Detection of single nucleotide polymorphisms associated with litter size in goats using genotyping-by-sequencing and association analysis.

IF 2.4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Satoshi Kubota, Thara Wongdee, Pramote Paengkoum
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引用次数: 0

Abstract

Objective: Improving fertility is a key goal in goat production. This study aimed to detect single nucleotide polymorphisms (SNPs) associated with female goat reproductive performance for use in selection processes.

Methods: Nine reproductive traits were evaluated, including litter size and age at the first, second, and third parities, as well as intervals between parities, in 31 female goats (2 purebred and 29 crossbred goats in various combinations of seven breeds). DNA was extracted from blood, and SNP data were obtained using the genotyping by sequencing (GBS) method. After filtering for allele depth and missing genotype data, the retained SNPs were subjected to population structure analysis and association analysis with the nine traits. For the association analysis, SNPs with false discovery rates ≤ 0.05 were considered significant. PCR allele competitive extension (PACE) genotyping assay was applied to develop genetic markers.

Results: An average of 304,852 SNPs were initially detected in the 31 female goats. After filtering, 21,665 SNPs were retained. The first two principal components obtained from individual genotypes classified the 31 goats into three clusters. In the association analysis, six SNPs on four chromosomes were significantly associated with the litter size at first parity. The most significant SNP was detected on chromosome 4, and three genes-IKAROS family zinc finger 1 (IKZF1), fidgetin-like 1 (FIGNL1), and dopa decarboxylase (DDC)-were found within 100 kb downstream and upstream of the SNP. The PACE genotyping assay confirmed genotypes at this SNP with a 96% concordance rate.

Conclusion: SNPs significantly associated with litter size at first parity, candidate genes, and the PACE genotyping methods applied in this study can be used for selecting female goats in future genetic improvement programs. However, further study on the frequency of genetic mutation with a larger sample size and functional studies of the candidate genes are required.

利用基因分型测序和关联分析检测山羊产仔数相关的单核苷酸多态性。
目的:提高肥力是山羊生产的关键目标。本研究旨在检测与雌性山羊繁殖性能相关的单核苷酸多态性(snp),以便在选择过程中使用。方法:对31只母山羊(2只纯种山羊和29只杂交山羊,7个品种的不同组合)的产仔数、一胎龄、二胎龄、三胎龄及胎次间隔等9项生殖性状进行评价。从血液中提取DNA,采用测序(GBS)方法进行基因分型,获得SNP数据。在对等位基因深度和缺失基因型数据进行过滤后,对保留的snp进行群体结构分析和与9个性状的关联分析。在关联分析中,错误发现率≤0.05的snp被认为是显著的。采用PCR等位基因竞争扩展(PACE)分型技术开发遗传标记。结果:在31只母山羊中平均检测到304,852个snp。过滤后,保留了21,665个snp。从单个基因型中获得的前两个主成分将31只山羊分为三个聚类。在关联分析中,4条染色体上的6个snp与首次胎次产仔数显著相关。在4号染色体上检测到最显著的SNP,在该SNP的上下游100 kb范围内发现了ikaros家族锌指1 (IKZF1)、烦躁素样1 (FIGNL1)和多巴脱羧酶(DDC)三个基因。PACE基因分型试验确认该SNP的基因型,一致性率为96%。结论:与首胎产仔数显著相关的单核苷酸多态性、候选基因和本研究应用的PACE基因分型方法可用于未来遗传改良项目中母山羊的选择。然而,需要进一步研究更大样本量的基因突变频率和候选基因的功能研究。
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来源期刊
Animal Bioscience
Animal Bioscience AGRICULTURE, DAIRY & ANIMAL SCIENCE-
CiteScore
5.00
自引率
0.00%
发文量
223
审稿时长
3 months
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