A Robust, Simple Genotyping-by-Sequencing (GBS) Approach for High Diversity Species

被引:4626
作者
Elshire, Robert J. [1 ]
Glaubitz, Jeffrey C. [1 ]
Sun, Qi [2 ]
Poland, Jesse A. [3 ]
Kawamoto, Ken [1 ]
Buckler, Edward S. [1 ,4 ]
Mitchell, Sharon E. [1 ]
机构
[1] Cornell Univ, Inst Genom Divers, Ithaca, NY 14853 USA
[2] Cornell Univ, Computat Biol Serv Unit, Ithaca, NY USA
[3] ARS, Hard Winter Wheat Genet Res Unit, USDA, Manhattan, KS USA
[4] ARS, Plant Soil & Nutr Res Unit, USDA, Ithaca, NY USA
基金
美国国家科学基金会; 美国农业部;
关键词
MAIZE; GENERATION; MAP; ASSOCIATION; PLANT;
D O I
10.1371/journal.pone.0019379
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:10
相关论文
共 37 条
[21]   Expanding the genetic map of maize with the intermated B73 x Mo17 (IBM) population [J].
Lee, M ;
Sharopova, N ;
Beavis, WD ;
Grant, D ;
Katt, M ;
Blair, D ;
Hallauer, A .
PLANT MOLECULAR BIOLOGY, 2002, 48 (05) :453-461
[22]  
Li H, 2009, BIOINFORMATICS, V25, P1094, DOI [10.1093/bioinformatics/btp324, 10.1093/bioinformatics/btp100]
[23]  
LI WH, 1991, GENETICS, V129, P513
[24]   Target-enrichment strategies for next-generation sequencing [J].
Mamanova, Lira ;
Coffey, Alison J. ;
Scott, Carol E. ;
Kozarewa, Iwanka ;
Turner, Emily H. ;
Kumar, Akash ;
Howard, Eleanor ;
Shendure, Jay ;
Turner, Daniel J. .
NATURE METHODS, 2010, 7 (02) :111-118
[25]   Genetic Properties of the Maize Nested Association Mapping Population [J].
McMullen, Michael D. ;
Kresovich, Stephen ;
Villeda, Hector Sanchez ;
Bradbury, Peter ;
Li, Huihui ;
Sun, Qi ;
Flint-Garcia, Sherry ;
Thornsberry, Jeffry ;
Acharya, Charlotte ;
Bottoms, Christopher ;
Brown, Patrick ;
Browne, Chris ;
Eller, Magen ;
Guill, Kate ;
Harjes, Carlos ;
Kroon, Dallas ;
Lepak, Nick ;
Mitchell, Sharon E. ;
Peterson, Brooke ;
Pressoir, Gael ;
Romero, Susan ;
Rosas, Marco Oropeza ;
Salvo, Stella ;
Yates, Heather ;
Hanson, Mark ;
Jones, Elizabeth ;
Smith, Stephen ;
Glaubitz, Jeffrey C. ;
Goodman, Major ;
Ware, Doreen ;
Holland, James B. ;
Buckler, Edward S. .
SCIENCE, 2009, 325 (5941) :737-740
[26]   Organization and variability of the maize genome [J].
Messing, J ;
Dooner, HK .
CURRENT OPINION IN PLANT BIOLOGY, 2006, 9 (02) :157-163
[27]   APPLICATIONS OF NEXT-GENERATION SEQUENCING Sequencing technologies - the next generation [J].
Metzker, Michael L. .
NATURE REVIEWS GENETICS, 2010, 11 (01) :31-46
[28]   Adjusting the focus on human variation [J].
Przeworski, M ;
Hudson, RR ;
Di rienzo, A .
TRENDS IN GENETICS, 2000, 16 (07) :296-302
[29]   Structure of linkage disequilibrium and phenotypic associations in the maize genome [J].
Remington, DL ;
Thornsberry, JM ;
Matsuoka, Y ;
Wilson, LM ;
Whitt, SR ;
Doeblay, J ;
Kresovich, S ;
Goodman, MM ;
Buckler, ES .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (20) :11479-11484
[30]   Conserved noncoding genomic sequences associated with a flowering-time quantitative trait locus m maize [J].
Salvi, Silvio ;
Sponza, Giorgio ;
Morgante, Michele ;
Tomes, Dwight ;
Niu, Xiaomu ;
Fengler, Kevin A. ;
Meeley, Robert ;
Ananiev, Evgueni V. ;
Svitashev, Sergei ;
Bruggemann, Edward ;
Li, Bailin ;
Hainey, Christine F. ;
Radovic, Slobodanka ;
Zaina, Giusi ;
Rafalski, J.-Antoni ;
Tingey, Scott V. ;
Miao, Guo-Hua ;
Phillips, Ronald L. ;
Tuberosa, Roberto .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (27) :11376-11381