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Genetic substructure and admixture as important factors in linkage disequilibrium-based estimation of effective number of breeders in recovering wildlife populations

机译:遗传子结构和混合是基于连锁不平衡的估计野生生物种群繁殖者有效数量的重要因素

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摘要

Abstract The number of effective breeders ( N b ) and effective population size ( N e ) are population parameters reflective of evolutionary potential, susceptibility to stochasticity, and viability. We have estimated these parameters using the linkage disequilibrium-based approach with LDNE through the latest phase of population recovery of the brown bears ( Ursus arctos ) in Finland (1993?¢????2010; N = 621). This phase of the recovery was recently documented to be associated with major changes in genetic composition. In particular, differentiation between the northern and the southern genetic cluster declined rapidly within 1.5 generations. Based on this, we have studied effects of the changing genetic structure on N b and N e , by comparing estimates for whole Finland with the estimates for the two genetic clusters. We expected a potentially strong relationship between estimate sizes and genetic differentiation, which should disappear as the population recovers and clusters merge. Consistent with this, our estimates for whole Finland were lower than the sum of the estimates of the two genetic clusters and both approaches produced similar estimates in the end. Notably, we also found that admixed genotypes strongly increased the estimates. In all analyses, our estimates for N e were larger than N b and likely reflective for brown bears of the larger region of Finland and northwestern Russia. Conclusively, we find that neglecting genetic substructure may lead to a massive underestimation of N b and N e . Our results also suggest the need for further empirical analysis focusing on individuals with admixed genotypes and their potential high influence on N b and N e .
机译:摘要有效育种者数量(N b)和有效种群数量(N e)是反映进化潜力,对随机性的敏感性和生存能力的种群参数。在芬兰的棕熊种群恢复的最新阶段(1993年– 2010年; N = 621),我们使用基于连锁不平衡的方法与LDNE估计了这些参数。最近的恢复阶段与遗传组成的重大变化有关。特别是,北部和南部遗传集群之间的分化在1.5代内迅速下降。在此基础上,我们通过比较整个芬兰的估计值和两个遗传簇的估计值,研究了遗传结构变化对N b和N e的影响。我们预期估计值大小与遗传分化之间可能存在很强的关系,随着种群的恢复和集群的合并,这种关系应会消失。与此相符的是,我们对整个芬兰的估算值低于两个遗传簇的估算值之和,两种方法最终得出的估算值相似。值得注意的是,我们还发现混合基因型大大增加了估计值。在所有分析中,我们对N e的估计都大于N b,并且可能反映了芬兰和俄罗斯西北部较大地区的棕熊。结论是,我们发现忽略遗传亚结构可能导致对N b和N e的极大低估。我们的研究结果还表明,需要进一步的经验分析,重点是具有混合基因型的个体及其对Nb和Ne的潜在高影响。

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