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High-throughput sequencing analysis of Eugenia uniflora: insights into repetitive DNA, gene content and potential biotechnological applications

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Abstract

In this study, the Ion Torrent PGM platform was employed to conduct a whole-genome sequencing analysis of Eugenia uniflora L., aiming to generate new genomic information for this non-model species. The whole-genome set of assembled sequences (WGSAS) generated 2601 contigs, with a cumulative length of 3.15 Mbp. About 2.60% of the WGSAS was characterized by repetitive sequences, while 71.66% of the WGSAS was represented by predicted genes. A total of 147 metabolic pathways related to enzymes characterized in the E. uniflora WGSAS were detected. Proteins related to antifungal activity and to bacterium and fungi defense response as well as transcriptions factors related to abiotic stress responses were also identified. This sequencing provides important genomic resources for future breeding and selection regarding plants with higher production of such metabolites, as well as source of genes for genetic engineering of cultivated species, supporting a wide application of marker-assisted and genomic selection, towards the establishment of commercial orchards with improved cultivars of E. uniflora.

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References

  • Bankevich A, Nurk S, Antipov D, Gurevich AA, Dvorkin M, Kulikov AS, Lesin VM, Nikolenko SI, Pham S, Prjibelski AD, Pyshkin AV, Sirotkin AV, Vyahhi N, Tesler G, Alekseyev MA, Pevzner PA (2012) SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing. J Comput Biol 19:455–477

    Article  CAS  Google Scholar 

  • Barghini E, Natali L, Cossu RM, Giordani T, Pindo M, Cattonaro F, Scalabrin S, Velasco R, Morgante M, Cavallini A (2014) The Peculiar Landscape of Repetitive Sequences in the Olive (Olea europaea L.) Genome. Genome Biol Evol 6:776–791

    Article  Google Scholar 

  • Chikhi R, Medvedev P (2014) Informed and automated K-Mer size selection for genome assembly. Bioinformatics 30:31–37

    Article  CAS  Google Scholar 

  • Conesa A, Götz S, García-Gómez JM, Terol J, Talón M, Obles M (2005) Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21:3674–3676

    Article  CAS  Google Scholar 

  • Coradin L, Siminski A, Reis A (2011) Espécies nativas da flora brasileira de valor econômico atual ou potencial: plantas para o futuro – Região Sul. MMA, Brasília

    Google Scholar 

  • Costa IR, Dornelas MC, Forni-Martins EL (2008) Nuclear genome size variation in fleshy-fruited Neotropical Myrtaceae. Plant Syst Evol 276:209–217

    Article  CAS  Google Scholar 

  • Costa DP, Filho EGA, Silva LMA, Santos SC, Passos XS, Silva MRR, Seraphin JC, Ferri PH (2010) Influence of fruits biotypes on the chemical composition and antifungal activity of the essential oils of Eugenia uniflora leaves. J Braz Chem Soc 21:851–858

    Article  CAS  Google Scholar 

  • Cunha FAB, Wallau GL, Pinho AI, Nunes MEM, Leite NF, Tintino SR, Da Costa GM, Athayde ML, Boligon AA, Coutinho HDM, Pereira AB, Posser T, Franco JL (2015) Eugenia uniflora leaves essential oil induces toxicity in Drosophila melanogaster: involvement of oxidative stress mechanisms. Toxicol Res 4:634–644

    Article  Google Scholar 

  • Cunha FAB, Pinho AI, Santos JFS, Sobral-Souza CE, Albuquerque RS, Matias EFF, Leite NF, Tintino SR, Costa JGM, Boligon AA, Waczuk EP, Rocha JBT, Posser T, Coutinho HDM, Quintans-Júnior LJ, Franco JL (2016a) Cytoprotective effect of Eugenia uniflora L. against the waste contaminant mercury chloride. Arab J Chem X:1–10

    Google Scholar 

  • Cunha FAB, Waczuk EP, Duarte AE, Barros LM, Elekofehinti OO, Matias EFF, da Costa JGM, Sanmi AA, Boligon AA, Da Rocha JBT, Souza DO, Posser T, Coutinho HDM, Franco JL, Kamdem JP (2016b) Cytotoxic and antioxidative potentials of ethanolic extract of Eugenia uniflora L. (Myrtaceae) leaves on human blood cells. Biomed Pharmacot 84:614–621

    Article  Google Scholar 

  • Ferreira-Ramos R, Laborda PR, de Oliveira Santos M, Mayor MS, Mestriner MA, de Souza AP, Alzate-Marin AL (2008) Genetic analysis of forest species Eugenia uniflora L. through of newly developed SSR markers. Conserv Genet 9:1281

    Article  CAS  Google Scholar 

  • Ferreira-Ramos R, Accoroni KAG, Rossi A, Guidugli MC, Mestriner MA, Martinez CA, Alzate-Marin AL (2014) Genetic diversity assessment for Eugenia uniflora L., E. pyriformis Cambess., E. brasiliensis Lam. and E. francavilleana O. Berg neotropical tree species (Myrtaceae) with heterologous SSR markers. Genet Resour Crop Evol 61:267

    Article  Google Scholar 

  • Grennan AK (2006) Plant response to bacterial pathogens. Overlap between Innate and gene-for-gene defense response. Plant Physiol 142:809–811

    Article  CAS  Google Scholar 

  • Guzman F, Almerão MP, Körbes AP, Loss-Morais G, Margis R (2012) Identification of MicroRNAs from Eugenia uniflora by high-throughput sequencing and bioinformatics analysis. PLoS One 7:e49811

    Article  CAS  Google Scholar 

  • Guzman F, Kulcheski FR, Turchetto-Zolet AC, Margis R (2014) De novo assembly of Eugenia uniflora L. transcriptome and identification of genes from the terpenoid biosynthesis pathway. Plant Sci 229:238–246

    Article  CAS  Google Scholar 

  • Izuno A, Hatakeyama M, Nishiyama T, Tamaki I, Shimizu-Inatsugi R, Sasaki R, Shimizu KK, Isagi Y (2016) Genome sequencing of Metrosideros polymorpha (Myrtaceae), a dominant species in various habitats in the Hawaiian Islands with remarkable phenotypic variations. J Plant Res 129:727–736

    Article  Google Scholar 

  • Jaillon O et al (2007) The grapevine genome sequence suggests ancestral hexaploidization in major angiosperm phyla. Nature 449:463–467

    Article  CAS  Google Scholar 

  • Lemos RPM, Matielo CBDO, Beise DC, Rosa VG, Sarzi DS, Roesch LFW, Stefenon VM (2018) Characterization of ptSSR, nSSR and EST-SSR markers for understanding invasion histories and genetic diversity of Schinus molle L. Biology 7:43

    Article  Google Scholar 

  • Macas J, Novák P, Pellicer J, Čížková J, Koblížková A, Neumann P, Fuková I, Doležel J, Kelly LJ, Leitch IJ (2015) In depth characterization of repetitive DNA in 23 plant genomes reveals sources of genome size variation in the legume tribe fabeae. PLoS One 10:e0143424

    Article  Google Scholar 

  • Margis R, Felix D, Caldas J, Salgueiro F, de Araujo DSD, Breyne P, van Montagu M, de Oliveira D, Margis-Pinheiro M (2002) Genetic differentiation among three neighboring Brazil-cherry (Eugenia uniflora L.) populations within the Brazilian Atlantic rain forest. Biodivers Conserv 11:149–163

    Article  Google Scholar 

  • Mehrotra S, Goyal V (2014) Repetitive Sequences in Plant Nuclear DNA: types, distribution, evolution and function. Genom Proteom Bioinf 12:164–171

    Article  Google Scholar 

  • Rauwolf U, Golczyk H, Greiner S, Herrmann RG (2010) Variable amounts of DNA related to the size of chloroplasts III. Biochemical determinations of DNA amounts per organelle. Mol Genet Genom 283:35–47

    Article  CAS  Google Scholar 

  • Salgueiro F, Felix D, Caldas JF, Margis-Pinheiro M, Margis R (2004) Even population differentiation for maternal and biparental gene markers in Eugenia uniflora, a widely distributed species from the Brazilian coastal Atlantic rain forest. Biodivers Distrib 10:201–2010

    Article  Google Scholar 

  • Sarzi DS, Justolin B, Silva C, Lemos RPM, Stefenon VM (2019) Discovery and characterization of SSR markers in Eugenia uniflora L. (Myrtaceae) using low coverage genome sequencing. An Acad Bras Cienc 91:e20180420

    Article  Google Scholar 

  • Scott NS, Possingham JV (1983) Changes in chloroplast DNA levels during growth of spinach leaves. J Exp Bot 34:1756–1767

    Article  CAS  Google Scholar 

  • Stanke M, Morgenstern B (2005) AUGUSTUS: a web server for gene prediction in eukaryotes that allows user defined constrains. Nucleic Acid Res 33:W465–W467

    Article  CAS  Google Scholar 

  • Staton M, Best T, Khodwekar S, Owusu S, Xu T, Xu Y, Jennings T, Cronn R, Arumuganathan AK, Coggeshall M et al (2015) Preliminary genomic characterization of ten hardwood tree species from multiplexed low coverage whole genome sequencing. PLoS One 10:e0145031

    Article  Google Scholar 

  • Won SY, Hwang Y-J, Jung J-A, Kin JS, Kang S-H, Sohn S-H (2018) Identification of repetitive DNA sequences in the Chrysanthemum boreale genome. Sci Hortic 236:238–243

    Article  CAS  Google Scholar 

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Acknowledgements

We would like to thank CAPES for scholarship to D.S.S., CNPq/Brazil by financial support (Grant number 442995/2014-8) and Research Fellowship provided to V.M.S. (Process 302501/2017-7) and Universidade Federal do Pampa—UNIPAMPA (Edital PROPESQ/AGP/2016). We specially thank to MSc. Rafael Plá Matielo Lemos, Dr. Filipe de Carvalho Victoria and Dr. Victor Pyrlo by technical support in data analysis.

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Correspondence to Valdir Marcos Stefenon.

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13205_2019_1729_MOESM1_ESM.tiff

Supplementary Figure 1: Number of BLAST hits of the E. uniflora sequences in relation to plant species sequences deposited in the GenBank/NCBI databank

13205_2019_1729_MOESM2_ESM.tiff

Supplementary Figure 2: Number of sequences of E. uniflora WGSAS matching each GO terms. Highlighted in red are GO terms with of putative biotechnological interest into the pharmaceutical and agronomical sectors

13205_2019_1729_MOESM3_ESM.tiff

Supplementary Figure 3: Summary of the E. uniflora WGSAS annotation. (A) Number of sequences with and without InterPro [IPS] matches and with gene ontology [GO] matches. (B) Number of sequences with GO matches and with IPS before and after merging results from the found GOs and the annotation project. (C) Number of enzyme families identified in the IPS search. (D) Distribution of GO terms designed for the DNA sequences

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Stefenon, V.M., Sarzi, D.S. & Roesch, L.F.W. High-throughput sequencing analysis of Eugenia uniflora: insights into repetitive DNA, gene content and potential biotechnological applications. 3 Biotech 9, 200 (2019). https://doi.org/10.1007/s13205-019-1729-1

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