Arborea and Canada Research Chair in Forest and Environmental Genomics, Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval Quebec City, QC, Canada.
Evol Appl. 2012 Sep;5(6):641-56. doi: 10.1111/j.1752-4571.2012.00242.x. Epub 2012 Feb 7.
A scan involving 1134 single-nucleotide polymorphisms (SNPs) from 709 expressed genes was used to assess the potential impact of artificial selection for height growth on the genetic diversity of white spruce. Two case populations of different sizes simulating different family selection intensities (K = 13% and 5%, respectively) were delineated from the Quebec breeding program. Their genetic diversity and allele frequencies were compared with those of control populations of the same size and geographic origin to assess the effect of increasing the selection intensity. The two control populations were also compared to assess the effect of reducing the sampling size. On one hand, in all pairwise comparisons, genetic diversity parameters were comparable and no alleles were lost in the case populations compared with the control ones, except for few rare alleles in the large case population. Also, the distribution of allele frequencies did not change significantly (P ≤ 0.05) between the populations compared, but ten and nine SNPs (0.8%) exhibited significant differences in frequency (P ≤ 0.01) between case and control populations of large and small sizes, respectively. Results of association tests between breeding values for height at 15 years of age and these SNPs supported the hypothesis of a potential effect of selection on the genes harboring these SNPs. On the other hand, contrary to expectations, there was no evidence that selection induced an increase in linkage disequilibrium in genes potentially affected by selection. These results indicate that neither the reduction in the sampling size nor the increase in selection intensity was sufficient to induce a significant change in the genetic diversity of the selected populations. Apparently, no loci were under strong selection pressure, confirming that the genetic control of height growth in white spruce involves many genes with small effects. Hence, selection for height growth at the present intensities did not appear to compromise background genetic diversity but, as predicted by theory, effects were detected at a few gene SNPs harboring intermediate allele frequencies.
采用包含 709 个表达基因的 1134 个单核苷酸多态性(SNP)的扫描,评估人工选择对白木基因多样性的潜在影响。从魁北克育种计划中划定了两个不同大小的案例群体,分别模拟不同的家系选择强度(分别为 K=13%和 5%)。将它们的遗传多样性和等位基因频率与相同大小和地理起源的对照群体进行比较,以评估增加选择强度的影响。还将两个对照群体进行比较,以评估减少采样大小的影响。一方面,在所有成对比较中,遗传多样性参数是可比的,与对照群体相比,案例群体中没有丢失等位基因,除了大型案例群体中的少数稀有等位基因。此外,等位基因频率的分布在比较的群体之间没有显著变化(P≤0.05),但在大型和小型案例和对照群体中,有 10 和 9 个 SNP(0.8%)的频率差异显著(P≤0.01)。15 年生高的选育值与这些 SNP 之间的关联测试结果支持了选择对携带这些 SNP 的基因产生潜在影响的假设。另一方面,与预期相反,没有证据表明选择导致潜在受选择影响的基因的连锁不平衡增加。这些结果表明,无论是采样大小的减少还是选择强度的增加都不足以导致选择群体的遗传多样性发生显著变化。显然,没有基因座受到强烈的选择压力,这证实了白木高生长的遗传控制涉及许多具有小效应的基因。因此,在目前的强度下选择高生长似乎不会损害背景遗传多样性,但正如理论预测的那样,在一些具有中等等位基因频率的基因 SNP 中检测到了效应。