Brzozowski Lauren J, Phillips Timothy D, Van Sanford David A
Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky, USA.
Plant Genome. 2025 Jun;18(2):e70008. doi: 10.1002/tpg2.70008.
Cereal rye (Secale cereale) is a grain, forage, and cover crop, with specific regional production practices. Maintaining regional varieties is challenged by rye reproductive biology, as wind pollination may dilute varietal distinction. Similarly, breeding new population varieties for regional needs lacks efficiency gains seen in other grains. We sought to address the challenges in maintaining and breeding rye population varieties in the Southeastern United States, where rye is a forage and cover crop, with emerging grain markets. Genetic and phenotypic variation within and between populations was characterized to determine varietal differentiation and test the efficacy of genomic selection for population improvement. Using 15 Southeastern rye accessions and eight breeding populations, we genotyped and phenotyped more than 500 individuals and found that most phenotypic and genetic variation is within rather than among accessions. Latitude of variety source, but not end use, contributed to intervarietal variation for heading date, but not traits associated with seed yield. Genomic prediction accuracy was moderately high (r > 0.3) for most traits, but within-population prediction accuracy was more variable, with only some populations having nonzero within-population prediction accuracy. This work establishes the inter- and intravarietal differentiation in Southeastern rye accessions, and demonstrates viability of genomics-enabled population improvement for regional varieties.
谷物黑麦(Secale cereale)是一种粮食、饲料和覆盖作物,有特定的区域生产方式。由于风媒授粉可能会淡化品种差异,黑麦的繁殖生物学给维持区域品种带来了挑战。同样,针对区域需求培育新的群体品种也缺乏在其他谷物中看到的效率提升。我们试图应对在美国东南部维持和培育黑麦群体品种的挑战,在那里黑麦是一种饲料和覆盖作物,且谷物市场正在兴起。对群体内部和群体之间的遗传和表型变异进行了表征,以确定品种分化,并测试基因组选择对群体改良的效果。我们使用了15个东南部黑麦种质和8个育种群体,对500多个个体进行了基因分型和表型分析,发现大多数表型和遗传变异存在于种质内部而非种质之间。品种来源地的纬度,而非最终用途,对头期的品种间变异有贡献,但对与种子产量相关的性状没有贡献。对于大多数性状,基因组预测准确性中等偏高(r > 0.3),但群体内预测准确性变化更大,只有一些群体具有非零的群体内预测准确性。这项工作确定了东南部黑麦种质的品种间和品种内分化,并证明了基于基因组学的区域品种群体改良的可行性。