Assessing genetic gain in an intermediate wheatgrass improvement program: A retrospective analysis

IF 2 3区 农林科学 Q2 AGRONOMY Crop Science Pub Date : 2024-09-13 DOI:10.1002/csc2.21338
Hannah Stoll, Prabin Bajgain, James Anderson
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Abstract

The perennial crop intermediate wheatgrass [IWG, Thinopyrum intermedium (Host Barkworth & D.R. Dewey] has been under development as a grain crop since 2011 at the University of Minnesota (UMN). Breeding efforts have targeted larger seed size, reduced shattering, and improved threshability, among other traits. Calculating the rate of genetic gain provides insights into breeding progress and informs adjustments in future breeding practices. In this study, materials from multiple breeding cycles of the UMN IWG breeding program were grown in 4 environments to estimate realized genetic gain of domestication and agronomic traits. A set of 242 parents from breeding cycles 2–5 were planted in an augmented experimental design and evaluated over 2 years in 2 locations. Improvement in the mean values for selected traits from cycles 2 to 5 was observed for most traits. Regression analysis used to estimate the rate of genetic gain was significant for both floret and average shattering, spikelet density, seed area and width, and 10‐spike seed weight and spike weight. With this information, we make recommendations for future IWG breeding practices. For example, we recommend phenotyping the two types of shattering independently and selecting earlier anthesis genotypes to improve yield component traits. We conclude that progress for several traits may take decades to achieve desired population means, and could be improved with better phenotyping methods, genomic selection applications, and decreased time per breeding cycle. These findings are applicable to other IWG breeding programs and perennial grain domestication programs.
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评估中间小麦草改良计划的遗传增益:回顾性分析
自 2011 年以来,明尼苏达大学(UMN)一直在将多年生作物中间麦草(IWG,Thinopyrum intermedium (Host Barkworth & D.R. Dewey)作为谷物作物进行开发。育种工作的目标是扩大种子尺寸、减少破碎和提高脱粒性等性状。通过计算遗传增益率,可以深入了解育种进展,并为调整未来的育种实践提供信息。在这项研究中,来自 UMN IWG 育种计划多个育种周期的材料在 4 种环境中生长,以估算驯化和农艺性状的实现遗传增益。育种周期 2-5 的一组 242 个亲本被种植在一个扩增实验设计中,并在 2 个地点进行了为期 2 年的评估。在大多数性状上,观察到所选性状的平均值从第 2 个周期到第 5 个周期都有所提高。用于估算遗传增益率的回归分析结果表明,小花和平均破碎率、小穗密度、种子面积和宽度、10 穗种子重量和穗重量均有显著提高。根据这些信息,我们对未来的 IWG 育种实践提出了建议。例如,我们建议分别对两种破碎类型进行表型分析,并选择花期较早的基因型来提高产量成分性状。我们的结论是,若干性状的进展可能需要数十年才能达到理想的种群数量,而更好的表型方法、基因组选育应用以及缩短每个育种周期所需的时间都能改善这些性状。这些发现适用于其他 IWG 育种计划和多年生谷物驯化计划。
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来源期刊
Crop Science
Crop Science 农林科学-农艺学
CiteScore
4.50
自引率
8.70%
发文量
197
审稿时长
3 months
期刊介绍: Articles in Crop Science are of interest to researchers, policy makers, educators, and practitioners. The scope of articles in Crop Science includes crop breeding and genetics; crop physiology and metabolism; crop ecology, production, and management; seed physiology, production, and technology; turfgrass science; forage and grazing land ecology and management; genomics, molecular genetics, and biotechnology; germplasm collections and their use; and biomedical, health beneficial, and nutritionally enhanced plants. Crop Science publishes thematic collections of articles across its scope and includes topical Review and Interpretation, and Perspectives articles.
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