Department of Animal Sciences, University of Göttingen, Göttingen, Germany.
J Anim Breed Genet. 2013 Feb;130(1):55-63. doi: 10.1111/j.1439-0388.2012.01010.x. Epub 2012 Jun 23.
In many livestock breeding programmes, the development of inbreeding is of critical importance. Thus, the assessment of the expected development of inbreeding should be an essential element in the design of breeding programmes. We propose a new method to deterministically predict the rate of inbreeding based on the gene-flow method in well-defined complex and dynamic breeding programmes. In the suggested approach, a breeding programme has to be structured in homogeneous age-sex-groups, so called cohorts, with a defined origin of genes. Starting from an initial setup (usually an unrelated and non-inbred base population), transition rules to calculate the kinship within and between cohorts originating from reproduction or ageing, respectively, are defined. Using this approach recursively provides the expected development of kinship within and between all cohorts over time, which can be combined into average kinships for the whole population or defined subsets. From these quantities, relevant parameters like the inbreeding rate or the effective population size are easily derived. We illustrate the method with a simple static example breeding programme in sheep. Based on this reference breeding programme, we demonstrate the use of our approach for dynamic breeding programmes, in which cohort sizes or vectors of gene origin change over time: here, we model the situation of exponential population growth and a bottleneck situation, respectively. The suggested approach does not account for the effect of selection on the development of inbreeding, but ideas to overcome this limitation are discussed.
在许多家畜育种计划中,近亲繁殖的发展至关重要。因此,评估近亲繁殖的预期发展应该是育种计划设计的一个基本要素。我们提出了一种新的方法,基于基因流动方法,在定义明确的复杂和动态育种计划中确定地预测近亲繁殖的速度。在建议的方法中,必须将育种计划划分为同质的年龄-性别组,即所谓的群体,具有明确的基因来源。从初始设置(通常是无亲缘关系和非近亲繁殖的基础群体)开始,定义繁殖或老化分别产生的群体之间和内部的亲缘关系的转移规则。使用这种方法递归地提供了所有群体中随时间推移的亲缘关系的预期发展,可以将其组合为整个群体或定义子集的平均亲缘关系。从这些数量中,可以轻松推导出相关参数,如近交率或有效种群大小。我们用绵羊中的一个简单静态示例育种计划来说明该方法。基于这个参考育种计划,我们展示了如何将我们的方法用于动态育种计划,其中群体大小或基因来源向量随时间变化:在这里,我们分别模拟了种群指数增长和瓶颈情况的情况。建议的方法没有考虑选择对近亲繁殖发展的影响,但讨论了克服这一限制的想法。