Gene-set enrichment analysis of selective sweeps reveals phenotypic traits in Nguni cattle

IF 0.7 4区 农林科学 Q3 AGRICULTURE, DAIRY & ANIMAL SCIENCE
A. Zwane, K. S. Nxumalo, M. L. Makgahlela, E. van Marle-Koster, N. Maiwashe
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引用次数: 1

Abstract

Adaptation of animals to different environments is typically associated with structural and functional genomic variations. High throughput SNP genotyping and next-generation sequencing (NGS) have made it possible to study positive selection footprints and adaptation traits. Nguni is a small frame-size breed, mostly horned, and well known for being adapted to diverse South African environmental conditions. This study used previously identified selective sweeps to perform functional analysis of genes related to phenotypic characteristics in Nguni. Two hundred and sixty-four candidate selective sweeps were used for gene-set enrichment analysis in molecular functional categories (KEGG pathways) using the database for annotation, visualization, and integrated discovery (DAVID). In total, 107 genes were identified across all the chromosomes with 74 genes associated with eight phenotype queries, including fat content, milk production, walking ability, heat tolerance, meat production, reproduction, and bone and muscle development. Gene CRHR2 was associated with meat quality (juiciness and flavour). The IRAK3 gene was associated with decreased body size, feed intake and fatness in cattle, and CARD15 with disease resistance. Gene annotation using phenotype queries identified four genes (SPI, YWHAZ, RGS4, and RGS5) that were associated with myometrial relaxation in cattle. Genes such as NOD2 and IL21R were associated with inflammatory bowel diseases in cattle, whereas CPLS gene was associated with fat content. These genes are important to the phenotypic and adaptive characteristics present in South African Nguni cattle and hold potential for selection for traits of economic importance.
选择性扫描的基因集富集分析揭示了恩古尼牛的表型特征
动物对不同环境的适应通常与结构和功能基因组变异有关。高通量SNP基因分型和下一代测序(NGS)为研究正向选择足迹和适应性状提供了可能。恩古尼是一个小框架大小的品种,大部分有角,并以适应多样化的南非环境条件而闻名。本研究使用先前确定的选择性扫描对恩古尼人表型特征相关基因进行功能分析。264个候选选择性扫描被用于分子功能类别(KEGG通路)的基因集富集分析,使用数据库进行注释、可视化和集成发现(DAVID)。总共在所有染色体中鉴定出107个基因,其中74个基因与8个表型查询相关,包括脂肪含量、产奶量、行走能力、耐热性、产肉量、繁殖以及骨骼和肌肉发育。基因CRHR2与肉质(多汁性和风味)有关。IRAK3基因与牛的体型、采食量和脂肪减少有关,CARD15基因与抗病有关。利用表型查询进行基因注释,鉴定出4个与牛肌层松弛相关的基因(SPI、YWHAZ、RGS4和RGS5)。NOD2和IL21R等基因与牛的炎症性肠病有关,而cpl基因与脂肪含量有关。这些基因对南非恩古尼牛的表型和适应性特征很重要,并具有选择具有经济重要性的性状的潜力。
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来源期刊
South African Journal of Animal Science
South African Journal of Animal Science 农林科学-奶制品与动物科学
CiteScore
1.50
自引率
0.00%
发文量
39
审稿时长
>36 weeks
期刊介绍: The South African Journal of Animal Science is an open access, peer-reviewed journal for publication of original scientific articles and reviews in the field of animal science. The journal publishes reports of research dealing with production of farmed animal species (cattle, sheep, goats, pigs, horses, poultry and ostriches), as well as pertinent aspects of research on aquatic and wildlife species. Disciplines covered nutrition, genetics, physiology, and production systems. Systematic research on animal products, behaviour, and welfare are also invited. Rigorous testing of well-specified hypotheses is expected.
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