Abstract
We have resequenced a group of six elite maize inbred lines, including the parents of the most productive commercial hybrid in China. This effort uncovered more than 1,000,000 SNPs, 30,000 indel polymorphisms and 101 low-sequence-diversity chromosomal intervals in the maize genome. We also identified several hundred complete genes that show presence/absence variation among these resequenced lines. We discuss the potential roles of complementation of presence/absence variations and other deleterious mutations in contributing to heterosis. High-density SNP and indel polymorphism markers reported here are expected to be a valuable resource for future genetic studies and the molecular breeding of this important crop.
This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
GWAS, MWAS and mGWAS provide insights into precision agriculture based on genotype-dependent microbial effects in foxtail millet
Nature Communications Open Access 07 October 2022
-
Structural variations in papaya genomes
BMC Genomics Open Access 10 May 2021
-
Development of genic KASP SNP markers from RNA-Seq data for map-based cloning and marker-assisted selection in maize
BMC Plant Biology Open Access 26 March 2021
Access options
Subscribe to this journal
Receive 12 print issues and online access
$189.00 per year
only $15.75 per issue
Rent or buy this article
Get just this article for as long as you need it
$39.95
Prices may be subject to local taxes which are calculated during checkout




Accession codes
References
SanMiguel, P. et al. Nested retrotransposons in the intergenic regions of the maize genome. Science 274, 765–768 (1996).
Messing, J. et al. Sequence composition and genome organization of maize. Proc. Natl. Acad. Sci. USA 101, 14349–14354 (2004).
Whitelaw, C.A. et al. Enrichment of gene-coding sequences in maize by genome filtration. Science 302, 2118–2120 (2003).
Palmer, L.E. et al. Maize genome sequencing by methylation filtration. Science 302, 2115–2117 (2003).
Tenaillon, M.I. et al. Patterns of diversity and recombination along chromosome 1 of maize (Zea mays ssp. mays L.). Genetics 162, 1401–1413 (2002).
Tenaillon, M.I. et al. Patterns of DNA sequence polymorphism along chromosome 1 of maize (Zea mays ssp. mays L.). Proc. Natl. Acad. Sci. USA 98, 9161–9166 (2001).
Wang, J. et al. The diploid genome sequence of an Asian individual. Nature 456, 60–65 (2008).
Wheeler, D.A. et al. The complete genome of an individual by massively parallel DNA sequencing. Nature 452, 872–876 (2008).
Schnable, P.S. et al. The B73 maize genome: complexity, diversity, and dynamics. Science 326, 1112–1115 (2009).
Li, R., Li, Y., Kristiansen, K. & Wang, J. SOAP: short oligonucleotide alignment program. Bioinformatics 24, 713–714 (2008).
Li, R. et al. SNP detection for massively parallel whole-genome resequencing. Genome Res. 19, 1124–1132 (2009).
Watterson, G.A. On the number of segregating sites in genetical models without recombination. Theor. Popul. Biol. 7, 256–276 (1975).
Gore, M.A. et al. A first-generation haplotype map of maize. Science 326, 1115–1117 (2009).
Clark, R.M. et al. Common sequence polymorphisms shaping genetic diversity in Arabidopsis thaliana. Science 317, 338–342 (2007).
Bakker, E.G., Toomajian, C., Kreitman, M. & Bergelson, J. A genome-wide survey of R gene polymorphisms in Arabidopsis. Plant Cell 18, 1803–1818 (2006).
Grant, M.R. et al. Independent deletions of a pathogen-resistance gene in Brassica and Arabidopsis. Proc. Natl. Acad. Sci. USA 95, 15843–15848 (1998).
Whitt, S.R., Wilson, L.M., Tenaillon, M.I., Gaut, B.S. & Buckler, E.S. IV. Genetic diversity and selection in the maize starch pathway. Proc. Natl. Acad. Sci. USA 99, 12959–12962 (2002).
Wright, S.I. et al. The effects of artificial selection on the maize genome. Science 308, 1310–1314 (2005).
Fu, H. & Dooner, H.K. Intraspecific violation of genetic colinearity and its implications in maize. Proc. Natl. Acad. Sci. USA 99, 9573–9578 (2002).
Lai, J., Li, Y., Messing, J. & Dooner, H.K. Gene movement by Helitron transposons contributes to the haplotype variability of maize. Proc. Natl. Acad. Sci. USA 102, 9068–9073 (2005).
Morgante, M. et al. Gene duplication and exon shuffling by helitron-like transposons generate intraspecies diversity in maize. Nat. Genet. 37, 997–1002 (2005).
Springer, N.M. et al. Maize inbreds exhibit high levels of copy number variation (CNV) and presence/absence variation (PAV) in genome content. PLoS Genet. 5, e1000734 (2009).
Li, R. et al. De novo assembly of human genomes with massively parallel short read sequencing. Genome Res. 20, 265–272 (2009).
Quevillon, E. et al. InterProScan: protein domains identifier. Nucleic Acids Res. 33, W116–120 (2005).
Springer, N.M. & Stupar, R.M. Allelic variation and heterosis in maize: how do two halves make more than a whole? Genome Res. 17, 264–275 (2007).
Charlesworth, D. & Willis, J.H. The genetics of inbreeding depression. Nat. Rev. Genet. 10, 783–796 (2009).
McMullen, M.D. et al. Genetic properties of the maize nested association mapping population. Science 325, 737–740 (2009).
Tajima, F. Evolutionary relationship of DNA sequences in finite populations. Genetics 105, 437–460 (1983).
Xia, Q. et al. Complete resequencing of 40 genomes reveals domestication events and genes in silkworm (Bombyx). Science 326, 433–436 (2009).
Birney, E., Clamp, M. & Durbin, R. GeneWise and Genomewise. Genome Res. 14, 988–995 (2004).
Everitt, B.S. An introduction to finite mixture distributions. Stat. Methods Med. Res. 5, 107–127 (1996).
Dempster, A.P., Laird, N.M. & Rubin, D.B. Maximum likelihood from incomplete data via the EM algorithm. J. R. Stat. Soc. (Ser. A) 39, 1–38 (1977).
Acknowledgements
Supported by the 973 program (2009CB118400; 2007CB815703; 2007CB815705; 2007CB109000), the 863 project (2010AA10A106), the National Natural Science Foundation of China (30725008), the Shenzhen Bureau of Science Technology & Information, China (ZYC200903240077A; CXB200903110066A), the Chinese Academy of Science (GJHZ0701-6), the Ole Rømer grant from the Danish Natural Science Research Council and the US National Science Foundation (DBI-0527192). We thank L. Goodman for editing the manuscript.
Author information
Authors and Affiliations
Contributions
J. Lai, Jun Wang, R.L., J.D. and P.S.S. managed the project. X.X., H. Zhao, Z.X., W.S., M.Z., Y.J., P.N., M.J., B.W., H. Zheng, H.L. and X.Z. performed experiments and sequencing. J. Lai, Jun Wang, R.L., X.X., Jian Wang and H.Y. designed the analyses. X.X., R.L., W.J., M.X., K. Ying, J.Z., D.L., X.G., K. Ye, S.W., S.C., J. Li and Y.F. performed data analyses. J. Lai, P.S.S., N.M.S., Jun Wang, K. Ying and X.X. wrote the paper.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Text and Figures
Supplementary Figures 1–3 and Supplementary Tables 1–5 (PDF 2815 kb)
Rights and permissions
About this article
Cite this article
Lai, J., Li, R., Xu, X. et al. Genome-wide patterns of genetic variation among elite maize inbred lines. Nat Genet 42, 1027–1030 (2010). https://doi.org/10.1038/ng.684
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/ng.684
This article is cited by
-
Next-generation sequencing technology: a boon to agriculture
Genetic Resources and Crop Evolution (2023)
-
GWAS, MWAS and mGWAS provide insights into precision agriculture based on genotype-dependent microbial effects in foxtail millet
Nature Communications (2022)
-
Sodium nitroprusside: its beneficial role in drought stress tolerance of “Mexican lime” (Citrus aurantifolia (Christ.) Swingle) under in vitro conditions
In Vitro Cellular & Developmental Biology - Plant (2022)
-
Unveiling the characteristics of popcorn by genome re-sequencing and integrating the ESTs and proteome data
Cereal Research Communications (2022)
-
Genome-wide analysis of deletions in maize population reveals abundant genetic diversity and functional impact
Theoretical and Applied Genetics (2022)