Flor-Anita Corredor , Deyanira Figueroa , Richard Estrada , William Burgos-Paz , Wilian Salazar , Wilder Cruz , Roiser Lobato , Pedro Injante , David Godoy , Christian Barrantes , Jorge Ganoza , Juancarlos Cruz , Carlos I. Arbizu
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To explore the genetic influence of other breeds on Peruvian Creole goats, our dataset was combined with previously published SNP genotypes. External data set includes multiple breeds genotypes sampled from Argentina, Brazil, Spain, and Alpine breed from Italy, France, and Switzerland. After quality control 52,832 autosomal SNPs were used to assess genetic diversity in the Peruvian goats. For the population structure analysis of the merged data 20,513 common SNPs were used. Estimations for expected heterozygosity (H<sub>e</sub>), observed heterozygosity (H<sub>o</sub>), and inbreeding coefficient (F<sub>IS</sub>) were computed for the Peruvian groups. AMOVA, principal component analysis and ADMIXTURE were conducted to evaluate the population structure in the two data sets, Peru and merged. The results revealed a considerable genetic diversity, with H<sub>o</sub> values ranging from 0.40 to 0.41 for the Peruvian sampling groups, and inbreeding coefficient was notably low for Peruvian goat. The population structure analysis demonstrated a distinction (<em>p</em> < 0.05) from other breeds. These findings suggest a level of genetic differentiation of the Peruvian goat population among other breeds, although further research is needed considering samples from other Peruvian areas. We expect this study will contribute to define genetic management strategies to prevent the loss of genetic diversity in Peruvian goat populations and for upcoming advancements in this field.</p></div>","PeriodicalId":18152,"journal":{"name":"Livestock Science","volume":"283 ","pages":"Article 105473"},"PeriodicalIF":1.8000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1871141324000805/pdfft?md5=c8de4700e364dce1fbbe3b123963df04&pid=1-s2.0-S1871141324000805-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Genome-wide single nucleotide polymorphisms reveal the genetic diversity and population structure of Creole goats from northern Peru\",\"authors\":\"Flor-Anita Corredor , Deyanira Figueroa , Richard Estrada , William Burgos-Paz , Wilian Salazar , Wilder Cruz , Roiser Lobato , Pedro Injante , David Godoy , Christian Barrantes , Jorge Ganoza , Juancarlos Cruz , Carlos I. 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引用次数: 0
摘要
山羊养殖是秘鲁北部农民的重要收入来源。目前缺乏有关秘鲁克里奥尔山羊遗传学的信息,因此我们无法了解其起源和遗传传播情况。本研究的目的是利用 SNP 标记评估秘鲁北部克里奥尔山羊的遗传多样性。这项研究从秘鲁北部三个主要的山羊生产地区收集了 192 只克里奥尔山羊。使用 GGPGoat70k SNP 面板对这些山羊样本进行了基因分型。为了探索其他品种对秘鲁克里奥尔山羊的遗传影响,我们的数据集与之前公布的 SNP 基因型相结合。外部数据集包括来自阿根廷、巴西、西班牙的多个品种基因型样本,以及来自意大利、法国和瑞士的阿尔卑斯品种基因型样本。经过质量控制后,52832 个常染色体 SNP 被用于评估秘鲁山羊的遗传多样性。在对合并数据进行种群结构分析时,使用了 20,513 个常见 SNPs。计算了秘鲁群体的预期杂合度(He)、观察杂合度(Ho)和近交系数(FIS)。通过AMOVA、主成分分析和ADMIXTURE,对秘鲁和合并的两组数据的种群结构进行了评估。结果显示,秘鲁采样组的遗传多样性相当高,Ho 值在 0.40 至 0.41 之间,秘鲁山羊的近交系数明显较低。种群结构分析表明,秘鲁山羊与其他品种存在差异(p < 0.05)。这些研究结果表明,秘鲁山羊种群与其他品种之间存在一定程度的遗传分化,但还需要进一步研究秘鲁其他地区的样本。我们希望这项研究将有助于确定遗传管理策略,以防止秘鲁山羊种群遗传多样性的丧失,并促进该领域未来的发展。
Genome-wide single nucleotide polymorphisms reveal the genetic diversity and population structure of Creole goats from northern Peru
Goat farming constitutes a significant source of income for farmers in northern Peru. There is currently an absence of information about the genetics of Peruvian Creole goats that would enable us to understand their origins and genetic spread. The objective of this study was to estimate the genetic diversity of Creole goats from northern Peru using SNP markers. This study involved the collection of 192 male Creole goats from three key goat production geographical departments in northern Peru. These goat samples were genotyped using the GGPGoat70k SNP panel. To explore the genetic influence of other breeds on Peruvian Creole goats, our dataset was combined with previously published SNP genotypes. External data set includes multiple breeds genotypes sampled from Argentina, Brazil, Spain, and Alpine breed from Italy, France, and Switzerland. After quality control 52,832 autosomal SNPs were used to assess genetic diversity in the Peruvian goats. For the population structure analysis of the merged data 20,513 common SNPs were used. Estimations for expected heterozygosity (He), observed heterozygosity (Ho), and inbreeding coefficient (FIS) were computed for the Peruvian groups. AMOVA, principal component analysis and ADMIXTURE were conducted to evaluate the population structure in the two data sets, Peru and merged. The results revealed a considerable genetic diversity, with Ho values ranging from 0.40 to 0.41 for the Peruvian sampling groups, and inbreeding coefficient was notably low for Peruvian goat. The population structure analysis demonstrated a distinction (p < 0.05) from other breeds. These findings suggest a level of genetic differentiation of the Peruvian goat population among other breeds, although further research is needed considering samples from other Peruvian areas. We expect this study will contribute to define genetic management strategies to prevent the loss of genetic diversity in Peruvian goat populations and for upcoming advancements in this field.
期刊介绍:
Livestock Science promotes the sound development of the livestock sector by publishing original, peer-reviewed research and review articles covering all aspects of this broad field. The journal welcomes submissions on the avant-garde areas of animal genetics, breeding, growth, reproduction, nutrition, physiology, and behaviour in addition to genetic resources, welfare, ethics, health, management and production systems. The high-quality content of this journal reflects the truly international nature of this broad area of research.