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作 者:Neal W.Tilhou Shawn M.Kaeppler Michael D.Casler
机构地区:[1]Department of Agronomy,University of Wisconsin,Madison,Wisconsin,USA [2]USDA-ARS,U.S.Dairy Forage Research Center,Madison,Wisconsin,USA
出 处:《Grassland Research》2022年第1期31-42,共12页草地研究(英文)
基 金:supported in part by the Great Lakes Bioenergy Research Center,US Department of Energy,Office of Science,Office of Biological and Environmental Research under Award Number DE-SC0018409.
摘 要:Background:Switchgrass sward establishment results in up to 90%seedling mortality.The degree of selection during sward establishment has not been reported using modern genetic methods.Methods:Pooled leaf samples were sequenced from replicated swards of 46 half-sib families from two breeding groups(lowland and hybrid)before and through 3 years of stand establishment.Pooled allele frequencies were then assessed using fixation indices(Fst)and an independent data set was used to predict the polygenic impact of establishment selection on two traits(heading date and winter survivorship).Last,the DNA pools were assigned survival rankings to predict the sward survival genomically estimated breeding values within the training data set.Results:Strong and parallel selection occured in both breeding groups.Five genomic regions exceeded the significant threshold of 99.9%in>10 families,indicating consistent selection across families and breeding groups.Polygenic trait predictions determined that establishment selection was partially associated with winter survivorship but resulted in variable heading date alterations.The genomewide variation is consistent with selection for a small number of related parental lines.Conclusions:This study observed strong selection for a small number of hybrid and coastal ecotype individuals which are promising germplasm sources for improved sward survival.This confirms prior reports of sward selection during grassland establishment and highlights the strength of pooled DNA sequencing for survival traits.
关 键 词:genomic prediction grassland establishment Panicum virgatum polygenic traits SELECTION
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