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Evaluation of Genetic Diversity and Genome-wide Linkage Disequilibrium among U.S. Wheat (Triticum aestivum L.) Germplasm Representing Different Market Classes
- Chao, Shiaoman, Zhang, Wenjun, Dubcovsky, Jorge, Sorrells, Mark
- Crop science 2007 v.47 no.3 pp. 1018
- Triticum aestivum, wheat, genetic variation, germplasm, linkage disequilibrium, genome, cultivars, breeding lines, microsatellite repeats, genetic markers, plant adaptation, geographical variation, spring wheat, winter wheat
- Genetic diversity and genome-wide linkage disequilibrium (LD) were investigated among 43 U.S. wheat (L.) elite cultivars and breeding lines representing seven U.S. wheat market classes using 242 wheat genomic simple sequence repeat (SSR) markers distributed throughout the wheat genome. Genetic diversity among these lines was examined using genetic distance-based and model-based clustering methods, and analysis of molecular variance. Four populations were identified from the model-based analysis, which partitioned each of the spring and winter populations into two subpopulations, corresponding largely to major geographic regions of wheat production in the United States. This suggests that the genetic diversity existing among these U.S. wheat germplasm was influenced more by regional adaptation than by market class, and that the individuals clustered in the same model-based population likely shared related ancestral lines in their breeding history. For this germplasm collection, genome-wide LD estimates were generally less than 1 cM for the genetically linked loci pairs. This may result from the population stratification and small sample size that reduced statistical power. Most of the LD regions observed were between loci less than 10 cM apart. However, the distribution of LD was not uniform based on linkage distance and was independent of marker density. Consequently, LD is likely to vary widely among wheat populations.