Transcriptome analysis of banana (Musa balbisiana) basedon next-generation sequencing technology

Banana (Musa spp.) is an important tropical fruit with high commercial potential. Musa balbisiana (B genome) is a progenitor of one of the most cultivated banana species and exhibits unique traits, including resistance or tolerance to many biotic and abiotic stresses. RNA sequencing of the Musa B genome would provide a vast array of transcriptomic information that could lead to the development of trait-specific markers and the discovery of new genes and regulatory sequences involved in resistance mechanisms. Thus, transcriptome sequencing was performed in Musa B genome accession Attikol using the Ion Torrent platform. This led to the generation of about 4.5 million paired-end reads, which were assembled using the MIRA assembler. The assembly produced 82,413 unique transcripts with a mean length of approximately 113 bp. The sequence similarity search against the Swiss-Prot database resulted in the identification of 35,783 unique transcripts (62.18%). Out of these, 193,826 gene ontology terms were assigned to unique transcripts. Functional annotation against PlantCYC pathway database identified 20,696 unique transcripts, which were mapped to 455 pathways. About 4780 simple sequence repeats (SSRs) were obtained from 82,413 unique transcripts. Primers could be designed for only 2628 SSRs, out of which 30 primers were randomly selected from defense-related genes to confirm their efficiency. This information will make the improvement of banana cultivars easier by facilitating the selection of resistance genes as well as the development of trait-specific markers.

Transcriptome analysis of banana (Musa balbisiana) basedon next-generation sequencing technology

Banana (Musa spp.) is an important tropical fruit with high commercial potential. Musa balbisiana (B genome) is a progenitor of one of the most cultivated banana species and exhibits unique traits, including resistance or tolerance to many biotic and abiotic stresses. RNA sequencing of the Musa B genome would provide a vast array of transcriptomic information that could lead to the development of trait-specific markers and the discovery of new genes and regulatory sequences involved in resistance mechanisms. Thus, transcriptome sequencing was performed in Musa B genome accession Attikol using the Ion Torrent platform. This led to the generation of about 4.5 million paired-end reads, which were assembled using the MIRA assembler. The assembly produced 82,413 unique transcripts with a mean length of approximately 113 bp. The sequence similarity search against the Swiss-Prot database resulted in the identification of 35,783 unique transcripts (62.18%). Out of these, 193,826 gene ontology terms were assigned to unique transcripts. Functional annotation against PlantCYC pathway database identified 20,696 unique transcripts, which were mapped to 455 pathways. About 4780 simple sequence repeats (SSRs) were obtained from 82,413 unique transcripts. Primers could be designed for only 2628 SSRs, out of which 30 primers were randomly selected from defense-related genes to confirm their efficiency. This information will make the improvement of banana cultivars easier by facilitating the selection of resistance genes as well as the development of trait-specific markers.

___

  • Altschul SF, Madden TL, Schaffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ (1997). Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 25: 3389–3402.
  • Apweiler R, Bairoch A, Wu CH, Barker WC, Boeckmann B, Ferro S, Gasteiger E, Huang H, Lopez R, Magrane M et al. (2004). UniProt: the universal protein knowledgebase. Nucleic Acids Res 32: D115–D119.
  • Backiyarani S, Uma S, Varatharj P, Saraswathi MS (2013). Mining of EST-SSR markers of Musa and their transferability studies among the members of order the Zingiberales. Appl Biochem Biotechnol 169: 228–238.
  • Cardle L, Ramsay L, Milbourne D, Macaulay M, Marshall D, Waugh R (2000). Computational and experimental characterization of physically clustered simple sequence repeats in plants. Genetics 156: 847–854.
  • Crowhurst RN, Gleave AP, MacRae EA, Ampomah-Dwamena C, Atkinson RG, Beuning LL, Bulley SM, Chagne D, Marsh KB, Matich AJ et al. (2008). Analysis of expressed sequence tags from Actinidia: applications of a cross species EST database for gene discovery in the areas of flavor, health, color and ripening. BMC Genomics 9: 351–377.
  • Davey MW, Gudimella R, Harikrishna JA, Sin LW, Khalid N, Keulemans J (2013). A draft Musa balbisiana genome sequence for molecular genetics in polyploid, inter- and intra-specific Musa hybrids. BMC Genomics 14: 683–703.
  • Deschamps S, Llaca V, May GD (2012). Genotyping-by-sequencing in plants. Biology 1: 460–483.
  • D’Hont A, Denoeud F, Aury JM, Baurens FC, Carreel F, Garsmeur O, Noel B, Bocs S, Droc G, Rouard M et al. (2012). The banana (Musa acuminata) genome and the evolution of monocotyledonous plants. Nature 488: 213–217.
  • Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q et al. (2011). Full length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotech 29: 644–652.
  • Hobert O (2010). The impact of whole genome sequencing on model system genetics: get ready for the ride. Genetics 184: 317–319.
  • Jones JDG, Dangl JL (2006). The plant immune system. Nature 444: 323–329.
  • Lescot M, Piffanelli P, Ciampi AY, Ruiz M, Blanc G, Leebens-Mack J, da Silva FR, Santos CM, D’Hont A, Garsmeur O et al. (2008). Insights into the Musa genome: Syntenic relationships to rice and between Musa species. BMC Genomics 9: 58.
  • Li CY, Deng GM, Yang J, Viljoen A, Jin Y, Kuang RB, Zuo CW, Lv ZC, Yang QS, Sheng O et al. (2012). Transcriptome profiling of resistant and susceptible Cavendish banana roots following inoculation with Fusarium oxysporum f. sp. cubense tropical race 4. BMC Genomics 13: 374–385.
  • Liu M,  Qiao G,  Jiang J,  Yang H,  Xie L,  Xie J, Zhuo R  (2012). Transcriptome sequencing and  de novo  analysis for Ma bamboo (Dendrocalamus latiflorus Munro) using the Illumina platform. PLoS ONE 7: e46766.
  • Liu Q, Zhu A, Chai L, Zhou W, Yu K, Ding J, Xu J, Deng X (2009). Transcriptome analysis of a spontaneous mutant in sweet orange [Citrus sinensis (L.) Osbeck] during fruit development. J Exp Bot 60: 801–813.
  • Luo H, Sun C, Li Y, Wu Q, Song J, Wang D, Jia X, Li R, Chen S (2010). Analysis of expressed sequence tags from the Huperzia serrata leaf for gene discovery in the areas of secondary metabolites biosynthesis and development regulation. Physiol Plant 139: 1–12.
  • Margulies M, Egholm M, Altman WE, Attiya S, Bader JS, Bemben LA, Berka J, Braverman MS, Chen YJ, Chen Z et al. (2005). Genome sequencing in micro fabricated high-density picolitre reactors. Nature 437: 376–380.
  • Meyer E, Aglyamova GV, Wang S, Buchanan-Carter J, Abrego D, Colbourne JK, Willis BL, Matz MV (2009). Sequencing and de novo analysis of a coral larval transcriptome using 454 GSFlx. BMC Genomics 10: 219–235.
  • Newcomb RD, Crowhurst RN, Gleave AP, Rikkerink EH, Allan AC, Beuning LL, Bowen JH, Gera E, Jamieson KR, Janssen BJ et al. (2006). Analyses of expressed sequence tags from apple. Plant Physiol 141: 147–166.
  • Nürnberger T, Kemmerling B (2009). PAMP-triggered basal immunity in plants. Adv Bot Res 51: 1–38.
  • Nwakanma DC, Pillay M, Okoli BE, Tenkouano A (2003). Sectional relationships in the genus Musa L. inferred from the PCR-RFLP of organelle DNA sequences. Theor Appl Genet 107: 850–856.
  • Ong WD, Voo LY, Kumar VS (2012). De novo assembly, characterization and functional annotation of pineapple fruit transcriptome through massively parallel sequencing. PLoS ONE 7: e46937.
  • Ortiz R, Swennen R (2014). From cross breeding to biotechnology- facilitated improvement of banana and plantain. Biotechnol Adv 32: 158–169.
  • Passos MA, de Oliveira Cruz V, Emediato FL, de Camargo Teixeira C, Souza MT Jr, Matsumoto T, Rennó Azevedo VC, Ferreira CF, Amorim EP, de Alencar Figueiredo LF et al. (2012). Development of expressed sequence tag and EST-SSR marker resources for Musa acuminata. AoB PLANTS 2012: pls030.
  • Passos MAN, de Cruz VO, Emediato FL, de Teixeira CC, Azevedo VC, Brasileiro AC, Amorim EP, Ferreira CF, Martins NF, Togawa RC et al. (2013). Analysis of the leaf transcriptome of Musa acuminata during interaction with Mycosphaerella musicola: gene assembly, annotation and marker development. BMC Genomics 14: 78.
  • Peng JH, Lapitan N L (2005). Characterization of EST-derived microsatellites in the wheat genome and development of eSSR markers. Funct Integr Genomics 5: 8–96.
  • Perrier X, De Langhe E, Donohue M, Lentfer C, Vrydaghs L, Bakry F, Carreel F, Hippolyte I, Horry JP, Jenny C et al. (2011). Multidisciplinary perspectives on banana (Musa spp.) domestication. P Natl Acad Sci USA 108: 11311–11318.
  • Petit RJ, Deguilloux MF, Chat J, Grivet D, Garnier-Géré P, Vendramin GG (2005). Standardizing for microsatellite length in comparisons of genetic diversity. Mol Ecol 14: 885–890.
  • Quail MA, Smith M, Coupland P, Otto TD, Harris SR, Connor TR, Bertoni A, Swerdlow HP, Gu Y (2102). A tale of three next generation sequencing platforms: comparison of Ion Torrent, Pacific Biosciences and Illumina MiSeq sequencers. BMC Genomics 13: 341.
  • Ravi I, Uma S (2011). Phenotyping bananas and plantains for adaptation to drought. In: Monneveux P, Ribaut JM, editors. Drought Phenotyping in Crops: From Theory to Practice. Texcoco, Mexico: CGIAR Generation Challenge Programme/ CIMMYT.
  • Ravi I, Uma S, Mayil Vaganan M, Mustaffa MM (2013). Phenotyping bananas for drought resistance. Front Physiol 4: 9.
  • Scott KD, Eggler P, Seaton G, Rossetto M, Ablett EM, Lee LS, Henry RJ (2000). Analysis of SSRs derived from grape ESTs. Theor Appl Genet 100: 723–726.
  • Simmonds NW (1962a). Where our bananas come from. New Scientist (Reed Business Information) 16: 36–39.
  • Simmonds NW (1962b). The Evolution of the Bananas. London, UK: Longman Group Ltd.
  • Simmonds NW (1973). Bananas. 2nd ed. London, UK: Longmans, Green & Co.
  • Sotto RC, Rabara RC (2000). Morphological diversity of Musa balbisiana Colla in the Philippines. Infomusa 9: 28–30.
  • Swarupa V, Ravishankar KV, Rekha A (2013). Characterization of tolerance to Fusarium oxysporum f.sp., cubense infection in banana using suppression subtractive hybridization and gene expression analysis. Physiol Mol Plant Pathol 83: 1–7.
  • Temnykh S, DeClerck G, Lukashova A, Lipovich L, Cartinhour S, McCouch S (2001). Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. Genome Res 11: 1441–1452.
  • Uma S, Saraswathi MS, Durai P, Sathiamoorthy S (2006a). Diversity and distribution of section Rhodochlamys (Genus Musa, Musaceae) in India and breeding potential for banana improvement programmes. Plant Genetic Resource Newsletter 146: 17–23.
  • Uma S, Siva SA, Saraswathi MS, Manickavasagam M, Durai P, Selvarajan R, Sathiamoorthy S (2006b). Variation and intraspecific relationship in Indian wild Musa balbisiana (BB) population an evidenced by random amplified polymorphic DNA. Genet Resources Crop Evol 53: 349–355.
  • Varshney RK, Graner A, Sorrells ME (2005). Genic microsatellite markers in plants: features and applications. Trends Biotechnol 23: 48–55.
  • Varshney RK, Grosse I, Hahnel U, Siefken R, Prasad M, Stein N, Langridge P, Altschmied L, Graner A (2006). Genetic mapping and BAC assignment of EST-derived SSR markers shows non uniform distribution of genes in the barley genome. Theor Appl Genet 113: 239–250.
  • Wang Y, Chung SJ, Song WO, Chun OK (2011). Estimation of daily proanthocyanidin intake and major food sources in the U.S. diet. J Nutr 141: 447–452.
  • Wang Z, Gerstein M, Snyder M (2009). RNA-Seq: a revolutionary tool for transcriptomics. Nat Rev Genet 10: 57–63.
  • Wong C, Kiew R, Argent G, Set O, Lee SK, Gon TY (2002). Assessment of validity in the sections in Musa (Musaceae) using AFLP. Ann Bot 90: 231–238.
  • You FM, Huo N, Gu YQ, Luo MC, Ma Y, Hane D, Lazo GR, Dvorak J, Anderson OD (2008). BatchPrimer3: a high throughput web application for PCR and sequencing primer designing. BMC Bioinformatics 9: 253–266.
  • Yu JK, La Rota M, Kantety RV, Sorrells ME (2004). EST derived SSR markers for comparative mapping in wheat and rice. Mol Genet Genomics 271: 742–751.
  • Zhang P, Dreher K, Karthikeyan A, Chi A, Pujar A, Caspi R, Karp P, Kirkup V, Latendresse M, Lee C et al. (2010). Creation of a genome-wide metabolic pathway database for Populus trichocarpa using a new approach for reconstruction and curation of metabolic pathways for plants. Plant Physiol 153: 1479–1491.
Turkish Journal of Agriculture and Forestry-Cover
  • ISSN: 1300-011X
  • Yayın Aralığı: Yılda 6 Sayı
  • Yayıncı: TÜBİTAK
Sayıdaki Diğer Makaleler

Clonal propagation and synthetic seed production from nodal segments ofCape gooseberry (Physalis peruviana L.), a tropical fruit plant

BAHTİYAR BUHARA YÜCESAN, ALİYU MOHAMMED, MERVE ARSLAN, EKREM GÜREL

Changes in enzymatic and nonenzymatic antioxidant defense mechanisms of canola seedlings at different drought stress and nitrogen levels

Seyed Ahmad Kalantar AHMADI, Ali EBADI, Sodabeh JAHANBAKHSH, Jahanfar DANESHIAN, Seyed Ataolah SIADAT

Short-term hydrological responses to silvicultural treatments withina stream buffer zone: a case study

Ferhat KARA, Latif KALIN, Edward Francis LOEWENSTEIN

Response of bread-wheat seedlings to waterlogging stress

MURAT TİRYAKİOĞLU, SEMA KARANLIK, MEHMET ARSLAN

Effect of strainer type, spray pressure, and orifice size on the discharge coefficient of standard flat-fan nozzles

Bahadir SAYINCI

Physical and chemical properties of recently deposited sediments in the reservoir of the Borçka Dam in Artvin, Turkey

Bülent TURGUT, Mehmet ÖZALP, Bahtiyar KÖSE

Incidence of microbial infections revealed by assessing nodulation infield-collected insects from Adana Province

Hasan TUNAZ, Mehmet Kubilay ER, Ali Arda IŞIKBER

Radiation, water, and nitrogen use efficiencies of Gossypium hirsutum L.

Shakeel AHMAD, ILYAS RAZA, DİLBAUGH MUHAMMAD, HAKOOMAT ALI, SAJJAD HUSSAIN, HÜLYA DOĞAN, MUHAMMAD ZIAULHAQ

Influences of different iron levels on plant growth and photosynthesis of W. Murcott mandarin grafted on two rootstocks under high pH conditions

MERAL İNCESU, TURGUT YEŞİLOĞLU, BERKEN ÇİMEN, BİLGE YILMAZ

Elevated atmospheric temperature and CO2 altered the growth, carbon, and nitrogen distribution and the rhizosphere properties of Platanus occidentalis L. seedlings

Venecio U. Ultra JR., Sim-hee HAN