Honggang Zhao, Ximing Guo, Wenlu Wang, Zhenwei Wang, Paul Rawson, Ami Wilbur, Matthew Hare
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A single contrast was made between pooled selected strains (1–17 generations in culture) and all wild progenitor samples combined. Population structure analysis indicated rank order levels of differentiation as [wild − wild] < [wild − cultured] < [cultured − cultured]. A genome scan for parallel adaptation to the captive environment applied two methodologically distinct outlier tests to the wild versus selected strain contrast and identified a total of 1174 candidate SNPs. Contrasting wild versus selected strains revealed the early evolutionary consequences of domestication in terms of genomic differentiation, standing genetic diversity, effective population size, relatedness, runs of homozygosity profiles, and genome-wide linkage disequilibrium patterns. Random Forest was used to identify 37 outlier SNPs that had the greatest discriminatory power between bulked wild and selected oysters. The outlier SNPs were in genes enriched for cytoskeletal functions, hinting at possible traits under inadvertent selection during larval culture or pediveliger setting at high density. 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引用次数: 0
摘要
针对生产性状的选择性育种在高繁殖力水产养殖物种方面取得了相对较快的成功。发现与选择相关的基因变化是了解适应性的一个重要目标,同时也有助于更好地预测被选中的品系在逃离水产养殖场后可能出现的适应性。在此,我们假设驯化是由养殖过程中的无意选择引起的基因变化。我们的前提是,标准化的养殖规程会对独立品系产生平行的驯化效应。本研究以东部牡蛎为模型,利用新开发的 600K SNP 阵列,测试了多个独立选择品系与其祖先野生种群的平行驯化效应。在汇集的选育品系(培养 1-17 代)和所有野生祖先样本之间进行了单一对比。种群结构分析表明,分化的等级顺序为[野生-野生]< [野生-培养]< [培养-培养]。对野生品系与选育品系对比的基因组扫描采用了两种方法上不同的离群检验,共鉴定出 1174 个候选 SNPs,以确定对人工饲养环境的平行适应。野生品系与选育品系的对比揭示了驯化在基因组分化、常存遗传多样性、有效种群规模、亲缘关系、同源性图谱的运行以及全基因组连接不平衡模式等方面的早期进化后果。随机森林用于识别 37 个离群 SNP,这些 SNP 在批量野生牡蛎和选育牡蛎之间具有最大的鉴别力。这些离群SNPs位于富含细胞骨架功能的基因中,暗示了在幼体培养或高密度养殖过程中无意选择的可能性状。这项研究记录了东部牡蛎孵化养殖过程中基因组的快速变化,确定了独立水产养殖品系中响应平行驯化的候选位点,并为监测养殖牡蛎和野生牡蛎之间的杂交提供了潜在有用的基因组资源。
Consequences of domestication in eastern oyster: Insights from whole genomic analyses
Selective breeding for production traits has yielded relatively rapid successes with high-fecundity aquaculture species. Discovering the genetic changes associated with selection is an important goal for understanding adaptation and can also facilitate better predictions about the likely fitness of selected strains if they escape aquaculture farms. Here, we hypothesize domestication as a genetic change induced by inadvertent selection in culture. Our premise is that standardized culture protocols generate parallel domestication effects across independent strains. Using eastern oyster as a model and a newly developed 600K SNP array, this study tested for parallel domestication effects in multiple independent selection lines compared with their progenitor wild populations. A single contrast was made between pooled selected strains (1–17 generations in culture) and all wild progenitor samples combined. Population structure analysis indicated rank order levels of differentiation as [wild − wild] < [wild − cultured] < [cultured − cultured]. A genome scan for parallel adaptation to the captive environment applied two methodologically distinct outlier tests to the wild versus selected strain contrast and identified a total of 1174 candidate SNPs. Contrasting wild versus selected strains revealed the early evolutionary consequences of domestication in terms of genomic differentiation, standing genetic diversity, effective population size, relatedness, runs of homozygosity profiles, and genome-wide linkage disequilibrium patterns. Random Forest was used to identify 37 outlier SNPs that had the greatest discriminatory power between bulked wild and selected oysters. The outlier SNPs were in genes enriched for cytoskeletal functions, hinting at possible traits under inadvertent selection during larval culture or pediveliger setting at high density. This study documents rapid genomic changes stemming from hatchery-based cultivation of eastern oysters, identifies candidate loci responding to domestication in parallel among independent aquaculture strains, and provides potentially useful genomic resources for monitoring interbreeding between farm and wild oysters.
期刊介绍:
Evolutionary Applications is a fully peer reviewed open access journal. It publishes papers that utilize concepts from evolutionary biology to address biological questions of health, social and economic relevance. Papers are expected to employ evolutionary concepts or methods to make contributions to areas such as (but not limited to): medicine, agriculture, forestry, exploitation and management (fisheries and wildlife), aquaculture, conservation biology, environmental sciences (including climate change and invasion biology), microbiology, and toxicology. All taxonomic groups are covered from microbes, fungi, plants and animals. In order to better serve the community, we also now strongly encourage submissions of papers making use of modern molecular and genetic methods (population and functional genomics, transcriptomics, proteomics, epigenetics, quantitative genetics, association and linkage mapping) to address important questions in any of these disciplines and in an applied evolutionary framework. Theoretical, empirical, synthesis or perspective papers are welcome.