Genetic diversity and population structure of the USDA collection of Brassica juncea L.

被引:12
作者
Abdel-Haleem, Hussein [1 ]
Luo, Zinan [1 ,2 ]
Szczepanek, Aaron [1 ]
机构
[1] USDA ARS, US Arid Land Agr Res Ctr, Maricopa, AZ 85138 USA
[2] Hunan Agr Univ, Coll Agr, 1 Nongda Rd, Changsha, Hunan, Peoples R China
基金
美国农业部; 美国食品与农业研究所;
关键词
Analysis of molecular variance (AMOVA); Brassica juncea L; Genetic diversity; Genotyping-by-sequencing (GBS); Linkage disequilibrium; Indian mustard; Single nucleotide polymorphism (SNP); Population structure; LINKAGE DISEQUILIBRIUM; PHENOTYPIC DIFFERENCES; F-STATISTICS; RAPD; GENOME; TRAITS; DIFFERENTIATION; IDENTIFICATION; INFORMATION; PERFORMANCE;
D O I
10.1016/j.indcrop.2022.115379
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
The success of plant biofuels relies on finding inexpensive feedstocks that do not compete with food crops and can be cultivated economically in diverse geographical regions and agricultural production systems. Brassica juncea L. is a native crop of the western and central Asia, is considered a good biodiesel candidate due to its high oil content with high unsaturated fatty acids that can be refined into biofuels that equal petroleum-based fuels characteristics. To build genomic resources for B.juncea, a diversity panel consisting of 340 of accessions, were collected from 22 countries and stored at the USDA repository, and were genotyped to explore genetic diversity, relatedness, and population structure. A total of 99030 high-quality single nucleotide polymorphisms (SNP) markers were identified using genotyping-by-sequencing (GBS) technology. Those SNP were distributed over the 18 chromosomes with an average of 5000 SNP per chromosome, an average polymorphism information content (PIC) value of 0.23 and an expected heterozygosity (He) value of 0.281 indicating the genetic diversity within the USDA collection of B. juncea. Population structure and principal components analyses (PCA) based on identified SNPs revealed five distinct subpopulations, with the largest subpopulation containing accessions traced back to Pakistan and India. Analysis of molecular variance (AMOVA) revealed that 40% of the variation in USDA collection was among the five subpopulations, while 49% of the variation was due to the variation among accessions used in the analysis. High fixation index (FST) among distinguished subpopulations indicates a wide genetic diversity and high genetic differentiation among subpopulations. The results explored the genetic diversity in the USDA collection of B. juncea that could be used to genetically improve the crop. This information and accessions provide tools to enhance genetic gain in B. juncea breeding programs through genome-wide association analysis studies (GWAS) and marker-assisted selection (MAS) approaches.
引用
收藏
页数:10
相关论文
共 91 条
[1]  
Adhikari A., 2021, BRASSICA JUNCEA PROD, P33
[2]   Association Mapping of Seed Quality Traits Under Varying Conditions of Nitrogen Application inBrassica junceaL. Czern & Coss [J].
Akhatar, Javed ;
Singh, Mohini Prabha ;
Sharma, Anju ;
Kaur, Harjeevan ;
Kaur, Navneet ;
Sharma, Sanjula ;
Bharti, Baudh ;
Sardana, V. K. ;
Banga, Surinder S. .
FRONTIERS IN GENETICS, 2020, 11
[3]   Genome-wide association mapping for grain yield components and root traits in Brassica juncea (L.) Czern & Coss. [J].
Akhatar, Javed ;
Banga, Surinder S. .
MOLECULAR BREEDING, 2015, 35 (01)
[4]  
Ali N, 2015, PAK J AGR SCI, V52, P63
[5]   Dissecting the genome of the polyploid crop oilseed rape by transcriptome sequencing [J].
Bancroft, Ian ;
Morgan, Colin ;
Fraser, Fiona ;
Higgins, Janet ;
Wells, Rachel ;
Clissold, Leah ;
Baker, David ;
Long, Yan ;
Meng, Jinling ;
Wang, Xiaowu ;
Liu, Shengyi ;
Trick, Martin .
NATURE BIOTECHNOLOGY, 2011, 29 (08) :762-U128
[6]  
Bancroft Ian, 2011, NAT BIOTECHNOL, V29, P762, DOI [10.1038/nbt.1926, DOI 10.1038/NBT.1926]
[7]   Linkage disequilibrium and haplotype block patterns in popcorn populations [J].
Bastos Andrade, Andrea Carla ;
Soriano Viana, Jose Marcelo ;
Pereira, Helcio Duarte ;
Pinto, Vitor Batista ;
Fonseca e Silva, Fabyano .
PLOS ONE, 2019, 14 (09)
[8]   Population Structure and Phylogenetic Relationships in a Diverse Panel of Brassica rapa L. [J].
Bird, Kevin A. ;
An, Hong ;
Gazave, Elodie ;
Gore, Michael A. ;
Pires, J. Chris ;
Robertson, Larry D. ;
Labate, Joanne A. .
FRONTIERS IN PLANT SCIENCE, 2017, 8
[9]  
BOTSTEIN D, 1980, AM J HUM GENET, V32, P314
[10]   TASSEL: software for association mapping of complex traits in diverse samples [J].
Bradbury, Peter J. ;
Zhang, Zhiwu ;
Kroon, Dallas E. ;
Casstevens, Terry M. ;
Ramdoss, Yogesh ;
Buckler, Edward S. .
BIOINFORMATICS, 2007, 23 (19) :2633-2635