Genotyping-by-sequencing reveals a high number and quality of single nucleotide polymorphisms in guinea pigs (Cavia porcellus) from the Peruvian Andes

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
María Victoria Borja Lozano, Bianca Vigil Santillán, Manuel J. More Montoya, Jonathan A. Morón Barraza, Aura Liz García-Serquén, Gustavo Gutiérrez Reynoso, Claudia E. Yalta-Macedo
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Abstract

Guinea pigs are a major source of animal protein for Peruvian Andean families. Despite the economic and cultural relevance of guinea pigs, their genomic characterization has been scarcely addressed. Genotyping-by-sequencing (GBS) has emerged as an affordable alternative to genotyping of livestock and native animals. Here, we report the use of GBS for single nucleotide polymorphism (SNP) discovery of traditionally raised guinea pigs from six regions of the Peruvian Andes and one group of breeding animals. The paired-end (2 × 150 bp) sequencing of 40 guinea pig DNA samples generated a mean of 6.4 million high-quality sequencing reads per sample. We obtained an average sequencing depth of 10× with an 88.5% mapping rate to the Cavia porcellus reference genome. A total of 279 965 SNPs (102 SNPs/Mbp) were identified after variant calling and quality filtering. Based on this SNP set, we assessed the genetic diversity and distance within our selected guinea pig populations. An overall average minor allele frequency of 0.13, an observed heterozygosity of 0.31, an expected heterozygosity of 0.35, and an F-value of 0.1 were obtained, while the SNP-based neighbor-joining tree suggests a closer genetic relationship between individuals from geographically close locations. We showed that GBS is a cost-effective tool for SNP discovery and genetic characterization of Peruvian guinea pig populations. Therefore, it may be considered as a suitable and affordable tool for genomic characterization of poorly studied native animal species.

通过测序进行的基因分型显示,来自秘鲁安第斯山脉的豚鼠(Cavia porcellus)具有大量和高质量的单核苷酸多态性。
豚鼠是秘鲁安第斯家族动物蛋白质的主要来源。尽管豚鼠具有经济和文化相关性,但其基因组特征几乎没有得到解决。测序基因分型(GBS)已成为牲畜和本地动物基因分型的一种负担得起的替代品。在此,我们报道了GBS在秘鲁安第斯山脉六个地区传统饲养的豚鼠和一组繁殖动物的单核苷酸多态性(SNP)发现中的应用。配对端(2 × 150 bp)对40个豚鼠DNA样本进行测序,平均值为6.4 每个样本的百万次高质量测序读数。我们获得了10×的平均测序深度,对Cavia porcellus参考基因组的定位率为88.5%。共279 在变体调用和质量过滤后鉴定出965个SNPs(102个SNPs/Mbp)。基于这个SNP集合,我们评估了所选豚鼠种群的遗传多样性和距离。次要等位基因的总体平均频率 0.13,观察到杂合性 属于 0.31,预期杂合性 属于 0.35和F值 属于 0.1,而基于SNP的邻居连接树表明,地理位置相近的个体之间的遗传关系更密切。我们表明,GBS是一种具有成本效益的工具,用于发现SNP和对秘鲁豚鼠种群进行基因表征。因此,它可以被认为是一种合适且负担得起的工具,用于研究不足的本土动物物种的基因组表征。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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