Development of a target capture sequencing SNP genotyping platform for genetic analysis and genomic breeding in rapeseed

被引:7
作者
Li, Xiaodong [1 ,2 ]
Liu, Xumei [1 ,2 ]
Fan, Yonghai [1 ,2 ]
Li, Shengting [1 ,2 ]
Yu, Mengna [1 ,2 ]
Qian, Mingchao [1 ,2 ]
Chen, Yuling [1 ,2 ]
Chen, Hongqiao [1 ,2 ]
Li, Xinchun [5 ]
Liu, Bei [5 ]
Xu, Xinfu [1 ,2 ,3 ,4 ]
Qu, Cunmin [1 ,2 ,3 ,4 ]
Li, Jiana [1 ,2 ,3 ,4 ]
Lu, Kun [1 ,2 ,3 ,4 ]
机构
[1] Southwest Univ, Integrat Sci Ctr Germplasm Creat Western China CHO, Chongqing 400715, Peoples R China
[2] Southwest Univ, Coll Agron & Biotechnol, Chongqing 400715, Peoples R China
[3] Minist Educ, Engn Res Ctr South Upland Agr, Chongqing 400715, Peoples R China
[4] Southwest Univ, Acad Agr Sci, Chongqing 400715, Peoples R China
[5] China Golden Marker Beijing Biotech Co Ltd, Beijing 102206, Peoples R China
来源
CROP JOURNAL | 2023年 / 11卷 / 02期
基金
中国国家自然科学基金;
关键词
Rapeseed; Target capture; SNP genotyping platform; Genomic breeding; MARKER-ASSISTED SELECTION; BRASSICA-NAPUS; LINKAGE MAP; ARRAY; POLYMORPHISMS; POPULATION; DATABASE; REVEALS; PROGRAM; BIOLOGY;
D O I
10.1016/j.cj.2022.08.008
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Rapeseed (Brassica napus) is an oil crop grown worldwide, making it a key plant species in molecular breeding research. However, the complexity of its polyploid genome increases sequencing costs and reduces sequencing accuracy. Target capture coupled with high-throughput sequencing is an efficient approach for detecting genetic variation at genomic regions or loci of interest. In this study, 588 rese-quenced accessions of rapeseed were used to develop a target capture sequencing SNP genotyping plat-form named BnaPan50T. The platform comprised 54,765, with 54,058 resequenced markers from the pan-genome, and 855 variant trait-associated markers for 12 agronomic traits. The capture quality of BnaPan50T was demonstrated well in 12 typical accessions. Compared with a conventional genotyping array, BnaPan50T has a high SNP density and a high proportion of SNPs in unique physical positions and in annotated functional genes, promising wide application. Target capture sequencing and whole-genome resequencing in 90 doubled-haploid lines yielded 60% specificity, 78% uniformity within tenfold coverage range, and 93% genotyping accuracy for the platform. BnaPan50T was used to construct a genetic map for quantitative trait loci (QTL) mapping, identify 21 unique QTL, and predict several candi-date genes for yield-related traits in multiple environments. A set of 132 core SNP loci was selected from BnaPan50T to construct DNA fingerprints and germplasm identification resources. This study provides genomics resources to support target capture sequencing, genetic analysis and genomic breeding of rapeseed. (c) 2022 Crop Science Society of China and Institute of Crop Science, CAAS. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:499 / 510
页数:12
相关论文
共 81 条
  • [1] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [2] An SNP map of the human genome generated by reduced representation shotgun sequencing
    Altshuler, D
    Pollara, VJ
    Cowles, CR
    Van Etten, WJ
    Baldwin, J
    Linton, L
    Lander, ES
    [J]. NATURE, 2000, 407 (6803) : 513 - 516
  • [3] Functional markers in plants
    Andersen, JR
    Lübberstedt, T
    [J]. TRENDS IN PLANT SCIENCE, 2003, 8 (11) : 554 - 560
  • [4] BioMercator: integrating genetic maps and QTL towards discovery of candidate genes
    Arcade, A
    Labourdette, A
    Falque, M
    Mangin, B
    Chardon, F
    Charcosset, A
    Joets, J
    [J]. BIOINFORMATICS, 2004, 20 (14) : 2324 - 2326
  • [5] Assembly and comparison of two closely related Brassica napus genomes
    Bayer, Philipp E.
    Hurgobin, Bhavna
    Golicz, Agnieszka A.
    Chan, Chon-Kit Kenneth
    Yuan, Yuxuan
    Lee, HueyTyng
    Renton, Michael
    Meng, Jinling
    Li, Ruiyuan
    Long, Yan
    Zou, Jun
    Bancroft, Ian
    Chalhoub, Boulos
    King, Graham J.
    Batley, Jacqueline
    Edwards, David
    [J]. PLANT BIOTECHNOLOGY JOURNAL, 2017, 15 (12) : 1602 - 1610
  • [6] Whole-genome re-sequencing
    Bentley, David R.
    [J]. CURRENT OPINION IN GENETICS & DEVELOPMENT, 2006, 16 (06) : 545 - 552
  • [7] Trimmomatic: a flexible trimmer for Illumina sequence data
    Bolger, Anthony M.
    Lohse, Marc
    Usadel, Bjoern
    [J]. BIOINFORMATICS, 2014, 30 (15) : 2114 - 2120
  • [8] BOTSTEIN D, 1980, AM J HUM GENET, V32, P314
  • [9] Bouche F., 2016, NUCLEIC ACIDS RES, V44, pD1167
  • [10] Conversion of array-based single nucleotide polymorphic markers for use in targeted genotyping by sequencing in hexaploid wheat (Triticum aestivum)
    Burridge, Amanda J.
    Wilkinson, Paul A.
    Winfield, Mark O.
    Barker, Gary L. A.
    Allen, Alexandra M.
    Coghill, Jane A.
    Waterfall, Christy
    Edwards, Keith J.
    [J]. PLANT BIOTECHNOLOGY JOURNAL, 2018, 16 (04) : 867 - 876