Skip to main content

Databases and Tools for the Analysis of the Barley Genome

  • Chapter
  • First Online:
The Barley Genome

Part of the book series: Compendium of Plant Genomes ((CPG))

Abstract

Ever-increasing advances seen in barley genome sequencing over the last years have enabled scientists to generate databases and tools specially designed in helping researchers and breeders. Both genomic as well as expressed sequences were obtained through various experimental setups ranging from BAC sequencing over Illumina iSelect 9k SNP chip to RNA-Seq to form heterogeneous datasets. Where possible datasets were crosslinked and enriched in information to build a basis for further research. Ensembl Plants, a web portal designed for exploring genomic data for various plant species, have been utilized to explore differences and similarities between barley and its related species. Furthermore, the barley genome explorer BARLEX was constructed to be the central repository and hub of genomic sequences of barley sequencing efforts. Powerful visualizations of interconnected BACs and other sequencing information enable to backtrack every position that makes up the barley reference sequence and help in understanding the connection to other datasets. Further tools utilizing other barley data are discussed and described for more specialized use cases. Last but not least a list of URLs is given for a comprehensive overview of barley-centric resources.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Abbreviations

AA:

Amino acid

AGP:

A golden path (filetype)

AHRD:

Automatic assignment of human-readable description

BAC:

Bacterial artificial chromosome

BLAST:

Basic local alignment search tool

CDS:

Coding sequence

cDNA:

Copy DNA

CSH:

Cold Spring Harbor laboratory

DNA:

Deoxyribonucleic acid

EBI:

European Bioinformatics Institute

EI:

Earlham Institute (formerly TGAC)

EST:

Expressed sequence tag

FPC:

Fingerprinted contig

FTP:

File transfer protocol

GO:

Gene ontology

HC:

High confidence

HTML:

Hypertext markup language

IBSC:

International Barley Genome Sequencing Consortium

IPK:

Leibniz Institute of Plant Genetics and Crop Plant Research

Iso-Seq:

Isoform sequencing

JHI:

James Hutton Institute

LC:

Low confidence

PGSB:

Plant Genome and Systems Biology unit at the Helmholtz Center Munich

QTL:

Quantitative trait loci

RNA:

Ribonucleic acid

RNA-Seq:

RNA sequencing

SNP:

Single nucleotide polymorphism

TAIR:

The Arabidopsis Information Resource

TCAP:

Triticeae Coordinated Agricultural Project

TGAC:

The Genome Analysis Centre

WGS:

Whole genome shotgun

XML:

Extensible markup language

References

  • Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ (1990) Basic local alignment search tool. J Mol Biol 215(3):403–410. https://doi.org/10.1016/S0022-2836(05)80360-2

    Article  PubMed  CAS  Google Scholar 

  • Ariyadasa R, Mascher M, Nussbaumer T, Schulte D, Frenkel Z, Poursarebani N, Zhou R, Steuernagel B, Gundlach H, Taudien S, Felder M, Platzer M, Himmelbach A, Schmutzer T, Hedley PE, Muehlbauer GJ, Scholz U, Korol A, Mayer KF, Waugh R, Langridge P, Graner A, Stein N (2014) A sequence-ready physical map of barley anchored genetically by two million single-nucleotide polymorphisms. Plant Physiol 164(1):412–423. https://doi.org/10.1104/pp.113.228213

    Article  PubMed  CAS  Google Scholar 

  • Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT, Harris MA, Hill DP, Issel-Tarver L, Kasarskis A, Lewis S, Matese JC, Richardson JE, Ringwald M, Rubin GM, Sherlock G (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25(1):25–29. https://doi.org/10.1038/75556

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Baker K, Dhillon T, Colas I, Cook N, Milne I, Milne L, Bayer M, Flavell AJ (2015) Chromatin state analysis of the barley epigenome reveals a higher-order structure defined by H3K27me1 and H3K27me3 abundance. Plant J Cell Mol Biol 84(1):111–124. https://doi.org/10.1111/tpj.12963

    Article  CAS  Google Scholar 

  • Blake VC, Birkett C, Matthews DE, Hane DL, Bradbury P, Jannink JL (2016) The triticeae toolbox: combining phenotype and genotype data to advance small-grains breeding. Plant Genome 9(2). https://doi.org/10.3835/plantgenome2014.12.0099

  • Bolser DM, Staines DM, Perry E, Kersey PJ (2017) Ensembl plants: integrating tools for visualizing, mining, and analyzing plant genomic data. Methods Mol Biol 1533:1–31. https://doi.org/10.1007/978-1-4939-6658-5_1

    Article  CAS  PubMed  Google Scholar 

  • Carollo V, Matthews DE, Lazo GR, Blake TK, Hummel DD, Lui N, Hane DL, Anderson OD (2005) GrainGenes 2.0. An improved resource for the small-grains community. Plant Physiol 139(2):643–651. https://doi.org/10.1104/pp.105.064485

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Colmsee C, Beier S, Himmelbach A, Schmutzer T, Stein N, Scholz U, Mascher M (2015) BARLEX—the barley draft genome explorer. Mol Plant 8(6):964–966. https://doi.org/10.1016/j.molp.2015.03.009

    Article  PubMed  CAS  Google Scholar 

  • Comadran J, Kilian B, Russell J, Ramsay L, Stein N, Ganal M, Shaw P, Bayer M, Thomas W, Marshall D, Hedley P, Tondelli A, Pecchioni N, Francia E, Korzun V, Walther A, Waugh R (2012) Natural variation in a homolog of Antirrhinum CENTRORADIALIS contributed to spring growth habit and environmental adaptation in cultivated barley. Nat Genet 44(12):1388–1392. https://doi.org/10.1038/ng.2447

    Article  PubMed  CAS  Google Scholar 

  • Deng W, Nickle DC, Learn GH, Maust B, Mullins JI (2007) ViroBLAST: a stand-alone BLAST web server for flexible queries of multiple databases and user’s datasets. Bioinformatics 23(17):2334–2336. https://doi.org/10.1093/bioinformatics/btm331

    Article  PubMed  CAS  Google Scholar 

  • Dey S, Wenig M, Langen G, Sharma S, Kugler KG, Knappe C, Hause B, Bichlmeier M, Babaeizad V, Imani J (2014) Bacteria-triggered systemic immunity in barley is associated with WRKY and ETHYLENE RESPONSIVE FACTORs but not with salicylic acid. Plant Physiol 166(4):2133–2151

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Finn RD, Attwood TK, Babbitt PC, Bateman A, Bork P, Bridge AJ, Chang HY, Dosztanyi Z, El-Gebali S, Fraser M, Gough J, Haft D, Holliday GL, Huang H, Huang X, Letunic I, Lopez R, Lu S, Marchler-Bauer A, Mi H, Mistry J, Natale DA, Necci M, Nuka G, Orengo CA, Park Y, Pesseat S, Piovesan D, Potter SC, Rawlings ND, Redaschi N, Richardson L, Rivoire C, Sangrador-Vegas A, Sigrist C, Sillitoe I, Smithers B, Squizzato S, Sutton G, Thanki N, Thomas PD, Tosatto SC, Wu CH, Xenarios I, Yeh LS, Young SY, Mitchell AL (2017) InterPro in 2017-beyond protein family and domain annotations. Nucleic Acids Res 45(D1):D190–D199. https://doi.org/10.1093/nar/gkw1107

    Article  PubMed  CAS  Google Scholar 

  • Finn RD, Clements J, Arndt W, Miller BL, Wheeler TJ, Schreiber F, Bateman A, Eddy SR (2015) HMMER web server: 2015 update. Nucleic Acids Res 43(W1):W30–38. https://doi.org/10.1093/nar/gkv397

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Finn RD, Coggill P, Eberhardt RY, Eddy SR, Mistry J, Mitchell AL, Potter SC, Punta M, Qureshi M, Sangrador-Vegas A, Salazar GA, Tate J, Bateman A (2016) The Pfam protein families database: towards a more sustainable future. Nucleic Acids Res 44(D1):D279–285. https://doi.org/10.1093/nar/gkv1344

    Article  PubMed  CAS  Google Scholar 

  • Gene Ontology Consortium (2015) Gene ontology consortium: going forward. Nucleic Acids Res 43(D1):D1049–D1056

    Article  CAS  Google Scholar 

  • International Barley Genome Sequencing Consortium, Mayer KF, Waugh R, Brown JW, Schulman A, Langridge P, Platzer M, Fincher GB, Muehlbauer GJ, Sato K, Close TJ, Wise RP, Stein N (2012) A physical, genetic and functional sequence assembly of the barley genome. Nature 491(7426):711–716. https://doi.org/10.1038/nature11543

    Article  PubMed  CAS  Google Scholar 

  • International Wheat Genome Sequencing Consortium (2014) A chromosome-based draft sequence of the hexaploid bread wheat (Triticum aestivum) genome. Science 345(6194):1251788. https://doi.org/10.1126/science.1251788

    Article  CAS  Google Scholar 

  • Kersey PJ, Allen JE, Armean I, Boddu S, Bolt BJ, Carvalho-Silva D, Christensen M, Davis P, Falin LJ, Grabmueller C, Humphrey J, Kerhornou A, Khobova J, Aranganathan NK, Langridge N, Lowy E, McDowall MD, Maheswari U, Nuhn M, Ong CK, Overduin B, Paulini M, Pedro H, Perry E, Spudich G, Tapanari E, Walts B, Williams G, Tello-Ruiz M, Stein J, Wei S, Ware D, Bolser DM, Howe KL, Kulesha E, Lawson D, Maslen G, Staines DM (2016) Ensembl Genomes 2016: more genomes, more complexity. Nucleic Acids Res 44(D1):D574–580. https://doi.org/10.1093/nar/gkv1209

    Article  PubMed  CAS  Google Scholar 

  • Kurtz S (2003) The Vmatch large scale sequence analysis software. Ref Type: Computer Program:4–12

    Google Scholar 

  • Lamesch P, Berardini TZ, Li D, Swarbreck D, Wilks C, Sasidharan R, Muller R, Dreher K, Alexander DL, Garcia-Hernandez M, Karthikeyan AS, Lee CH, Nelson WD, Ploetz L, Singh S, Wensel A, Huala E (2012) The Arabidopsis Information Resource (TAIR): improved gene annotation and new tools. Nucleic Acids Res 40 (Database issue):D1202–1210. https://doi.org/10.1093/nar/gkr1090

  • Lange M, Spies K, Colmsee C, Flemming S, Klapperstück M, Scholz U (2009) The LAILAPS search engine: a feature model for relevance ranking in life science databases. J Integr Bioinform 7(3):183–200

    Google Scholar 

  • Lopes CT, Franz M, Kazi F, Donaldson SL, Morris Q, Bader GD (2010) Cytoscape Web: an interactive web-based network browser. Bioinformatics 26(18):2347–2348. https://doi.org/10.1093/bioinformatics/btq430

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Martis MM, Zhou R, Haseneyer G, Schmutzer T, Vrana J, Kubalakova M, Konig S, Kugler KG, Scholz U, Hackauf B, Korzun V, Schon CC, Dolezel J, Bauer E, Mayer KF, Stein N (2013) Reticulate evolution of the rye genome. Plant Cell 25(10):3685–3698. https://doi.org/10.1105/tpc.113.114553

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Mascher M, Gundlach H, Himmelbach A, Beier S, Twardziok SO, Wicker T, Radchuk V, Dockter C, Hedley P, Russel J, Bayer M, Ramsay L, Liu H, Haberer G, Zhang X-Q, Zhang Q, Barrero RA, Li L, Taudien S, Groth M, Felder M, Hastie AR, Simkova H, Stankova H, Vrana J, Chan S, Munoz-Amatriain M, Ounit R, Wanamaker S, Bolser DM, Colmsee C, Schmutzer T, Aliyeva-Schnorr L, Grasso S, Tanskanen J, Chailyan A, Sampath D, Heavens D, Clissold L, Cao S, Chapman B, Dai F, Han Y, Li H, Li X, Lin C, McCooke JK, Tan C, Wang P, Wang S, Yin S, Zhou G, Poland JA, Bellgard MI, Borisjuk L, Houben A, Dolezel J, Ayling S, Lonardi S, Kersey PJ, Langridge P, Muehlbauer G, Clark MD, Caccamo M, Schulman AH, Mayer KFX, Platzer M, Close TJ, Scholz U, Hansson M, Zhang G, Braumann I, Spannagl M, Li C, Waugh R, Stein N (2017) A chromosome conformation capture ordered sequence of the barley genome. Nature 544(7651):427

    Google Scholar 

  • Mascher M, Muehlbauer GJ, Rokhsar DS, Chapman J, Schmutz J, Barry K, Munoz-Amatriain M, Close TJ, Wise RP, Schulman AH, Himmelbach A, Mayer KF, Scholz U, Poland JA, Stein N, Waugh R (2013a) Anchoring and ordering NGS contig assemblies by population sequencing (POPSEQ). Plant J Cell Mole Biol 76(4):718–727. https://doi.org/10.1111/tpj.12319

    Article  CAS  Google Scholar 

  • Mascher M, Richmond TA, Gerhardt DJ, Himmelbach A, Clissold L, Sampath D, Ayling S, Steuernagel B, Pfeifer M, D’Ascenzo M, Akhunov ED, Hedley PE, Gonzales AM, Morrell PL, Kilian B, Blattner FR, Scholz U, Mayer KF, Flavell AJ, Muehlbauer GJ, Waugh R, Jeddeloh JA, Stein N (2013b) Barley whole exome capture: a tool for genomic research in the genus Hordeum and beyond. Plant J Cell Mole Biol 76(3):494–505. https://doi.org/10.1111/tpj.12294

    Article  CAS  Google Scholar 

  • Mayer KF, Martis M, Hedley PE, Simkova H, Liu H, Morris JA, Steuernagel B, Taudien S, Roessner S, Gundlach H, Kubalakova M, Suchankova P, Murat F, Felder M, Nussbaumer T, Graner A, Salse J, Endo T, Sakai H, Tanaka T, Itoh T, Sato K, Platzer M, Matsumoto T, Scholz U, Dolezel J, Waugh R, Stein N (2011) Unlocking the barley genome by chromosomal and comparative genomics. Plant Cell 23(4):1249–1263. https://doi.org/10.1105/tpc.110.082537

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Middleton CP, Senerchia N, Stein N, Akhunov ED, Keller B, Wicker T, Kilian B (2014) Sequencing of chloroplast genomes from wheat, barley, rye and their relatives provides a detailed insight into the evolution of the triticeae tribe. PLoS ONE 9(3):e85761. https://doi.org/10.1371/journal.pone.0085761

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Moore G, Devos KM, Wang Z, Gale MD (1995) Cereal genome evolution. Grasses, line up and form a circle. Curr Biol CB 5(7):737–739

    Article  CAS  PubMed  Google Scholar 

  • Munoz-Amatriain M, Lonardi S, Luo M, Madishetty K, Svensson JT, Moscou MJ, Wanamaker S, Jiang T, Kleinhofs A, Muehlbauer GJ, Wise RP, Stein N, Ma Y, Rodriguez E, Kudrna D, Bhat PR, Chao S, Condamine P, Heinen S, Resnik J, Wing R, Witt HN, Alpert M, Beccuti M, Bozdag S, Cordero F, Mirebrahim H, Ounit R, Wu Y, You F, Zheng J, Simkova H, Dolezel J, Grimwood J, Schmutz J, Duma D, Altschmied L, Blake T, Bregitzer P, Cooper L, Dilbirligi M, Falk A, Feiz L, Graner A, Gustafson P, Hayes PM, Lemaux P, Mammadov J, Close TJ (2015) Sequencing of 15 622 gene-bearing BACs clarifies the gene-dense regions of the barley genome. Plant J Cell Mole Biol 84(1):216–227. https://doi.org/10.1111/tpj.12959

    Article  CAS  Google Scholar 

  • Needleman SB, Wunsch CD (1970) A general method applicable to the search for similarities in the amino acid sequence of two proteins. J Mol Biol 48(3):443–453

    Article  CAS  PubMed  Google Scholar 

  • Nussbaumer T, Kugler KG, Bader KC, Sharma S, Seidel M, Mayer KFX (2014) RNASeqExpressionBrowser-a web interface to browse and visualize high-throughput expression data. Bioinformatics 30(17):2519–2520. https://doi.org/10.1093/bioinformatics/btu334

    Article  PubMed  CAS  Google Scholar 

  • Schmutzer T, Ma L, Pousarebani N, Bull F, Stein N, Houben A, Scholz U (2014) Kmasker–a tool for in silico prediction of single-copy FISH probes for the large-genome species Hordeum vulgare. Cytogenet Genome Res 142(1):66–78. https://doi.org/10.1159/000356460

    Article  PubMed  CAS  Google Scholar 

  • Schulte D, Close TJ, Graner A, Langridge P, Matsumoto T, Muehlbauer G, Sato K, Schulman AH, Waugh R, Wise RP, Stein N (2009) The international barley sequencing consortium–at the threshold of efficient access to the barley genome. Plant Physiol 149(1):142–147. https://doi.org/10.1104/pp.108.128967

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Smith TF, Waterman MS (1981) Identification of common molecular subsequences. J Mol Biol 147(1):195–197

    Article  CAS  PubMed  Google Scholar 

  • Soderlund C, Longden I, Mott R (1997) FPC: a system for building contigs from restriction fingerprinted clones. Comput Appl Biosci CABIOS 13(5):523–535

    PubMed  CAS  Google Scholar 

  • Spannagl M, Nussbaumer T, Bader KC, Martis MM, Seidel M, Kugler KG, Gundlach H, Mayer KF (2016) PGSB PlantsDB: updates to the database framework for comparative plant genome research. Nucleic Acids Res 44(D1):D1141–1147. https://doi.org/10.1093/nar/gkv1130

    Article  PubMed  CAS  Google Scholar 

  • Tello-Ruiz MK, Stein J, Wei S, Youens-Clark K, Jaiswal P, Ware D (2016) Gramene: a resource for comparative analysis of plants genomes and pathways. Methods Mol Biol 1374:141–163. https://doi.org/10.1007/978-1-4939-3167-5_7

    Article  PubMed  CAS  Google Scholar 

  • Tomato Genome Consortium (2012) The tomato genome sequence provides insights into fleshy fruit evolution. Nature 485(7400):635–641

    Article  CAS  Google Scholar 

  • Vilella AJ, Severin J, Ureta-Vidal A, Heng L, Durbin R, Birney E (2009) EnsemblCompara GeneTrees: complete, duplication-aware phylogenetic trees in vertebrates. Genome Res 19(2):327–335. https://doi.org/10.1101/gr.073585.107

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Yang P, Lupken T, Habekuss A, Hensel G, Steuernagel B, Kilian B, Ariyadasa R, Himmelbach A, Kumlehn J, Scholz U, Ordon F, Stein N (2014) Protein Disulfide Isomerase Like 5-1 is a susceptibility factor to plant viruses. Proc Natl Acad Sci USA 111(6):2104–2109. https://doi.org/10.1073/pnas.1320362111

    Article  PubMed  CAS  PubMed Central  Google Scholar 

  • Zhang Z, Schwartz S, Wagner L, Miller W (2000) A greedy algorithm for aligning DNA sequences. J Comput Biol 7(1–2):203–214. https://doi.org/10.1089/10665270050081478

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Uwe Scholz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Beier, S., Bolser, D.M., Scholz, U., Spannagl, M., Kersey, P.J. (2018). Databases and Tools for the Analysis of the Barley Genome. In: Stein, N., Muehlbauer, G. (eds) The Barley Genome. Compendium of Plant Genomes. Springer, Cham. https://doi.org/10.1007/978-3-319-92528-8_21

Download citation

Publish with us

Policies and ethics