通过全基因组关联研究(GWAS)及早发现印度尼西亚牛种体重的候选基因

Widya Pintaka Bayu Putra, Hartati Hartati, Mariyono Mariyono, Ronny Rachman Noor, Cece Sumantri, Endang Tri Margawati
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引用次数: 0

摘要

全基因组关联研究(GWAS)用于检测影响家畜经济性状的候选基因。全基因组关联研究可检测所有染色体区域的单核苷酸多态性(SNPs)。本研究旨在通过 GWAS 确定印度尼西亚本地牛种体重的遗传标记。研究人员使用 Illumina Bovine 50K BeadChip 测定了巴厘岛(16 头)、马都拉(16 头)和翁戈尔级(13 头)三个印尼混性牛种的候选基因。所有牲畜均在印度尼西亚东爪哇的 Pasuruan 地区饲养。利用 TASSEL 5.0 软件,使用最小等位基因频率(MAF)值大于 0.05 的 SNP 标记,采用一般线性模型(GLM)方法,对汇集的动物样本(45 头)进行了 GWAS 分析。因此,收集了每头牛 1 至 3 岁时的体重,以计算曼哈顿曲线图。研究发现,SUGT1、SF3A3 和 DSCAM 基因是印尼牛种体重的潜在遗传标记。巴厘牛(Bos javanicus)的 SUGT1 和 DSCAM 基因是单态的。此外,这两个基因与翁戈尔级牛(Bos indicus)3 岁时的体重显著相关(P<0.05)。然而,SF3A3 基因与马杜拉牛(Bos indicus)2 岁和 3 岁时的体重明显相关(P<0.05)。总之,对池塘动物的基因组学分析揭示了印度尼西亚许多牛种中三个与体重显著相关的候选基因。要将这些发现应用到实际中,必须开展进一步研究,用测序方法检测候选基因中的 SNPs。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Early Detection of Candidate Genes for Body Weight in Indonesian Cattle Breeds with Genome-Wide Association Study (GWAS)
Genome-wide association study (GWAS) was used to detect candidate genes affecting economic traits in livestock. GWAS can detect single nucleotide polymorphisms (SNPs) in all chromosome regions. This study aimed to determine the genetic markers for body weight by GWAS in native cattle breeds of Indonesia. The Illumina Bovine 50K BeadChip was used to determine the candidate genes in three mixed-sex Indonesian cattle breeds of Bali (16 animals), Madura (16 animals), and Ongole grade (13 animals). All animals were raised at the Pasuruan Regency, East Java, Indonesia breeding station. The GWAS was performed in pooled sample of animals (45 animals) with the general linear model (GLM) method using SNP markers with minimum allele frequency (MAF) values more than 0.05 by TASSEL 5.0. software. Therefore, the body weight of cattle at 1 to 3 years of age was collected for each animal for computing Manhattan plot graphics. This research found that SUGT1, SF3A3, and DSCAM genes were detected as potential genetic markers for body weight in cattle breeds of Indonesia. The SUGT1 and DSCAM genes were monomorphic in Bali cattle (Bos javanicus). In addition, both genes were significantly associated (P<0.05) with the body weight of Ongole-grade cattle (Bos indicus) at three years of age. However, the SF3A3 gene was significantly (P<0.05) associated with body weight of Madura cattle (Bos indicus) at 2 and 3 years of age. In conclusion, the GWAS of pool animals reveals three candidate genes significantly associated with body weight in many cattle breeds of Indonesia. Further study to detect SNPs in candidate genes with sequencing method is essential to apply these findings practically.
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