Harnessing genome-wide genetic diversity, population structure and linkage disequilibrium in Ethiopian durum wheat gene pool

被引:2
|
作者
Mulugeta, Behailu [1 ,2 ,3 ]
Ortiz, Rodomiro [2 ]
Geleta, Mulatu [2 ]
Hailesilassie, Teklehaimanot [1 ]
Hammenhag, Cecilia [2 ]
Hailu, Faris [4 ]
Tesfaye, Kassahun [1 ,5 ]
机构
[1] Addis Ababa Univ, Inst Biotechnol, Addis Ababa, Ethiopia
[2] Swedish Univ Agr Sci, Dept Plant Breeding, Alnarp, Sweden
[3] Oromia Agr Res Inst, Sinana Agr Res Ctr, Bale Robe, Ethiopia
[4] Bio & Emerging Technol Inst, Addis Ababa, Ethiopia
[5] Wollo Univ, Dept Biol & Biotechnol, Dessie, Ethiopia
来源
FRONTIERS IN PLANT SCIENCE | 2023年 / 14卷
关键词
domestication; durum wheat; landraces; nucleotide diversity; polymorphic information content; selection signature; single nucleotide polymorphisms; QUANTITATIVE TRAIT LOCI; GERMPLASM COLLECTION; ASSOCIATION; SOFTWARE; IMPROVEMENT; LANDRACES; SELECTION; MARKERS; RANGE; YIELD;
D O I
10.3389/fpls.2023.1192356
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Yanyang Liu, Henan Academy of Agricultural Sciences (HNAAS), China; Landraces are an important genetic source for transferring valuable novel genes and alleles required to enhance genetic variation. Therefore, information on the gene pool's genetic diversity and population structure is essential for the conservation and sustainable use of durum wheat genetic resources. Hence, the aim of this study was to assess genetic diversity, population structure, and linkage disequilibrium, as well as to identify regions with selection signature. Five hundred (500) individuals representing 46 landraces, along with 28 cultivars were evaluated using the Illumina Infinium 25K wheat SNP array, resulting in 8,178 SNPs for further analysis. Gene diversity (GD) and the polymorphic information content (PIC) ranged from 0.13-0.50 and 0.12-0.38, with mean GD and PIC values of 0.34 and 0.27, respectively. Linkage disequilibrium (LD) revealed 353,600 pairs of significant SNPs at a cut-off (r(2) > 0.20, P < 0.01), with an average r(2) of 0.21 for marker pairs. The nucleotide diversity (& pi;) and Tajima's D (TD) per chromosome for the populations ranged from 0.29-0.36 and 3.46-5.06, respectively, with genome level, mean & pi; values of 0.33 and TD values of 4.43. Genomic scan using the F-st outlier test revealed 85 loci under selection signatures, with 65 loci under balancing selection and 17 under directional selection. Putative candidate genes co-localized with regions exhibiting strong selection signatures were associated with grain yield, plant height, host plant resistance to pathogens, heading date, grain quality, and phenolic content. The Bayesian Model (STRUCTURE) and distance-based (principal coordinate analysis, PCoA, and unweighted pair group method with arithmetic mean, UPGMA) methods grouped the genotypes into five subpopulations, where landraces from geographically non-adjoining environments were clustered in the same cluster. This research provides further insights into population structure and genetic relationships in a diverse set of durum wheat germplasm, which could be further used in wheat breeding programs to address production challenges sustainably.
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页数:18
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