthetic activity (the Normalized Difference Vegetation Index, i.e., NDVI). A model that used pseudo-absence points, with three presence and absence clusters each, outperformed the model that used only the recorded absence points and showed high correspondence with past BTV outbreaks. The resulting risk maps may be suitable for informing disease managers concerned with vaccination, prevention, and control of BT in high-risk areas and for planning future state-wide vector and virus surveillance activities.
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Affiliation(s)
- Mohammed Mudassar Chanda
- ICAR-National Institute of Veterinary Epidemiology and Disease Informatics (NIVEDI), Ramagondanahalli, Yelahanka, Bengaluru 560064, India
| | - Bethan V. Purse
- UK Centre for Ecology & Hydrology, Maclean Building, Crowmarsh Gifford, Wallingford OX10 8BB, UK;
| | - Luigi Sedda
- Lancaster Ecology and Epidemiology Group, Lancaster Medical School, Lancaster University, Furness Building, Lancaster LA1 4YG, UK;
| | - David Benz
- Department of Biology, University of Oxford, 11A Mansfield Road, Oxford OX1 3SZ, UK; (D.B.); (D.J.R.)
| | - Minakshi Prasad
- National Research Centre on Equines, Sirsa Road, Hisar 125001, India;
| | - Yella Narasimha Reddy
- Department of Animal Biotechnology, P.V. Narsimha Rao Telangana University, Hyderabad 500030, India;
| | - Krishnamohan Reddy Yarabolu
- Vaccine Research Centre-Viral Vaccines, Centre for Animal Health Studies Tamil Nadu Veterinary and Animal Sciences University, Chennai 600051, India;
| | - S. M. Byregowda
- Institute of Animal Health and Veterinary Biological, Bengaluru 560024, India;
| | - Simon Carpenter
- School of the Biological Sciences, 17 Mill Lane, Cambridge CB2 1RX, UK;
| | - Gaya Prasad
- International Institute of Veterinary Education & Research, Rohtak 124001, India;
| | - David John Rogers
- Department of Biology, University of Oxford, 11A Mansfield Road, Oxford OX1 3SZ, UK; (D.B.); (D.J.R.)
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Gahn MCB, Seck MT, Ciss M, Lo MM, Ndiaye M, Fall M, Biteye B, Sailleau C, Viarouge C, Postic L, Zientara S, Bréard E, Fall AG. Insight on Bluetongue virus transmission in small ruminants in Senegal. Acta Trop 2022; 232:106487. [PMID: 35487295 DOI: 10.1016/j.actatropica.2022.106487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/20/2022] [Accepted: 04/24/2022] [Indexed: 11/28/2022]
Abstract
Bluetongue (BT) is an infectious, arthropod-borne viral disease of domestic and wild ruminants. The disease causes animal mortality, production decrease and commercial limits for herds. Despite the active circulation of the disease in the world, few studies have been carried out in Senegal. The objective of this study was to assess the current prevalence of BT in small ruminants and the serotypes circulating in Senegal. A cross-sectional study was conducted in the fourteen regions of Senegal. After the sampling campaign, sera collected in sheep and goats herds were screened for the presence of Bluetongue virus (BTV) specific antibodies using c-Elisa. The whole blood of seropositive animals was further analyzed by RT-qPCR and positive samples were typed to identify BTV serotypes. Analysis of several risk factors such as age, sex and species of animals was performed using logistic regression. The overall seroprevalence of BTV in Senegal was 72.6% (95% CI: 70.3-74.9%) with 75.9% (95% CI: 72.2-79.5%) in goat and 70.6% (95% CI: 67.5-73.6%) in sheep. Female (prevalence=77.1%) and adult (prevalence=80%) animals showed the highest seropositivity to BTV compared respectively to male (55.7%, p=6.133e-09) and young (49.4%, p < 2.2e-16). The RT-qPCR results showed the presence of BT viral genome in 359 small ruminants. The results obtained from serological and genotyping studies showed an active spread of the Bluetongue virus in domestic ruminants and phylogenetic analysis showed that the BTV-2 is one of the circulating serotypes in Senegal. This study allows having baseline information for controlling Bluetongue in Senegal.
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Affiliation(s)
- Marie Cicille Ba Gahn
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal.
| | - Momar Talla Seck
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Mamadou Ciss
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Modou Moustapha Lo
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Mbengué Ndiaye
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Moussa Fall
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Biram Biteye
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal
| | - Corinne Sailleau
- UMR Virologie, INRA, Ecole Nationale Vétérinaire d'Alfort, ANSES, Laboratoire de santé animale, Université Paris-Est, Maison Alfort 94700, France
| | - Cyril Viarouge
- UMR Virologie, INRA, Ecole Nationale Vétérinaire d'Alfort, ANSES, Laboratoire de santé animale, Université Paris-Est, Maison Alfort 94700, France
| | - Lydie Postic
- UMR Virologie, INRA, Ecole Nationale Vétérinaire d'Alfort, ANSES, Laboratoire de santé animale, Université Paris-Est, Maison Alfort 94700, France
| | - Stéphan Zientara
- UMR Virologie, INRA, Ecole Nationale Vétérinaire d'Alfort, ANSES, Laboratoire de santé animale, Université Paris-Est, Maison Alfort 94700, France
| | - Emmanuel Bréard
- UMR Virologie, INRA, Ecole Nationale Vétérinaire d'Alfort, ANSES, Laboratoire de santé animale, Université Paris-Est, Maison Alfort 94700, France
| | - Assane Gueye Fall
- Laboratoire National de l'Elevage et de Recherches Vétérinaires (ISRA-LNERV), Institut Sénégalais de Recherches Agricoles, BP: 2057 Dakar-Hann, Sénégal.
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Sana K, Soufien S, Thameur BH, Liana T, Massimo S, Kaouther G, Raja G, Haikel H, Bassem BHM, Wiem K, Monia L, Ameni BS, Naouel F, Anissa D, Mehdi BA, Sarah T, Chedia S, Giovanni S, Salah H. Risk-based serological survey of bluetongue and the first evidence of bluetongue virus serotype 26 circulation in Tunisia. Vet Med Sci 2022; 8:1671-1682. [PMID: 35510402 PMCID: PMC9297743 DOI: 10.1002/vms3.818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Bluetongue (BT), a vector-borne disease of wild and domestic ruminants, is responsible for severe economic losses in flocks. To reduce this impact, a surveillance and control plan was implemented in Tunisia. However, the epidemiological situation of BT remains incompletely understood, especially for the circulating serotypes. OBJECTIVE The aim of this survey was to determine the seroprevalence, to identify the circulating serotypes and to identify the associated risk factors for bluetongue virus (BTV) circulation in Tunisia using risk-based sampling (RBS). METHODS A total of 3314 blood samples were randomly collected from 67 sectors using risk-based sampling and screened by competitive enzyme-linked immunosorbent assays (c-ELISAs). Out of the 1330 positive samples, 200 samples were analysed by serum neutralization test (SNT) to identify circulating BTV serotypes. RESULTS Of 3314 sera, 1330 were c-ELISA-positive (40.1%) for antibodies against the BTV structural protein VP7. The result of SNT showed the presence of BTV-1, BTV-2, BTV-3, BTV-4 and, for the first time in Tunisia, BTV-26. The logistic regression model revealed that older animals had nearly two times the odds of being infected with BTV compared to younger animals. Flocks with a history of BT were almost 1.5 times more likely to be at risk for contracting BTV infection. The flock size, housing indoors and intensive production system were significant protective factors. CONCLUSIONS High seroprevalence of BTV among sheep was highlighted in Tunisia. The neutralization test showed the presence of the following BTV serotypes: BTV-1, BTV-2, BTV-3, BTV-4 and, for the first time in Tunisia, BTV-26. Age, production system and flock size were important variables associated with BTV infection in sheep. This finding is crucial, as it will allow the adjustment of the BT control programme in Tunisia.
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Affiliation(s)
- Kalthoum Sana
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Sghaier Soufien
- Institut de la Recherche Vétérinaire de Tunisie, Tunis, Tunisia
| | - Ben Hassine Thameur
- Direction Générale des Services Vétérinaires, Commissariat Régional au Développement Agricole de Nabeul, Nabeul, Tunisia
| | - Teodori Liana
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise Giuseppe Caporale, Teramo, Italy
| | - Spedicato Massimo
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise Giuseppe Caporale, Teramo, Italy
| | - Guesmi Kaouther
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Gharbi Raja
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Hajlaoui Haikel
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Bel Haj Mohamed Bassem
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Khalfaoui Wiem
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Lachtar Monia
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Ben Salem Ameni
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Fatnassi Naouel
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Dhaouadi Anissa
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Ben Ali Mehdi
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Thabet Sarah
- Institut de la Recherche Vétérinaire de Tunisie, Tunis, Tunisia
| | - Seghaier Chedia
- National Centre of Zoosanitary Vigilance, Ministère de L'agriculture et des Ressources Hydrauliques, Tunis, Tunisia
| | - Savini Giovanni
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise Giuseppe Caporale, Teramo, Italy
| | - Hammami Salah
- Service de Microbiologie, Immunologie et Pathologie Générale, École Nationale de Médecine Vétérinaire de Sidi Thabet, Tunisia Universitè de la Manouba, Manouba, Tunisia
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