Sequence-Based Genotyping for Marker Discovery and Co-Dominant Scoring in Germplasm and Populations

被引:104
作者
Truong, Hoa T. [1 ]
Ramos, A. Marcos [1 ]
Yalcin, Feyruz [1 ]
de Ruiter, Marjo [1 ]
van der Poel, Hein J. A. [1 ]
Huvenaars, Koen H. J. [1 ]
Hogers, Rene C. J. [1 ]
van Enckevort, Leonora J. G. [1 ]
Janssen, Antoine [1 ]
van Orsouw, Nathalie J. [1 ]
van Eijk, Michiel J. T. [1 ]
机构
[1] Keygene NV, Wageningen, Netherlands
关键词
GENOME-WIDE ASSOCIATION; LINKAGE MAP; ARABIDOPSIS-THALIANA; SNP DISCOVERY; AFLP; CONSTRUCTION; TECHNOLOGIES; TRAITS; BARLEY; L;
D O I
10.1371/journal.pone.0037565
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
Conventional marker-based genotyping platforms are widely available, but not without their limitations. In this context, we developed Sequence-Based Genotyping (SBG), a technology for simultaneous marker discovery and co-dominant scoring, using next-generation sequencing. SBG offers users several advantages including a generic sample preparation method, a highly robust genome complexity reduction strategy to facilitate de novo marker discovery across entire genomes, and a uniform bioinformatics workflow strategy to achieve genotyping goals tailored to individual species, regardless of the availability of a reference sequence. The most distinguishing features of this technology are the ability to genotype any population structure, regardless whether parental data is included, and the ability to co-dominantly score SNP markers segregating in populations. To demonstrate the capabilities of SBG, we performed marker discovery and genotyping in Arabidopsis thaliana and lettuce, two plant species of diverse genetic complexity and backgrounds. Initially we obtained 1,409 SNPs for arabidopsis, and 5,583 SNPs for lettuce. Further filtering of the SNP dataset produced over 1,000 high quality SNP markers for each species. We obtained a genotyping rate of 201.2 genotypes/SNP and 58.3 genotypes/SNP for arabidopsis (n = 222 samples) and lettuce (n = 87 samples), respectively. Linkage mapping using these SNPs resulted in stable map configurations. We have therefore shown that the SBG approach presented provides users with the utmost flexibility in garnering high quality markers that can be directly used for genotyping and downstream applications. Until advances and costs will allow for routine whole-genome sequencing of populations, we expect that sequence-based genotyping technologies such as SBG will be essential for genotyping of model and non-model genomes alike.
引用
收藏
页数:9
相关论文
共 37 条
[1]   Development of an AFLP based linkage map of Ler, Col and Cvi Arabidopsis thaliana ecotypes and construction of a Ler/Cvi recombinant inbred line population [J].
Alonso-Blanco, C ;
Peeters, AJM ;
Koornneef, M ;
Lister, C ;
Dean, C ;
van den Bosch, N ;
Pot, J ;
Kuiper, MTR .
PLANT JOURNAL, 1998, 14 (02) :259-271
[2]   Multiplexed shotgun genotyping for rapid and efficient genetic mapping [J].
Andolfatto, Peter ;
Davison, Dan ;
Erezyilmaz, Deniz ;
Hu, Tina T. ;
Mast, Joshua ;
Sunayama-Morita, Tomoko ;
Stern, David L. .
GENOME RESEARCH, 2011, 21 (04) :610-617
[3]  
Appleby Nikki, 2009, V513, P19, DOI 10.1007/978-1-59745-427-8_2
[4]   Rapid SNP Discovery and Genetic Mapping Using Sequenced RAD Markers [J].
Baird, Nathan A. ;
Etter, Paul D. ;
Atwood, Tressa S. ;
Currey, Mark C. ;
Shiver, Anthony L. ;
Lewis, Zachary A. ;
Selker, Eric U. ;
Cresko, William A. ;
Johnson, Eric A. .
PLOS ONE, 2008, 3 (10)
[5]   SEED: efficient clustering of next-generation sequences [J].
Bao, Ergude ;
Jiang, Tao ;
Kaloshian, Isgouhi ;
Girke, Thomas .
BIOINFORMATICS, 2011, 27 (18) :2502-2509
[6]   Identification of SNP and SSR markers in eggplant using RAD tag sequencing [J].
Barchi, Lorenzo ;
Lanteri, Sergio ;
Portis, Ezio ;
Acquadro, Alberto ;
Vale, Giampiero ;
Toppino, Laura ;
Rotino, Giuseppe Leonardo .
BMC GENOMICS, 2011, 12
[7]   Linkage Mapping and Comparative Genomics Using Next-Generation RAD Sequencing of a Non-Model Organism [J].
Baxter, Simon W. ;
Davey, John W. ;
Johnston, J. Spencer ;
Shelton, Anthony M. ;
Heckel, David G. ;
Jiggins, Chris D. ;
Blaxter, Mark L. .
PLOS ONE, 2011, 6 (04)
[8]  
Buntjer J, 2002, PLANT AN MICR GEN 10
[9]   Construction and application for QTL analysis of a Restriction Site Associated DNA (RAD) linkage map in barley [J].
Chutimanitsakun, Yada ;
Nipper, Rick W. ;
Cuesta-Marcos, Alfonso ;
Cistue, Luis ;
Corey, Ann ;
Filichkina, Tanya ;
Johnson, Eric A. ;
Hayes, Patrick M. .
BMC GENOMICS, 2011, 12
[10]   Genome-wide association mapping to candidate polymorphism resolution in the unsequenced barley genome [J].
Cockram, James ;
White, Jon ;
Zuluaga, Diana L. ;
Smith, David ;
Comadran, Jordi ;
Macaulay, Malcolm ;
Luo, Zewei ;
Kearsey, Mike J. ;
Werner, Peter ;
Harrap, David ;
Tapsell, Chris ;
Liu, Hui ;
Hedley, Peter E. ;
Stein, Nils ;
Schulte, Daniela ;
Steuernagel, Burkhard ;
Marshall, David F. ;
Thomas, William T. B. ;
Ramsay, Luke ;
Mackay, Ian ;
Balding, David J. ;
Waugh, Robbie ;
O'Sullivan, Donal M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (50) :21611-21616