Robbins Matthew Darwin, Staub Jack E
Vegetable Crops Research Unit, Department of Horticulture, USDA ARS, University of Wisconsin Madison, 1575 Linden Drive, Madison, WI 53706, USA.
Theor Appl Genet. 2009 Aug;119(4):621-34. doi: 10.1007/s00122-009-1072-8. Epub 2009 May 31.
Theoretical studies suggest that marker-assisted selection (MAS) has case-specific advantages over phenotypic selection (PHE) for selection of quantitative traits. However, few studies have been conducted that empirically compare these selection methods in the context of a plant breeding program. For direct comparison of the effectiveness of MAS and PHE, four cucumber (Cucumis sativus L.; 2n = 2x = 14) inbred lines were intermated and then maternal bulks were used to create four base populations for recurrent mass selection. Each of these populations then underwent three cycles of PHE (open-field evaluations), MAS (genotyping at 18 marker loci), and random mating without selection. Both MAS and PHE were practiced for yield indirectly by selecting for four yield-component traits that are quantitatively inherited with 2-6 quantitative trait loci per trait. These traits were multiple lateral branching, gynoecious sex expression (gynoecy), earliness, and fruit length to diameter ratio. Both MAS and PHE were useful for multi-trait improvement, but their effectiveness depended upon the traits and populations under selection. Both MAS and PHE provided improvements in all traits under selection in at least one population, except for earliness, which did not respond to MAS. The populations with maternal parents that were inferior for a trait responded favorably to both MAS and PHE, while those with maternal parents of superior trait values either did not change or decreased during selection. Generally, PHE was most effective for gynoecy, earliness, and fruit length to diameter ratio, while MAS was most effective for multiple lateral branching and provided the only increase in yield (fruit per plant).
理论研究表明,在选择数量性状方面,标记辅助选择(MAS)相对于表型选择(PHE)具有针对特定情况的优势。然而,很少有研究在植物育种计划的背景下对这些选择方法进行实证比较。为了直接比较MAS和PHE的有效性,将四个黄瓜(Cucumis sativus L.;2n = 2x = 14)自交系进行杂交,然后利用母本混合群体创建四个基础群体用于轮回群体选择。然后,每个群体都经历了三个周期的PHE(田间评估)、MAS(在18个标记位点进行基因分型)以及无选择的随机交配。通过选择四个产量构成性状来间接进行MAS和PHE,这些性状是数量遗传的,每个性状有2 - 6个数量性状位点。这些性状包括多个侧枝、雌性性别表达(雌性花)、早熟性以及果实长度与直径比。MAS和PHE都对多性状改良有用,但其有效性取决于所选择的性状和群体。MAS和PHE在至少一个群体中对所有选择的性状都有改良作用,但早熟性对MAS没有反应。对于某一性状母本较差的群体对MAS和PHE都有良好反应,而母本性状值优良的群体在选择过程中要么没有变化,要么下降。一般来说,PHE对雌性花、早熟性以及果实长度与直径比最有效,而MAS对多个侧枝最有效,并且是唯一能使产量(单株果实数)增加的方法。