Abstract
Background: Rabies causes an estimated 59,000 human deaths annually. In Kenya, rabies was first reported in a dog in 1912, with the first human case reported in 1928. Here we examine retrospective rabies data in Kenya for the period 1912 – 2017 and describe the spatial and temporal patterns of rabies occurrence in the country. Additionally, we detail Kenya’s strategy for the elimination of dog-mediated human rabies by 2030.
Methods: Data on submitted samples and confirmed cases in humans, domestic animals and wildlife were obtained from Kenya’s Directorate of Veterinary Services. These data were associated with the geographical regions where the samples originated, and temporal and spatial trends examined.
Results: Between 1912 and the mid 1970’s, rabies spread across Kenya gradually, with fewer than 50 cases reported per year and less than half of the 47 counties affected. Following an outbreak in the mid 1970’s, rabies spread rapidly to more than 85% of counties, with a 4 fold increase in the percent positivity of samples submitted and number of confirmed rabies cases. Since 1958, 7,584 samples from domestic animals (93%), wildlife (5%), and humans (2%) were tested. Over two-thirds of all rabies cases came from six counties, all in close proximity to veterinary diagnostic laboratories, highlighting a limitation of passive surveillance.
Conclusions: Compulsory annual dog vaccinations between 1950’s and the early 1970’s slowed rabies spread. The rapid spread with peak rabies cases in the 1980’s coincided with implementation of structural adjustment programs privatizing the veterinary sector leading to breakdown of rabies control programs. To eliminate human deaths from rabies by 2030, Kenya is implementing a 15-year step-wise strategy based on three pillars: a) mass dog vaccination, b) provision of post-exposure prophylaxis and public awareness and c) improved surveillance for rabies in dogs and humans with prompt responses to rabies outbreaks.
Keywords: rabies, elimination, Kenya, epidemiology
Introduction
Every year rabies is estimated to kill around 59,000 (95% CI: 25-159,000) people globally, with the vast majority of rabies deaths occurring in rural Africa and Asia 1, 2. Additionally, the disease is estimated to cause over 3.7 million (95% CI: 1.6–10.4 million) disability-adjusted life years (DALYs) and 8.6 billion USD (95% CI: 2.9–21.5 billion) in economic losses annually 1. These human and economic losses occur despite the existence of effective anti-rabies vaccines for humans and animals and data that supports the feasibility of dog-rabies elimination 3, 4. In areas with high rabies burden, the disease remains largely underreported owing to poor surveillance and misdiagnosis with other common diseases manifesting with nervous disorders such as cerebral malaria 1, 3, 5– 7. Consequently, this has led to a perceived lack of importance for rabies, driving a cycle of neglect for this endemic disease 4.
In Kenya, rabies has been a public health problem since the first reported case in a dog in the outskirts of Nairobi in 1912, and in a woman from the Lake Victoria basin in 1928 8. The exact number of human deaths due to rabies in Kenya is unknown, although estimates have been made for some regions of the country and as part of the global burden of rabies estimates 1, 9, 10. A recent review of research on rabies in Kenya revealed 12 published manuscripts and four theses on rabies covering mainly knowledge attitudes and practices on rabies, dog ecology and demographics and bite exposures 11. A recent formal assessment of zoonotic diseases in Kenya placed rabies among the top five priority zoonotic diseases 12. As a result, Kenya developed a strategic plan for the prevention and elimination of dog-mediated human rabies. The strategy, adopted for implementation in 2014, provides the country with a framework for progressive reduction and eventual elimination of human deaths from rabies by 2030 13, in line with recently-agreed targets for the global elimination of dog-mediated rabies 14.
Here we review the historical data on human and animal rabies in Kenya from 1912 to 2017 and examine the patterns of rabies spread across the country, and the trends over time. Additionally, we detail the strategy adopted by Kenya towards elimination of dog-mediated human rabies by the year 2030.
Methods
We obtained surveillance records on samples submitted and tested for rabies by the Central Veterinary Laboratory (CVL) in Kabete and the Regional Veterinary Investigation Laboratories (RVILs) in Kenya. We obtained records for the years 1912 – 2017 from the Kenya Directorate of Veterinary Services and extracted data on the number of samples submitted for rabies testing, dates of sample submission, animal species and humans, administrative units (counties/districts) where the samples came from, and test results. Similar data were extracted from a published book containing historical data recorded by the Directorate of Veterinary Services for the years 1912 and 1981 8. These data were reviewed, cleaned and merged to provide a database with complete records on rabies in Kenya for the years 1912 – 2017. Periods where data were missing have been highlighted in the relevant results. Retrospective data analyzed in this study were from routine national surveillance for rabies and were collected without individual consent and identifiable data. The laboratory results were archived and provided for the analysis as monthly aggregates.
Rabies is a notifiable disease in Kenya, and the data are obtained through a passive surveillance system. Suspected cases of rabies should be notified immediately to the local veterinary officer who is required to fill a standardised form with epidemiologically relevant information that is sent to the Director of Veterinary Services (DVS) along with the samples from the suspected rabid animals. These samples should be submitted to one of three laboratories: the Central Veterinary Laboratory (CVL), the Regional Veterinary Investigation Laboratories (RVIL) in Kericho in Western Kenya, or RVIL in Mariakani on the Coast. These laboratories carry out the Fluorescent Antibody Test (FAT), which is the diagnostic test recommended by the World Organisation for Animal Health (OIE) as the gold standard for rabies diagnosis 15.
Data analysis
Using these data, we computed the proportions of samples submitted that tested positive for rabies by year, number of cases by species and administrative counties and we examined spatial and temporal trends in rabies occurrence. The analysis was carried out using R platform (version 3.4.0) for statistical computing 16.
Results
Between 1958 and 2017, 7,584 samples from suspect rabies cases were submitted for laboratory testing. Samples from domestic animals (cattle, dogs, sheep, goats, pigs and equine) accounted for 93% (7,013/7,584), wildlife (jackal, fox, mongoose, lions, squirrels, bats, and civet) for 5% (407/7,584) and those from humans 2% (164/7,584) of the total samples ( Table 1).
Table 1. Number of samples submitted, tested for rabies and percent positivity by species, Kenya 1958 – 2017.
Species | Number of
samples submitted |
Number
positive |
% Positive |
---|---|---|---|
Domestic | |||
Dogs | 4527 | 2796 | 62 |
Cattle | 1461 | 1192 | 82 |
Cats | 479 | 198 | 41 |
Goats/Sheep | 361 | 280 | 78 |
Equine | 167 | 113 | 68 |
Pigs | 12 | 7 | 58 |
Camel | 6 | 1 | 17 |
Sub-total | 7013 | 4587 | 65 |
Wildlife | |||
Jackal | 89 | 56 | 63 |
Fox | 26 | 17 | 65 |
Honey badger | 39 | 23 | 59 |
Hyena | 15 | 7 | 47 |
Civet | 9 | 3 | 33 |
Mongoose | 61 | 38 | 62 |
Other wildlife | 168 | 12 | 7 |
Sub-total | 407 | 156 | 38 |
Human | 164 | 120 | 73 |
Total | 7584 | 4863 | 64 |
The most frequently submitted samples from domestic animals for rabies diagnosis were from dogs, comprising nearly two-thirds (4527/7013) while those from domestic ruminants (cattle, sheep and goats) made up 26% of the samples (1822/7013). Among samples obtained from domestic animals the overall percent positivity was 65%, while the percent positivity from wildlife was 38% and from humans was 73%. Samples from cattle, goats, sheep, and horses returned a higher percent positivity compared to those from dogs and cats ( Table 1) suggesting a possibly higher index of suspicion for rabies among dogs than for other domestic animals or a higher prevalence in dogs of diseases with signs that might be confused with rabies. We could not find records for the number of samples submitted by species prior to 1958.
Temporal distribution of rabies cases by species, 1958 – 2017
Analysis of the number of samples submitted and confirmed for rabies shows three periods with distinct patterns of rabies occurrence. From 1958 until the early 1970’s, a relatively low number of cases were reported (<50 cases/year); this was followed by a period with the highest number of reported cases, >200cases/year (1980’s and early 1990’s); then from the mid 1990’s to date approximately 100 confirmed cases were reported per year ( Figure 1). These differences may be partly explained by changes in surveillance over time (i.e rates of reporting over time and sample submission), increase in dog population as well as changes in the incidence of disease associated with rabies control efforts. Analyses of the percent positivity data show a general increase over time in the proportion of samples submitted that were positive for rabies ( Figure 2). Over time, most positive cases were consistently confirmed in domestic animals, with the majority being domestic dogs ( Figure 3).
Figure 1. Trends in total submitted samples and confirmed rabies cases in Kenya from 1958 until 2017.
Figure 2. Figure showing the proportion of samples (%) submitted for rabies testing that were positive for each year 1958–2017.
The proportion has steadily increased over time as shown by the regression line (blue). No records of samples submitted were available for the years 1995, 1996 or 1997.
Figure 3. Trends of confirmed rabies cases by species for the period 1958 to 2017.
Spatial distribution of rabies in Kenya, 1912 – 2017
Historical records show the first case of rabies was in a dog reported in the outskirts of Nairobi in 1912, and the first human case in a woman from the Lake Victoria region in 1928. Our data shows the reported cases were relatively low in numbers and confined to less than 10% of the counties until outbreaks that occurred in the 1940s and 1950s ( Figure 4). Up until 1970, less than half of the counties were reporting rabies cases, and the proportion of samples found positive for rabies was low. The high number of confirmed cases observed in the 1980’s ( Figure 1) was accompanied by increased geographical spread of the disease affecting more than half the counties. Since the 1980’s over 85% of counties in Kenya have consistently reported confirmed cases of rabies ( Figure 4). Cumulatively, 6 of 47 counties (Nairobi, Machakos, Nakuru, Kiambu, Nyeri and Kericho) accounted for nearly two-thirds of all samples submitted and those found positive for rabies ( Figure 5). Although these data could be suggestive of a higher rabies burden in those counties, each of the six counties has either a veterinary laboratory that carries out FAT or is adjacent to a county with the diagnostic laboratory, increasing the likelihood of sample submission and testing and likely biasing the representation of the disease burden.
Figure 4. Spatial and temporal occurrence of rabies in Kenya, 1912 – 2017.
Figure 5. Distribution of confirmed rabies cases by counties, 1958 – 2017.
The online version of this figure is interactive.
Discussion
Here we have examined data from passive surveillance for rabies in Kenya for the period 1912 – 2017. Although the first official records of the disease date back to 1912, a decade after the establishment of the veterinary department in Kenya. Rabies was likely present earlier as local communities in South Nyanza already used the name “swao” to refer to rabies in dogs and jackals 17. We were unable to find any literature on the historical emergence of rabies in Kenya, but phylogenetic analysis of rabies viruses in Tanzania show the circulation of two major genetic lineages one of which was thought to have originated from Kenya 18.
In the 20 years that followed detection of the first case in Kenya, only sporadic rabies outbreaks were reported in the central and north eastern parts of the country ( Figure 4). But by 1950 rabies was present in all counties in the present Western Kenya and was spreading eastwards. The data showed an increase in the number of samples submitted and those confirmed positive upon testing, which may reflect improvements in the country’s surveillance system. The regional veterinary investigative laboratories were established within a period of 15 years starting with that one in Nakuru in 1973 followed by Eldoret, Kericho, Garissa, Karatina and Mariakani in 1976, 1979, 1984, 1985 and 1987 respectively.
The first systematic attempts to control rabies started with the introduction of a locally produced dog rabies vaccine in the 1950’s. Vaccines were delivered through compulsory annual vaccinations, with prosecution of dog owners who did not present their dogs for vaccination. This strategy is reported to have effectively controlled rabies incidence and spread observed until the early 1970’s 8.
The rapid increase in rabies cases detected and regions affected (from the mid 1970s to the mid 1980s) coincided with the implementation of the Structural Adjustment Policies (SAPs) that privatized veterinary services in Kenya 19. The SAPs resulted in decreased public funding for veterinary services, the subsequent collapse of the mass dog vaccination campaigns, and the spread of rabies across the country and resulting endemic status.
Data used in this manuscript comes from a passive surveillance system, and are likely a gross underestimate of the total human and animal rabies cases 1, 20. Previous studies in East Africa have identified poor surveillance systems and diagnostic capacity leading to underreporting as drivers of the cycle of neglect for rabies 9, 21, 22. The incidence of canine rabies estimated from passive surveillance has been estimated to be between one and two orders of magnitude less than estimates from active surveillance in Kenya and Tanzania 9, 21.
In the last century, vaccination of dogs has led to the elimination of dog rabies in the US, Western Europe and elsewhere in the world (see Table 1 in 23) and more recently in some developing countries 24, 25. The feasibility of dog rabies elimination in much of Africa is supported by findings that domestic dogs are the reservoirs of the rabies virus and not wildlife, and that most dogs can be reached for parenteral vaccination 3, 26, 27.
Although there is evidence rabies that can be eliminated, common misconceptions about rabies epidemiology and transmission among governments in endemic countries may be may be contributing to the inaction against rabies. These misconceptions that include that rabies is a low priority public health problem, that stray dogs play significant roles in the transmission of rabies, and that wildlife are important reservoir hosts have largely been dispelled through scientific data 4, 28, 29. Given the evidence on the feasibility of rabies elimination, and the ranking of rabies as a top priority zoonotic disease in Kenya, the national government developed a 15-year joint human and veterinary sector strategic plan to progressively reduce the burden of rabies in the country with the goal of achieving elimination of dog-mediated human rabies in Kenya by 2030 13.
Strategic plan for elimination of dog-mediated human rabies in Kenya
The strategy is based on the Stepwise Approach to Rabies Elimination (SARE), a comprehensive risk-based framework that proposes a progressive reduction of disease risk, allowing for coordination of regional activities to achieve disease elimination 30. Kenya’s SARE consists of six stages, stage 0 to 5, with a set of activities at each stage building on the previous stage to continuously reduce the risk of disease, until the country is declared free of dog-mediated human rabies at stage 5 ( Figure 6). The initial implementation of the strategy is being carried out in select pilot areas (five counties) to demonstrate success before scaling up to the rest of the country. The pilot areas ( Figure 7, Zone A) were selected to include areas with a high burden of disease (see Figure 5 with the cumulative number of positive rabies samples by county), and areas with and without natural barriers e.g. water bodies and mountains to test the importance of natural barriers in restricting transmission within specific geographical areas. Kisumu and Siaya counties which have natural barriers (Lake Victoria region to the West and Nandi escarpment to the East) and Machakos, Kitui and Makueni Counties which have no defined natural barriers but have reported high numbers of dog and human rabies cases were selected. Experiences and lessons learnt from the pilot regions are being documented and will be used to inform subsequent program scale up to the rest of the country. Scaling up will begin with counties immediately bordering the pilot areas (Zone B) and moving to Zone C ( Figure 7).
Figure 6. Stepwise Approach to Rabies Elimination (SARE) in Kenya, showing the six stages of the control strategy, associated activities and timelines.
Figure 7. Map of Kenya showing the three zones for the implementation of rabies elimination program.
Elimination starts in pilot counties (Zone A), followed by counties neighbouring them (Zone B) and later rolled out in the rest of the counties (Zone C).
The strategy hinges on three main pillars: a) elimination of rabies in dogs through mass dog vaccination, b) prevention of rabies in humans through increased access to post-exposure prophylaxis and public awareness, and c) improved surveillance for rabies in dogs and humans and response to outbreaks.
Domestic dogs are the main source of infection to humans 3, 6. The principal method for control of dog rabies is mass vaccination, which has been carried out successfully in many countries including Malaysia, Philippines, Tunisia, and those in Western Europe and North America among others. The OIE and the World Health Organization (WHO) recommends that, to achieve control and eventual elimination of dog rabies, programs must ensure that mass dog vaccination campaigns achieve vaccination coverage of at least 70% of the population in a given area, and that such campaigns are conducted annually for at least three years. This coverage, achieved during a campaign of relatively short duration, is sufficient to maintain the population immunity above the critical threshold for at least 12 months, despite dog population turnover due to births, deaths and migrations during this period. This target coverage is supported by validations worldwide investigating the relationship between vaccination coverage and reductions in rabies incidence 27, 31– 33.
Evidence from Serengeti ecosystem in Tanzania suggests that domestic dogs are the only population essential for rabies maintenance 32. From experiences in Western Europe and North America, rabies elimination in dogs has been successful despite the presence of wildlife hosts capable of transmission where mass dog vaccinations have successfully eliminated the disease from domestic dog populations 34. Kenya’s target is to vaccinate at least 70% of dogs in each region annually for at least 3 years to achieve elimination, followed by a maintenance phase with an effective surveillance and outbreak response system. In addition, the national strategy objectives are to provide timely access to post-exposure vaccines for bite patients from suspect rabid dogs, increased public awareness on rabies and establishment of an effective surveillance system for both dog rabies and human rabies.
There is a now growing momentum among countries with endemic dog-mediated rabies to work towards its elimination supported by the Pan Africa Rabies Control Network (PARACON), which assists the coordination of rabies control networks for the different regions in Africa to collaborate and share experiences towards rabies elimination 30. Kenya’s strategy is in line with that advocated by the international agencies and builds on a solid body of evidence supporting the 2030 target for countries to have eliminated dog-mediated human rabies 14. Data from Kenya has shown that, prior to the Structural Adjustment Program, rabies was controlled through effective implementation of mass dog vaccination campaigns. Scientific evidence provides strong support that the disease can still be controlled today, and that zero deaths from dog-mediated human rabies by 2030 is a feasible goal for Kenya.
Data availability
The data underlying this study is available from Open Science Framework. Dataset 1: Rabies in Kenya. http://doi.org/10.17605/OSF.IO/B6WKR 35. This dataset is available under a CC0 1.0 Universal license. No records of samples submitted were available for the years 1995, 1996 or 1997.
Acknowledgements
The authors acknowledge the Directorate of Veterinary Services for granting permission to undertake this study and all staff of Central Veterinary Investigation Laboratory in Kabete specifically Drs Salome Wanyoike, Jane Githinji and Wilson Kuria for the support during records review, and Mutono Nyamai for work on interactive maps. Austin Bitek would like to acknowledge the United States Department of Defense, Defense Threat Reduction Agency (DTRA), Cooperative Biological Engagement Program (CBEP) for their training support on scientific manuscript writing. The contents of this publication are the responsibility of the authors and do not necessarily reflect the views of DTRA or the United States Government.
Funding Statement
SMT is an affiliate of the African Academy of Sciences. This work was supported by the Wellcome Trust [110330/Z/15/Z to SMT, 207569/Z/17/Z to KH].
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[version 1; peer review: 3 approved, 1 approved with reservations]
Disclaimer
The findings and conclusions in this paper are by the authors and views expressed in this publication do not necessarily represent the decisions, policy, or views of their institutions.
References
- 1. Hampson K, Coudeville L, Lembo T, et al. : Estimating the global burden of endemic canine rabies. PLoS Negl Trop Dis. 2015;9(4):e0003709. 10.1371/journal.pntd.0003709 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. WHO: WHO fact sheet on rabies [Internet].2018. Reference Source [Google Scholar]
- 3. Lembo T, Hampson K, Kaare MT, et al. : The feasibility of canine rabies elimination in Africa: dispelling doubts with data. PLoS Negl Trop Dis. 2010;4(2):e626. 10.1371/journal.pntd.0000626 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Cleaveland S, Beyer H, Hampson K, et al. : The changing landscape of rabies epidemiology and control. Onderstepoort J Vet Res. 2014;81(2):E1–8. 10.4102/ojvr.v81i2.731 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Mallewa M, Fooks AR, Banda D, et al. : Rabies encephalitis in malaria-endemic area, Malawi, Africa. Emerg Infect Dis. 2007;13(1):136–9. 10.3201/eid1301.060810 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Knobel DL, Cleaveland S, Coleman PG, et al. : Re-evaluating the burden of rabies in Africa and Asia. Bull World Health Organ. 2005;83(5):360–8. [PMC free article] [PubMed] [Google Scholar]
- 7. Fèvre EM, Kaboyo RW, Persson V, et al. : The epidemiology of animal bite injuries in Uganda and projections of the burden of rabies. Trop Med Int Health. 2005;10(8):790–8. 10.1111/j.1365-3156.2005.01447.x [DOI] [PubMed] [Google Scholar]
- 8. DP K, WK N: Epidemiology of Animal Rabies in Kenya (1900–1983). Rabies Trop.Heidelberg, Berlin: Springer Berlin;1985;451–64. 10.1007/978-3-642-70060-6_59 [DOI] [Google Scholar]
- 9. Kitala PM, McDermott JJ, Kyule MN, et al. : Community-based active surveillance for rabies in Machakos District, Kenya. Prev Vet Med. 2000;44(1–2):73–85. 10.1016/S0167-5877(99)00114-2 [DOI] [PubMed] [Google Scholar]
- 10. Obonyo M, Akoko JM, Orinde AB, et al. : Suspected Rabies in Humans and Animals, Laikipia County, Kenya. Emerg Infect Dis. 2016;22(3):551–3. 10.3201/eid2203.151118 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Kemunto N, Mogoa E, Osoro E, et al. : Trends of Zoonotic Disease Research in Eastern Africa.BMC Infectious Diseases (under-review). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Munyua P, Bitek A, Osoro E, et al. : Prioritization of Zoonotic Diseases in Kenya, 2015. PLoS One. 2016;11(8):e0161576. 10.1371/journal.pone.0161576 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Republic of Kenya - Zoonotic Disease Unit: Strategic Plan for the Elimination of Human Rabies in Kenya 2014 – 2030.Nairobi, Kenya;2014. Reference Source [Google Scholar]
- 14. Abela-Ridder B, Knopf L, Martin S, et al. : 2016: the beginning of the end of rabies? Lancet Glob Health.World Health Organization;2016;4(11):e780–1. 10.1016/S2214-109X(16)30245-5 [DOI] [PubMed] [Google Scholar]
- 15. OIE: Manual of Diagnostic Tests and Vaccines for Terrestrial Animals 2013.Paris;2013. Reference Source [Google Scholar]
- 16. R Core Team: R: A language and environment for statistical computing.R Foundation for Statistical Computing, Vienna, Austria.2017. Reference Source [Google Scholar]
- 17. Hudson J: A short note on the history of rabies in Kenya. East Afr Med J. 1944;21:322–7. [Google Scholar]
- 18. Brunker K, Marston DA, Horton DL, et al. : Elucidating the phylodynamics of endemic rabies virus in eastern Africa using whole-genome sequencing. Virus Evol. 2015;1(1):vev011. 10.1093/ve/vev011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Oruko L, Ndungu L: An analysis of animal healthcare service delivery in Kenya. Institutional Economics Perspectives on African Agricultural Development Washington DC;2009. Reference Source [Google Scholar]
- 20. Taylor LH, Hampson K, Fahrion A, et al. : Difficulties in estimating the human burden of canine rabies. Acta Trop.Elsevier B.V.;2017;165:133–40. 10.1016/j.actatropica.2015.12.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Cleaveland S, Fèvre EM, Kaare M, et al. : Estimating human rabies mortality in the United Republic of Tanzania from dog bite injuries. Bull World Health Organ. 2002;80(4):304–10. [PMC free article] [PubMed] [Google Scholar]
- 22. Nel LH: Discrepancies in data reporting for rabies, Africa. Emerg Infect Dis. 2013;19(4):529–33. 10.3201/eid1904.120185 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Hampson K, Dushoff J, Bingham J, et al. : Synchronous cycles of domestic dog rabies in sub-Saharan Africa and the impact of control efforts. Proc Natl Acad Sci U S A. 2007;104(18):7717–22. 10.1073/pnas.0609122104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Cleaveland S, Lankester F, Townsend S, et al. : Rabies control and elimination: a test case for One Health. Vet Rec. 2014;175(8):188–93. 10.1136/vr.g4996 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Townsend SE, Sumantra IP, Pudjiatmoko, et al. : Designing Programs for Eliminating Canine Rabies from Islands: Bali, Indonesia as a Case Study. PLoS Negl Trop Dis. 2013;7(8):e2372. 10.1371/journal.pntd.0002372 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Lembo T, Hampson K, Haydon DT, et al. : Exploring reservoir dynamics: a case study of rabies in the Serengeti ecosystem. J Appl Ecol. 2008;45(4):1246–57. 10.1111/j.1365-2664.2008.01468.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Zinsstag J, Lechenne M, Laager M, et al. : Vaccination of dogs in an African city interrupts rabies transmission and reduces human exposure. Sci Transl Med. 2017;9(421): pii: eaaf6984. 10.1126/scitranslmed.aaf6984 [DOI] [PubMed] [Google Scholar]
- 28. Lankester F, Hampson K, Lembo T, et al. : Infectious Disease. Implementing Pasteur’s vision for rabies elimination. Science. 2014;345(6204):1562–4. 10.1126/science.1256306 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Lembo T, Haydon DT, Velasco-Villa A, et al. : Molecular epidemiology identifies only a single rabies virus variant circulating in complex carnivore communities of the Serengeti. Proc Biol Sci. 2007;274(1622):2123–30. 10.1098/rspb.2007.0664 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Scott TP, Coetzer A, De Balogh K, et al. : The Pan-African Rabies Control Network (PARACON): A unified approach to eliminating canine rabies in Africa. Antiviral Res.Elsevier B.V;2015;124:93–100. 10.1016/j.antiviral.2015.10.002 [DOI] [PubMed] [Google Scholar]
- 31. Coleman PG, Dye C: Immunization coverage required to prevent outbreaks of dog rabies. Vaccine. 1996;14(3):185–6. 10.1016/0264-410X(95)00197-9 [DOI] [PubMed] [Google Scholar]
- 32. Fitzpatrick MC, Hampson K, Cleaveland S, et al. : Potential for rabies control through dog vaccination in wildlife-abundant communities of Tanzania. PLoS Negl Trop Dis. 2012;6(8):e1796. 10.1371/journal.pntd.0001796 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Zinsstag J, Dürr S, Penny MA, et al. : Transmission dynamics and economics of rabies control in dogs and humans in an African city. Proc Natl Acad Sci U S A. 2009;106(35):14996–5001. 10.1073/pnas.0904740106 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Hampson K, Dushoff J, Cleaveland S, et al. : Transmission dynamics and prospects for the elimination of canine rabies. PLoS Biol. 2009;7(3):e53. 10.1371/journal.pbio.1000053 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Thumbi M: Rabies in Kenya. Open Science Framework.Web.2018. 10.17605/OSF.IO/B6WKR [DOI] [Google Scholar]