Estimation of the incidence of animal rabies in Punjab, India
Authors:
Gurlal S. Gill aff001; Balbir B. Singh aff001; Navneet K. Dhand aff003; Rabinder S. Aulakh aff001; Bhupinder S. Sandhu aff001; Michael P. Ward aff003; Victoria J. Brookes aff003
Authors place of work:
Guru Angad Dev Veterinary and Animal Sciences University (GADVASU), Ludhiana, Punjab, India
aff001; Punjab Agricultural University (PAU), Ludhiana, Punjab, India
aff002; Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Camden, NSW, Australia
aff003; School of Animal and Veterinary Sciences, Faculty of Science, Charles Sturt University, Wagga Wagga, NSW, Australia
aff004
Published in the journal:
PLoS ONE 14(9)
Category:
Research Article
doi:
https://doi.org/10.1371/journal.pone.0222198
Summary
Background
Rabies is a devastating zoonotic disease of mammals that causes encephalitis and death. It is endemic in India, with an estimated annual 20,000 human deaths (one-third of the global rabies burden). The magnitude of animal rabies incidence is unknown.
Methods
In four sub-districts of Punjab, India, we monitored canine and livestock populations from August 15, 2016 to August 14, 2017. Demographic, clinical and rabies diagnostic laboratory (RDL) data were collected from suspected cases of rabies. The annual incidence rate / 10,000 animal years at risk (95% CI) in each sub-district was estimated for each species.
Results
During 2016–2017, a total of 41 suspected rabies cases were detected in the four selected sub-districts in Punjab. Laboratory confirmed rabies (LCR) incidence was 2.03/10,000 dog years (0.69, 5.96) and 2.71/10,000 dog years (1.14, 6.43) in stray and pet dogs, respectively. The LCR incidence in farmed buffalo and cattle was 0.19/10,000 buffalo years (0.07, 0.57) and 0.23/10,000 cattle years (0.06, 0.88), respectively. The LCR incidence amongst equine was 4.28/10,000 equine years (0.48, 38.10). Stray cattle rabies incidence in the selected sub-districts was 9.49/10,000 cattle years (3.51, 25.67). If similar enhanced surveillance for rabies was conducted state-wide, we estimate that 98 (34–294) buffalo, 18 (2–156) equine, 56 (15–214) farmed cattle, 96 (35–259) stray cattle, 128 (54–303) pet dogs and 62 (21–182) stray dogs would be expected to be confirmed with rabies in Punjab annually.
Conclusion
These results indicate that rabies incidence in animals, particularly in dogs and stray cattle, is much higher than previously suspected. We recommend that statewide enhanced disease surveillance should be conducted to obtain more accurate estimates of rabies incidence in Punjab to facilitate better control of this important disease.
Keywords:
Biology and life sciences – Organisms – Eukaryota – Animals – People and places – Population groupings – Professions – Geographical locations – Medicine and health sciences – Animal types – Pets and companion animals – Vertebrates – Amniotes – Mammals – Dogs – Zoology – infectious diseases – Tropical diseases – Agriculture – Viral diseases – Neglected tropical diseases – Rabies – Zoonoses – Veterinary science – Veterinary diseases – Bovines – Cattle – Ruminants – Livestock – Asia – India – Veterinarians
Background
Rabies is a devastating and fatal zoonotic disease of mammals [1]. Rabies virus is primarily transmitted through the bite of a rabid animal. Domestic dogs are rabies virus reservoirs in African and Asian countries [2, 3]. Although the first vaccine against rabies was developed by Louis Pasteur in 1885 [4], rabies remains a neglected disease in humans and animals, particularly in poor and marginalized populations in low-resource settings, where it is often endemic [5]. It is estimated that canine rabies poses a threat to more than 3.3 billion people worldwide [4].
Rabies in dogs can present as ‘furious’ or ‘paralytic’ forms. Rabid cats have been reported to be more violent than rabid dogs [6, 7]. In contrast, the signs in bovine include excessive salivation, behavioral change, vocalization, and pharyngeal paresis [8]. The disease is untreatable and eventually causes death of affected animals.
Recent assessments suggest that worldwide, approximately 59,000 people die of rabies annually, mostly in Asia and Africa [9]. In India, the annual incidence of rabies has been estimated to be at least 2/100,000 people (20,000 deaths annually; one-third of the annual global rabies burden [10, 11]). Rabies is not a notifiable disease in India and there is no organized surveillance system for either human or animal cases.
Rabies also causes a huge health and economic impact in human and animal populations. It has been estimated that globally, canine rabies caused approximately 3.7 million disability-adjusted life years (DALYs; 95% CIs: 1.6−10.4 million) [10, 12]. Further, the annual cost of livestock losses as a result of rabies has been estimated to be USD 12.3 million in Africa and Asia [12].
Stray dogs are responsible for most of the human and animal bite cases in India [13, 14] and dogs are considered an important reservoir host for rabies [15], responsible for > 97% of human rabies deaths [2]. The elimination of canine rabies, particularly in stray dogs, is a goal for rabies control in India. Factors such as poor dog population management and low standards of dog care (including infrequent veterinary consultation) are considered responsible for high endemicity of canine rabies in India [13].
In India, information is not available about the incidence of rabies in animal populations. Recent studies using passive rabies diagnostic laboratory (RDL) data have revealed that rabies is an endemic disease in Punjab [16]. However, passive reports often underestimate disease incidence. There is a lack of accurate quantitative information about the status of rabies in animal populations, especially in stray animal populations (which play an important role in endemicity of the disease; [16]). Therefore, the current study was planned to estimate the annual incidence of rabies in canine and livestock populations and to compare incidence across species in Punjab, India, based on laboratory submissions. We also aimed to describe the clinical history and signs associated with laboratory confirmed cases. This information will be used to inform policy to develop control programs for the eradication of rabies in domestic animal populations in Punjab, India.
Methods
Ethics statement
The study protocol was approved by the Institutional Ethics Committee, Dayanand Medical College and Hospital, Ludhiana, Punjab (approval DMCH/R&D/2017/482). Participants were provided with a Participant Information Statement explaining the purpose of the study, and written consent was obtained from all participants before data for the study were collected. The animal care and use protocol adhered to the Committee for the Purpose of Control and Supervision of Experiments on Animals, Government of India. Note that no experimental animals/procedures were involved, animals were not subjected to euthanasia for the purposes of this study, and the on-site available information was collected from veterinary personnel/farmers.
Study area
The study was conducted in Punjab State, India. Punjab is an agricultural state located in north-west India, with populations of approximately 27.74 million humans and 0.47 million domestic dogs [17, 18]. The state has a total livestock population of 8.1 million including 2.4 million cattle, 5.2 million buffalo, 0.45 million small ruminants and 0.04 million equines [18]. Punjab has 22 districts and 81 sub-districts covering an area of 50,362 km2 (http://punjab.gov.in/know-punjab). The state has a veterinary university (Guru Angad Dev Veterinary & Animal Sciences University; GADVASU) and the rabies diagnostic laboratory (RDL) in this university is the only diagnostic facility for animal rabies in Punjab.
Sub-district selection
Information derived from rabies case records from the GADVASU RDL was used to select the sub-districts for the current study [16]. Based on the animal rabies cases previously reported from the sub-districts in Punjab, the sub-districts were divided into four groups: no rabies cases reported (n = 27), 1–6 rabies case reported (n = 41), 7–12 rabies case reported (n = 8) and those reporting > 12 rabies cases (n = 5) during the period 2004–2014 (S1 Table). A sub-district from each group was selected using a random number generator. The selected sub-districts were Kotkapura (0 cases), Phull (4 Cases), Nihal Singh Wala (9 cases) and Ludhiana East (46 cases) (Fig 1).
Population sizes
The sub-district level livestock, pet and stray animal population data (19th Livestock Census) were provided by the respective district offices of the Deputy Director, Department of Animal Husbandry, Punjab (S2 Table). State and national level data (S2 Table) were obtained from official data sources [18, 19].
Population sizes for stray dogs and cattle were not available for the sub-districts Nihal Singh Wala and Phull, and the population size for equines was not available for the sub-district Nihal Singh Wala. Therefore, we imputed these missing values using a random forest algorithm from the missForest package in R [20, 21], taking into account the sub-district level population data available for other domestic and stray animal populations in the sub-district with missing data and in the other sub-districts in the study. We assumed that the data were “missing at random.” The normalized root mean squared error was 0.009 following imputation.
Sub-district monitoring
The livestock and canine populations in the selected sub-districts were prospectively monitored for a period of one year from August 15, 2016 to August 14, 2017. These sub-districts contained both villages and wards, the smallest organizational levels in rural and urban areas, respectively. Lists of veterinary doctors and veterinary pharmacists (designation used for veterinary nurses; also called veterinary inspectors) serving in the selected sub-districts were obtained from the respective offices of the Deputy Director, Department of Animal Husbandry, Punjab. The veterinary doctors and pharmacists working in the selected sub-districts were requested to report any suspected rabies case encountered in their area to the researchers using a questionnaire designed for this purpose (see below). Researchers contacted veterinary doctors and pharmacists by telephone regularly throughout the period of the study to receive updates about new cases in their area. Information about the study and researcher contact information was pasted (as posters) on public places in all villages and wards. Livestock farmers and the general public were asked to report any suspected rabies case either to the department veterinarians, veterinary pharmacists or directly to the School of Public Health and Zoonoses, GADVASU.
Questionnaire design and information collection
A detailed questionnaire was designed for the collection of demographic data, vaccination status, geographic co-ordinates and the timeline of all suspected cases (S1 and S2 Appendix). For pet and domestic animals, the information was collected from the owner. For stray animals, available data at the site of observation were collected. The identifying marks of stray animals were recorded, when suspected live animals were encountered, at the time of clinical evaluation to ensure identification between animal carcasses and the suspected rabid animal. The exposure history of humans and healthy animals from suspected rabies case were also recorded using a pre-designed questionnaire.
Clinical evaluation
Suspected cases of animal rabies reported from the selected sub-districts were clinically evaluated by the local veterinary doctor or veterinary pharmacist and were later evaluated by the lead author (who is also a veterinarian). The disease history and the clinical information reported by the veterinarian or pharmacist were recorded. Occupational exposures and exposures to other humans or animals were also recorded.
Laboratory testing
Brain samples from suspected rabies-infected animals were collected post-mortem. The person involved in the collection of samples received pre-exposure anti-rabies vaccination and wore personal protective equipment sufficient to prevent rabies exposure during the collection of the samples. Rabies was diagnosed via the direct fluorescent antibody technique (dFAT; [22]) in the RDL at GADVASU. Laboratory data were recorded and compiled with the relevant case history.
Data handling and statistical analysis
Data were entered into an Excel spreadsheet (Microsoft Office Excel 2007) and checked for transcribing errors and consistency (for example, date format). All statistical analyses were conducted in the SAS statistical program ver. 9.4 (2002–2012 by SAS Institute Inc., Cary, NC, USA.) and the graphs were created using R statistical program (R statistical package version 3.4.0, R Development Core Team [2015], http://www.r-project.org) unless indicated otherwise.
Descriptive statistics and frequency distributions were generated for clinical signs, exposure histories and types of exposure to other susceptible animals and humans for each sub-district, and species for all laboratory confirmed rabies cases.
Summary statistics for the number of rabies cases (both laboratory-confirmed and clinically suspected) were calculated by species and sub-district. Poisson regression models were then fitted using the GLIMMIX procedure in SAS by including the number of clinically suspected / laboratory confirmed cases as an outcome, species as a fixed effect, sub-district as a random effect and (a log of) the population of each species in each sub-district as an offset. Parameter estimates (95% CI) were exponentiated to calculate incidence rate ratios (95% CI). The annual incidence / 10,000 animal years at risk (95% CI) for each species was estimated by calculating predicted means after applying the inverse-link transformation and then multiplying by 10,000. The goodness-of-fit chi-squared test was used to evaluate the fit of the model. Studentized residuals were plotted to evaluate the assumptions of the model.
The annual incidence / 10,000 animal years at risk (95% CI) was used to estimate the number of rabies cases that would be reported for each species if the surveillance methods in this study were implemented state-wide.
Results
During 2016–2017, a total of 41 suspected rabies cases were reported by veterinary doctors (n = 25), veterinary pharmacists (n = 12) and farmers (n = 4) in the selected sub-districts (Table 1). Of these 41 suspected cases, 33 whole brains were submitted to the RDL at GADVASU of which 30 (91%) were confirmed infected with rabies virus. Eight samples from the suspected cases could not be submitted to the RDL; these were considered as suspect cases by the veterinary doctors (6) and veterinary pharmacists (2) based on clinical signs.
Laboratory confirmed (n = 30) and clinically suspected (n = 8, cases that could not be laboratory confirmed) rabies cases (hereafter referred to as ‘rabies cases’) were recorded in the canine (n = 16), cattle (n = 12) and buffalo (n = 8) populations in all sub-districts (Table 2; Fig 2). Additionally, one feline and one equine (mule) rabies case was detected from Ludhiana East and Phull, respectively. No rabies case was recorded in small ruminants. Of confirmed rabies cases in cattle and buffalo, 58.3% and 87.5% were recorded in female cattle and female buffalo, respectively. A total of 56.2% dog cases were recorded from male dogs.
The rabies cases recorded in different months are presented in Fig 3.
Rabies cases in dogs were reported each month (range: 1−3 cases/month) from September to December 2016. In livestock species (cattle, buffalo and mule), sporadic rabies cases were reported, except during October 2016 when a peak of 5 rabies cases were reported in cattle.
Annual incidence of rabies
During this study, suspected rabies cases were reported in cattle from all four sub-districts. The maximum numbers of cases were reported from Phull (n = 6) and minimum number of cases were reported from Nihal Singh Wala (n = 1). Most suspected rabies cases in stray dogs were from Ludhiana East (n = 3), with no cases from Kotkapura. In pet dogs, the maximum number of suspected rabies cases was reported from Phull (n = 6) and a single case was reported from both Kotkapura and Ludhiana East.
Rabies incidence in different species is presented in Table 3. Incidence was highest in stray cattle and lowest in farmed buffalo.
The parameter estimates and incidence rate ratios are presented in Table 4. The parameter estimates are the expected differences in log count of each group from the reference group (stray dog). The incidence of rabies in stray cattle was more than four times the incidence in stray dogs whereas the rabies incidence in farmed cattle and buffalo were significantly lower than that of stray dogs.
For RDL confirmed cases, we estimated the following annual rabies case numbers (95% CI) in Punjab: 98 (34–294) buffalo, 18 (2–156) equine, 56 (15–214) farmed cattle, 96 (35–259) stray cattle, 128 (54–303) pet dogs, 62 (21–182) stray dogs. The case numbers after including suspected cases would be: 160 (62–413) buffalo, 17 (2–158) equine, 95 (32–286) farmed cattle, 111 (41–299) stray cattle, 144 (59–349) pet dog and 76 (27–217) stray dogs.
Clinical signs associated with canine and bovine rabies
Clinical signs associated with canine (n = 16) and bovine (n = 20) rabies cases are presented in Figs 4 and 5, respectively.
A change in behavior was the most frequently observed clinical sign in dogs (n = 14; 87.5%; Fig 4). Circling was not observed in dogs. In bovines, dysphagia, hyper-salivation and anorexia were the most frequently observed clinical signs (n = 19; 95%; Fig 5).
Case histories
Of the 38 suspected/confirmed rabies cases, 13 were stray animals which spent most of their time in the open. Of the remaining 25, a high proportion of cases (68%; 17/25) were reported from animals that spent at least some time outside the house or farm boundary area. For rabies cases for which the history of exposure was available (32%; 12/38), most were reported to be exposed to stray dogs (92%; 11/12) followed by exposure to pet dogs (8.3%; 1/12). The route of exposure was reported to be via a bite in 83% (10/12) of the cases. For two cases (17%, 2/12), it was reported that the dogs were inside a wire-mesh cage and a rabid dog contacted them from outside.
Some of the rabies-infected domestic and pet animals in this study (16%; 4/25) had received rabies vaccination previously, but the recommended annual vaccination schedules were not subsequently followed. In 56% (14/25) of the rabies cases, the animal owner noticed a bite wound on the animal’s body but only 30.7% (4/13) of the owners requested veterinary treatment or vaccination of the animal. All of these animals died before completing the course of post-exposure rabies prophylaxis vaccination.
A total of 20 humans were exposed to rabid cases sufficiently for potential rabies virus transmission (Table 5).
Of those exposed, most (n = 13; 65%) were adult males (>18 years). Most exposed individuals received a type III exposure via a bite (n = 15; 75%), 1 (5%) received a type II exposure and the remaining 4 (20%) received a type I exposure, i.e. they were exposed through touching or licking by the animal on intact skin. All exposed humans received PEP, which included human rabies immunoglobulin (HRIG) in two cases. All exposed humans were alive at the time of completion of the study.
The confirmed rabies cases were observed to expose 11 other animals − 9 dogs, one cow and one buffalo. The route of exposure was reported to be via a bite in 10 of the 11 cases and via the mucous membrane in one of cases. Almost all exposures were to a rabid dog (10/11; 91%) and one (9%; 1/11) followed exposure to a rabid cat (Table 6).
Discussion
This is the first estimation of rabies incidence in canine and livestock populations in Punjab, India. We report an incidence of 2.71 and 2.03 / 10,000 dog years in pet and stray dogs, respectively. Although there are no data available about the incidence of rabies in dogs in India, a much higher annual canine rabies incidence of 41.28 per 10,000 population in Ethiopia [3] and 14 per 10,000 population in Chad [24] have been reported. These differences might be due to socio-economic, demographic and reporting factors. Alternatively, our incidence might be an underestimate of the actual rabies incidence in dogs in Punjab, India because more rigorous follow-up procedures were implemented in Ethiopia by recruitment of resident enumerators for data collection in the selected areas [3]. Interestingly, annual incidence of human rabies in Ethiopia (0.23 per 10,000; [3]) and India (0.20 per 10,000; [11]) are very similar, despite the large difference in estimated canine rabies incidence. This might suggest appropriate treatment of exposed humans [24, 25], supported by our study results.
Estimated rabies incidence did not differ significantly between stray and pet dogs in this study, in contrast to that of Kayali et al. 2003 [24] who reported 86% more rabies cases in free-roaming dogs than in confined or partially confined animals. This could be due to cultural differences: pet dogs are not always confined in rural areas of Punjab and often interact with stray dogs. Higher incidence rate of rabies in stray cattle found in this study was expected because of their free-roaming behavior in both village and urban areas. Both stray cattle and stray dogs are mostly dependent on food sources associated with the human population and therefore, are likely to have an overlapping home range. Cattle or buffaloes have previously been reported to be more likely to be bitten when kept in streets and open ground areas in Punjab [26]. However, we are not aware of any scientific investigation conducted to investigate stray cattle and dog home ranges and further investigations are required to fully elucidate this association.
This study indicated that 98 buffaloes, 56 domestic cattle, 128 pet dogs and 18 equines could be reported with rabies annually in Punjab, India − with stray cattle (96) and stray dogs (62) being important contributors − if surveillance was enhanced as it was in the current study. This is much higher than the number reported in passive disease surveillance data [16], in which 130 dogs, 95 buffalo, 78 cattle and 13 equine rabies cases were reported during a 10-year study period in Punjab, India. This indicates that rabies monitoring and surveillance programs need to be strengthened in India by involving community workers [27]. Similarly, we recommend educating, training and involving students, farmers or other suitable representatives at village- and ward-level to improve syndromic reporting of suspected rabies cases to veterinary authorities, followed by mandatory recording and reporting of rabies cases in the national veterinary database systems. The reported clinical signs of rabies in all animals in the current study are consistent with a previous study [28], except for higher proportions of anorexia, hypersalivation and ataxia (in bovines), possibly due to most animals reported being evaluated by veterinarians. We found that only 31% of the owners of the rabid animals who noted a bite on their animal consulted a veterinarian, reflecting generally limited dog care and management practices in India [13]. Improving syndromic surveillance and reporting of cases to appropriate animal and public health staff will help inform control programs and will be beneficial in control program evaluations. The burden of rabies in animal populations in India is largely unknown. Differences in geography, cultural practices, and socio-economic diversity between different states prevented us from extrapolating this data to the country level.
The current study has some limitations. Reporting of a suspected rabies case was dependent on contact between farmers and veterinary doctors and pharmacists. Therefore, under-reporting of disease incidence is likely. To overcome this potential problem, regular contact with the village-head in the selected sub-districts was maintained. We involved animal health workers and obtained laboratory confirmation of 79% of the suspected clinical rabies cases. This was possible due to laboratory submission of samples by the researchers involved in the current study.
Study results indicate that rabies incidence in animals is much higher than that previously reported from passive surveillance data in Punjab, India, particularly in the dog and stray cattle populations. The estimates in this study represent incidence of reported clinical and laboratory cases following enhanced surveillance, but likely still underestimate the true incidence of rabies in animals. We recommend community-based surveillance to enhance observation and reporting, to support the urgent need to develop and implement rabies prevention and control programs in these populations and eliminate human rabies in India.
Supporting information
S1 Table [docx]
The number of rabies-infected cases confirmed from sub-districts from 2004–2014 by the Rabies Diagnostic Laboratory, Guru Angad Dev Veterinary & Animal Sciences University, Ludhiana [].
S2 Table [docx]
Livestock, owned and stray populations in the selected areas of India.
S1 Appendix [pdf]
Study questionnaire (in English).
S2 Appendix [pdf]
Study questionnaire (in Punjabi).
Zdroje
1. Jackson AC, Wunner WH. Rabies. 2nd edn. San Diego, Academic press, 2007.
2. Suraweera W, Morris SK, Kumar R, Warrell DA, Warrell MJ, Jha P. Deaths from symptomatically identifiable furious rabies in India: A nationally representative mortality survey. PLOS Negl Trop Dis. 2012;6(10), e1847. doi: 10.1371/journal.pntd.0001847 23056661
3. Jemberu WT, Molla W, Almaw G, Alemu S. Incidence of rabies in humans and domestic animals and people’s awareness in North Gondar zone, Ethiopia. PLOS Negl Trop Dis. 2013;7(5): e2216. doi: 10.1371/journal.pntd.0002216 23675547
4. WHO. Rabies vaccines: WHO position paper. Wkly Epidemiol Rec, 2010;85: 309–20.
5. WHO. World rabies survey No. 32 for the year 1996. Geneva: 1998; WHO document WHO/EMC/ZDI/98.4.
6. Kaplan C, Turner GS, Warrell DA. Rabies The Facts. The Chaucer Press Ltd. (Richard Clay), Great Britain (Bungay, Suffolk), 1986.
7. Greene CE, Dreesen DW. Rabies. Greene C. E. Infectious Diseases of the Dog and Cat. W. B. Saunders Company, Philadelphia, 1990, pp 365–383.
8. Hudson LC, Weinstock D, Jordan T, Bold-Fletcher NO. Clinical features of experimentally induced rabies in cattle and sheep. J Vet Med B. 1996;43, 85–95.
9. Hampson K, Cleaveland S, Maganga S, Coudeville L. Reassessment of the socio-economic global burden of rabies: Human and animal cost of global rabies. In: Global Conference on Rabies Control: Towards Sustainable Prevention at Source, held on 7–9 September 2011, Incheon, Republic of Korea, 2011.
10. Hampson K, Coudeville L, Lembo T, Sambo M, Kieffer A, Attlan M, et al. Estimating the global burden of endemic canine rabies. PLOS Negl Trop Dis. 2015; doi: 10.1371/journal.pntd.0003709 25881058
11. Sudarshan MK, Madhusudana SN, Mahendra BJ, Rao NS, Ashwath-Narayana DH, Abdul-Rahman S, et al. Assessing the burden of human rabies in India: results of a national multi-center epidemiological survey. Internat J Infect Dis. 2007;11 (1): 29–35.
12. Knobel DL, Cleaveland S, Coleman PG, Fevre EM, Meltzer MI, Miranda G, et al. Re-evaluating the burden of rabies in Africa and Asia. Bulletin World Health Organ. 2005;83 (5): 360–68.
13. Sudarshan MK. Mahendra BJ, Madhusudana SN, Ashwath-Narayana DH, Abdul-Rahman S, Meslin F, et al. An epidemiological study of animal bites results of a WHO sponsored National multi-centeric rabies survey. J Commun Dis. 2006;38(1): 32–39. 17370688
14. Shah V, Bala DV, Thakker J, Dalal A, Shah U, Chauhan S, et al. Epidemiological determinants of animal bite cases attending the anti-rabies clinic at V S General hospital, Ahmedabad. Indian J Prev Soc Med. 2012.;3(1): 66–8.
15. Ghosh TK. Rabies. Proceedings of the IX national conference of pediatric infectious diseases. Chennai, India, 2006.
16. Brookes VJ, Gill GS, Singh CK, Sandhu BS, Dhand NK, Singh BB, et al. Exploring animal rabies endemicity to inform control programmes in Punjab, India. Zoonoses Public Health. 2017; 1–12. doi: 10.1111/zph.12409 28990371
17. Census of India. Human population data available according to 15th National census survey conducted by the Census Organization of India. 2011; available at http://www.census2011.co.in
18. DAHP. Livestock population data of Punjab according to 19th Indian Livestock census 2012, conducted by Department of animal husbandry Punjab. 2012.; available at http://www.husbandrypunjab.org/livestock.html
19. BAHS. Basic Animal Husbandry Statistics, 19th Livestock Census conducted by the Department of Animal Husbandry, Dairying and Fisheries, Ministry of agriculture, Government of India, 2012.
20. Stekhoven DJ. missForest: Nonparametric Missing Value Imputation using Random Forest. 2013; R package version 1.4.
21. Stekhoven DJ, Buehlmann P. MissForest—non-parametric missing value imputation for mixed-type data. Bioinformatics. 2012;28(1), 112–118. doi: 10.1093/bioinformatics/btr597 22039212
22. Meslin FX, Kaplan, Martin M, Koprowski H, WHO. Laboratory techniques in rabies, 4th ed. Geneva: World Health Organization, 1996. Available at: http://www.who.int/iris/handle/10665/38286
23. WHO. WHO guide for rabies pre-and post-exposure prophylaxis in humans. 2014; Pp. 1–27. Available at: http://www.who.int/rabies/PEP Prophylaxis guideline_15_12_2014.pdf
24. Kayali U, Mindekemb R, Yémadji N, Oussiguéré A, Na¨ıssengar S, Ndoutamia AG, et al. Incidence of canine rabies in N’Djaména, Chad. Prev Vet Med. 2003; 61:227–33. 14554145
25. Joseph J, Sangeetha N, Khan AM, Rajoura OP. Determinants of delay in initiating post-exposure prophylaxis for rabies prevention among animal bite cases: hospital-based study. Vaccine. 2013;32(1):74–77. doi: 10.1016/j.vaccine.2013.10.067 24188758
26. Brookes VJ, Gill GS, Singh BB, Sandhu BS, Dhand NK, Aulakh RS, et al. Challenges to human rabies elimination highlighted following a rabies outbreak in bovines and a human in Punjab, India. Zoonoses Public Health. 2019; doi: 10.1111/zph.12568 30779303
27. Kitala PM, McDermott JJ, Kyule MN, Gathuma JM. Community-based active surveillance for rabies in Machakos District, Kenya. Prev Vet Med. 2000;44:73–85. 10727745
28. Singh CK, Sandhu BS. Epidemiological investigation of Rabies in Punjab. The Indian J Anim Sci. 2007;77(8):653–58.
Článok vyšiel v časopise
PLOS One
2019 Číslo 9
- Metamizol jako analgetikum první volby: kdy, pro koho, jak a proč?
- Nejasný stín na plicích – kazuistika
- Masturbační chování žen v ČR − dotazníková studie
- Úspěšná resuscitativní thorakotomie v přednemocniční neodkladné péči
- Fixní kombinace paracetamol/kodein nabízí synergické analgetické účinky
Najčítanejšie v tomto čísle
- Graviola (Annona muricata) attenuates behavioural alterations and testicular oxidative stress induced by streptozotocin in diabetic rats
- CH(II), a cerebroprotein hydrolysate, exhibits potential neuro-protective effect on Alzheimer’s disease
- Comparison between Aptima Assays (Hologic) and the Allplex STI Essential Assay (Seegene) for the diagnosis of Sexually transmitted infections
- Assessment of glucose-6-phosphate dehydrogenase activity using CareStart G6PD rapid diagnostic test and associated genetic variants in Plasmodium vivax malaria endemic setting in Mauritania