2 research outputs found
Population Genomic Analysis Reveals Differential Evolutionary Histories and Patterns of Diversity across Subgenomes and Subpopulations of Brassica napus L.
The allotetraploid species Brassica napus L. is a global crop of major economic importance, providing canola oil (seed) and vegetables for human consumption and fodder and meal for livestock feed. Characterizing the genetic diversity present in the extant germplasm pool of B. napus is fundamental to better conserve, manage and utilize the genetic resources of this species. We used sequence-based genotyping to identify and genotype 30,881 SNPs in a diversity panel of 782 B. napus accessions, representing samples of winter and spring growth habits originating from 33 countries across Europe, Asia and America. We detected strong population structure broadly concordant with growth habit and geography, and identified three major genetic groups: spring (SP), winter Europe (WE), and winter Asia (WA). Subpopulation-specific polymorphism patterns suggest enriched genetic diversity within the WA group and a smaller effective breeding population for the SP group compared to WE. Interestingly, the two subgenomes of B. napus appear to have different geographic origins, with phylogenetic analysis placing WE and WA as basal clades for the other subpopulations in the C and A subgenomes, respectively. Finally, we identified 16 genomic regions where the patterns of diversity differed markedly from the genome-wide average, several of which are suggestive of genomic inversions. The results obtained in this study constitute a valuable resource for worldwide breeding efforts and the genetic dissection and prediction of complex B. napus traits
Recommended from our members
Genome-wide association study identifies acyl-lipid metabolism candidate genes involved in the genetic control of natural variation for seed fatty acid traits in Brassica napus L.
Brassica napus L. represents a potential plant feedstock for the sustainable production of hydrotreated renewable fuels needed to support carbon-based energy production. However, to increase the use of plant-derived oils for energy needs, breeding efforts are required to optimize the amount and profile of fatty acids (FAs) contained in the oil extracted from B. maims seed to meet demands of the various market categories. To this end, we analyzed the genetic basis of FA content and composition of seed from a diverse panel of spring-type B. napus accessions evaluated at four US locations across multiple years. The extent of phenotypic variations for total oil content, nine FA compounds, and 14 derivative traits were found, in general, to be highly heritable. A genome-wide association study (GWAS) was conducted that detected 53 SNPs significantly associated with one or more of the 24 FA seed traits, resulting in the implicated genetic role of 12 candidate genes, four of which had two homologs each, from the acyl-lipid pathway. To our knowledge, the two detected homologs of 3-Ketoacyl-CoA thiolase (KAT), have never been associated with seed oil traits in B. napus. Through the application of whole-genome prediction, the 24 FA seed traits were generally found to have moderately high predictive abilities (70% of traits with abilities > 0.70), suggesting that these traits are highly amenable to genomic selection. Overall, our results contribute to the expanding body of knowledge regarding key enzymes in the acyl-lipid pathway at the quantitative genetic level and illustrate how genomics-assisted breeding could be leveraged to genetically improve FA seed traits in B. napus.24 month embargo; published online: 6 January 2020This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at [email protected]