Abstract
Pigs harbor a variety of viruses that are closely related to human viruses and are suspected to have zoonotic potential. Little is known about the presence of viruses in smallholder farms where pigs are in close contact with humans and wildlife. This study provides insight into viral communities and the prevalence and characteristics of enteric viral co-infections in smallholder pigs in East Africa. Sequence-independent amplification and high-throughput sequencing were applied to the metagenomics analysis of viruses in feces collected from asymptomatic pigs. A total of 47,213 de novo-assembled contigs were constructed and compared with sequences from the GenBank database. Blastx search results revealed that 1039 contigs (>200Â nt) were related to viral sequences in the GenBank database. Of the 1039 contigs, 612 were not assigned to any viral taxa because they had little similarity to known viral genomic or protein sequences, while 427 contigs had a high level of sequence similarity to known viruses and were assigned to viral taxa. The most frequent contigs related to mammalian viruses resembling members of the viral genera Astrovirus, Rotavirus, Bocavirus, Circovirus, and Kobuvirus. Other less abundant contigs were related to members of the genera Sapelovirus, Pasivirus, Posavirus, Teschovirus and Picobirnavirus. This is the first report on the diversity of the fecal virome of pig populations in East Africa. The findings of the present study help to elucidate the etiology of diarrheal diseases in pigs and identify potential zoonotic and emerging viruses in the region. Further investigations are required to compare the incidence of these viruses in healthy and diseased pigs in order to better elucidate their pathogenic role.
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References
Koopmans M, Duizer E (2004) Foodborne viruses: an emerging problem. Int J Food Microbiol 90(1):23–41
Dorjee S, Poljak Z, Revie CW, Bridgland J, McNab B, Leger E, Sanchez J (2013) A review of simulation modelling approaches used for the spread of zoonotic influenza viruses in animal and human populations. Zoonoses Public Health 60(6):383–411
Milne-Price S, Miazgowicz KL, Munster VJ (2014) The emergence of the Middle East respiratory syndrome coronavirus. Pathog Dis 71(2):121–136
Smith GJD, Vijaykrishna D, Bahl J, Lycett SJ, Worobey M, Pybus OG, Ma SK, Cheung CL, Raghwani J, Bhatt S, Peiris JSM, Guan Y, Rambaut A (2009) Origins and evolutionary genomics of the 2009 swine-origin H1N1 influenza A epidemic. Nature 459(7250):1122–1125
Song HD, Tu CC, Zhang GW, Wang SY, Zheng K, Lei LC, Chen QX, Gao YW, Zhou HQ, Xiang H, Zheng HJ, Chern SW, Cheng F, Pan CM, Xuan H, Chen SJ, Luo HM, Zhou DH, Liu YF, He JF, Qin PZ, Li LH, Ren YQ, Liang WJ, Yu YD, Anderson L, Wang M, Xu RH, Wu XW, Zheng HY, Chen JD, Liang G, Gao Y, Liao M, Fang L, Jiang LY, Li H, Chen F, Di B, He LJ, Lin JY, Tong S, Kong X, Du L, Hao P, Tang H, Bernini A, Yu XJ, Spiga O, Guo ZM, Pan HY, He WZ, Manuguerra JC, Fontanet A, Danchin A, Niccolai N, Li YX, Wu CI, Zhao GP (2005) Cross-host evolution of severe acute respiratory syndrome coronavirus in palm civet and human. Proc Natl Acad Sci USA 102(7):2430–2435
Morse SS, Mazet JAK, Woolhouse M, Parrish CR, Carroll D, Karesh WB, Zambrana-Torrelio C, Lipkin WI, Daszak P (2012) Prediction and prevention of the next pandemic zoonosis. Lancet 380(9857):1956–1965
Blomstrom AL, Stahl K, Masembe C, Okoth E, Okurut AR, Atmnedi P, Kemp S, Bishop R, Belak S, Berg M (2012) Viral metagenomic analysis of bushpigs (Potamochoerus larvatus) in Uganda identifies novel variants of Porcine parvovirus 4 and Torque teno sus virus 1 and 2. Virol J 9:192
Masembe C, Michuki G, Onyango M, Rumberia C, Norling M, Bishop RP, Djikeng A, Kemp SJ, Orth A, Skilton RA, Stahl K, Fischer A (2012) Viral metagenomics demonstrates that domestic pigs are a potential reservoir for Ndumu virus. Virol J 9(218):218
Mihalov-Kovács E, Feher E, Martella V, Banyai K, Farkas SL (2014) The fecal virome of domesticated animals. Virusdisease 25(2):150–157
Shan T, Li L, Simmonds P, Wang C, Moeser A, Delwart E (2011) The fecal virome of pigs on a high-density farm. J Virol 85(22):11697–11708
Woo PCY, Lau SKP, Teng JLL, Tsang AKL, Joseph M, Wong EYM, Tang Y, Sivakumar S, Bai R, Wernery R (2014) Metagenomic analysis of viromes of dromedary camel fecal samples reveals large number and high diversity of circoviruses and picobirnaviruses. Virol 471:117–125
J-m Yu, J-s Li, Y-y Ao, Z-j Duan (2013) Detection of novel viruses in porcine fecal samples from China. Virol J 10:39
Delwart EL (2007) Viral metagenomics. Rev Med Virol 17(2):115–131
Mokili JL, Rohwer F, Dutilh BE (2012) Metagenomics and future perspectives in virus discovery. Curr Opin Virol 2(1):63–77
Breitbart M, Salamon P, Andresen B, Mahaffy JM, Segall AM, Mead D, Azam F, Rohwer F (2002) Genomic analysis of uncultured marine viral communities. Proc Natl Acad Sci USA 99(22):14250–14255
Phan TG, Kapusinszky B, Wang C, Rose RK, Lipton HL, Delwart EL (2011) The fecal viral flora of wild rodents. PLoS Pathog 7(9):e1002218
Smits SL, Raj VS, Oduber MD, Schapendonk CM, Bodewes R, Provacia L, Stittelaar KJ, Osterhaus AD, Haagmans BL (2013) Metagenomic analysis of the ferret fecal viral flora. PLoS One 8(8):e71595
Victoria JG, Kapoor A, Li L, Blinkova O, Slikas B, Wang C, Naeem A, Zaidi S, Delwart E (2009) Metagenomic analyses of viruses in stool samples from children with acute flaccid paralysis. J Virol 83(9):4642–4651
Li L, Shan T, Wang C, Cote C, Kolman J, Onions D, Gulland FM, Delwart E (2011) The fecal viral flora of California sea lions. J Virol 85(19):9909–9917
Blomstrom AL, Belak S, Fossum C, McKillen J, Allan G, Wallgren P, Berg M (2009) Detection of a novel porcine boca-like virus in the background of porcine circovirus type 2 induced postweaning multisystemic wasting syndrome. Virus Res 146(1–2):125–129
Brink M, Stahl K, Masembe C, Okurut AR, Berg M, Blomstrom AL (2012) First time molecular detection and phylogenetic relationships of torque teno sus virus 1 and 2 in domestic pigs in Uganda: further evidence for a global distribution. Virol J 9:39
Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB, Eccles D, Li B, Lieber M, MacManes MD, Ott M, Orvis J, Pochet N, Strozzi F, Weeks N, Westerman R, William T, Dewey CN, Henschel R, LeDuc RD, Friedman N, Regev A (2013) De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat Protoc 8(8):1494–1512
Roux S, Tournayre J, Mahul A, Debroas D, Enault F (2014) Metavir 2: new tools for viral metagenome comparison and assembled virome analysis. BMC Bioinform 15(1):76
Li L, Victoria JG, Wang C, Jones M, Fellers GM, Kunz TH, Delwart E (2010) Bat guano virome: predominance of dietary viruses from insects and plants plus novel mammalian viruses. J Virol 84(14):6955–6965
Zhang Q, Hu R, Tang X, Wu C, He Q, Zhao Z, Chen H, Wu B (2013) Occurrence and investigation of enteric viral infections in pigs with diarrhea in China. Arch Virol 158(8):1631–1636
Moser LA, Schultz-Cherry S (2005) Pathogenesis of astrovirus infection. Viral immunol 18:4–10
Quan P-L, Wagner TA, Briese T, Torgerson TR, Hornig M, Tashmukhamedova A, Firth C, Palacios GF, Baisre-de Leon A, Paddock CD (2010) Astrovirus encephalitis in boy with X-linked agammaglobulinemia. Emerg Infect Dis 17(6):918–925
Rivera R, Nollens HH, Venn-Watson S, Gulland FM, Wellehan JF Jr (2010) Characterization of phylogenetically diverse astroviruses of marine mammals. J Gen Virol 91(Pt 1):166–173
Toffan A, Jonassen CM, De Battisti C, Schiavon E, Kofstad T, Capua I, Cattoli G (2009) Genetic characterization of a new astrovirus detected in dogs suffering from diarrhoea. Vet Microbiol 139(1–2):147–152
Zhu HC, Chu DK, Liu W, Dong BQ, Zhang SY, Zhang JX, Li LF, Vijaykrishna D, Smith GJ, Chen HL, Poon LL, Peiris JS, Guan Y (2009) Detection of diverse astroviruses from bats in China. J Gen Virol 90(Pt 4):883–887
Amimo JO, Okoth E, Junga JO, Ogara WO, Njahira MN, Wang Q, Vlasova AN, Saif LJ, Djikeng A (2014) Molecular detection and genetic characterization of kobuviruses and astroviruses in asymptomatic local pigs in East Africa. Arch Virol 159(6):1313–1319
Luo Z, Roi S, Dastor M, Gallice E, Laurin M-A, L’homme Y (2010) Multiple novel and prevalent astroviruses in pigs. Vet Microbiol 149:316–323
Allander T, Tammi MT, Eriksson M, Bjerkner A, Tiveljung-Lindell A, Andersson B (2005) Cloning of a human parvovirus by molecular screening of respiratory tract samples. Proc Natl Acad Sci USA 102(36):12891–12896
Manteufel J, Truyen U (2008) Animal bocaviruses: a brief review. Intervirology 51(5):328–334
W-x Cheng, J-s Li, C-p Huang, D-p Yao, Liu N, S-x Cui, Jin Y, Z-j Duan (2010) Identification and nearly full-length genome characterization of novel porcine bocaviruses. PLoS One 5(10):e13583
Zeng S, Wang D, Fang L, Ma J, Song T, Zhang R, Chen H, Xiao S (2011) Complete coding sequences and phylogenetic analysis of porcine bocavirus. J Gen Virol 92(4):784–788
Schildgen O (2013) Human bocavirus: lessons learned to date. Pathogens 2(1):1–12
Xiao CT, Halbur PG, Opriessnig T (2013) Molecular evolutionary genetic analysis of emerging parvoviruses identified in pigs. Infect Genet Evol 16:369–376
Kapoor A, Simmonds P, Slikas E, Li L, Bodhidatta L, Sethabutr O, Triki H, Bahri O, Oderinde BS, Baba MM, Bukbuk DN, Besser J, Bartkus J, Delwart E (2010) Human bocaviruses are highly diverse, dispersed, recombination prone, and prevalent in enteric infections. J Infect Dis 201(11):1633–1643
Amimo JO, Junga JO, Ogara WO, Vlasova AN, Njahira MN, Maina S, Okoth EA, Bishop RP, Saif LJ, Djikeng A (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. Vet Microbiol 175(2–4):195–210
Pereira HG, Fialho AM, Flewett TH, Teixeira JMS, Andrade ZP (1988) Novel viruses in human faeces. Lancet 332(8602):103–104
Pereira HG, Flewett TH, Candeias JAN, Barth OM (1988) A virus with a bisegmented double-stranded RNA genome in rat. J Gen Virol 69:2749–2754
Masachessi G, MartÃnez LC, Giordano MO, Barril PA, Isa BM, Ferreyra L, Villareal D, Carello M, Asis C, Nates SV (2007) Picobirnavirus (PBV) natural hosts in captivity and virus excretion pattern in infected animals. Arch Virol 152(5):989–998
Nates SV, Gatti MSV, Ludert JE (2011) The picobirnavirus: an integrated view on its biology, epidemiology and pathogenic potential. Future Virol 6(2):223–235
King AMQ, Adams MJ, Lefkowitz EJ (2011) Virus taxonomy: classification and nomenclature of viruses: ninth report of the International Committee on Taxonomy of Viruses, vol 9. Elsevier, Amsterdam
Banyai K, Martella V, Bogdan A, Forgach P, Jakab F, Meleg E, Biro H, Melegh B, Szucs G (2008) Genogroup I picobirnaviruses in pigs: evidence for genetic diversity and relatedness to human strains. J Gen Virol 89(2):534–539
Chen M, Sun H, Lan D, Hua X, Cui L, Yuan C, Yang Z (2014) Molecular detection of genogroup I and II picobirnaviruses in pigs in China. Virus Genes 48(3):553–556
Smits SL, Poon LL, van Leeuwen M, Lau P-N, Perera HK, Peiris JS, Simon JH, Osterhaus AD (2011) Genogroup I and II picobirnaviruses in respiratory tracts of pigs. Emerg Infect Dis 17(12):2328–2330
Cheung AK, Ng TF, Lager KM, Bayles DO, Alt DP, Delwart EL, Pogranichniy RM, Kehrli ME Jr (2013) A divergent clade of circular single-stranded DNA viruses from pig feces. Arch Virol 158(10):2157–2162
Sachsenröder J, Twardziok SO, Scheuch M, Johne R (2014) The general composition of the faecal virome of pigs depends on age, but not on feeding with a probiotic bacterium. PLoS One 9:e88888
Knowles E, Delwart E, Gorbalenya AE, Hovi T, Hyypia T, King AMQ, LinBerg AM, Pallansch MA, Palmenberg AC, Reuter Gb (2014) Picornaviridae: 26 genera, 46 species and growing. In: EUROPIC 2014: XVIII meeting of the European Study Group on the Molecular Biology of Picornaviruses, Blankenberge, pp 9–14
Reuter G, Boldizsár A, Kiss I, Pankovics P (2008) Candidate new species of Kobuvirus in porcine hosts. Emerg Infect Dis 14:1968–1970
Yu J, Jin M, Zhang Q, Li H, Li D, Xu Z, Li J, Cui S, Yang S, Liu N, Duan Z (2009) Candidate porcine Kobuvirus, China. Emerg Infect Dis 15:823–825
Khamrin P, Maneekarn N, Kongkaew A, Kongkaew S, Okitsu S, Ushijima H (2009) Porcine kobuvirus in piglets, Thailand. Emerg Infect Dis 15:2075–2076
Sisay Z, Wang Q, Oka T, Saif L (2013) Prevalence and molecular characterization of porcine enteric caliciviruses and first detection of porcine kobuviruses in US swine. Arch Virol 158:1583–1588
Okitsu S, Khamrin P, Thongprachum A, Hidaka S, Kongkaew S, Kongkaew A, Maneekarn N, Mizuguchi M, Hayakawa S, Ushijima H (2012) Sequence analysis of porcine kobuvirus VP1 region detected in pigs in Japan and Thailand. Virus Genes 44:253–257
Haugegaard J (2010) Prevalence of nematodes in Danish industrialized sow farms with loose housed sows in dynamic groups. Vet Parasitol 168(1):156–159
Sauvage V, Gouilh MA, Cheval J, Muth E, Pariente K, Burguiere A, Vr Caro, Manuguerra J-C, Eloit M (2012) A member of a new picornaviridae genus is shed in pig feces. J Virol 86(18):10036–10046
Lan D, Ji W, Yang S, Cui L, Yang Z, Yuan C, Hua X (2011) Isolation and characterization of the first Chinese porcine sapelovirus strain. Arch Virol 156(9):1567–1574
Acknowledgments
The authors would like to thank the African Bioscience Challenge Fund (ABCF) Fellowship of Biosciences of East and Central Africa (BecA) to JOA. The authors would like to acknowledge the cooperation and assistance of the African Swine Fever Project team (International Livestock Research Institute) for their support in sample collection. We thank the farmers of smallholder pig farms in Kenya and Uganda for granting the permission to sample the pigs for the present research study.
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Amimo, J.O., El Zowalaty, M.E., Githae, D. et al. Metagenomic analysis demonstrates the diversity of the fecal virome in asymptomatic pigs in East Africa. Arch Virol 161, 887–897 (2016). https://doi.org/10.1007/s00705-016-2819-6
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DOI: https://doi.org/10.1007/s00705-016-2819-6
Keywords
- Sequence Contigs
- Bocavirus
- ssDNA Virus
- Porcine Kobuvirus
- Mammalian Virus