Genetic Diversity and Population Structure in Ethiopian Mustard (Brassica carinata A. Braun) as Revealed by Single Nucleotide Polymorphism Markers

被引:5
作者
Tesfaye, Misteru [1 ,2 ]
Feyissa, Tileye [2 ]
Hailesilassie, Teklehaimanot [2 ]
Kanagarajan, Selvaraju [1 ]
Zhu, Li-Hua [1 ]
机构
[1] Swedish Univ Agr Sci, Dept Plant Breeding, POB 190, S-23422 Lomma, Sweden
[2] Addis Ababa Univ, Inst Biotechnol, POB 1176, Addis Ababa, Ethiopia
关键词
Brassica carinata; genetic diversity; population structure; single nucleotide polymorphism marker; LINKAGE MAP; NAPUS; QTL; GERMPLASM; ARRAY; IMPROVEMENT; ACCESSIONS; SELECTION; TRAITS; ACID;
D O I
10.3390/genes14091757
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Ethiopian mustard (Brassica carinata A. Braun) is currently one of the potential oilseeds dedicated to the production for biofuel and other bio-industrial applications. The crop is assumed to be native to Ethiopia where a number of diversified B. carinata germplasms are found and conserved ex situ. However, there is very limited information on the genetic diversity and population structure of the species. This study aimed to investigate the genetic diversity and population structure of B. carinata genotypes of different origins using high-throughput single nucleotide polymorphism (SNP) markers. We used Brassica 90K Illumina InfiniumTM SNP array for genotyping 90 B. carinata genotypes, and a total of 11,499 informative SNP markers were used for investigating the population structure and genetic diversity. The structure analysis, principal coordinate analysis (PcoA) and neighbor-joining tree analysis clustered the 90 B. carinata genotypes into two distinct subpopulations (Pop1 and Pop2). The majority of accessions (65%) were clustered in Pop1, mainly obtained from Oromia and South West Ethiopian People (SWEP) regions. Pop2 constituted dominantly of breeding lines and varieties, implying target selection contributed to the formation of distinct populations. Analysis of molecular variance (AMOVA) revealed a higher genetic variation (93%) within populations than between populations (7%), with low genetic differentiation (PhiPT = 0.07) and poor correlation between genetic and geographical distance (R = 0.02). This implies the presence of gene flow (Nm > 1) and weak geographical structure of accessions. Genetic diversity indices showed the presence of moderate genetic diversity in B. carinata populations with an average genetic diversity value (HE = 0.31) and polymorphism information content (PIC = 0.26). The findings of this study provide important and relevant information for future breeding and conservation efforts of B. carinata.
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页数:14
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共 69 条
[1]   Genetic diversity and population structure of the USDA collection of Brassica juncea L. [J].
Abdel-Haleem, Hussein ;
Luo, Zinan ;
Szczepanek, Aaron .
INDUSTRIAL CROPS AND PRODUCTS, 2022, 187
[2]  
Alemayehu A, 2001, Ph.D. Thesis
[3]   Genotypic diversity and patterns of variation in a germplasm material of Ethiopian mustard (Brassica carinata A.!Braun) [J].
Alemayehu, N ;
Becker, H .
GENETIC RESOURCES AND CROP EVOLUTION, 2002, 49 (06) :573-582
[4]   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
[5]  
BOTSTEIN D, 1980, AM J HUM GENET, V32, P314
[6]   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
[7]   High-density single nucleotide polymorphism (SNP) array mapping in Brassica oleracea: identification of QTL associated with carotenoid variation in broccoli florets [J].
Brown, Allan F. ;
Yousef, Gad G. ;
Chebrolu, Kranthi K. ;
Byrd, Robert W. ;
Everhart, Koyt W. ;
Thomas, Aswathy ;
Reid, Robert W. ;
Parkin, Isobel A. P. ;
Sharpe, Andrew G. ;
Oliver, Rebekah ;
Guzman, Ivette ;
Jackson, Eric W. .
THEORETICAL AND APPLIED GENETICS, 2014, 127 (09) :2051-2064
[8]   High-throughput polymorphism detection and genotyping in Brassica napus using next-generation RAD sequencing [J].
Bus, Anja ;
Hecht, Jochen ;
Huettel, Bruno ;
Reinhardt, Richard ;
Stich, Benjamin .
BMC GENOMICS, 2012, 13
[9]  
Clarke Joseph D, 2009, Cold Spring Harb Protoc, V2009, DOI 10.1101/pdb.prot5177
[10]   A high-density SNP genotyping array for Brassica napus and its ancestral diploid species based on optimised selection of single-locus markers in the allotetraploid genome [J].
Clarke, Wayne E. ;
Higgins, Erin E. ;
Plieske, Joerg ;
Wieseke, Ralf ;
Sidebottom, Christine ;
Khedikar, Yogendra ;
Batley, Jacqueline ;
Edwards, Dave ;
Meng, Jinling ;
Li, Ruiyuan ;
Lawley, Cynthia Taylor ;
Pauquet, Jerome ;
Laga, Benjamin ;
Cheung, Wing ;
Iniguez-Luy, Federico ;
Dyrszka, Emmanuelle ;
Rae, Stephen ;
Stich, Benjamin ;
Snowdon, Rod J. ;
Sharpe, Andrew G. ;
Ganal, Martin W. ;
Parkin, Isobel A. P. .
THEORETICAL AND APPLIED GENETICS, 2016, 129 (10) :1887-1899