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Development of transcriptome shotgun assembly-derived markers in bunching onion (Allium fistulosum)

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Abstract

Bunching onion (Allium fistulosum L.) is one of the most important vegetables in Japan. Although expressed sequence tag (EST)-derived markers for bulb onion (A. cepa L.) have been developed from medium-scale sequencing, comparable EST sequences in bunching onion are lacking. In this study, we obtained 54,903 bunching onion unigenes using transcriptome shotgun assembly (TSA) and two next-generation sequencing technologies, GS-FLX and HiSeq 2000. When bunching onion and bulb onion unigenes were compared, 10,688 were estimated as reciprocal best-hit relationships. In the bunching onion TSA sequences, we discovered 2,396 di- to pentanucleotide simple sequence repeat (SSR) motifs and 5,505 exon–intron boundary sites. Moreover, we detected 9,002 single nucleotide polymorphisms and 4,335 insertion–deletion (InDel) by comparing sequence reads obtained from two inbred lines, “F” and “A.” TSA-derived SSR, cleaved amplified polymorphic sequences, InDels and intron-spanning markers were used to develop a linkage map. The genetic map, designated the FA map, contained 17 linkage groups with 364 markers (190 bunching onion TSAs, 96 bunching onion genomic SSRs, 39 bulb onion ESTs and 4 other markers) and covered a distance of 1,150 cM.

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Abbreviations

CAPS:

Cleaved amplified polymorphic sequence

EST:

Expressed sequence tag

gSSR:

Genomic simple sequence repeat

InDel:

Insertion–deletion

NGS:

Next-generation sequencing

PCR:

Polymerase chain reaction

SNP:

Single nucleotide polymorphism

SSR:

Simple sequence repeat

TSA:

Transcriptome shotgun assembly

HRM:

High-resolution melting

References

  • Baldwin S, Pither-Joyce M, Wright K, Chen L, McCallum J (2012a) Development of robust genomic simple sequence repeat markers for estimation of genetic diversity within and among bulb onion (Allium cepa L.) populations. Mol Breed 30:1401–1411

    Article  CAS  Google Scholar 

  • Baldwin S, Revanna R, Thomson S, Pither-Joyce M, Wright K, Crowhurst R, Fiers M, Chen L, Macknight R, McCallum JA (2012b) Toolkit for bulk PCR-based marker design from next-generation sequence data: application for development of a framework linkage map in bulb onion (Allium cepa L.). BMC Genom 13:637

    Article  CAS  Google Scholar 

  • Baldwin S, Revanna R, Pither-Joyce M, Shaw M, Wright K, Thomson S, Moya L, Lee R, Macknight R, McCallum JA (2014) Genetic analyses of bolting in bulb onion (Allium cepa L.). Theor Appl Genet 127:535–547

    Article  CAS  PubMed  Google Scholar 

  • Croxford AE, Rogers T, Caligari PD, Wilkinson MJ (2008) High-resolution melt analysis to identify and map sequence-tagged site anchor points onto linkage maps: a white lupin (Lupinus albus) map as an exemplar. New Phytol 180:594–607

    Article  CAS  PubMed  Google Scholar 

  • Duangjit J, Bohanec B, Chan APC, Town CDC, Havey MJD (2013) Transcriptome sequencing to produce SNP-based genetic maps of onion. Theor Appl Genet 126:2093–2101

    Article  CAS  PubMed  Google Scholar 

  • Fischer D, Bachmann K (2000) Onion microsatellites for germplasm analysis and their use in assessing intra- and interspecific relatedness within the subgenus Rhizirideum. Theor Appl Genet 101:153–164

    Article  CAS  Google Scholar 

  • Frary A, Xu YM, Liu JP, Mitchell S, Tedeschi E, Tanksley S (2005) Development of a set of PCR-based anchor markers encompassing the tomato genome and evaluation of their usefulness for genetics and breeding experiments. Theor Appl Genet 111:291–312

    Article  CAS  PubMed  Google Scholar 

  • Fukuoka H, Nunome T, Minamiyama Y, Kono I, Namiki N, Kojima A (2005) Read2Marker: a data processing tool for microsatellite marker development from a large data set. Biotechniques 39:472–476

    Article  CAS  PubMed  Google Scholar 

  • Jakše J, Meyer JDF, Suzuki G, McCallum J, Cheung F, Town CD, Havey MJ (2008) Pilot sequencing of onion genomic DNA reveals fragments of transposable elements, low gene densities, and significant gene enrichment after methyl filtration. Mol Genet Genom 280:287–292

    Article  PubMed  Google Scholar 

  • Jones CJ, Edwards KJ, Castaglione S, Winfield MO, Sala F, van de Wiel C, Bredemeijer G, Vosman B, Matthes M, Daly A, Brettschneider R, Bettini R, Buiatti M, Maestri E, Malcevschi A, Marmiroli N, Aert R, Volckaert G, Rueda J, Linacero R, Vazquez A, Karp A (1997) Reproducibility testing of RAPD, AFLP and SSR markers in plants by a network of European laboratories. Mol Breed 3:381–390

    Article  CAS  Google Scholar 

  • Kim DW, Jung TS, Nam SH, Kwon HR, Kim A, Chae SH, Choi SH, Kim DQ, Kim RN, Park HS (2009) GarlicESTdb: an online database and mining tool for garlic EST sequences. BMC Plant Biol 9:61

    Article  PubMed Central  PubMed  Google Scholar 

  • Kirk JTO, Rees H, Evans G (1970) Base composition of nuclear DNA within the genus Allium. Heredity 25:507–512

    Article  CAS  Google Scholar 

  • Kosambi D (1944) The estimation of map distance from recombination values. Ann Eugen 12:172–175

    Article  Google Scholar 

  • Kuhl JC, Cheung F, Yuan Q, Martin W, Zewdie Y, MaCallum J, Catanach A, Rutherford P, Sink KC, Jenderk M, Prince JP, Town CD, Havey MJ (2004) A unique set of 11,008 onion expressed sequence tags reveals expressed sequence and genomic differences between the monocot orders Asparagales and Poales. Plant Cell 16:114–125

    Article  PubMed Central  PubMed  Google Scholar 

  • Kukita Y, Hayashi K (2002) Multicolor post-PCR labeling of DNA fragments with fluorescent ddNTPs. Biotechniques 33:502–506

    CAS  PubMed  Google Scholar 

  • Lander E, Green P, Abrahamson J, Barlow A, Daly M, Lincoln S, Newburg L (1987) MAPMAKER: an interactive computer package for constructing primary genetic linkage maps of experimental and natural populations. Genomics 1:174–181

    Article  CAS  PubMed  Google Scholar 

  • MAFF (2013) The ranking of major crops for annual output in Japan, 2011. http://www.e-stat.go.jp/SG1/estat/List.do?lid=000001104918 (in Japanese)

  • Martin WJ, McCallum J, Shigyo M, Jakše J, Kuhl JC, Yamane N, Pither-Joyce M, Gökçe AF, Sink KC, Town CD, Havey MJ (2005) Genetic mapping of expressed sequences in onion and in silico comparisons with rice show scant colinearity. Mol Gen Genom 274:197–204

    Article  CAS  Google Scholar 

  • Masamura N, McCallum J, Khrustaleva L, Kenel F, Pither-Joyce M, Shono J, Suzuki G, Mukai Y, Yamauchi N, Shigyo M (2012) Chromosomal organization and sequence diversity of genes encoding lachrymatory factor synthase in Allium cepa L. Genes Genomes Genetics 2:643–651

    PubMed Central  CAS  PubMed  Google Scholar 

  • McCallum J, Clarke A, Pither-Joyce M, Shaw M, Butler R, Brash D, Scheffer J, Sims I, van Heusden S, Shigyo M, Havey MJ (2006) Genetic mapping of a major gene affecting onion bulb fructan content. Theor Appl Genet 112:958–967

  • McCallum J, Pither-Joyce M, Shaw M, Kanel F, Davis S, Butler R, Schffer J, Jakše J, Havey MJ (2007) Genetic mapping of sulfur assimilation genes a QTL for bulb onion pungency. Theor Appl Genet 114:815–822

    Article  CAS  PubMed  Google Scholar 

  • McCallum J, Baldwin S, Shigyo M, Deng Y, van Heusden S, Pither-Joyce M, Kanel F (2012) AlliumMap: a comparative genomics resource for cultivated Allium vegetables. BMC Genom 13:168

    Article  CAS  Google Scholar 

  • Ohara T, Song YS, Tsukazaki H, Wako T, Nunome T, Kojima A (2005) Construction of a genetic linkage map of Japanese bunching onion (Allium fistulosum) based on AFLP and SSR markers. Euphytica 144:255–263

    Article  CAS  Google Scholar 

  • Ohyama A, Asamizu E, Negoro S, Miyatake K, Yamaguchi H, Tabata S, Fukuoka H (2009) Characterization of tomato SSR markers developed using BAC-end and cDNA sequences from genome databases. Mol Breed 23:685–691

    Article  CAS  Google Scholar 

  • Reed GH, Wittwer CT (2004) Sensitivity and specificity of single-nucleotide polymorphism scanning by high-resolution melting analysis. Clin Chem 50:1748–1754

    Article  CAS  PubMed  Google Scholar 

  • Ricroch A, Yockteng R, Brown SC, Nadot S (2005) Evolution of genome size across some cultivated Allium species. Genome 48:511–520

    Article  CAS  PubMed  Google Scholar 

  • Rozen S, Skaletsky HJ (2000) Primer 3 on the WWW for general users and for biologist programmers. In: Krawetz S, Misener S (eds) Bioinformatics methods and protocols: methods in molecular biology. Humana Press, Totowa, pp 365–386

    Google Scholar 

  • Song YS, Suwabe K, Wako T, Ohara T, Nunome T, Kojima A (2004) Development of microsatellite markers in bunching onion (Allium fistulosum L.). Breed Sci 54:361–365

    Article  CAS  Google Scholar 

  • Stack SM, Coming DE (1979) The chromosomes an DNA of Allium cepa. Chromosoma 70:161–181

    Article  CAS  Google Scholar 

  • Sun X, Zhou S, Meng F, Liu S (2012) De novo assembly and characterization of the garlic (Allium sativum) bud transcriptome by Illumina sequencing. Plant Cell Rep 31:1823–1828

    Article  CAS  PubMed  Google Scholar 

  • Suzuki G, Do GS, Mukai Y (2002) Efficient storage and screening system for onion BAC clones. Breed Sci 52:157–159

    Article  CAS  Google Scholar 

  • Thiel T, Michalek W, Varshney RK, Graner A (2003) Exploiting EST databases for the development and characterization of gene-derived SSR-markers in barley (Hordeum vulgare L.). Theor Appl Genet 106:411–422

    CAS  PubMed  Google Scholar 

  • Tsukazaki H, Nunome T, Fukuoka H, Kanamori H, Kono I, Yamashita K, Wako T, Kojima A (2007) Isolation of 1,796 SSR clones from SSR-enriched DNA libraries of bunching onion (Allium fistulosum). Euphytica 157:83–94

    Article  CAS  Google Scholar 

  • Tsukazaki H, Yamashita K, Yaguchi S, Masuzaki S, Fukuoka H, Yonemaru J, Kanamori H, Kono I, Hang TTH, Shigho M, Kojima A, Wako T (2008) Construction of SSR-based chromosome map in bunching onion (Allium fistulosum). Theor Appl Genet 117:1213–1223

    Article  CAS  PubMed  Google Scholar 

  • Tsukazaki H, Yamashita K, Yaguchi S, Yamashita K, Hagihara T, Shigyo M, Kojima A, Wako T (2011) Direct determination of the chromosomal location of bunching onion and bulb onion markers using bunching onion-shallot monosomic additions and allotriploid-bunching onion single alien deletions. Theor Appl Genet 122:501–510

    Article  PubMed  Google Scholar 

  • Tsukazaki H, Yamashita K, Yaguchi S, Yamashita K, Hagihara T, Shigyo M, Kojima A, Wako T (2012) QTL analysis for pseudostem pungency in bunching onion (Allium fistulosum). Mol Breed 30:1689–1698

    Article  CAS  Google Scholar 

  • Ujino-Ihara T, Taguchi Y, Moriguchi Y, Tsumura Y (2010) An efficient method for developing SNP markers based on EST data combined with high resolution melting (HRM) analysis. BMC Res Notes 3:51

    Article  PubMed Central  PubMed  Google Scholar 

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Acknowledgments

We are grateful to Mss. K. Tanaka and S. Negoro for technical assistance. This work was supported by Grants-in-Aid for Kakenhi (C) (24580014) and the Strategic Japanese-New Zealand Cooperative Program on “Functional Food” (FY2011), the Japanese Society for Promotion of Science and the “Development of Genome Information Database System for Innovation of Crop and Livestock Production,” Ministry of Agriculture, Forestry and Fisheries of Japan.

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Correspondence to Tadayuki Wako.

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Hikaru Tsukazaki and Shigenori Yaguchi have contributed equally to this publication.

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Tsukazaki, H., Yaguchi, S., Sato, S. et al. Development of transcriptome shotgun assembly-derived markers in bunching onion (Allium fistulosum). Mol Breeding 35, 55 (2015). https://doi.org/10.1007/s11032-015-0265-x

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