Integrating targeted genetic markers to genotyping-by-sequencing for an ultimate genotyping tool

被引:0
|
作者
de Ronne, Maxime [1 ,2 ,3 ]
Abed, Amina [4 ]
Legare, Gaetan [2 ]
Laroche, Jerome [2 ]
St-Amour, Vincent-Thomas Boucher [1 ,2 ,3 ]
Fortier, Eric [5 ]
Beattie, Aaron [6 ]
Badea, Ana [7 ]
Khanal, Raja [8 ]
O'Donoughue, Louise [5 ]
Rajcan, Istvan [9 ]
Belzile, Francois [1 ,2 ,3 ]
Boyle, Brian [2 ]
Torkamaneh, Davoud [1 ,2 ,3 ,10 ]
机构
[1] Univ Laval, Dept Phytol, Quebec City, PQ, Canada
[2] Univ Laval, Inst Biol Integrat & Syst IBIS, Quebec City, PQ, Canada
[3] Univ Laval, Ctr Rech & Innovat Vegetaux CRIV, Quebec City, PQ, Canada
[4] Consortium Rech Pomme Terre Quebec CRPTQ, Quebec City, PQ, Canada
[5] Ctr Rech Grains CEROM, St Mathieu De Beloeil, PQ, Canada
[6] Univ Saskatchewan, Dept Plant Sci, Saskatoon, SK, Canada
[7] Brandon Res & Dev Ctr, Agr & Agri Food Canada, Brandon, MB, Canada
[8] Ottawa Res & Dev Ctr, Agr & Agri Food Canada, Ottawa, ON, Canada
[9] Univ Guelph, Dept Plant Agr, Guelph, ON, Canada
[10] Univ Laval, Inst Intelligence & Donnees IID, Quebec City, PQ, Canada
关键词
Genotyping By sequencing (GBS); Amplicon sequencing (AmpSeq); High throughput; Genome wide and targeted genotyping; Single nucleotide polymorphism; Marker-assisted selection; Genomic selection; QUANTITATIVE TRAIT LOCI; GENOME-WIDE ASSOCIATION; ASSISTED SELECTION; MOLECULAR MARKERS; COMPLEX TRAITS; LINKAGE MAP; PREDICTION; PLANT; NORMALIZATION; PERFORMANCE;
D O I
10.1007/s00122-024-04750-6
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
New selection methods, using trait-specific markers (marker-assisted selection (MAS)) and/or genome-wide markers (genomic selection (GS)), are becoming increasingly widespread in breeding programs. This new era requires innovative and cost-efficient solutions for genotyping. Reduction in sequencing cost has enhanced the use of high-throughput low-cost genotyping methods such as genotyping-by-sequencing (GBS) for genome-wide single-nucleotide polymorphism (SNP) profiling in large breeding populations. However, the major weakness of GBS methodologies is their inability to genotype targeted markers. Conversely, targeted methods, such as amplicon sequencing (AmpSeq), often face cost constraints, hindering genome-wide genotyping across a large cohort. Although GBS and AmpSeq data can be generated from the same sample, an efficient method to achieve this is lacking. In this study, we present the Genome-wide & Targeted Amplicon (GTA) genotyping platform, an innovative way to integrate multiplex targeted amplicons into the GBS library preparation to provide an all-in-one cost-effective genotyping solution to breeders and research communities. Custom primers were designed to target 23 and 36 high-value markers associated with key agronomical traits in soybean and barley, respectively. The resulting multiplex amplicons were compatible with the GBS library preparation enabling both GBS and targeted genotyping data to be produced efficiently and cost-effectively. To facilitate data analysis, we have introduced Fast-GBS.v3, a user-friendly bioinformatic pipeline that generates comprehensive outputs from data obtained following sequencing of GTA libraries. This high-throughput low-cost approach will greatly facilitate the application of DNA markers as it provides required markers for both MAS and GS in a single assay.
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页数:18
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