Skip to main content
Log in

High-throughput sequencing applied for the identification of viruses infecting grapevines in Brazil and genetic variability analysis

  • Original Article
  • Published:
Tropical Plant Pathology Aims and scope Submit manuscript

Abstract

The application of high-throughput sequencing technologies (HTS) enables the recovery of many nucleotide sequence fragments from diseased plants and may help in pathogen identification. This study was designed to identify viruses infecting 15 grapevine (Vitis spp.) samples collected from experimental fields and vine collections and assess the genetic variability of the identified viruses. The virus-enriched dsRNAs were extracted from bark scrapings and sequenced using an Illumina platform. The paired-end reads were analyzed, assembled contigs were generated and identified as related to viruses. Contigs of 14 viruses have been identified, some of them covering large extensions of viral genomes or resulting in assembly of near-complete or complete genomes. Grapevine virus infections are usually mixed and the HTS assays were suitable to identify ten viruses already reported that traditionally infect grapevines in Brazil, one that has been recently identified (Grapevine Syrah virus 1) and others (Grapevine Cabernet Sauvignon reovirus, Grapevine Red Globe virus and Grapevine vein clearing virus) not previously reported in this country. Nucleotide identities among Brazilian isolates identified by HTS and homologous grapevine virus sequences in GenBank were high, ranging from 77% to 99%. Genetic variability analysis of viral sequences obtained by HTS and sequences available in GenBank indicated that the coding regions in the different viral species are under purifying selection, and that recombination events occurred in the majority of the viral species analyzed. The coat protein genes, generally, had lower genetic variability than the replicase and movement protein genes.

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

Similar content being viewed by others

References

  • Armijo G, Schlechter R, Agurto M, Muñoz D, Nuñez C, Arce-Johnson P (2016) Grapevine pathogenic microorganisms: understanding infection strategies and host response scenarios. Front Plant Sci 7:382

    Article  PubMed  PubMed Central  Google Scholar 

  • Al Rwahnih M, Daubert S, Golino D, Rowhani A (2009) Deep sequencing analysis of RNAs from a grapevine showing Syrah decline symptoms reveals a multiple virus infection that includes a novel virus. Virology 387:395–401

    Article  CAS  PubMed  Google Scholar 

  • Al Rwahnih M, Dave A, Anderson MM, Rowhani A, Uyemoto JK, Sudarshana MR (2013) Association of a DNA virus with grapevines affected by red blotch disease in California. Phytopathology 103:1069–1076

    Article  CAS  PubMed  Google Scholar 

  • Al Rwahnih M, Daubert S, Golino D, Islas C, Rowhani A (2015) Comparison of next-generation sequencing versus biological indexing for the optimal detection of viral pathogens in grapevine. Phytopathology 105:758–763

    Article  PubMed  Google Scholar 

  • Basso MF, Fajardo TVM, Saldarelli P (2017) Grapevine virus diseases: economic impact and current advances in viral prospection and management. Rev Bras de Frutic 39, in press

  • Beach S, Kovens M, Hubbert L, Honesty S, Guo Q, Pap D, Dai R, Kovacs L, Qiu W (2017) Genetic and phenotypic characterization of Grapevine vein clearing virus from wild Vitis rupestris. Phytopathology 107:138–144

    Article  PubMed  Google Scholar 

  • Beuve M, Candresse T, Tannières M, Lemaire O (2015) First report of Grapevine redglobe virus (GRGV) in grapevine in France. Plant Dis 99:422

    Article  Google Scholar 

  • Bianchi GL, de Amicis F, de Sabbata L, di Bernardo N, Governatori G, Nonino F, Prete G, Marrazzo T, Versolatto S, Frausin C (2015) Occurrence of Grapevine Pinot gris virus in Friuli Venezia Giulia (Italy): field monitoring and virus quantification by real-time RT-PCR. EPPO Bull 45:22–32

    Article  Google Scholar 

  • Burger JT, Maree HJ (2015) Metagenomic next-generation sequencing of viruses infecting grapevines. Methods Mol Biol 1302:315–330

    Article  PubMed  Google Scholar 

  • Catarino AM, Fajardo TVM, Pio-Ribeiro G, Eiras M, Nickel O (2015) Incidência de vírus em videiras no Nordeste brasileiro e caracterização molecular parcial de isolados virais locais. Ciência Rural 45:379–385

    Article  Google Scholar 

  • Coetzee B, Freeborough M-J, Maree HJ, Celton J-M, Rees DJG, Burger JT (2010) Deep sequencing analysis of viruses infecting grapevine: virome of a vineyard. Virology 400:157–163

    Article  CAS  PubMed  Google Scholar 

  • Fajardo TVM, Eiras M, Nickel O (2016) Detection and molecular characterization of Grapevine yellow speckle viroid 1 isolates infecting grapevines in Brazil. Trop Plant Pathol 41:246–253

    Article  Google Scholar 

  • Fan X, Hong N, Dong Y, Ma Y, Zhang ZP, Ren F, Hu G, Zhou J, Wang G (2015) Genetic diversity and recombination analysis of grapevine leafroll-associated virus 1 from China. Arch Virol 160:1669–1678

    Article  CAS  PubMed  Google Scholar 

  • Farooq AB, Ma YX, Wang Z, Zhuo N, Wenxing X, Wang GP, Hong N (2013) Genetic diversity analyses reveal novel recombination events in Grapevine leafroll-associated virus 3 in China. Virus Res 171:15–21

    Article  CAS  PubMed  Google Scholar 

  • Garcia-Arenal F, Fraile A, Malpica JM (2001) Variability and genetic structure of plant virus populations. Annu Rev Phytopathol 39:157–186

    Article  CAS  PubMed  Google Scholar 

  • Garcia-Arenal F, Fraile A, Malpica JM (2003) Variation and evolution of plant virus populations. Int Microbiol 6:225–232

    Article  PubMed  Google Scholar 

  • Giampetruzzi A, Roumi V, Roberto R, Malossini U, Yoshikawa N, La Notte P, Terlizzi F, Credi R, Saldarelli P (2012) A new grapevine virus discovered by deep sequencing of virus- and viroid-derived small RNAs in cv. Pinot gris. Virus Res 163:262–268

    Article  CAS  PubMed  Google Scholar 

  • Glasa M, Predajna L, Soltys K, Sabanadzovic S, Olmos A (2015) Detection and molecular characterisation of Grapevine Syrah virus-1 isolates from Central Europe. Virus Genes 51:112–121

    Article  CAS  PubMed  Google Scholar 

  • Guo Q, Honesty S, Xu ML, Zhang Y, Schoelz J, Qui W (2014) Genetic diversity and tissue and host specificity of Grapevine vein clearing virus. Phytopathology 104:539–547

    Article  CAS  PubMed  Google Scholar 

  • Hadidi A, Flores R, Candresse T, Barba M (2016) Next-generation sequencing and genome editing in plant virology. Front Microbiol 7:1325

    Article  PubMed  PubMed Central  Google Scholar 

  • Jo Y, Choi H, Cho JK, Yoon J-Y, Choi S-K, Cho WK (2015) In silico approach to reveal viral populations in grapevine cultivar Tannat using transcriptome data. Sci Rep 5:15841

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lima AT, Sobrinho RR, Gonzalez-Aguilera J, Rocha CS, Silva SJ, Xavier CA, Silva FN, Duffy S, Zerbini FM (2013) Synonymous site variation due to recombination explains higher genetic variability in begomovirus populations infecting non-cultivated hosts. J Gen Virol 94:418–431

    Article  CAS  PubMed  Google Scholar 

  • Maliogka VI, Martelli GP, Fuchs M, Katis NI (2015) Control of viruses infecting grapevine. In: Loebenstein G, Katis NI (eds) Control of plant virus diseases: vegetatively-propagated crops, vol 91, Advances in Virus Research. Academic Press, Burlington, pp 175–227

  • Martelli GP (2014) Directory of virus and virus-like diseases of the grapevine and their agents. J Plant Pathol 96(suppl):S1–S136

    Google Scholar 

  • Martin DP, Murrell B, Golden M, Khoosal A, Muhire B (2015) RDP4: Detection and analysis of recombination patterns in virus genomes. Virus Evol 1:vev003

  • Massart S, Olmos A, Jijakli H, Candresse T (2014) Current impact and future directions of high throughput sequencing in plant virus diagnostics. Virus Res 188:90–96

    Article  CAS  PubMed  Google Scholar 

  • Martin RR, Jelkmann W, Tzanetakis IE (2011) Double-stranded RNAs and their use for characterization of recalcitrant viruses. In: Hadidi A, Barba M, Candresse T, Jelkmann W (eds) Virus and virus-like diseases of pome and stone fruits. APS Press, St. Paul, pp 323–326

    Google Scholar 

  • Meng B, Gonsalves D (2007) Grapevine rupestris stem pitting-associated virus: a decade of research and future perspectives. Plant Vir 1:52–62

  • Moura CJM, Fajardo TVM, Eiras M, Silva FN, Nickel O (2017) Molecular characterization of GSyV-1 and GLRaV-3 and prevalence of grapevine viruses in a grape-growing area. Sci Agric 74, in press

  • Naidu RA, Marre HJ, Burger JT (2015) Grapevine leafroll disease and associated viruses: a unique pathosystem. Annu Rev Phytopathol 53:613–634

    Article  CAS  PubMed  Google Scholar 

  • Osman F, Leutenegger C, Golino D, Rowhani A (2007) Real-time RT-PCR (TaqMan) assays for the detection of Grapevine leafroll associated viruses 15 and 9. J Virol Meth 141:22–29

  • Osman F, Rowhani A (2008) Real-time RT-PCR (TaqMan) assays for the detection of viruses associated with Rugose wood complex of grapevine. J Virol Meth 154:69–75

  • Poojari S, Alabi OJ, Fofanov VY, Naidu RA (2013) A leafhopper-transmissible DNA virus with novel evolutionary lineage in the family Geminiviridae implicated in grapevine redleaf disease by next-generation sequencing. PLoS ONE 8, e64194

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rocha CS, Castillo-Urquiza GP, Lima ATM, Silva FN, Xavier CAD, Hora-Júnior BT, Beserra-Júnior JEA, Malta AWO, Martin DP, Varsani A, Alfenas-Zerbini P, Mizubuti ESG, Zerbini FM (2013) Brazilian begomovirus populations are highly recombinant, rapidly evolving, and segregated based on geographical location. J Virol 87:5784–5799

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Roossinck MJ, Martin DP, Roumagnac P (2015) Plant virus metagenomics: advances in virus discovery. Phytopathology 105:716–727

    Article  CAS  PubMed  Google Scholar 

  • Rott ME, Jelkmann W (2001) Characterization and detection of several filamentous viruses of cherry: adaptation of an alternative cloning method (DOP-PCR) and modification of an RNA extraction protocol. Eur J Plant Pathol 107:411–420

    Article  CAS  Google Scholar 

  • Rozas J, Sanchez-DelBarrio JC, Messeguer X, Rozas R (2003) DnaSP, DNA polymorphism analyses by the coalescent and other methods. Bioinformatics 19:2496–2497

    Article  CAS  PubMed  Google Scholar 

  • Simon-Loriere E, Holmes EC (2011) Why do RNA viruses recombine? Nat Rev Microbiol 9:617–626

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Valverde RA, Nameth ST, Jordan RL (1990) Analysis of double-stranded RNA for plant virus diagnosis. Plant Dis 74:255–258

    Article  Google Scholar 

  • Zanardo LG, Silva FN, Lima ATM, Milanesi DF, Castilho-Urquiza GP, Almeida AMR, Zerbini FM, Carvalho CM (2014a) Molecular variability of Cowpea mild mottle virus infecting soybean in Brazil. Arch Virol 159:727–737

    Article  CAS  PubMed  Google Scholar 

  • Zanardo LG, Silva FN, Bicalho AAC, Urquiza GPC, Lima ATM, Almeida AMR, Zerbini FM, Carvalho CM (2014b) Molecular and biological characterization of Cowpea mild mottle virus isolates infecting soybean in Brazil and evidence of recombination. Plant Pathol 63:456–465

    Article  CAS  Google Scholar 

  • Wu Q, Ding S-W, Zhang Y, Zhu S (2015) Identification of viruses and viroids by next-generation sequencing and homology-dependent and homology-independent algorithms. Annu Rev Phytopathol 53:425–444

    Article  CAS  PubMed  Google Scholar 

  • Zhang Y, Singh K, Kaur R, Qiu W (2011) Association of a novel DNA virus with the Grapevine vein-clearing and vine decline syndrome. Phytopathology 101:1081–1090

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This research was financially supported by Embrapa (Project 02.13.14.002). The authors would like to acknowledge Tatsuya Nagata and Fernando Lucas de Melo (University of Brasília, Brazil) and Maher Al Rwahnih (FPS, University of California at Davis, USA) for their help with bioinformatic analysis of HTS data.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Thor V. M. Fajardo.

Additional information

Section Editor: Michael Goodin

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Table S1

(DOCX 27 kb)

Supplementary Table S2

(DOCX 15 kb)

Supplementary Table S3

(DOCX 18 kb)

Supplementary Table S4

(DOCX 27.1 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fajardo, T.V.M., Silva, F.N., Eiras, M. et al. High-throughput sequencing applied for the identification of viruses infecting grapevines in Brazil and genetic variability analysis. Trop. plant pathol. 42, 250–260 (2017). https://doi.org/10.1007/s40858-017-0142-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40858-017-0142-8

Keywords

Navigation