Federal University of Triângulo Mineiro, Iturama, MG, Brazil.
Brazilian Agricultural Research Corporation-Embrapa Café, Viçosa, MG, Brazil.
PLoS One. 2021 Dec 29;16(12):e0260997. doi: 10.1371/journal.pone.0260997. eCollection 2021.
Breeding programs of the species Coffea canephora rely heavily on the significant genetic variability between and within its two varietal groups (conilon and robusta). The use of hybrid families and individuals has been less common. The objectives of this study were to evaluate parents and families from the populations of conilon, robusta, and its hybrids and to define the best breeding and selection strategies for productivity and disease resistance traits. As such, 71 conilon clones, 56 robusta clones, and 20 hybrid families were evaluated over several years for the following traits: vegetative vigor, incidence of rust and cercosporiosis, fruit ripening time, fruit size, plant height, canopy diameter, and yield per plant. Components of variance and genetic parameters were estimated via residual maximum likelihood (REML) and genotypic values were predicted via best linear unbiased prediction (BLUP). Genetic variability among parents (clones) and hybrid families was detected for most of the evaluated traits. The Mulamba-Rank index suggests potential gains up to 17% for the genotypic aggregate of traits in the hybrid population. An intrapopulation recurrent selection within the hybrid population would be the best breeding strategy because the genetic variability, narrow and broad senses heritabilities and selective accuracies for important traits were maximized in the crossed population. Besides, such strategy is simple, low cost and quicker than the concurrent reciprocal recurrent selection in the two parental populations, and this maximizes the genetic gain for unit of time.
咖啡属物种的培育计划严重依赖于其两个品种群(小粒种和中粒种)之间和内部的巨大遗传变异。杂种家族和个体的使用则相对较少。本研究的目的是评估小粒种、中粒种及其杂种群体的亲本和家系,并确定最适合生产力和抗病性性状的育种和选择策略。为此,71 个小粒种克隆、56 个中粒种克隆和 20 个杂种家系在几年内评估了以下性状:营养生长势、锈病和尾孢叶斑病的发病率、果实成熟时间、果实大小、株高、冠幅直径和单株产量。通过残差最大似然法(REML)估计方差和遗传参数,通过最佳线性无偏预测(BLUP)预测基因型值。大多数评估性状都检测到了亲本(克隆)和杂种家系之间的遗传变异。Mulamba-Rank 指数表明,杂种群体中综合性状的基因型增益潜力高达 17%。在杂种群体内进行种群内的轮回选择将是最好的育种策略,因为杂种群体中的遗传变异、狭义和广义遗传力以及重要性状的选择准确性都得到了最大化。此外,这种策略简单、成本低且比两个亲本种群中的同期交互轮回选择更快,从而最大化了单位时间的遗传增益。