Rosvall O, Mullin T J
The Forestry Research Institute of Sweden (SkogForsk), Box 3, Sävar, 918 21, Sweden,
Theor Appl Genet. 2003 Aug;107(4):629-42. doi: 10.1007/s00122-003-1318-9. Epub 2003 Jul 8.
Selection and mating principles in a closed breeding population (BP) were studied by computer simulation. The BP was advanced, either by random assortment of mates (RAM), or by positive assortative mating (PAM). Selection was done with high precision using clonal testing. Selection considered both genetic gain and gene diversity by "group-merit selection", i.e. selection for breeding value weighted by group coancestry of the selected individuals. A range of weights on group coancestry was applied during selection to vary parent contributions and thereby adjust the balance between gain and diversity. This resulted in a series of scenarios with low to high effective population sizes measured by status effective number. Production populations (PP) were selected only for gain, as a subset of the BP. PAM improved gain in the PP substantially, by increasing the additive variance (i.e. the gain potential) of the BP. This effect was more pronounced under restricted selection when parent contributions to the next generation were more balanced with within-family selection as the extreme, i.e. when a higher status effective number was maintained in the BP. In that case, the additional gain over the BP mean for the clone PP and seed PPs was 32 and 84% higher, respectively, for PAM than for RAM in generation 5. PAM did not reduce gene diversity of the BP but increased inbreeding, and in that way caused a departure from Hardy-Weinberg equilibrium. The effect of inbreeding was eliminated by recombination during the production of seed orchard progeny. Also, for a given level of inbreeding in the seed orchard progeny or in a mixture of genotypes selected for clonal deployment, gain was higher for PAM than for RAM. After including inbreeding depression in the simulation, inbreeding was counteracted by selection, and the enhancement of PAM on production population gain was slightly reduced. In the presence of inbreeding depression the greatest PP gain was achieved at still higher levels of status effective number, i.e. when more gene diversity was conserved in the BP. Thus, the combination of precise selection and PAM resulted in close to maximal short-term PP gain, while conserving maximal gene diversity in the BP.
通过计算机模拟研究了封闭育种群体(BP)中的选择和交配原则。该BP通过随机交配(RAM)或正向选型交配(PAM)进行推进。使用克隆测试进行高精度选择。选择通过“群体优点选择”同时考虑遗传增益和基因多样性,即根据所选个体的群体亲缘系数对育种值进行加权选择。在选择过程中应用了一系列群体亲缘系数权重,以改变亲本贡献,从而调整增益和多样性之间的平衡。这导致了一系列有效群体大小从低到高的情景,通过状态有效数量来衡量。生产群体(PP)仅作为BP的一个子集,仅选择用于增益。PAM通过增加BP的加性方差(即增益潜力),显著提高了PP中的增益。当亲本对下一代的贡献在家庭内选择极端情况下更加平衡时,即在BP中保持更高的状态有效数量时,这种效应在限制选择下更为明显。在这种情况下,在第5代中,与克隆PP和种子PP的BP平均值相比,PAM的额外增益分别比RAM高32%和84%。PAM没有降低BP的基因多样性,但增加了近亲繁殖,从而导致偏离哈迪-温伯格平衡。近亲繁殖的影响在种子园后代生产过程中通过重组得以消除。此外,对于种子园后代中给定水平的近亲繁殖或为克隆部署选择的基因型混合物,PAM的增益高于RAM。在模拟中纳入近亲繁殖衰退后,近亲繁殖通过选择得到抵消,PAM对生产群体增益的增强略有降低。在存在近亲繁殖衰退的情况下,在更高水平的状态有效数量下实现了最大的PP增益,即在BP中保留更多基因多样性时。因此,精确选择和PAM的结合导致了接近最大的短期PP增益,同时在BP中保留了最大的基因多样性。