Exome capture of Antarctic krill (Euphausia superba) for cost effective genotyping and population genetics with historical collections

IF 5.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Oliver W. White, Sarah Walkington, Hugh Carter, Lauren Hughes, Melody Clark, Thomas Mock, Geraint A. Tarling, Matthew D. Clark
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Abstract

Antarctic krill (Euphausia superba Dana) is a keystone species in the Southern Ocean ecosystem, with ecological and commercial significance. However, its vulnerability to climate change requires an urgent investigation of its adaptive potential to future environmental conditions. Historical museum collections of krill from the early 20th century represent an ideal opportunity to investigate how krill have changed over time due to predation, fishing and climate change. However, there is currently no cost-effective method for implementing population scale collection genomics for krill given its genome size (48 Gbp). Here, we assessed the utility of two inexpensive methods for population genetics using historical krill samples, specifically low-coverage shotgun sequencing (i.e. ‘genome-skimming’) and exome capture. Two full-length transcriptomes were generated and used to identify 166 putative gene targets for exome capture bait design. A total of 20 historical krill samples were sequenced using shotgun and exome capture. Mitochondrial and nuclear ribosomal sequences were assembled from both low-coverage shotgun and off-target of exome capture data demonstrating that endogenous DNA sequences could be assembled from historical collections. Although, mitochondrial and ribosomal sequences are variable across individuals from different populations, phylogenetic analysis does not identify any population structure. We find exome capture provides approximately 4500-fold enrichment of sequencing targeted genes, suggesting this approach can generate the sequencing depth required to call identify a significant number of variants. Unlocking historical collections for genomic analyses using exome capture, will provide valuable insights into past and present biodiversity, resilience and adaptability of krill populations to climate change.

Abstract Image

捕获南极磷虾(Euphausia superba)的外显子组,利用历史采集物进行成本效益高的基因分型和种群遗传学研究
南极磷虾(Euphausia superba Dana)是南大洋生态系统中的关键物种,具有重要的生态和商业意义。然而,由于磷虾易受气候变化的影响,因此急需调查其对未来环境条件的适应潜力。博物馆收藏的 20 世纪初磷虾历史资料是研究磷虾如何随着时间的推移因捕食、捕捞和气候变化而发生变化的理想机会。然而,考虑到磷虾基因组的大小(48 Gbp),目前还没有经济有效的方法对磷虾进行种群规模的基因组学收集。在这里,我们利用磷虾的历史样本评估了两种廉价方法在种群遗传学方面的实用性,特别是低覆盖率霰弹枪测序(即 "基因组剔除")和外显子组捕获。我们生成了两个全长转录组,并利用它们确定了 166 个用于外显子组捕获饵料设计的潜在基因靶标。利用霰弹枪和外显子组捕获技术对 20 个磷虾历史样本进行了测序。线粒体和核核糖体序列是从低覆盖率的霰弹枪数据和外显子组捕获的非目标数据中组装出来的,这表明可以从历史样本中组装出内源 DNA 序列。虽然不同种群个体的线粒体和核糖体序列存在差异,但系统进化分析并未发现任何种群结构。我们发现外显子组捕获为目标基因测序提供了约 4500 倍的富集,这表明这种方法可以产生调用识别大量变异所需的测序深度。利用外显子组捕获技术解锁历史采集的基因组分析,将为了解磷虾种群过去和现在的生物多样性、恢复力和对气候变化的适应性提供宝贵的信息。
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来源期刊
Molecular Ecology Resources
Molecular Ecology Resources 生物-进化生物学
CiteScore
15.60
自引率
5.20%
发文量
170
审稿时长
3 months
期刊介绍: Molecular Ecology Resources promotes the creation of comprehensive resources for the scientific community, encompassing computer programs, statistical and molecular advancements, and a diverse array of molecular tools. Serving as a conduit for disseminating these resources, the journal targets a broad audience of researchers in the fields of evolution, ecology, and conservation. Articles in Molecular Ecology Resources are crafted to support investigations tackling significant questions within these disciplines. In addition to original resource articles, Molecular Ecology Resources features Reviews, Opinions, and Comments relevant to the field. The journal also periodically releases Special Issues focusing on resource development within specific areas.
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