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利用校正群体结构的等位基因频率对比对水果蝇 Drosophila suzukii 入侵成功进行全基因组关联扫描。

A Whole-Genome Scan for Association with Invasion Success in the Fruit Fly Drosophila suzukii Using Contrasts of Allele Frequencies Corrected for Population Structure.

机构信息

INRAE, UMR CBGP (INRAE-IRD-Cirad - Montpellier SupAgro), Montferrier-sur-Lez, France.

MGX, Biocampus Montpellier, CNRS, INSERM, Universite de Montpellier, Montpellier, France.

出版信息

Mol Biol Evol. 2020 Aug 1;37(8):2369-2385. doi: 10.1093/molbev/msaa098.

Abstract

Evidence is accumulating that evolutionary changes are not only common during biological invasions but may also contribute directly to invasion success. The genomic basis of such changes is still largely unexplored. Yet, understanding the genomic response to invasion may help to predict the conditions under which invasiveness can be enhanced or suppressed. Here, we characterized the genome response of the spotted wing drosophila Drosophila suzukii during the worldwide invasion of this pest insect species, by conducting a genome-wide association study to identify genes involved in adaptive processes during invasion. Genomic data from 22 population samples were analyzed to detect genetic variants associated with the status (invasive versus native) of the sampled populations based on a newly developed statistic, we called C2, that contrasts allele frequencies corrected for population structure. We evaluated this new statistical framework using simulated data sets and implemented it in an upgraded version of the program BayPass. We identified a relatively small set of single-nucleotide polymorphisms that show a highly significant association with the invasive status of D. suzukii populations. In particular, two genes, RhoGEF64C and cpo, contained single-nucleotide polymorphisms significantly associated with the invasive status in the two separate main invasion routes of D. suzukii. Our methodological approaches can be applied to any other invasive species, and more generally to any evolutionary model for species characterized by nonequilibrium demographic conditions for which binary covariables of interest can be defined at the population level.

摘要

越来越多的证据表明,进化变化不仅在生物入侵过程中很常见,而且可能直接有助于入侵的成功。这种变化的基因组基础在很大程度上仍未被探索。然而,了解对入侵的基因组反应可能有助于预测在哪些条件下可以增强或抑制入侵性。在这里,我们通过进行全基因组关联研究来描述斑点翅果蝇 Drosophila suzukii 在其作为入侵物种的全球入侵过程中的基因组反应,以确定参与入侵过程适应性过程的基因。对来自 22 个种群样本的基因组数据进行分析,以根据一种新开发的统计方法 C2 来检测与采样种群的状态(入侵与原生)相关的遗传变异,该方法对比了经过种群结构校正的等位基因频率。我们使用模拟数据集评估了这个新的统计框架,并在升级版本的 BayPass 程序中实现了它。我们确定了一组相对较少的单核苷酸多态性,它们与 D. suzukii 种群的入侵状态高度显著相关。特别是,RhoGEF64C 和 cpo 这两个基因中包含与 D. suzukii 的两个主要入侵途径中的入侵状态显著相关的单核苷酸多态性。我们的方法可以应用于任何其他入侵物种,更普遍地适用于任何以种群水平上可以定义二元协变量的非平衡人口条件为特征的进化模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/35d7/7403613/e5539cd9af40/msaa098f1.jpg

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