Skip to main content
Log in

Risk factors for rotavirus infection in pigs in Busia and Teso subcounties, Western Kenya

  • Regular Articles
  • Published:
Tropical Animal Health and Production Aims and scope Submit manuscript

Abstract

We analysed data that were previously collected for molecular characterisation of rotavirus (RV) groups A and C in pigs from Teso and Busia subcounties in Kenya to determine risk factors for its infection. The data included records from 239 randomly selected piglets aged between 1 and 6 months raised in free range and backyard production systems. RV infection was confirmed by screening of fresh faecal samples by using reverse transcription polymerase chain reaction (RT-PCR); selected positive samples were subsequently sequenced and used for phylogenetic analysis. In this analysis, RV infection status was used as outcome variable, while the metadata collected at the time of sampling were used as predictors. A Bayesian hierarchical model which used integrated nested Laplace approximation (INLA) method was then fitted to the data. The model accounted for the spatial effect by using stochastic partial differential equations (SPDEs). Of the 239 samples screened, 206 were available for the analysis. Descriptive analyses showed that 27.7 % (57/206) of the samples were positive for rotaviruses groups A and C, 18.5 % were positive for group A rotaviruses, 5.3 % were positive for group C rotaviruses, while 3.9 % had co-infections from both groups of rotaviruses. The spatial effect was insignificant, and a simple (non-spatial) model showed that piglets (≤4 months) and those pigs kept in free range systems had higher risk of exposure to rotavirus infection as compared to older pigs (>4 months) and those tethered or housed, respectively. Intervention measures that will target these high-risk groups of pigs will be beneficial to farmers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Amimo, J. O., J. O. Junga, W. O. Ogara, A. N. Vlasova, M. N. Njahira, S. Maina, E. A. Okoth, R. P. Bishop, L. J. Saif and A. Djikeng, 2015: Detection and genetic characterization of porcine group A rotaviruses in asymptomatic pigs in smallholder farms in East Africa: Predominance of P[8] genotype resembling human strains. Veterinary Microbiology 175, 195-210.

    Article  CAS  PubMed  Google Scholar 

  • Amimo, J. O., A. N. Vlasova and L. J. Saif, 2013a: Detection and genetic diversity of porcine group A rotaviruses in historic (2004) and recent (2011 and 2012) swine fecal samples in Ohio: predominance of the G9P[13] genotype in nursing piglets. J Clin Microbiol, 51, 1142-1151.

  • Amimo, J. O., A. N. Vlasova and L. J. Saif, 2013b: Prevalence and genetic heterogeneity of porcine group C rotaviruses in nursing and weaned piglets in Ohio, USA and identification of a potential new VP4 genotype. Veterinary Microbiology, 164, 27-38.

  • Bivand, R., Gomez-Rubio, V., and Rue, H., 2015: Spatial data analysis with R-INLA with Some extensions. J Stat Softw, 63, 31

  • Chang, K. O., Y. Kim and L. J. Saif., 2012: Rotavirus and reovirus. In: J. J. Zimmerman, L. A. Karriker, A. Ramirez, K. J. Schwartz and G. W. Stevenson (eds), Diseases of Swine., 10th edn., pp. 621-634. Wiley-Blackwell, West Sussex, UK.

    Google Scholar 

  • Collins, P. J., V. Martella, R. D. Sleator, S. Fanning and H. O’Shea, 2010: Detection and characterisation of group A rotavirus in asymptomatic piglets in southern Ireland. Archives of Virology, 155, 1247-1259.

    Article  CAS  PubMed  Google Scholar 

  • Conner, M. E., J. H. Gillespie, E. I. Schiff and M. S. Frey, 1983: Detection of rotavirus in horses with and without diarrhea by electron microscopy and Rotazyme test. The Cornell Veterinarian, 73, 280-287.

    CAS  PubMed  Google Scholar 

  • Dewey, C., S. Carman, T. Pasma, G. Josephson and B. McEwen, 2003: Relationship between group A porcine rotavirus and management practices in swine herds in Ontario. Canadian Veterinary Journal-Revue Veterinaire Canadienne, 44, 649-653.

    Google Scholar 

  • Diggle, P. J., J. A. Tawn and R. A. Moyeed, 1998: Model-based geostatistics. Applied Statistics, 47, 299-350.

    Google Scholar 

  • Dohoo, I. R., W. Martin and H. E. Stryhn, 2003: Veterinary epidemiologic research. University of Prince Edward Island, Charlottetown, P.E.I.

    Google Scholar 

  • Kagira, J., P. Kanyari, N. Maingi, S. Githigia, J. Ng’ang’a and J. Karuga, 2010: Characteristics of the smallholder free-range pig production system in western Kenya. Tropical Animal Health and Production, 42, 865-873.

    Article  PubMed  Google Scholar 

  • Kapikian, A. Z. and R. E. Shope, 1996: Rotaviruses, Reoviruses, Coltiviruses, and Orbiviruses.

    Google Scholar 

  • Martella, V., K. Bányai, E. Lorusso, A. L. Bellacicco, N. Decaro, M. Camero, G. Bozzo, P. Moschidou, S. Arista, G. Pezzotti, A. Lavazza and C. Buonavoglia, 2007: Prevalence of group C rotaviruses in weaning and post-weaning pigs with enteritis. Veterinary Microbiology, 123, 26-33.

    Article  PubMed  Google Scholar 

  • Mbuthia, J. M., T. O. Rewe and A. K. Kahi, 2015: Evaluation of pig production practices, constraints and opportunities for improvement in smallholder production systems in Kenya. Trop Anim Health Prod, 47, 369-376.

    Article  PubMed  Google Scholar 

  • Mutua, F. K., C. Dewey, S. Arimi, W. Ogara, M. Levy and E. Schelling, 2012: A description of local pig feeding systems in village smallholder farms of Western Kenya. Trop Anim Health Prod, 44, 1157-1162.

    Article  PubMed  Google Scholar 

  • Nantima, N., M. Ocaido, J. Davies, M. Dione, E. Okoth, A. Mugisha and R. Bishop, 2015: Characterization of smallholder pig production systems in four districts along the Uganda-Kenya border. Livestock Research for Rural Development, Volume 27, Article #166.

  • Othero, D. M., A. S. S. Orago, T. Groenewegen, D. O. Kaseje and P. A. Otengah, 2008: Home management of diarrhea among underfives in a rural community in Kenya: household perceptions and practices. East African journal of public health, 5, 142-146.

    PubMed  Google Scholar 

  • Palombo, E. A., 2002: Genetic analysis of group A rotaviruses: evidence for interspecies transmission of rotavirus genes. Virus Genes, 24, 11-20.

    Article  CAS  PubMed  Google Scholar 

  • Parashar, U. D., C. J. Gibson, J. S. Bresse and R. I. Glass, 2006: Rotavirus and severe childhood diarrhea. Emerging Infectious Diseases, 12, 304-306.

    Article  PubMed  PubMed Central  Google Scholar 

  • Rue, H., S. Martino and N. Chopin, 2009: Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 71, 319-392.

    Article  Google Scholar 

  • Saif, L. J. and B. Jiang, 1994: Nongroup A rotaviruses of humans and animals. Current Topics in Microbiology and Immunology, 185, 339-371.

    CAS  PubMed  Google Scholar 

  • Schærström, A., 1996: Pathogenic Paths? A Time Geographical Approach in Medical. Geography, 125. Lund University Press, Lund.

    Google Scholar 

  • Steele, A. D., M. C. de Beer, A. Geyer, I. Peenze, P. Bos, J. J. Alexander 2004: Epidemiology of rotavirus infection in South Africa. Abstr. South African Medical Journal, 94, 465.

    Google Scholar 

  • Wabacha, J. K., J. M. Maribei, C. M. Mulei, M. N. Kyule, K. H. Zessin and W. Oluoch-Kosura, 2004: Characterisation of smallholder pig production in Kikuyu Division, central Kenya. Prev Vet Med, 63, 183-195.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

This research was funded through the African Bioscience Challenge Fund (ABCF) fellowship of Biosciences of east and central Africa (BecA), while the re-analysis of the data was implemented with support from the CGIAR’s Research Programme on Agriculture for Nutrition and Health (A4NH). The ABCF Programme is funded by the Australian Department for Foreign Affairs and Trade (DFAT) through the BecA-CSIRO partnership, the Syngenta Foundation for Sustainable Agriculture (SFSA), the Bill & Melinda Gates Foundation (BMGF), the UK Department for International Development (DFID) and the Swedish International Development Cooperation Agency (Sida). We thank smallholder pig farmers in Western Kenya for allowing us to sample their pigs for this study.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to J. O. Amimo or B. Bett.

Ethics declarations

Conflict of interests

None

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Amimo, J.O., Otieno, T.F., Okoth, E. et al. Risk factors for rotavirus infection in pigs in Busia and Teso subcounties, Western Kenya. Trop Anim Health Prod 49, 105–112 (2017). https://doi.org/10.1007/s11250-016-1164-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11250-016-1164-9

Keywords

Navigation