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Czupryna AM, Estepho M, Lugelo A, Bigambo M, Sambo M, Changalucha J, Lushasi KS, Rooyakkers P, Hampson K, Lankester F. Testing novel facial recognition technology to identify dogs during vaccination campaigns. Sci Rep 2023; 13:22025. [PMID: 38086911 PMCID: PMC10716125 DOI: 10.1038/s41598-023-49522-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 12/08/2023] [Indexed: 12/18/2023] Open
Abstract
A lack of methods to identify individual animals can be a barrier to zoonoses control. We developed and field-tested facial recognition technology for a mobile phone application to identify dogs, which we used to assess vaccination coverage against rabies in rural Tanzania. Dogs were vaccinated, registered using the application, and microchipped. During subsequent household visits to validate vaccination, dogs were registered using the application and their vaccination status determined by operators using the application to classify dogs as vaccinated (matched) or unvaccinated (unmatched), with microchips validating classifications. From 534 classified dogs (251 vaccinated, 283 unvaccinated), the application specificity was 98.9% and sensitivity 76.2%, with positive and negative predictive values of 98.4% and 82.8% respectively. The facial recognition algorithm correctly matched 249 (99.2%) vaccinated and microchipped dogs (true positives) and failed to match two (0.8%) vaccinated dogs (false negatives). Operators correctly identified 186 (74.1%) vaccinated dogs (true positives), and 280 (98.9%) unvaccinated dogs (true negatives), but incorrectly classified 58 (23.1%) vaccinated dogs as unmatched (false negatives). Reduced application sensitivity resulted from poor quality photos and light-associated color distortion. With development and operator training, this technology has potential to be a useful tool to identify dogs and support research and intervention programs.
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Affiliation(s)
- Anna Maria Czupryna
- Boyd Orr Centre for Population and Ecosystem Health, School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, G12 8QQ, UK
- Environmental Health and Ecological Sciences Thematic Group, Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Mike Estepho
- PiP My Pet Technologies, Vancouver, British Colombia, Canada
| | - Ahmed Lugelo
- Environmental Health and Ecological Sciences Thematic Group, Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
- Global Animal Health Tanzania, P.O. Box 1642, Arusha, Tanzania
- Department of Veterinary Medicine and Public Health, Sokoine University of Agriculture, P.O. Box 3105, Morogoro, Tanzania
| | | | - Maganga Sambo
- Boyd Orr Centre for Population and Ecosystem Health, School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, G12 8QQ, UK
- Environmental Health and Ecological Sciences Thematic Group, Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Joel Changalucha
- Environmental Health and Ecological Sciences Thematic Group, Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
- Global Animal Health Tanzania, P.O. Box 1642, Arusha, Tanzania
| | - Kennedy Selestin Lushasi
- Environmental Health and Ecological Sciences Thematic Group, Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
- Department of Global Health and Biomedical Sciences, Nelson Mandela African Institute of Science and Technology, Arusha, Tanzania
| | | | - Katie Hampson
- Boyd Orr Centre for Population and Ecosystem Health, School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Felix Lankester
- Global Animal Health Tanzania, P.O. Box 1642, Arusha, Tanzania.
- Paul G. Allen School for Global Health, Washington State University, Pullman, WA, 99164, USA.
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Hayes S, Lushasi K, Sambo M, Changalucha J, Ferguson EA, Sikana L, Hampson K, Nouvellet P, Donnelly CA. Understanding the incidence and timing of rabies cases in domestic animals and wildlife in south-east Tanzania in the presence of widespread domestic dog vaccination campaigns. Vet Res 2022; 53:106. [PMID: 36510331 PMCID: PMC9743725 DOI: 10.1186/s13567-022-01121-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 10/17/2022] [Indexed: 12/14/2022] Open
Abstract
The "Zero by 30" strategic plan aims to eliminate human deaths from dog-mediated rabies by 2030 and domestic dog vaccination is a vital component of this strategic plan. In areas where domestic dog vaccination has been implemented, it is important to assess the impact of this intervention. Additionally, understanding temporal and seasonal trends in the incidence of animal rabies cases may assist in optimizing such interventions. Data on the incidence of probable rabies cases in domestic and wild animals were collected between January 2011 and December 2018 in thirteen districts of south-east Tanzania where jackals comprise over 40% of reported rabies cases. Vaccination coverage was estimated over this period, as five domestic dog vaccination campaigns took place in all thirteen districts between 2011 and 2016. Negative binomial generalized linear models were used to explore the impact of domestic dog vaccination on the annual incidence of animal rabies cases, whilst generalized additive models were used to investigate the presence of temporal and/or seasonal trends. Increases in domestic dog vaccination coverage were significantly associated with a decreased incidence of rabies cases in both domestic dogs and jackals. A 35% increase in vaccination coverage was associated with a reduction in the incidence of probable dog rabies cases of between 78.0 and 85.5% (95% confidence intervals ranged from 61.2 to 92.2%) and a reduction in the incidence of probable jackal rabies cases of between 75.3 and 91.2% (95% confidence intervals ranged from 53.0 to 96.1%). A statistically significant common seasonality was identified in the monthly incidence of probable rabies cases in both domestic dogs and jackals with the highest incidence from February to August and lowest incidence from September to January. These results align with evidence supporting the use of domestic dog vaccination as part of control strategies aimed at reducing animal rabies cases in both domestic dogs and jackals in this region. The presence of a common seasonal trend requires further investigation but may have implications for the timing of future vaccination campaigns.
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Affiliation(s)
- Sarah Hayes
- Department of Infectious Disease Epidemiology, Faculty of Medicine, School of Public Health, Imperial College London, London, UK.
- Department of Statistics, University of Oxford, Oxford, UK.
| | - Kennedy Lushasi
- Ifakara Health Institute, Ifakara, Tanzania
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
- Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | | | - Joel Changalucha
- Ifakara Health Institute, Ifakara, Tanzania
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
| | - Elaine A Ferguson
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
| | - Lwitiko Sikana
- Ifakara Health Institute, Ifakara, Tanzania
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
| | - Katie Hampson
- Ifakara Health Institute, Ifakara, Tanzania
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
| | | | - Christl A Donnelly
- Department of Infectious Disease Epidemiology, Faculty of Medicine, School of Public Health, Imperial College London, London, UK
- Department of Statistics, University of Oxford, Oxford, UK
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Lim PC, Lembo T, Hampson K, Changalucha J, Sambo M, Ghosal S. Tackling barriers to collective action for effective vaccination campaigns: rabies in rural Africa as an example. HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS 2022; 9:364. [PMID: 38726049 PMCID: PMC11076219 DOI: 10.1057/s41599-022-01374-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 09/27/2022] [Indexed: 05/12/2024]
Abstract
Vaccine-based protection in populations that are vulnerable to infectious diseases represents a public good, whose successful attainment requires collective action. We investigated participation in mass domestic dog vaccination against dog-mediated human rabies endemic in Tanzania as a prototypical example of these issues. We employed advertising interventions, text messaging and/or engagement through community leaders, as well as operational adjustments to increase the saliency of rabies risks and reduce barriers to participation in vaccination campaigns. Neither advertising strategies were effective on their own, however, when taken together, the two advertising strategies substantially improved vaccination coverage. Operational interventions, such as increasing vaccination stations and extending time windows of delivery, greatly enhanced participation. Our experimental and theoretical findings highlight the importance of both salience and context: sparking successful collective action requires decision-making bodies to understand and respond to the challenges encountered by intended beneficiaries in their local contexts.
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Affiliation(s)
| | - Tiziana Lembo
- The Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health & Comparative Medicine, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Katie Hampson
- The Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health & Comparative Medicine, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Joel Changalucha
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Maganga Sambo
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Sayantan Ghosal
- Adam Smith Business School, University of Glasgow, Glasgow, UK
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Bharani K, Ramachandran K, Kommisetty V, Baalann KP. Knowledge of rabies among rural community in Chengalpet district, India. Bioinformation 2022; 18:155-159. [PMID: 36518126 PMCID: PMC9722409 DOI: 10.6026/97320630018155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/11/2022] [Accepted: 03/31/2022] [Indexed: 09/10/2024] Open
Abstract
The objective of the present study is to assess the knowledge about rabies among the general population of a rural area in Chengalpattu district of Tamilnadu. A cross-sectional study was conducted among 361 participants belonging to Paranur village of Chengalpattu district. A pre-tested questionnaire was utilized to gather information on socio-demographic factors, knowledge about rabies, treatment-seeking behavior, and anti-rabies vaccine use among participants with history of dog bite. Among the 361 participants, only 49.5 % were aware of local wound-management procedures, despite the fact that 68% had sufficient knowledge about rabies. The present study highlights. significant association between knowledge regarding rabies with demographic variables such as gender, age, education and occupation Although more than half of the study population had adequate knowledge on rabies, one-fourth of them had no knowledge on first-aid treatments or vaccines at the time of dog bite. This study highlights the need to promote knowledge regarding wound care and post-exposure prophylaxis at the event of a dog bite.
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Affiliation(s)
- Kamini Bharani
- Department of Community Medicine, Sri Muthukumaran Medical College and Research Institute, Chennai, India
| | - Karthikeyan Ramachandran
- Department of Physical Medicine & Rehabilitation, Sree Balaji Medical College & Hospital, Bharath Institute of Higher Education & Research, Chennai, India
| | - Vaishnavi Kommisetty
- Department of Community Medicine, Meenakshi Medical College & Research Institute, Meenakshi Academy of Higher Education & Research, Chennai, India
| | - Krishna Prasanth Baalann
- Department of Community Medicine, Sree Balaji Medical College & Hospital, Bharath Institute of Higher Education & Research, Chennai, India
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Sambo M, Ferguson EA, Abela-Ridder B, Changalucha J, Cleaveland S, Lushasi K, Mchau GJ, Nanai A, Nonga H, Steenson R, Johnson PCD, Hampson K. Scaling-up the delivery of dog vaccination campaigns against rabies in Tanzania. PLoS Negl Trop Dis 2022; 16:e0010124. [PMID: 35143490 PMCID: PMC8865671 DOI: 10.1371/journal.pntd.0010124] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 02/23/2022] [Accepted: 12/27/2021] [Indexed: 11/18/2022] Open
Abstract
An increasing number of countries are committing to meet the global target to eliminate human deaths from dog-mediated rabies by 2030. Mass dog vaccination is central to this strategy. To interrupt rabies transmission from dogs to humans, the World Health Organization recommends that vaccination campaigns should be carried out every year in all dog-owning communities vaccinating 70% of their susceptible dogs. Monitoring and evaluation of dog vaccination campaigns are needed to measure progress towards elimination. In this study, we measured the delivery performance of large-scale vaccination campaigns implemented in 25 districts in south-east Tanzania from 2010 until 2017. We used regression modelling to infer the factors associated with, and potentially influencing the successful delivery of vaccination campaigns. During 2010-2017, five rounds of vaccination campaigns were carried out, vaccinating in total 349,513 dogs in 2,066 administrative vaccination units (rural villages or urban wards). Progressively more dogs were vaccinated over the successive campaigns. The campaigns did not reach all vaccination units each year, with only 16-28% of districts achieving 100% campaign completeness (where all units were vaccinated). During 2013-2017 when vaccination coverage was monitored, approximately 20% of vaccination units achieved the recommended 70% coverage, with average coverage around 50%. Campaigns were also not completed at annual intervals, with the longest interval between campaigns being 27 months. Our analysis revealed that districts with higher budgets generally achieved higher completeness, with a twofold difference in district budget increasing the odds of a vaccination unit being reached by a campaign by slightly more than twofold (OR: 2.29; 95% CI: 1.69-3.09). However, higher budgets did not necessarily result in higher coverage within vaccination units that were reached. We recommend national programs regularly monitor and evaluate the performance of their vaccination campaigns, so as to identify factors hindering their effective delivery and to guide remedial action.
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Affiliation(s)
- Maganga Sambo
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Elaine A. Ferguson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Joel Changalucha
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Sarah Cleaveland
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Kennedy Lushasi
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
- Global Health and Biomedical Sciences, School of Life Sciences and Bioengineering, Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | - Geofrey Joseph Mchau
- Ministry of Health, Community Development, Gender, Elderly and Children, Dodoma, Tanzania
| | - Alphoncina Nanai
- Department of Neglected Tropical Diseases, World Health Organization, Country Office of Tanzania, Dar es Salaam, Tanzania
| | - Hezron Nonga
- Directorate of Veterinary Services, Ministry of Livestock Development and Fisheries, Dodoma, Tanzania
| | - Rachel Steenson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Paul CD Johnson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Katie Hampson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
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Fasina FO, Fasanmi OG, Makonnen YJ, Bebay C, Bett B, Roesel K. The one health landscape in Sub-Saharan African countries. One Health 2021; 13:100325. [PMID: 34584927 PMCID: PMC8455361 DOI: 10.1016/j.onehlt.2021.100325] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 09/06/2021] [Accepted: 09/06/2021] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVES One Health is transiting from multidisciplinary to transdisciplinary concepts and its viewpoints should move from 'proxy for zoonoses', to include other topics (climate change, nutrition and food safety, policy and planning, welfare and well-being, antimicrobial resistance (AMR), vector-borne diseases, toxicosis and pesticides issues) and thematic fields (social sciences, geography and economics). This work was conducted to map the One Health landscape in Africa. METHODS An assessment of existing One Health initiatives in Sub-Saharan African (SSA) countries was conducted among selected stakeholders using a multi-method approach. Strengths, weaknesses, opportunities and threats to One Health initiatives were identified, and their influence, interest and impacts were semi-quantitatively evaluated using literature reviews, questionnaire survey and statistical analysis. RESULTS One Health Networks and identified initiatives were spatiotemporally spread across SSA and identified stakeholders were classified into four quadrants. It was observed that imbalance in stakeholders' representations led to hesitation in buying-in into One Health approach by stakeholders who are outside the main networks like stakeholders from the policy, budgeting, geography and sometimes, the environment sectors. CONCLUSION Inclusion of theory of change, monitoring and evaluation frameworks, and tools for standardized evaluation of One Health policies are needed for a sustained future of One Health and future engagements should be outputs- and outcomes-driven and not activity-driven. National roadmaps for One Health implementation and institutionalization are necessary, and proofs of concepts in One Health should be validated and scaled-up. Dependence on external funding is unsustainable and must be addressed in the medium to long-term. Necessary policy and legal instruments to support One Health nationally and sub-nationally should be implemented taking cognizance of contemporary issues like urbanization, endemic poverty and other emerging issues. The utilization of current technologies and One Health approach in addressing the ongoing pandemic of COVID-19 and other emerging diseases are desirable. Finally, One Health implementation should be anticipatory and preemptive, and not reactive in containing disease outbreaks, especially those from the animal sources or the environment before the risk of spillover to human.
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Key Words
- ACDC, Africa Centres for Disease Control and Prevention
- AFROHUN, Africa One Health University Network
- AMR, Antimicrobial resistance
- AMU, Arab Maghreb Union
- AU, African Union
- AU-IBAR, African Union Inter-African Bureau for Animal Resources
- Africa
- Animal health
- Antimicrobial resistance
- BMGF, Bill and Melinda Gates Foundation
- BSL-3, Biosafety level 3 laboratory
- CEMAC, Economic and Monetary Community of Central Africa
- CILSS, Permanent Inter-State Committee for Drought Control in the Sahel
- COCTU, Control of Trypanosomiasis in Uganda
- COMESA, Common Market for Eastern and Southern Africa
- COVID-19, Coronavirus (SARS CoV 2) disease 2019
- EAC, East African Community
- ECCAS, Economic Community of Central African States
- ECOWAS, Economic Community of West African States
- Emerging and re-emerging diseases
- Environment health
- FAO, Food and Agriculture Organization of the United Nations
- FELTP, Field Epidemiology & Laboratory Training Program
- Food safety
- GARC, Global Alliance for Rabies Control
- GHSA-ZDAH, Global Health Security Agenda's Zoonotic Diseases and Animal Health in Africa
- GIS, Geographic information system
- HPAI H5N1, Highly pathogenic avian influenza subtype H5N1
- IGAD, Intergovernmental Authority on Development
- ILRI, International Livestock Research Institute
- IRA, Institute for Resource Assessment
- ISAVET, Frontline In-Service Applied Veterinary Epidemiology Training
- KEMRI, Kenya Medical Research Institute
- M & E, monitoring and evaluation
- MALF, Ministry of Agriculture, Livestock, and Fisheries
- MRU, Mano River Union
- MoH, Ministry of Health
- NISCAI, National Inter-Ministerial Steering Committee on Avian Influenza
- NTCAI, National Technical Committee on Avian Influenza
- OH, One Health
- OIE, World Organization for Animal Health
- One health (OH)
- PMP, Progressive Management Pathway
- Public health
- RECs, regional economic commissions
- RVF, Rift Valley fever
- SACIDS, Southern African Centre for Infectious Disease Surveillance
- SACU, South African Customs Union
- SADC, South African Development Community
- SSA, Sub-Saharan Africa
- SWOT, Strengths, weaknesses, opportunities and threats
- Toxicosis
- UNICEF, United Nations Children's Fund
- UNSIC, United Nations System Influenza Coordination
- USAID, United States Agency for International Development
- WAEMU, West African Economic and Monetary Union
- WHO, World Health Organization
- ZDU, Zoonotic Disease Unit.
- Zoonosis
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Affiliation(s)
- Folorunso O. Fasina
- Emergency Centre for Transboundary Animal Diseases (ECTAD), Food and Agriculture Organization of the United Nations (FAO), Dar es Salaam, United Republic of Tanzania
- Department of Veterinary Tropical Diseases, University of Pretoria, Onderstepoort, South Africa
| | - Olubunmi G. Fasanmi
- Department of Veterinary Laboratory Technology, Federal College of Animal Health & Production Technology, Ibadan, Oyo State, Nigeria
| | - Yilma J. Makonnen
- FAO Sub-Regional Office for Eastern Africa, Food and Agriculture Organization of the United Nations, Addis Ababa, Ethiopia
| | - Charles Bebay
- Emergency Centre for Transboundary Animal Diseases (ECTAD), Food and Agriculture Organization of the United Nations (FAO), Nairobi, Kenya
| | - Bernard Bett
- International Livestock Research Institute, Nairobi, Kenya &ILRI/BMZ One Health Research, Education, Outreach and Awareness Centre (OHRECA), Kenya
| | - Kristina Roesel
- International Livestock Research Institute, Nairobi, Kenya &ILRI/BMZ One Health Research, Education, Outreach and Awareness Centre (OHRECA), Kenya
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Monroe B, Ludder F, Dilius P, Crowdis K, Lohr F, Cleaton J, Gamble L, Blanton J, Etheart M, Pieracci EG, Natal Vigilato MA, Molina-Flores B, Millien M, Gibson AD, Wallace RM. Every Dog Has Its Data: Evaluation of a Technology-Aided Canine Rabies Vaccination Campaign to Implement a Microplanning Approach. Front Public Health 2021; 9:757668. [PMID: 34790645 PMCID: PMC8591122 DOI: 10.3389/fpubh.2021.757668] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 10/07/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Robust dog vaccination coverage is the primary way to eliminate canine rabies. Haiti conducts annual canine mass vaccination campaigns, but still has the most human deaths in the Latin American and Caribbean region. We conducted an evaluation of dog vaccination methods in Haiti to determine if more intensive, data-driven vaccination methods, using smartphones for data reporting and geo-communication, could increase vaccination coverage to a level capable of disrupting rabies virus transmission. Methods: Two cities were designated into "Traditional" and "Technology-aided" vaccination areas. Traditional areas utilized historical methods of vaccination staff management, whereas Technology-aided areas used smartphone-supported spatial coordination and management of vaccination teams. Smartphones enabled real time two-way geo-communication between campaign managers and vaccinators. Campaign managers provided geographic instruction to vaccinators by assigning mapped daily vaccination boundaries displayed on phone handsets, whilst vaccinators uploaded spatial data of dogs vaccinated for review by the campaign manager to inform assignment of subsequent vaccination zones. The methods were evaluated for vaccination effort, coverage, and cost. Results: A total of 11,420 dogs were vaccinated during the 14-day campaign. The technology-aided approach achieved 80% estimated vaccination coverage as compared to 44% in traditional areas. Daily vaccination rate was higher in Traditional areas (41.7 vaccinations per team-day) compared to in technology-aided areas (26.8) but resulted in significantly lower vaccination coverages. The cost per dog vaccinated increased exponentially with the associated vaccination coverage, with a cost of $1.86 to achieve 25%, $2.51 for 50% coverage, and $3.19 for 70% coverage. Conclusions: Traditional vaccination methods failed to achieve sufficiently high vaccination coverages needed to interrupt sustained rabies virus transmission, whilst the technology-aided approach increased coverage above this critical threshold. Over successive campaigns, this difference is likely to represent the success or failure of the intervention in eliminating the rabies virus. Technology-aided vaccination should be considered in resource limited settings where rabies has not been controlled by Traditional vaccination methods. The use of technology to direct health care workers based on near-real-time spatial data from the field has myriad potential applications in other vaccination and public health initiatives.
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Affiliation(s)
- Benjamin Monroe
- Poxvirus and Rabies Branch, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Fleurinord Ludder
- Haiti Ministry of Agriculture, Rural Development and Natural Resources, Port au Prince, Haiti
| | - Pierre Dilius
- Haiti Ministry of Agriculture, Rural Development and Natural Resources, Port au Prince, Haiti
| | | | | | - Julie Cleaton
- Poxvirus and Rabies Branch, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | | | - Jesse Blanton
- Poxvirus and Rabies Branch, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Melissa Etheart
- Centers for Disease Control and Prevention, Haiti Office, Port au Prince, Haiti
| | - Emily G Pieracci
- Poxvirus and Rabies Branch, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Marco Antonio Natal Vigilato
- Pan American Center of Foot-and-Mouth Disease and Veterinary Public Health - Pan American Health Organization Veterinary Public Health Unit/(PANAFTOSA/VPH-PAHO), Rio de Janeiro, Brazil
| | - Baldomero Molina-Flores
- Pan American Center of Foot-and-Mouth Disease and Veterinary Public Health - Pan American Health Organization Veterinary Public Health Unit/(PANAFTOSA/VPH-PAHO), Rio de Janeiro, Brazil
| | - Max Millien
- Division of Genetics and Genomics, Easter Bush Veterinary Centre, The Roslin Institute and the Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Roslin, United Kingdom
| | - Andrew D Gibson
- Mission Rabies, Cranborne, United Kingdom.,Division of Genetics and Genomics, Easter Bush Veterinary Centre, The Roslin Institute and the Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Roslin, United Kingdom
| | - Ryan M Wallace
- Poxvirus and Rabies Branch, Centers for Disease Control and Prevention, Atlanta, GA, United States
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Filla C, Rajeev M, Randriana Z, Hanitriniana C, Rafaliarison RR, Edosoa GT, Andriamananjara M, Razafindraibe NP, Nely J, Ferreira A, Yang AL, Daniel F, Clarke TA, Farris Z, Stone T, Lastdrager J, Rajaonarivelo T, Hampson K, Metcalf CJE, Valenta K. Lessons Learned and Paths Forward for Rabies Dog Vaccination in Madagascar: A Case Study of Pilot Vaccination Campaigns in Moramanga District. Trop Med Infect Dis 2021; 6:tropicalmed6020048. [PMID: 33921499 PMCID: PMC8167587 DOI: 10.3390/tropicalmed6020048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 12/25/2022] Open
Abstract
Canine rabies causes an estimated 60,000 human deaths per year, but these deaths are preventable through post-exposure prophylaxis of people and vaccination of domestic dogs. Dog vaccination campaigns targeting 70% of the population are effective at interrupting transmission. Here, we report on lessons learned during pilot dog vaccination campaigns in the Moramanga District of Madagascar. We compare two different vaccination strategies: a volunteer-driven effort to vaccinate dogs in two communes using static point vaccination and continuous vaccination as part of routine veterinary services. We used dog age data from the campaigns to estimate key demographic parameters and to simulate different vaccination strategies. Overall, we found that dog vaccination was feasible and that most dogs were accessible to vaccination. The static-point campaign achieved higher coverage but required more resources and had a limited geographic scope compared to the continuous delivery campaign. Our modeling results suggest that targeting puppies through community-based vaccination efforts could improve coverage. We found that mass dog vaccination is feasible and can achieve high coverage in Madagascar; however, context-specific strategies and an investment in dog vaccination as a public good will be required to move the country towards elimination.
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Affiliation(s)
- Caitlynn Filla
- Department of Anthropology, University of Florida, Gainesville, FL 32611, USA; (C.F.); (K.V.)
| | - Malavika Rajeev
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA; (A.L.Y.); (C.J.E.M.)
- Correspondence: mailto:
| | - Zoavina Randriana
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
| | - Chantal Hanitriniana
- Mention Zoologie et Biodiversité Animale, Faculté des Sciences, Université d’Antananarivo, Antananarivo 101, Madagascar;
| | - Radoniaina R. Rafaliarison
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
| | - Glenn Torrencelli Edosoa
- Chargé des Maladies Tropicales Négligées Organisation Mondiale de la Santé Madagascar, Antananarivo 101, Madagascar;
| | - Mamitiana Andriamananjara
- Direction des Services Vétérinaires Ministère Chargé de l’Agriculture et de l’Élevage, Antananarivo 101, Madagascar; (M.A.); (N.P.R.)
| | - Nivohanitra P. Razafindraibe
- Direction des Services Vétérinaires Ministère Chargé de l’Agriculture et de l’Élevage, Antananarivo 101, Madagascar; (M.A.); (N.P.R.)
| | - José Nely
- Service contre les Maladies Endémo-épidémiques et Tropicales Négligées Ministère de la Santé Publique, Antananarivo 101, Madagascar;
| | - Angelique Ferreira
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
- Travelling Animal Doctors, Newark, DE 19711-2916, USA; (T.S.); (J.L.)
| | - Annie L. Yang
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA; (A.L.Y.); (C.J.E.M.)
| | - Fenomanana Daniel
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
| | - Tara A. Clarke
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
- Department of Sociology and Anthropology, North Carolina State University, Raleigh, NC 27695-8107, USA
| | - Zachary Farris
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
- Department of Health and Exercise Science, Appalachian State University, Boone, NC 28608, USA
| | - Terry Stone
- Travelling Animal Doctors, Newark, DE 19711-2916, USA; (T.S.); (J.L.)
| | - Jochem Lastdrager
- Travelling Animal Doctors, Newark, DE 19711-2916, USA; (T.S.); (J.L.)
| | - Tsiky Rajaonarivelo
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
| | - Katie Hampson
- Boyd Orr Centre for Population and Ecosystem Health Institute of Biodiversity, Animal Health and Comparative Medicine University of Glasgow, Glasgow G12 8QQ, UK;
| | - C. Jessica E. Metcalf
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA; (A.L.Y.); (C.J.E.M.)
| | - Kim Valenta
- Department of Anthropology, University of Florida, Gainesville, FL 32611, USA; (C.F.); (K.V.)
- The Mad Dog Initiative Akanin’ny Veterinera, Akaikiniarivo, Ambatobe, Antananarivo 101, Madagascar; (Z.R.); (R.R.R.); (A.F.); (F.D.); (T.A.C.); (Z.F.); (T.R.)
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Knowledge and Perception of Rabies among School Children in Rabies Endemic Areas of South Bhutan. Trop Med Infect Dis 2021; 6:tropicalmed6010028. [PMID: 33801388 PMCID: PMC8005955 DOI: 10.3390/tropicalmed6010028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/18/2021] [Accepted: 02/18/2021] [Indexed: 11/18/2022] Open
Abstract
Rabies is endemic in southern Bhutan and children are the frequent victims of dog bites. We surveyed the knowledge, attitude, and practices on rabies among school children in three schools located in southern Bhutan. A total of 701 students (57.9% female, 42.1% male) with an age range of 12–21 years (mean: 15 years) participated in the survey, of which 98.2% had heard about rabies. Most of the students demonstrated a good level of knowledge (59.7%) and a favorable perception towards rabies (57.7%). Multivariable logistic analysis revealed the relation between knowledge and the awareness campaign (OR:1.5, 95% CI: 1.1–2.1). Similarly, higher grades of students (OR:1.9, 95%CI: 1.3–2.9) and employed mothers of the students (OR: 1.6, 95% CI: 1.0–2.7) were associated with more favorable perceptions. However, some knowledge gaps were identified in this study, such as students not being able to clearly mention the susceptible hosts of rabies, transmission routes, clinical signs, and prevention and control options. Therefore, regular awareness programs on rabies are necessary among school children in Bhutan.
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Evaluation of the Worldwide Occurrence of Rabies in Dogs and Cats Using a Simple and Homogenous Framework for Quantitative Risk Assessments of Rabies Reintroduction in Disease-Free Areas through Pet Movements. Vet Sci 2020; 7:vetsci7040207. [PMID: 33353001 PMCID: PMC7766548 DOI: 10.3390/vetsci7040207] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 12/11/2020] [Accepted: 12/18/2020] [Indexed: 12/31/2022] Open
Abstract
Dog and cat rabies cases imported from rabies enzootic countries represent a major threat for areas that have acquired rabies-free status and quantitative risk analyses (QRAs) are developed in order to assess this risk of rabies reintroduction through dog and cat movements. Herein we describe a framework to evaluate dog and cat rabies incidence levels in exporting countries along with the associated uncertainty for such QRAs. For enzootic dog rabies areas (EDRAs), we extended and adapted a previously published method to specify the relationship between dog rabies vaccination coverage and canine rabies incidence; the relationship between dog and cat rabies incidences; and then to predict annual dog and cat rabies incidences. In non-enzootic dog rabies areas (nEDRAs), we provided annual incidence based on declared dog and cat rabies cases. For EDRAs, we predicted an annual incidence potentially greater than 1.5% in dogs and about ten times lower in cats with a high burden in Africa and Asia but much lower in Latin America. In nEDRAs, the occurrence of rabies was lower and of similar magnitude in dogs and cats. However, wildlife could still potentially infect dogs and cats through spillover events. This framework can directly be incorporated in QRAs of rabies reintroduction.
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11
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Rysava K, Mancero T, Caldas E, de Carvalho MF, Castro APB, Gutiérrez V, Haydon DT, Johnson PCD, Mancy R, Montebello LR, Rocha SM, Gonzalez Roldan JF, Vigilato MAN, Vilas VDR, Hampson K. Towards the elimination of dog-mediated rabies: development and application of an evidence-based management tool. BMC Infect Dis 2020; 20:778. [PMID: 33081712 PMCID: PMC7574347 DOI: 10.1186/s12879-020-05457-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 09/27/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND International organizations advocate for the elimination of dog-mediated rabies, but there is only limited guidance on interpreting surveillance data for managing elimination programmes. With the regional programme in Latin America approaching elimination of dog-mediated rabies, we aimed to develop a tool to evaluate the programme's performance and generate locally-tailored rabies control programme management guidance to overcome remaining obstacles. METHODS We developed and validated a robust algorithm to classify progress towards rabies elimination within sub-national administrative units, which we applied to surveillance data from Brazil and Mexico. The method combines criteria that are easy to understand, including logistic regression analysis of case detection time series, assessment of rabies virus variants, and of incursion risk. Subjecting the algorithm to robustness testing, we further employed simulated data sub-sampled at differing levels of case detection to assess the algorithm's performance and sensitivity to surveillance quality. RESULTS Our tool demonstrated clear epidemiological transitions in Mexico and Brazil: most states progressed rapidly towards elimination, but a few regressed due to incursions and control lapses. In 2015, dog-mediated rabies continued to circulate in the poorest states, with foci remaining in only 1 of 32 states in Mexico, and 2 of 27 in Brazil, posing incursion risks to the wider region. The classification tool was robust in determining epidemiological status irrespective of most levels of surveillance quality. In endemic settings, surveillance would need to detect less than 2.5% of all circulating cases to result in misclassification, whereas in settings where incursions become the main source of cases the threshold detection level for correct classification should not be less than 5%. CONCLUSION Our tool provides guidance on how to progress effectively towards elimination targets and tailor strategies to local epidemiological situations, while revealing insights into rabies dynamics. Post-campaign assessments of dog vaccination coverage in endemic states, and enhanced surveillance to verify and maintain freedom in states threatened by incursions were identified as priorities to catalyze progress towards elimination. Our finding suggests genomic surveillance should become increasingly valuable during the endgame for discriminating circulating variants and pinpointing sources of incursions.
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Affiliation(s)
- Kristyna Rysava
- University of Warwick, School of Life Sciences, Gibbet Hill Road, Coventry, UK
- University of Glasgow, Institute of Biodiversity, Animal Health and Comparative Medicine, Graham Kerr building, MVLS, Glasgow, G12 8QQ UK
| | - Tamara Mancero
- Pan American Health Organization (PAHO), Duque de Caxias, Rio de Janeiro, Brazil
| | - Eduardo Caldas
- Virology, Central Laboratory, State Center for Health Surveillance, State Department of Health, São Paulo, Rio Grande do Sul Brazil
| | | | | | | | - Daniel T. Haydon
- University of Glasgow, Institute of Biodiversity, Animal Health and Comparative Medicine, Graham Kerr building, MVLS, Glasgow, G12 8QQ UK
| | - Paul C. D. Johnson
- University of Glasgow, Institute of Biodiversity, Animal Health and Comparative Medicine, Graham Kerr building, MVLS, Glasgow, G12 8QQ UK
| | - Rebecca Mancy
- University of Glasgow, Institute of Biodiversity, Animal Health and Comparative Medicine, Graham Kerr building, MVLS, Glasgow, G12 8QQ UK
| | | | | | | | | | - Victor Del Rio Vilas
- Pan American Health Organization (PAHO), Duque de Caxias, Rio de Janeiro, Brazil
- University of Surrey, School of Veterinary Medicine, VSM Building, Guildford, UK
| | - Katie Hampson
- University of Glasgow, Institute of Biodiversity, Animal Health and Comparative Medicine, Graham Kerr building, MVLS, Glasgow, G12 8QQ UK
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12
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Gibson AD, Wallace RM, Rahman A, Bharti OK, Isloor S, Lohr F, Gamble L, Mellanby RJ, King A, Day MJ. Reviewing Solutions of Scale for Canine Rabies Elimination in India. Trop Med Infect Dis 2020; 5:E47. [PMID: 32210019 PMCID: PMC7157614 DOI: 10.3390/tropicalmed5010047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 03/14/2020] [Accepted: 03/18/2020] [Indexed: 12/18/2022] Open
Abstract
Canine rabies elimination can be achieved through mass vaccination of the dog population, as advocated by the WHO, OIE and FAO under the 'United Against Rabies' initiative. Many countries in which canine rabies is endemic are exploring methods to access dogs for vaccination, campaign structures and approaches to resource mobilization. Reviewing aspects that fostered success in rabies elimination campaigns elsewhere, as well as examples of largescale resource mobilization, such as that seen in the global initiative to eliminate poliomyelitis, may help to guide the planning of sustainable, scalable methods for mass dog vaccination. Elimination of rabies from the majority of Latin America took over 30 years, with years of operational trial and error before a particular approach gained the broad support of decision makers, governments and funders to enable widespread implementation. The endeavour to eliminate polio now enters its final stages; however, there are many transferrable lessons to adopt from the past 32 years of global scale-up. Additionally, there is a need to support operational research, which explores the practicalities of mass dog vaccination roll-out and what are likely to be feasible solutions at scale. This article reviews the processes that supported the scale-up of these interventions, discusses pragmatic considerations of campaign duration and work-force size and finally provides an examples hypothetical resource requirements for implementing mass dog vaccination at scale in Indian cities, with a view to supporting the planning of pilot campaigns from which expanded efforts can grow.
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Affiliation(s)
- Andrew D. Gibson
- Mission Rabies, 4 Castle Street, Cranborne, Dorset BH21 5PZ, UK
- The Royal (Dick) School of Veterinary Studies and the Roslin Institute, Easter Bush Campus, The University of Edinburgh, Roslin, Midlothian EH25 9RG, UK;
| | - Ryan M. Wallace
- United States Centers for Disease Control and Prevention, Poxvirus and Rabies Branch, Atlanta, GA 30333, USA
| | - Abdul Rahman
- Commonwealth Veterinary Association 123, 7th B Main Road, 4th Block West, Jayanagar, Bangalore 560011, Karnataka, India
| | - Omesh K. Bharti
- State Institute of Health and Family Welfare, Parimahal, Kasumpti, Shimla 171009, Himachal Pradesh, India
| | - Shrikrishna Isloor
- Bangalore Veterinary College, KVAFSU, Hebbal, Bangalore 560024, Karnataka, India
| | - Frederic Lohr
- Mission Rabies, 4 Castle Street, Cranborne, Dorset BH21 5PZ, UK
| | - Luke Gamble
- Mission Rabies, 4 Castle Street, Cranborne, Dorset BH21 5PZ, UK
| | - Richard J. Mellanby
- The Royal (Dick) School of Veterinary Studies and the Roslin Institute, Easter Bush Campus, The University of Edinburgh, Roslin, Midlothian EH25 9RG, UK;
| | | | - Michael J. Day
- World Small Animal Veterinary Association and School of Veterinary and Life Sciences, Murdoch University, Murdoch 6150, Australia
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13
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Lushasi K, Steenson R, Bernard J, Changalucha JJ, Govella NJ, Haydon DT, Hoffu H, Lankester F, Magoti F, Mpolya EA, Mtema Z, Nonga H, Hampson K. One Health in Practice: Using Integrated Bite Case Management to Increase Detection of Rabid Animals in Tanzania. Front Public Health 2020; 8:13. [PMID: 32117850 PMCID: PMC7034360 DOI: 10.3389/fpubh.2020.00013] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 01/15/2020] [Indexed: 12/25/2022] Open
Abstract
Rabies is a neglected zoonotic disease that causes an estimated 59,000 human deaths worldwide annually, mostly in Africa and Asia. A target of zero human deaths from dog-mediated rabies has been set for 2030, and large-scale control programs are now advocated. However, in most low-income endemic countries surveillance to guide rabies control is weak and few cases of rabies are recorded. There is an urgent need to enhance surveillance to improve timely case detection and inform rabies control and prevention, by operationalizing a “One Health” approach. Here we present data from a study piloting Integrated Bite Case Management (IBCM) to support intersectoral collaboration between health and veterinary workers in Tanzania. We trained government staff to implement IBCM, comprising risk assessments of bite patients by health workers, investigations by livestock field officers to diagnose rabid animals, and use of a mobile phone application to support integration. IBCM was introduced across 20 districts in four regions of Tanzania and results reported after 1 year of implementation. Numbers of bite patient presentations to health facilities varied across regions, but following the introduction of IBCM reporting of bite patients at high-risk for rabies more than doubled in all regions. Over 800 high-risk investigations were carried out, with 49% assessed as probable dog rabies cases on the basis of clinical signs, animal outcome, and rapid diagnostic testing. The status of a further 20% of biting animals could not be determined but rabies could not be ruled out. Livestock field officers reported that use of rapid diagnostic tests (RDTs) were useful for confirming rabies occurrence. Overall, our study provides further evidence that IBCM is a practical approach that can improve rabies detection in endemic countries, and be used to monitor the impact of mass dog vaccinations, including potential to verify rabies freedom. However, the main challenges to implementation are limited training of health workers in rabies, perceived burden of real-time recording and limited resources for livestock field officers to undertake investigations. Nonetheless, IBCM dramatically improved case detection and communication between sectors and we recommend further implementation research to establish best practice and applicability to other settings.
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Affiliation(s)
- Kennedy Lushasi
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania.,Boyd Orr Centre for Population and Ecosystem Health, College of Medical, Institute of Biodiversity, Animal Health and Comparative Medicine, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom.,Global Health and Biomedical Sciences, School of Life Sciences and Bioengineering, Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | - Rachel Steenson
- Boyd Orr Centre for Population and Ecosystem Health, College of Medical, Institute of Biodiversity, Animal Health and Comparative Medicine, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Jubilate Bernard
- Department of Epidemiology, Ministry of Health, Community Development, Gender, Elderly and Children (MoHCDGEC), Dodoma, Tanzania
| | - Joel Jackson Changalucha
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Nicodem James Govella
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Daniel T Haydon
- Boyd Orr Centre for Population and Ecosystem Health, College of Medical, Institute of Biodiversity, Animal Health and Comparative Medicine, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Husna Hoffu
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Felix Lankester
- Paul G. Allen School for Global Animal Health, Washington State University, Washington, DC, United States.,Global Animal Health Tanzania, Arusha, Tanzania
| | - Frank Magoti
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Emmanuel Abraham Mpolya
- Global Health and Biomedical Sciences, School of Life Sciences and Bioengineering, Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | - Zacharia Mtema
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania
| | - Hesron Nonga
- Director of Veterinary Services, Ministry of Livestock Development and Fisheries, Dodoma, Tanzania
| | - Katie Hampson
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Ifakara, Tanzania.,Boyd Orr Centre for Population and Ecosystem Health, College of Medical, Institute of Biodiversity, Animal Health and Comparative Medicine, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
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Cleaton JM, Blanton JD, Dilius P, Ludder F, Crowdis K, Medley A, Chipman R, Estime F, Maciel E, Wallace RM. Use of photography to identify free-roaming dogs during sight-resight surveys: Impacts on estimates of population size and vaccination coverage, Haiti 2016. Vaccine X 2019; 2:100025. [PMID: 31384742 PMCID: PMC6668240 DOI: 10.1016/j.jvacx.2019.100025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 04/26/2019] [Accepted: 04/28/2019] [Indexed: 11/29/2022] Open
Abstract
Reviewing photographs helped identify dogs seen on both survey days. Improved dog identification lead to a higher population estimate. Vaccination coverage did not vary between field-surveyor and photo-reviewer populations. Improved dog identification allowed for vaccination mark loss estimates, showing likely higher coverage.
Background Enumerating dog populations is essential to plan and evaluate rabies vaccination campaigns. To estimate vaccination coverage and dog population size in a Haitian commune, 15 sight-resight counts were conducted over two days following a government-sponsored vaccination campaign. Methods Dogs received temporary laminated collars and livestock wax marks on the head and sides at the time of rabies vaccination. After the vaccination campaign, pairs of surveyors walked pre-defined routes through targeted neighborhoods, photographing and recording characteristics and location of each dog seen on a standardized data sheet. On the second survey day, surveyors retraced the prior day’s track, followed the same procedure, and indicated in addition whether they believed the dogs were resighted from the prior day. After completion of the field survey, two independent evaluators reviewed photographs and characteristics of each dog to assess which had vaccination marks and which were resighted. Surveyor and photo-reviewer sight-resight decisions were compared using Cohen’s kappa, and population estimates were compared using Lincoln-Petersen 95% confidence intervals. Results Field-surveyors identified dogs consistent with the photograph evaluations in 629 out of 800 instances (78.6%, Cohen’s kappa of 0.12). Despite this inconsistency, the population estimates resulting from the field and final determinations were not significantly different at 1,789 (95% CI 1,677 to 1,901) and 1,978 (95% CI 1,839 to 2,118). Vaccination coverage was also the same at 55% and 56%; however, an observed vaccination mark loss of 13.8% suggests that the true coverage may have been closer to 64%. Conclusion Using photos improved dog identification during the sight-resight study, leading to a higher population estimate. Despite using a 2-mark system to temporarily identify vaccinated dogs, a significant proportion had lost all identifying marks by the second day of field surveys. Efforts to estimate vaccination coverage using sight-resight surveys should consider improvement of marking techniques or better accounting for potential loss of marks in their free-roaming dog vaccination coverage assessments.
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Affiliation(s)
- Julie M Cleaton
- Poxvirus and Rabies Branch, Division of High Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jesse D Blanton
- Poxvirus and Rabies Branch, Division of High Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Pierre Dilius
- Direction Production et Santé Animale/Protection Sanitaire, Ministère de l'Agriculture, des Ressources Naturelles et du Développement Rural, Port-au-Prince, Haiti
| | - Fleurinord Ludder
- Direction Production et Santé Animale/Protection Sanitaire, Ministère de l'Agriculture, des Ressources Naturelles et du Développement Rural, Port-au-Prince, Haiti
| | | | - Alexandra Medley
- Quarantine and Border Health Services Branch, Division of High Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Richard Chipman
- USDA, APHIS, Wildlife Services National Rabies Management Program, Concord, NH, USA
| | - Frantzlet Estime
- Direction Production et Santé Animale/Protection Sanitaire, Ministère de l'Agriculture, des Ressources Naturelles et du Développement Rural, Port-au-Prince, Haiti
| | | | - Ryan M Wallace
- Poxvirus and Rabies Branch, Division of High Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
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15
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Baquero OS, Queiroz MR. Size, spatial and household distribution, and rabies vaccination coverage of the Brazilian owned-dog population. Transbound Emerg Dis 2019; 66:1693-1700. [PMID: 30985065 DOI: 10.1111/tbed.13204] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 04/05/2019] [Accepted: 04/06/2019] [Indexed: 11/27/2022]
Abstract
Dog rabies and human rabies transmitted by dogs can be prevented through adequate dog vaccination coverage. For surveillance purposes, this coverage must be calculated using accurate population size estimates to avoid misleading conclusions. We used data from a Brazilian national survey comprising 64,348 households, to calculate point estimates and confidence intervals of the size, household density, and rabies vaccination coverage of the owned-dog population in Brazilian federative units. We also evaluated the precision of owned-dog population size estimates, based on the extrapolation among different areas, of the mean number of dogs per household and the human/dog ratio. The estimated owned-dog population size in Brazil was 52,198,324 (95% CI = 51,028,583-53,368,066) and the dog vaccination coverage was 80.09% (95% CI = 79.09%-81.09%). Both estimates had marked variation across Brazilian federative units and urban/rural strata. Only two of the 27 federative units had a confidence interval in rural vaccination coverage above 70% and six did not pass this threshold in their urban stratum. For the first time, we reported probabilistic estimates for an entire country and its main administrative areas. The estimated coverage for the country was high because the most populated federative unit also had high coverage. The mean number of dogs per household and the human/dog ratio were useful as survey estimates to characterize owned-dog density. However, the simple extrapolation of these parameters resulted in estimates of owned-dog population sizes with large errors (up to 254%) that must be interpreted with caution to avoid misleading conclusions. To evaluate the dog population size, we recommend the use of probabilistic sampling designs instead of simple human/dog ratio extrapolations, and the inclusion of animal-related questions in censuses and national surveys to obtain reliable estimates to support improvements in animal and human health.
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Affiliation(s)
- Oswaldo Santos Baquero
- Department of Preventive Veterinary Medicine and Animal Health, School of Veterinary Medicine and Animal Science, University of São Paulo, São Paulo, Brazil
| | - Mariana Ramos Queiroz
- Department of Preventive Veterinary Medicine and Animal Health, School of Veterinary Medicine and Animal Science, University of São Paulo, São Paulo, Brazil
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16
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Amanatin A, Sudarnika E, Lukman DW, Wibawan IWT. Risk assessment on rabies entry through hunting dog movement with semi-quantitative approach to Sumatera Island, Indonesia. J Adv Vet Anim Res 2019; 6:148-157. [PMID: 31453184 PMCID: PMC6702887 DOI: 10.5455/javar.2019.f325] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 01/12/2019] [Accepted: 01/12/2019] [Indexed: 11/23/2022] Open
Abstract
Objective: The objective of this study was to assess the risk of rabies entry through the movement of hunting dog from Garut District to Sumatera Island with a semi-quantitative approach. Materials and Methods: Rabies entry assessment used the standard risk analysis according to the World Organization for Animal Health, with a semi-quantitative approach referring to Australian Biosecurity. Risk estimation calculation used Microsoft Excel and probabilities were estimated using Monte Carlo stochastic simulation modeling with @Risk (Palisade Corporation). Results: Risk estimation were considered as “very low” with a 0.02 (90%; 0.01–0.03) probability. The probability of undetected rabies-infected dog during Veterinary Certificate issuance [node probability (NP4)] was considered as the highest, with “moderate” likelihood and 0.63 (90%; 0.51–0.75) of probability value. The number of dog movement to Sumatera reached 27,000 heads per year which 5,050 heads of them come from Garut District. There were 2 of 100 dogs from Garut District entered to Sumatera possibly infected by rabies. The five highest parameters most determinant of the risk were dog vaccination before transported (0.66), dog obtained from other District (0.41), vaccination program (0.32), serologically test (0.27), and history of vaccination (0.23). Conclusion: Risk estimation from assessing on rabies entry to Sumatera through hunting dogs movement from Garut District was considered “very low.” Risk mitigation is focused on the highest parameters that contribute the most to risk based on the results of the sensitivity analysis. Semi-quantitative likelihood evaluations can consider the volume of dog traffic which is an important issue in risk analysis which is not easy to get with a simpler qualitative approach.
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Affiliation(s)
- Amanatin Amanatin
- Veterinary Public Health, Veterinary Medicine Faculty, Graduate School of Bogor Agricultural University, Bogor, West Java, Indonesia
| | - Etih Sudarnika
- Department of Animal Disease and Veterinary Public Health, Veterinary Medicine Faculty, Bogor Agricultural University, Bogor, West Java, Indonesia
| | - Denny Widaya Lukman
- Department of Animal Disease and Veterinary Public Health, Veterinary Medicine Faculty, Bogor Agricultural University, Bogor, West Java, Indonesia
| | - I Wayan Teguh Wibawan
- Department of Animal Disease and Veterinary Public Health, Veterinary Medicine Faculty, Bogor Agricultural University, Bogor, West Java, Indonesia
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Changalucha J, Steenson R, Grieve E, Cleaveland S, Lembo T, Lushasi K, Mchau G, Mtema Z, Sambo M, Nanai A, Govella NJ, Dilip A, Sikana L, Ventura F, Hampson K. The need to improve access to rabies post-exposure vaccines: Lessons from Tanzania. Vaccine 2018; 37 Suppl 1:A45-A53. [PMID: 30309746 PMCID: PMC6863039 DOI: 10.1016/j.vaccine.2018.08.086] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 08/22/2018] [Accepted: 08/31/2018] [Indexed: 12/25/2022]
Abstract
Prompt post-exposure vaccination is extremely effective in preventing human rabies. Intradermal post-exposure vaccination is easily adopted by health workers in Tanzania. High costs of PEP to government affect the supply chain and limit its availability. Limited PEP supply results in higher out-of-pocket payments and increased risks. Investment to facilitate free PEP provision would reduce rabies deaths.
Background Rabies is preventable through prompt administration of post-exposure prophylaxis (PEP) to exposed persons, but PEP access is limited in many rabies-endemic countries. We investigated how access to PEP can be improved to better prevent human rabies. Methods Using data from different settings in Tanzania, including contact tracing (2,367 probable rabies exposures identified) and large-scale mobile phone-based surveillance (24,999 patient records), we estimated the incidence of rabies exposures and bite-injuries, and examined health seeking and health outcomes in relation to PEP access. We used surveys and qualitative interviews with stakeholders within the health system to further characterise PEP supply and triangulate these findings. Results Incidence of bite-injury patients was related to dog population sizes, with higher incidence in districts with lower human:dog ratios and urban centres. A substantial percentage (25%) of probable rabies exposures did not seek care due to costs and limited appreciation of risk. Upon seeking care a further 15% of probable rabies exposed persons did not obtain PEP due to shortages, cost barriers or misadvice. Of those that initiated PEP, 46% did not complete the course. If no PEP was administered, the risk of developing rabies following a probable rabies exposure was high (0.165), with bites to the head carrying most risk. Decentralized and free PEP increased the probability that patients received PEP and reduced delays in initiating PEP. No major difficulties were encountered by health workers whilst switching to dose-sparing ID administration of PEP. Health infrastructure also includes sufficient cold chain capacity to support improved PEP provision. However, high costs to governments and patients currently limits the supply chain and PEP access. The cost barrier was exacerbated by decentralization of budgets, with priority given to purchase of cheaper medicines for other conditions. Reactive procurement resulted in limited and unresponsive PEP supply, increasing costs and risks to bite victims. Conclusion PEP access could be improved and rabies deaths reduced through ring-fenced procurement, switching to dose-sparing ID regimens and free provision of PEP.
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Affiliation(s)
- Joel Changalucha
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania.
| | - Rachel Steenson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
| | - Eleanor Grieve
- Health Economics and Health Technology Assessment (HEHTA), Institute of Health and Wellbeing, 1 Lilybank Gardens, University of Glasgow, UK
| | - Sarah Cleaveland
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
| | - Tiziana Lembo
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
| | - Kennedy Lushasi
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Geofrey Mchau
- Ministry of Health, Community Development, Gender, Elderly and Children, P.O. Box 573 Dodoma, Tanzania
| | - Zacharia Mtema
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Maganga Sambo
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania; Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
| | - Alphoncina Nanai
- World Health Organization, Tanzania Country Office, P.O. Box 9292, Dar es Salaam, Tanzania
| | | | - Angel Dilip
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Lwitiko Sikana
- Ifakara Health Institute, P.O. Box 78373, Dar es Salaam, Tanzania
| | - Francesco Ventura
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
| | - Katie Hampson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK
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Sambo M, Hampson K, Changalucha J, Cleaveland S, Lembo T, Lushasi K, Mbunda E, Mtema Z, Sikana L, Johnson PCD. Estimating the Size of Dog Populations in Tanzania to Inform Rabies Control. Vet Sci 2018; 5:vetsci5030077. [PMID: 30205470 PMCID: PMC6164483 DOI: 10.3390/vetsci5030077] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 08/31/2018] [Accepted: 09/03/2018] [Indexed: 12/25/2022] Open
Abstract
Estimates of dog population sizes are a prerequisite for delivering effective canine rabies control. However, dog population sizes are generally unknown in most rabies-endemic areas. Several approaches have been used to estimate dog populations but without rigorous evaluation. We compare post-vaccination transects, household surveys, and school-based surveys to determine which most precisely estimates dog population sizes. These methods were implemented across 28 districts in southeast Tanzania, in conjunction with mass dog vaccinations, covering a range of settings, livelihoods, and religious backgrounds. Transects were the most precise method, revealing highly variable patterns of dog ownership, with human/dog ratios ranging from 12.4:1 to 181.3:1 across districts. Both household and school-based surveys generated imprecise and, sometimes, inaccurate estimates, due to small sample sizes in relation to the heterogeneity in patterns of dog ownership. Transect data were subsequently used to develop a predictive model for estimating dog populations in districts lacking transect data. We predicted a dog population of 2,316,000 (95% CI 1,573,000–3,122,000) in Tanzania and an average human/dog ratio of 20.7:1. Our modelling approach has the potential to be applied to predicting dog population sizes in other areas where mass dog vaccinations are planned, given census and livelihood data. Furthermore, we recommend post-vaccination transects as a rapid and effective method to refine dog population estimates across large geographic areas and to guide dog vaccination programmes in settings with mostly free roaming dog populations.
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Affiliation(s)
- Maganga Sambo
- Ifakara Health Institute, P.O. Box 53, Ifakara, Tanzania.
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK.
| | - Katie Hampson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK.
| | | | - Sarah Cleaveland
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK.
| | - Tiziana Lembo
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK.
| | - Kennedy Lushasi
- Ifakara Health Institute, P.O. Box 53, Ifakara, Tanzania.
- Nelson Mandela African Institution of Science and Technology, P.O. Box 447, Arusha, Tanzania.
| | - Eberhard Mbunda
- Department of Epidemiology, Ministry of Livestock and Fisheries, P.O. Box 2870, Dodoma, Tanzania
| | - Zacharia Mtema
- Ifakara Health Institute, P.O. Box 53, Ifakara, Tanzania.
| | - Lwitiko Sikana
- Ifakara Health Institute, P.O. Box 53, Ifakara, Tanzania.
- Nelson Mandela African Institution of Science and Technology, P.O. Box 447, Arusha, Tanzania.
| | - Paul C D Johnson
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK.
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Cleaveland S, Hampson K. Rabies elimination research: juxtaposing optimism, pragmatism and realism. Proc Biol Sci 2018; 284:rspb.2017.1880. [PMID: 29263285 PMCID: PMC5745407 DOI: 10.1098/rspb.2017.1880] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Accepted: 11/27/2017] [Indexed: 12/17/2022] Open
Abstract
More than 100 years of research has now been conducted into the prevention, control and elimination of rabies with safe and highly efficacious vaccines developed for use in human and animal populations. Domestic dogs are a major reservoir for rabies, and although considerable advances have been made towards the elimination and control of canine rabies in many parts of the world, the disease continues to kill tens of thousands of people every year in Africa and Asia. Policy efforts are now being directed towards a global target of zero human deaths from dog-mediated rabies by 2030 and the global elimination of canine rabies. Here we demonstrate how research provides a cause for optimism as to the feasibility of these goals through strategies based around mass dog vaccination. We summarize some of the pragmatic insights generated from rabies epidemiology and dog ecology research that can improve the design of dog vaccination strategies in low- and middle-income countries and which should encourage implementation without further delay. We also highlight the need for realism in reaching the feasible, although technically more difficult and longer-term goal of global elimination of canine rabies. Finally, we discuss how research on rabies has broader relevance to the control and elimination of a suite of diseases of current concern to human and animal health, providing an exemplar of the value of a ‘One Health’ approach.
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Affiliation(s)
- Sarah Cleaveland
- Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
| | - Katie Hampson
- Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
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Brunker K, Lemey P, Marston DA, Fooks AR, Lugelo A, Ngeleja C, Hampson K, Biek R. Landscape attributes governing local transmission of an endemic zoonosis: Rabies virus in domestic dogs. Mol Ecol 2018; 27:773-788. [PMID: 29274171 PMCID: PMC5900915 DOI: 10.1111/mec.14470] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 11/15/2017] [Accepted: 11/20/2017] [Indexed: 12/24/2022]
Abstract
Landscape heterogeneity plays an important role in disease spread and persistence, but quantifying landscape influences and their scale dependence is challenging. Studies have focused on how environmental features or global transport networks influence pathogen invasion and spread, but their influence on local transmission dynamics that underpin the persistence of endemic diseases remains unexplored. Bayesian phylogeographic frameworks that incorporate spatial heterogeneities are promising tools for analysing linked epidemiological, environmental and genetic data. Here, we extend these methodological approaches to decipher the relative contribution and scale-dependent effects of landscape influences on the transmission of endemic rabies virus in Serengeti district, Tanzania (area ~4,900 km2 ). Utilizing detailed epidemiological data and 152 complete viral genomes collected between 2004 and 2013, we show that the localized presence of dogs but not their density is the most important determinant of diffusion, implying that culling will be ineffective for rabies control. Rivers and roads acted as barriers and facilitators to viral spread, respectively, and vaccination impeded diffusion despite variable annual coverage. Notably, we found that landscape effects were scale-dependent: rivers were barriers and roads facilitators on larger scales, whereas the distribution of dogs was important for rabies dispersal across multiple scales. This nuanced understanding of the spatial processes that underpin rabies transmission can be exploited for targeted control at the scale where it will have the greatest impact. Moreover, this research demonstrates how current phylogeographic frameworks can be adapted to improve our understanding of endemic disease dynamics at different spatial scales.
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Affiliation(s)
- Kirstyn Brunker
- Institute of Biodiversity, Animal Health and Comparative MedicineUniversity of GlasgowGlasgowUK
- The Boyd Orr Centre for Population and Ecosystem HealthUniversity of GlasgowGlasgowUK
- Animal and Plant Health AgencyAddlestoneUK
| | - Philippe Lemey
- Department of Microbiology and ImmunologyKU Leuven – University of LeuvenLeuvenBelgium
| | | | | | - Ahmed Lugelo
- Department of Veterinary Medicine and Public HealthSokoine University of AgricultureMorogoroUnited Republic of Tanzania
| | - Chanasa Ngeleja
- Tanzania Veterinary Laboratory AgencyDar es SalaamUnited Republic of Tanzania
| | - Katie Hampson
- Institute of Biodiversity, Animal Health and Comparative MedicineUniversity of GlasgowGlasgowUK
- The Boyd Orr Centre for Population and Ecosystem HealthUniversity of GlasgowGlasgowUK
| | - Roman Biek
- Institute of Biodiversity, Animal Health and Comparative MedicineUniversity of GlasgowGlasgowUK
- The Boyd Orr Centre for Population and Ecosystem HealthUniversity of GlasgowGlasgowUK
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Conan A, Geerdes JAC, Akerele OA, Reininghaus B, Simpson GJG, Knobel D. Census and vaccination coverage of owned dog populations in four resource-limited rural communities, Mpumalanga province, South Africa. J S Afr Vet Assoc 2017; 88:e1-e7. [PMID: 29041786 PMCID: PMC6138069 DOI: 10.4102/jsava.v88i0.1529] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 07/17/2017] [Accepted: 08/18/2017] [Indexed: 12/25/2022] Open
Abstract
Dogs (Canis familiaris) are often free-roaming in sub-Saharan African countries. Rabies virus circulates in many of these populations and presents a public health issue. Mass vaccination of dog populations is the recommended method to decrease the number of dog and human rabies cases. We describe and compare four populations of dogs and their vaccination coverage in four different villages (Hluvukani, Athol, Utah and Dixie) in Bushbuckridge Municipality, Mpumalanga province, South Africa. Cross-sectional surveys were conducted in the villages of Athol, Utah and Dixie, while data from a Health and Demographic Surveillance System were used to describe the dog population in Hluvukani village. All households of the villages were visited to obtain information on the number, sex, age and rabies vaccination status of dogs. From May to October 2013, 2969 households were visited in the four villages and 942 owned dogs were reported. The populations were all young and skewed towards males. No differences were observed in the sex and age distributions (puppies 0-3 months excluded) among the villages. Athol had a higher proportion of dog-owning households than Hluvukani and Utah. Vaccination coverages were all above the 20% - 40% threshold required for herd immunity to rabies (38% in Hluvukani, 51% in Athol, 65% in Dixie and 74% in Utah). For the preparation of vaccination campaigns, we recommend the use of the relatively stable dog:human ratio (between 1:12 and 1:16) to estimate the number of dogs per village in Bushbuckridge Municipality.
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Affiliation(s)
- Anne Conan
- Center for Conservation Medicine and Ecosystem Health, Ross University School of Veterinary Medicine, Saint Kitts and Nevis; Department of Veterinary Tropical Diseases, University of Pretoria, South Africa.
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