Abstract
Advances in next generation technologies have driven the costs of DNA sequencing down to the point that genotyping-by-sequencing (GBS) is now feasible for high diversity, large genome species. Here, we report a procedure for constructing GBS libraries based on reducing genome complexity with restriction enzymes (REs). This approach is simple, quick, extremely specific, highly reproducible, and may reach important regions of the genome that are inaccessible to sequence capture approaches. By using methylation-sensitive REs, repetitive regions of genomes can be avoided and lower copy regions targeted with two to three fold higher efficiency. This tremendously simplifies computationally challenging alignment problems in species with high levels of genetic diversity. The GBS procedure is demonstrated with maize (IBM) and barley (Oregon Wolfe Barley) recombinant inbred populations where roughly 200,000 and 25,000 sequence tags were mapped, respectively. An advantage in species like barley that lack a complete genome sequence is that a reference map need only be developed around the restriction sites, and this can be done in the process of sample genotyping. In such cases, the consensus of the read clusters across the sequence tagged sites becomes the reference. Alternatively, for kinship analyses in the absence of a reference genome, the sequence tags can simply be treated as dominant markers. Future application of GBS to breeding, conservation, and global species and population surveys may allow plant breeders to conduct genomic selection on a novel germplasm or species without first having to develop any prior molecular tools, or conservation biologists to determine population structure without prior knowledge of the genome or diversity in the species.
MeSH Terms
Genotype
High-Throughput Nucleotide Sequencing/methods
Hordeum/classification,genetics
Polymerase Chain Reaction
Polymorphism, Single Nucleotide
Sequence Tagged Sites
Zea mays/classification,genetics
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Elshire Robert J
Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America.
Glaubitz Jeffrey C
Sun Qi
Poland Jesse A
Kawamoto Ken
Buckler Edward S
Mitchell Sharon E
References (33)
33 references, click to expand
-
High-throughput genotyping by whole-genome resequencing.
Genome Res. 2009 Jun;19(6):1068-76
PMID: 19420380
-
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
-
Insights on evolution of virulence and resistance from the complete genome analysis of an early methicillin-resistant Staphylococcus aureus strain and a biofilm-producing methicillin-resistant Staphylococcus epidermidis strain.
J Bacteriol. 2005 Apr;187(7):2426-38
PMID: 15774886
-
Identification of genetic variants using bar-coded multiplexed sequencing.
Nat Methods. 2008 Oct;5(10):887-93
PMID: 18794863
-
Error-correcting barcoded primers for pyrosequencing hundreds of samples in multiplex.
Nat Methods. 2008 Mar;5(3):235-7
PMID: 18264105
-
Structure of linkage disequilibrium and phenotypic associations in the maize genome.
Proc Natl Acad Sci U S A. 2001 Sep 25;98(20):11479-84
PMID: 11562485
-
BTA, a novel reagent for DNA attachment on glass and efficient generation of solid-phase amplified DNA colonies.
Nucleic Acids Res. 2006 Feb 09;34(3):e22
PMID: 16473845
-
Expanding the genetic map of maize with the intermated B73 x Mo17 (IBM) population.
Plant Mol Biol. 2002 Mar-Apr;48(5-6):453-61
PMID: 11999829
-
Accurate whole human genome sequencing using reversible terminator chemistry.
Nature. 2008 Nov 6;456(7218):53-9
PMID: 18987734
-
Molecular and functional diversity of maize.
Curr Opin Plant Biol. 2006 Apr;9(2):172-6
PMID: 16459128
-
Fast and accurate short read alignment with Burrows-Wheeler transform.
Bioinformatics. 2009 Jul 15;25(14):1754-60
PMID: 19451168
-
AFLP: a new technique for DNA fingerprinting.
Nucleic Acids Res. 1995 Nov 11;23(21):4407-14
PMID: 7501463
-
Genome-wide patterns of genetic variation among elite maize inbred lines.
Nat Genet. 2010 Nov;42(11):1027-30
PMID: 20972441
-
The B73 maize genome: complexity, diversity, and dynamics.
Science. 2009 Nov 20;326(5956):1112-5
PMID: 19965430
-
A first-generation haplotype map of maize.
Science. 2009 Nov 20;326(5956):1115-7
PMID: 19965431
-
Genetic characterization and linkage disequilibrium estimation of a global maize collection using SNP markers.
PLoS One. 2009 Dec 24;4(12):e8451
PMID: 20041112
-
Sequencing technologies - the next generation.
Nat Rev Genet. 2010 Jan;11(1):31-46
PMID: 19997069
-
Genome-wide association studies of 14 agronomic traits in rice landraces.
Nat Genet. 2010 Nov;42(11):961-7
PMID: 20972439
-
Genome-wide variation in the human and fruitfly: a comparison.
Curr Opin Genet Dev. 2001 Dec;11(6):627-34
PMID: 11682305
-
Conserved noncoding genomic sequences associated with a flowering-time quantitative trait locus in maize.
Proc Natl Acad Sci U S A. 2007 Jul 3;104(27):11376-81
PMID: 17595297
-
Patterns of DNA sequence polymorphism along chromosome 1 of maize (Zea mays ssp. mays L.).
Proc Natl Acad Sci U S A. 2001 Jul 31;98(16):9161-6
PMID: 11470895
-
Genetic properties of the maize nested association mapping population.
Science. 2009 Aug 7;325(5941):737-40
PMID: 19661427
-
Multiplexed shotgun genotyping for rapid and efficient genetic mapping.
Genome Res. 2011 Apr;21(4):610-7
PMID: 21233398
-
Rapid SNP discovery and genetic mapping using sequenced RAD markers.
PLoS One. 2008;3(10):e3376
PMID: 18852878
-
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
Nucleic Acids Res. 1997 Sep 1;25(17):3389-402
PMID: 9254694
-
Paramutation in maize: RNA mediated trans-generational gene silencing.
Curr Opin Genet Dev. 2010 Apr;20(2):156-63
PMID: 20153628
-
Multiplex sequencing of plant chloroplast genomes using Solexa sequencing-by-synthesis technology.
Nucleic Acids Res. 2008 Nov;36(19):e122
PMID: 18753151
-
Nucleotide variation and haplotype diversity in a 10-kb noncoding region in three continental human populations.
Genetics. 2006 Sep;174(1):399-409
PMID: 16783003
-
Organization and variability of the maize genome.
Curr Opin Plant Biol. 2006 Apr;9(2):157-63
PMID: 16459130
-
A distant upstream enhancer at the maize domestication gene tb1 has pleiotropic effects on plant and inflorescent architecture.
Nat Genet. 2006 May;38(5):594-7
PMID: 16642024
-
Target-enrichment strategies for next-generation sequencing.
Nat Methods. 2010 Feb;7(2):111-8
PMID: 20111037
-
Adjusting the focus on human variation.
Trends Genet. 2000 Jul;16(7):296-302
PMID: 10858659
-
Low nucleotide diversity in man.
Genetics. 1991 Oct;129(2):513-23
PMID: 1743489