Home LiteratureArticle Details
PMID: 21036921 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Pervasive gene content variation and copy number variation in maize and its undomesticated progenitor.

Genome research ·Vol. 20 ·No. 12 ·2010-12-00 ·Pages 1689-99

Swanson-Wagner RA, Eichten SR, Kumari S, Tiffin P, Stein JC, Ware D, Springer NM

Abstract

Individuals of the same species are generally thought to have very similar genomes. However, there is growing evidence that structural variation in the form of copy number variation (CNV) and presence-absence variation (PAV) can lead to variation in the genome content of individuals within a species. Array comparative genomic hybridization (CGH) was used to compare gene content and copy number variation among 19 diverse maize inbreds and 14 genotypes of the wild ancestor of maize, teosinte. We identified 479 genes exhibiting higher copy number in some genotypes (UpCNV) and 3410 genes that have either fewer copies or are missing in the genome of at least one genotype relative to B73 (DownCNV/PAV). Many of these DownCNV/PAV are examples of genes present in B73, but missing from other genotypes. Over 70% of the CNV/PAV examples are identified in multiple genotypes, and the majority of events are observed in both maize and teosinte, suggesting that these variants predate domestication and that there is not strong selection acting against them. Many of the genes affected by CNV/PAV are either maize specific (thus possible annotation artifacts) or members of large gene families, suggesting that the gene loss can be tolerated through buffering by redundant functions encoded elsewhere in the genome. While this structural variation may not result in major qualitative variation due to genetic buffering, it may significantly contribute to quantitative variation.

MeSH Terms
Chromosome Mapping Comparative Genomic Hybridization Gene Dosage/genetics Genes, Plant/genetics Genetic Variation Genotype Recombination, Genetic/genetics Species Specificity Zea mays/genetics
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Swanson-Wagner Ruth A
Department of Plant Biology, University of Minnesota, Saint Paul, Minnesota 55108, USA.
Eichten Steven R
Kumari Sunita
Tiffin Peter
Stein Joshua C
Ware Doreen
Springer Nathan M
References (83)
83 references, click to expand
  1. Deletion in a quantitative trait gene qPE9-1 associated with panicle erectness improves plant architecture during rice domestication.
    Genetics. 2009 Sep;183(1):315-24 PMID: 19546322
  2. Distribution, diversity, evolution, and survival of Helitrons in the maize genome.
    Proc Natl Acad Sci U S A. 2009 Nov 24;106(47):19922-7 PMID: 19926865
  3. Genome-wide association study of CNVs in 16,000 cases of eight common diseases and 3,000 shared controls.
    Nature. 2010 Apr 1;464(7289):713-20 PMID: 20360734
  4. Structural variation in the human genome and its role in disease.
    Annu Rev Med. 2010;61:437-55 PMID: 20059347
  5. Transposable elements and the plant pan-genomes.
    Curr Opin Plant Biol. 2007 Apr;10(2):149-55 PMID: 17300983
  6. Mapping DNA structural variation in dogs.
    Genome Res. 2009 Mar;19(3):500-9 PMID: 19015322
  7. Genome-wide analyses of exonic copy number variants in a family-based study point to novel autism susceptibility genes.
    PLoS Genet. 2009 Jun;5(6):e1000536 PMID: 19557195
  8. In search of the molecular basis of heterosis.
    Plant Cell. 2003 Oct;15(10):2236-9 PMID: 14523245
  9. Comparisons of maize pericarp color1 alleles reveal paralogous gene recombination and an organ-specific enhancer region.
    Plant Cell. 2005 Mar;17(3):903-14 PMID: 15722466
  10. 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
  11. Origins and functional impact of copy number variation in the human genome.
    Nature. 2010 Apr 1;464(7289):704-12 PMID: 19812545
  12. Structure and evolution of the r/b chromosomal regions in rice, maize and sorghum.
    Genetics. 2005 Feb;169(2):891-906 PMID: 15489523
  13. A high-resolution map of segmental DNA copy number variation in the mouse genome.
    PLoS Genet. 2007 Jan 5;3(1):e3 PMID: 17206864
  14. Striking similarities in the genomic distribution of tandemly arrayed genes in Arabidopsis and rice.
    PLoS Comput Biol. 2006 Sep 1;2(9):e115 PMID: 16948529
  15. Fine-scale structural variation of the human genome.
    Nat Genet. 2005 Jul;37(7):727-32 PMID: 15895083
  16. DNA sequence evidence for the segmental allotetraploid origin of maize.
    Proc Natl Acad Sci U S A. 1997 Jun 24;94(13):6809-14 PMID: 11038553
  17. The B73 maize genome: complexity, diversity, and dynamics.
    Science. 2009 Nov 20;326(5956):1112-5 PMID: 19965430
  18. The evolution of gene duplications: classifying and distinguishing between models.
    Nat Rev Genet. 2010 Feb;11(2):97-108 PMID: 20051986
  19. 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
  20. Copy number variation in human health, disease, and evolution.
    Annu Rev Genomics Hum Genet. 2009;10:451-81 PMID: 19715442
  21. EnsemblCompara GeneTrees: Complete, duplication-aware phylogenetic trees in vertebrates.
    Genome Res. 2009 Feb;19(2):327-35 PMID: 19029536
  22. The cultural and chronological context of early Holocene maize and squash domestication in the Central Balsas River Valley, Mexico.
    Proc Natl Acad Sci U S A. 2009 Mar 31;106(13):5014-8 PMID: 19307573
  23. Change of gene structure and function by non-homologous end-joining, homologous recombination, and transposition of DNA.
    PLoS Genet. 2009 Jun;5(6):e1000516 PMID: 19521498
  24. Unequal sister chromatid and homolog recombination at a tandem duplication of the A1 locus in maize.
    Genetics. 2006 Aug;173(4):2211-26 PMID: 16751673
  25. Patterns in grass genome evolution.
    Curr Opin Plant Biol. 2007 Apr;10(2):176-81 PMID: 17291821
  26. Structural variation in the human genome.
    Nat Rev Genet. 2006 Feb;7(2):85-97 PMID: 16418744
  27. A maize Myb homolog is encoded by a multicopy gene complex.
    Mol Gen Genet. 1998 Nov;260(4):372-80 PMID: 9870702
  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. Mutational and selective effects on copy-number variants in the human genome.
    Nat Genet. 2007 Jul;39(7 Suppl):S22-9 PMID: 17597777
  30. Major changes in our DNA lead to major changes in our thinking.
    Nat Genet. 2007 Jul;39(7 Suppl):S3-5 PMID: 17597778
  31. Evolution of DNA sequence nonhomologies among maize inbreds.
    Plant Cell. 2005 Feb;17(2):343-60 PMID: 15659640
  32. A comprehensive analysis of common copy-number variations in the human genome.
    Am J Hum Genet. 2007 Jan;80(1):91-104 PMID: 17160897
  33. Remarkable variation in maize genome structure inferred from haplotype diversity at the bz locus.
    Proc Natl Acad Sci U S A. 2006 Nov 21;103(47):17644-9 PMID: 17101975
  34. Chromosome painting using repetitive DNA sequences as probes for somatic chromosome identification in maize.
    Proc Natl Acad Sci U S A. 2004 Sep 14;101(37):13554-9 PMID: 15342909
  35. Maternal and paternal alleles exhibit differential histone methylation and acetylation at maize imprinted genes.
    Plant J. 2008 Dec;56(6):903-12 PMID: 18694457
  36. Large-scale copy number polymorphism in the human genome.
    Science. 2004 Jul 23;305(5683):525-8 PMID: 15273396
  37. Copy-number variants in neurodevelopmental disorders: promises and challenges.
    Trends Genet. 2009 Dec;25(12):536-44 PMID: 19910074
  38. Genetic dissection of intermated recombinant inbred lines using a new genetic map of maize.
    Genetics. 2006 Nov;174(3):1671-83 PMID: 16951074
  39. Starch grain and phytolith evidence for early ninth millennium B.P. maize from the Central Balsas River Valley, Mexico.
    Proc Natl Acad Sci U S A. 2009 Mar 31;106(13):5019-24 PMID: 19307570
  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. Analysis of copy number variation in the rhesus macaque genome identifies candidate loci for evolutionary and human disease studies.
    Hum Mol Genet. 2008 Apr 15;17(8):1127-36 PMID: 18180252
  42. Mitochondrial DNA transfer to the nucleus generates extensive insertion site variation in maize.
    Genetics. 2008 Jan;178(1):47-55 PMID: 18202357
  43. The landscape of somatic copy-number alteration across human cancers.
    Nature. 2010 Feb 18;463(7283):899-905 PMID: 20164920
  44. Cytoscape: a software environment for integrated models of biomolecular interaction networks.
    Genome Res. 2003 Nov;13(11):2498-504 PMID: 14597658
  45. Mapping and sequencing of structural variation from eight human genomes.
    Nature. 2008 May 1;453(7191):56-64 PMID: 18451855
  46. Cis-transcriptional variation in maize inbred lines B73 and Mo17 leads to additive expression patterns in the F1 hybrid.
    Genetics. 2006 Aug;173(4):2199-210 PMID: 16702414
  47. Gnarley1 is a dominant mutation in the knox4 homeobox gene affecting cell shape and identity.
    Plant Cell. 1999 Jul;11(7):1239-52 PMID: 10402426
  48. Gene expression analyses in maize inbreds and hybrids with varying levels of heterosis.
    BMC Plant Biol. 2008 Apr 10;8:33 PMID: 18402703
  49. Copy number variants and genetic traits: closer to the resolution of phenotypic to genotypic variability.
    Nat Rev Genet. 2007 Aug;8(8):639-46 PMID: 17637735
  50. Gene duplication and exon shuffling by helitron-like transposons generate intraspecies diversity in maize.
    Nat Genet. 2005 Sep;37(9):997-1002 PMID: 16056225
  51. Segmental duplications and copy-number variation in the human genome.
    Am J Hum Genet. 2005 Jul;77(1):78-88 PMID: 15918152
  52. Bias in plant gene content following different sorts of duplication: tandem, whole-genome, segmental, or by transposition.
    Annu Rev Plant Biol. 2009;60:433-53 PMID: 19575588
  53. Gene discovery and annotation using LCM-454 transcriptome sequencing.
    Genome Res. 2007 Jan;17(1):69-73 PMID: 17095711
  54. Intraspecific violation of genetic colinearity and its implications in maize.
    Proc Natl Acad Sci U S A. 2002 Jul 9;99(14):9573-8 PMID: 12060715
  55. Deletion in a gene associated with grain size increased yields during rice domestication.
    Nat Genet. 2008 Aug;40(8):1023-8 PMID: 18604208
  56. BiNGO: a Cytoscape plugin to assess overrepresentation of gene ontology categories in biological networks.
    Bioinformatics. 2005 Aug 15;21(16):3448-9 PMID: 15972284
  57. Many gene and domain families have convergent fates following independent whole-genome duplication events in Arabidopsis, Oryza, Saccharomyces and Tetraodon.
    Trends Genet. 2006 Nov;22(11):597-602 PMID: 16979781
  58. Discovery of previously unidentified genomic disorders from the duplication architecture of the human genome.
    Nat Genet. 2006 Sep;38(9):1038-42 PMID: 16906162
  59. Substantial deletion overlap among divergent Arabidopsis genomes revealed by intersection of short reads and tiling arrays.
    Genome Biol. 2010 Jan 12;11(1):R4 PMID: 20067627
  60. Copy number variation in the genomes of twelve natural isolates of Caenorhabditis elegans.
    BMC Genomics. 2010 Jan 25;11:62 PMID: 20100350
  61. Characterization of the maize OHP1 gene: evidence of gene copy variability among inbreds.
    Gene. 1996 Oct 24;177(1-2):203-8 PMID: 8921868
  62. Sequence composition and genome organization of maize.
    Proc Natl Acad Sci U S A. 2004 Oct 5;101(40):14349-54 PMID: 15388850
  63. Genetic properties of the maize nested association mapping population.
    Science. 2009 Aug 7;325(5941):737-40 PMID: 19661427
  64. Genetic resources for maize cell wall biology.
    Plant Physiol. 2009 Dec;151(4):1703-28 PMID: 19926802
  65. Allelic variation and heterosis in maize: how do two halves make more than a whole?
    Genome Res. 2007 Mar;17(3):264-75 PMID: 17255553
  66. A recent polyploidy superimposed on older large-scale duplications in the Arabidopsis genome.
    Genome Res. 2003 Feb;13(2):137-44 PMID: 12566392
  67. Molecular characterization of meiotic recombination across the 140-kb multigenic a1-sh2 interval of maize.
    Proc Natl Acad Sci U S A. 2002 Apr 30;99(9):6157-62 PMID: 11959909
  68. Copy-number variation and association studies of human disease.
    Nat Genet. 2007 Jul;39(7 Suppl):S37-42 PMID: 17597780
  69. Gene movement by Helitron transposons contributes to the haplotype variability of maize.
    Proc Natl Acad Sci U S A. 2005 Jun 21;102(25):9068-73 PMID: 15951422
  70. Organization and variability of the maize genome.
    Curr Opin Plant Biol. 2006 Apr;9(2):157-63 PMID: 16459130
  71. Finding the missing heritability of complex diseases.
    Nature. 2009 Oct 8;461(7265):747-53 PMID: 19812666
  72. Copy number variation and evolution in humans and chimpanzees.
    Genome Res. 2008 Nov;18(11):1698-710 PMID: 18775914
  73. Physical and genetic structure of the maize genome reflects its complex evolutionary history.
    PLoS Genet. 2007 Jul;3(7):e123 PMID: 17658954
  74. Mu transposon insertion sites and meiotic recombination events co-localize with epigenetic marks for open chromatin across the maize genome.
    PLoS Genet. 2009 Nov;5(11):e1000733 PMID: 19936291
  75. Transposable elements, gene creation and genome rearrangement in flowering plants.
    Curr Opin Genet Dev. 2005 Dec;15(6):621-7 PMID: 16219458
  76. A high-resolution survey of deletion polymorphism in the human genome.
    Nat Genet. 2006 Jan;38(1):75-81 PMID: 16327808
  77. Distribution and functional impact of DNA copy number variation in the rat.
    Nat Genet. 2008 May;40(5):538-45 PMID: 18443591
  78. Molecular and functional diversity of maize.
    Curr Opin Plant Biol. 2006 Apr;9(2):172-6 PMID: 16459128
  79. Consistent over-estimation of gene number in complex plant genomes.
    Curr Opin Plant Biol. 2004 Dec;7(6):732-6 PMID: 15491923
  80. Meiotic instability of the R-r complex arising from displaced intragenic exchange and intrachromosomal rearrangement.
    Genetics. 1991 Sep;129(1):271-83 PMID: 1682214
  81. Global variation in copy number in the human genome.
    Nature. 2006 Nov 23;444(7118):444-54 PMID: 17122850
  82. The functional impact of structural variation in humans.
    Trends Genet. 2008 May;24(5):238-45 PMID: 18378036
  83. The Genomes of Oryza sativa: a history of duplications.
    PLoS Biol. 2005 Feb;3(2):e38 PMID: 15685292
Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1549-5469
Published
2010-12-00
Epub
2010-00-29
Pages
1689-99
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC2989995
Subset
IM
Databases
GEO
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]