Home LiteratureArticle Details
PMID: 23758725 Published · epublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Distribution, functional impact, and origin mechanisms of copy number variation in the barley genome.

Genome biology ·Vol. 14 ·No. 6 ·2013-06-12 ·Pages R58

Muñoz-Amatriaín M, Eichten SR, Wicker T, Richmond TA, Mascher M, Steuernagel B, Scholz U, Ariyadasa R, Spannagl M, Nussbaumer T, Mayer KF, Taudien S, Platzer M, Jeddeloh JA, Springer NM, Muehlbauer GJ, Stein N

Abstract

There is growing evidence for the prevalence of copy number variation (CNV) and its role in phenotypic variation in many eukaryotic species. Here we use array comparative genomic hybridization to explore the extent of this type of structural variation in domesticated barley cultivars and wild barleys. A collection of 14 barley genotypes including eight cultivars and six wild barleys were used for comparative genomic hybridization. CNV affects 14.9% of all the sequences that were assessed. Higher levels of CNV diversity are present in the wild accessions relative to cultivated barley. CNVs are enriched near the ends of all chromosomes except 4H, which exhibits the lowest frequency of CNVs. CNV affects 9.5% of the coding sequences represented on the array and the genes affected by CNV are enriched for sequences annotated as disease-resistance proteins and protein kinases. Sequence-based comparisons of CNV between cultivars Barke and Morex provided evidence that DNA repair mechanisms of double-strand breaks via single-stranded annealing and synthesis-dependent strand annealing play an important role in the origin of CNV in barley. We present the first catalog of CNVs in a diploid Triticeae species, which opens the door for future genome diversity research in a tribe that comprises the economically important cereal species wheat, barley, and rye. Our findings constitute a valuable resource for the identification of CNV affecting genes of agronomic importance. We also identify potential mechanisms that can generate variation in copy number in plant genomes.

MeSH Terms
Base Sequence Breeding Chromosome Mapping Chromosomes, Plant Comparative Genomic Hybridization DNA Copy Number Variations Gene Dosage Genome, Plant Genotype Hordeum/genetics Molecular Sequence Data Sequence Alignment
Authors & Affiliations
17 authors, click to expand affiliations / ORCID
Muñoz-Amatriaín María
Eichten Steven R
Wicker Thomas
Richmond Todd A
Mascher Martin
Steuernagel Burkhard
Scholz Uwe
Ariyadasa Ruvini
Spannagl Manuel
Nussbaumer Thomas
Mayer Klaus F X
Taudien Stefan
Platzer Matthias
Jeddeloh Jeffrey A
Springer Nathan M
Muehlbauer Gary J
Stein Nils
References (69)
69 references, click to expand
  1. CBF gene copy number variation at Frost Resistance-2 is associated with levels of freezing tolerance in temperate-climate cereals.
    Theor Appl Genet. 2010 Jun;121(1):21-35 PMID: 20213518
  2. Structural variants in the soybean genome localize to clusters of biotic stress-response genes.
    Plant Physiol. 2012 Aug;159(4):1295-308 PMID: 22696021
  3. Haplotype structure at seven barley genes: relevance to gene pool bottlenecks, phylogeny of ear type and site of barley domestication.
    Mol Genet Genomics. 2006 Sep;276(3):230-41 PMID: 16758198
  4. Production of wheat-barley recombinant chromosomes through induced homoeologous pairing : 1. Isolation of recombinants involving barley arms 3HL and 6HL.
    Theor Appl Genet. 1992 Feb;83(4):489-94 PMID: 24202596
  5. Systematic spatial bias in DNA microarray hybridization is caused by probe spot position-dependent variability in lateral diffusion.
    PLoS One. 2011;6(8):e23727 PMID: 21858215
  6. Resistance gene analogs in barley and their relationship to rust resistance genes.
    Genome. 2001 Jun;44(3):375-81 PMID: 11444696
  7. Construction of a YAC library from barley cultivar Franka and identification of YAC-derived markers linked to the Rh2 gene conferring resistance to scald (Rhynchosporium secalis).
    Genome. 2001 Dec;44(6):1031-40 PMID: 11768206
  8. Rice structural variation: a comparative analysis of structural variation between rice and three of its closest relatives in the genus Oryza.
    Plant J. 2010 Sep;63(6):990-1003 PMID: 20626650
  9. Natural selection shapes genome-wide patterns of copy-number polymorphism in Drosophila melanogaster.
    Science. 2008 Jun 20;320(5883):1629-31 PMID: 18535209
  10. Mapping copy number variation by population-scale genome sequencing.
    Nature. 2011 Feb 3;470(7332):59-65 PMID: 21293372
  11. Detection of large-scale variation in the human genome.
    Nat Genet. 2004 Sep;36(9):949-51 PMID: 15286789
  12. The effect of deleterious mutations on neutral molecular variation.
    Genetics. 1993 Aug;134(4):1289-303 PMID: 8375663
  13. SSAHA: a fast search method for large DNA databases.
    Genome Res. 2001 Oct;11(10):1725-9 PMID: 11591649
  14. Analysis of repair mechanism choice during homologous recombination.
    Nucleic Acids Res. 2009 Aug;37(15):5081-92 PMID: 19553188
  15. The composition and origins of genomic variation among individuals of the soybean reference cultivar Williams 82.
    Plant Physiol. 2011 Feb;155(2):645-55 PMID: 21115807
  16. Copy number variation analysis in the great apes reveals species-specific patterns of structural variation.
    Genome Res. 2011 Oct;21(10):1626-39 PMID: 21824994
  17. Ribosomal DNA spacer-length polymorphisms in barley: mendelian inheritance, chromosomal location, and population dynamics.
    Proc Natl Acad Sci U S A. 1984 Dec;81(24):8014-8 PMID: 6096873
  18. Genome dynamics and evolution of the Mla (powdery mildew) resistance locus in barley.
    Plant Cell. 2002 Aug;14(8):1903-17 PMID: 12172030
  19. Origins and functional impact of copy number variation in the human genome.
    Nature. 2010 Apr 1;464(7289):704-12 PMID: 19812545
  20. Maize inbreds exhibit high levels of copy number variation (CNV) and presence/absence variation (PAV) in genome content.
    PLoS Genet. 2009 Nov;5(11):e1000734 PMID: 19956538
  21. Variance stabilization applied to microarray data calibration and to the quantification of differential expression.
    Bioinformatics. 2002;18 Suppl 1:S96-104 PMID: 12169536
  22. Genome-wide patterns of genetic variation in sweet and grain sorghum (Sorghum bicolor).
    Genome Biol. 2011 Nov 21;12(11):R114 PMID: 22104744
  23. Copy number variation affecting the Photoperiod-B1 and Vernalization-A1 genes is associated with altered flowering time in wheat (Triticum aestivum).
    PLoS One. 2012;7(3):e33234 PMID: 22457747
  24. High-resolution genotyping via whole genome hybridizations to microarrays containing long oligonucleotide probes.
    PLoS One. 2010 Dec 02;5(12):e14178 PMID: 21152036
  25. Integrating common and rare genetic variation in diverse human populations.
    Nature. 2010 Sep 2;467(7311):52-8 PMID: 20811451
  26. InterProScan: protein domains identifier.
    Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W116-20 PMID: 15980438
  27. Analysis of Arabidopsis genome-wide variations before and after meiosis and meiotic recombination by resequencing Landsberg erecta and all four products of a single meiosis.
    Genome Res. 2012 Mar;22(3):508-18 PMID: 22106370
  28. Following tetraploidy in maize, a short deletion mechanism removed genes preferentially from one of the two homologs.
    PLoS Biol. 2010 Jun 29;8(6):e1000409 PMID: 20613864
  29. The barley stem rust-resistance gene Rpg1 is a novel disease-resistance gene with homology to receptor kinases.
    Proc Natl Acad Sci U S A. 2002 Jul 9;99(14):9328-33 PMID: 12077318
  30. Barley Cbf3 gene identification, expression pattern, and map location.
    Plant Physiol. 2002 Aug;129(4):1781-7 PMID: 12177491
  31. Targeted analysis of nucleotide and copy number variation by exon capture in allotetraploid wheat genome.
    Genome Biol. 2011 Sep 14;12(9):R88 PMID: 21917144
  32. RFLP mapping of three new loci for resistance genes to powdery mildew (Erysiphe graminis f. sp. hordei) in barley.
    Theor Appl Genet. 1996 Jul;93(1-2):48-56 PMID: 24162198
  33. Aluminum tolerance in maize is associated with higher MATE1 gene copy number.
    Proc Natl Acad Sci U S A. 2013 Mar 26;110(13):5241-6 PMID: 23479633
  34. Protein function prediction and annotation in an integrated environment powered by web services (AFAWE).
    Bioinformatics. 2008 Oct 15;24(20):2393-4 PMID: 18697771
  35. Inter-species sequence comparison of Brachypodium reveals how transposon activity corrodes genome colinearity.
    Plant J. 2012 Aug;71(4):550-63 PMID: 22448600
  36. A physical, genetic and functional sequence assembly of the barley genome.
    Nature. 2012 Nov 29;491(7426):711-6 PMID: 23075845
  37. Large-scale copy number polymorphism in the human genome.
    Science. 2004 Jul 23;305(5683):525-8 PMID: 15273396
  38. Copy number variation in the bovine genome.
    BMC Genomics. 2010 May 06;11:284 PMID: 20459598
  39. Maize HapMap2 identifies extant variation from a genome in flux.
    Nat Genet. 2012 Jun 03;44(7):803-7 PMID: 22660545
  40. Allelic genome structural variations in maize detected by array comparative genome hybridization.
    Theor Appl Genet. 2010 Jan;120(2):355-67 PMID: 19756477
  41. Following tetraploidy in an Arabidopsis ancestor, genes were removed preferentially from one homeolog leaving clusters enriched in dose-sensitive genes.
    Genome Res. 2006 Jul;16(7):934-46 PMID: 16760422
  42. The CC-NB-LRR-type Rdg2a resistance gene confers immunity to the seed-borne barley leaf stripe pathogen in the absence of hypersensitive cell death.
    PLoS One. 2010 Sep 10;5(9): PMID: 20844752
  43. On the origin and domestication history of Barley (Hordeum vulgare).
    Mol Biol Evol. 2000 Apr;17(4):499-510 PMID: 10742042
  44. Multiple reference genomes and transcriptomes for Arabidopsis thaliana.
    Nature. 2011 Aug 28;477(7365):419-23 PMID: 21874022
  45. Human copy number variation and complex genetic disease.
    Annu Rev Genet. 2011;45:203-26 PMID: 21854229
  46. Copy number variation of multiple genes at Rhg1 mediates nematode resistance in soybean.
    Science. 2012 Nov 30;338(6111):1206-9 PMID: 23065905
  47. Estimating the outcrossing rate of barley landraces and wild barley populations collected from ecologically different regions of Jordan.
    Theor Appl Genet. 2004 Aug;109(3):588-95 PMID: 15083273
  48. Methods and strategies for analyzing copy number variation using DNA microarrays.
    Nat Genet. 2007 Jul;39(7 Suppl):S16-21 PMID: 17597776
  49. NB-LRR proteins: pairs, pieces, perception, partners, and pathways.
    Curr Opin Plant Biol. 2010 Aug;13(4):472-7 PMID: 20483655
  50. A greedy algorithm for aligning DNA sequences.
    J Comput Biol. 2000 Feb-Apr;7(1-2):203-14 PMID: 10890397
  51. Pervasive gene content variation and copy number variation in maize and its undomesticated progenitor.
    Genome Res. 2010 Dec;20(12):1689-99 PMID: 21036921
  52. Boron-toxicity tolerance in barley arising from efflux transporter amplification.
    Science. 2007 Nov 30;318(5855):1446-9 PMID: 18048688
  53. Detection of copy number variations in rice using array-based comparative genomic hybridization.
    BMC Genomics. 2011 Jul 20;12:372 PMID: 21771342
  54. A high-resolution integrated map of copy number polymorphisms within and between breeds of the modern domesticated dog.
    BMC Genomics. 2011 Aug 16;12:414 PMID: 21846351
  55. Mechanisms of change in gene copy number.
    Nat Rev Genet. 2009 Aug;10(8):551-64 PMID: 19597530
  56. Novel origins of copy number variation in the dog genome.
    Genome Biol. 2012 Aug 23;13(8):R73 PMID: 22916802
  57. Copy number variation and evolution in humans and chimpanzees.
    Genome Res. 2008 Nov;18(11):1698-710 PMID: 18775914
  58. Resistance genes in barley (Hordeum vulgare L.) and their identification with molecular markers.
    J Appl Genet. 2003;44(3):291-309 PMID: 12923305
  59. Phenotypic and genomic analyses of a fast neutron mutant population resource in soybean.
    Plant Physiol. 2011 May;156(1):240-53 PMID: 21321255
  60. Patching gaps in plant genomes results in gene movement and erosion of colinearity.
    Genome Res. 2010 Sep;20(9):1229-37 PMID: 20530251
  61. A high-resolution survey of deletion polymorphism in the human genome.
    Nat Genet. 2006 Jan;38(1):75-81 PMID: 16327808
  62. Analysis of copy number variations among diverse cattle breeds.
    Genome Res. 2010 May;20(5):693-703 PMID: 20212021
  63. Distribution and functional impact of DNA copy number variation in the rat.
    Nat Genet. 2008 May;40(5):538-45 PMID: 18443591
  64. Changes in genome content generated via segregation of non-allelic homologs.
    Plant J. 2012 Nov;72(3):390-9 PMID: 22731681
  65. Plant pathogens and integrated defence responses to infection.
    Nature. 2001 Jun 14;411(6839):826-33 PMID: 11459065
  66. Global variation in copy number in the human genome.
    Nature. 2006 Nov 23;444(7118):444-54 PMID: 17122850
  67. agriGO: a GO analysis toolkit for the agricultural community.
    Nucleic Acids Res. 2010 Jul;38(Web Server issue):W64-70 PMID: 20435677
  68. Mechanisms for recurrent and complex human genomic rearrangements.
    Curr Opin Genet Dev. 2012 Jun;22(3):211-20 PMID: 22440479
  69. Whole-genome sequencing of multiple Arabidopsis thaliana populations.
    Nat Genet. 2011 Aug 28;43(10):956-63 PMID: 21874002
Article Info
Journal
Genome biology
Abbr.
Genome Biol
ISSN
1474-760X
Published
2013-06-12
Epub
2013-00-12
Pages
R58
Language
English
Region
England
NLM ID
100960660
PMCID
PMC3706897
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]