Genomic tools for characterizing monogenic and polygenic traits in ruminants--using the bovine as an example.

J F Taylor, R H Chapple, J E Decker, S J Gregg, J W Kim, S D McKay, H R Ramey, M M Rolf, T M Taxis, R D Schnabel
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Abstract

Next generation sequencing platforms have democratized genome sequencing. Large genome centers are no longer required to produce genome sequences costing millions. A few lanes of paired-end sequence on an Illumina Genome Analyzer, costing < $10,000, will produce more sequence than generated only a few years ago to produce the human and cow assemblies. The de novo assembly of large numbers of short reads into a high-quality whole-genome sequence is now technically feasible and will allow the whole genome sequencing and assembly of a broad spectrum of ruminant species. Next-generation sequencing instruments are also proving very useful for transcriptome or resequencing projects in which the entire RNA population produced by a tissue, or the entire genomes of individual animals are sequenced, and the produced reads are aligned to a reference assembly. We have used this strategy to examine gene expression differences in tissues from cattle differing in feed efficiency, to perform genome-wide single nucleotide polymorphism discovery for the construction of ultrahigh-density genotyping assays, and in combination with genome-wide association analysis, for the identification of mutations responsible for Mendelian diseases. The new 800K SNP bovine genotyping assays possess the resolution to map trait associations to the locations of individual genes and the 45 million polymorphisms identified in > 180X genome sequence coverage on over 200 animals can be queried to identify the polymorphisms present within positional candidate genes. These new tools should rapidly allow the identification of genes and mutations underlying variation in cattle production and reproductive traits.

描述反刍动物单基因和多基因特征的基因组工具——以牛为例。
下一代测序平台使基因组测序大众化。大型基因组中心不再需要花费数百万美元来制作基因组序列。在Illumina基因组分析仪上,花费不到1万美元的几列成对末端序列,将产生比几年前产生的人类和奶牛组装更多的序列。将大量短序列重新组装成高质量的全基因组序列现在在技术上是可行的,并将允许对广泛的反刍动物物种进行全基因组测序和组装。新一代测序仪器也被证明对转录组或重测序项目非常有用,在这些项目中,对组织产生的整个RNA群体或单个动物的整个基因组进行测序,并将产生的reads与参考汇编对齐。我们使用这种策略来检测不同饲料效率的牛组织中的基因表达差异,进行全基因组单核苷酸多态性发现,以构建超高密度基因分型分析,并结合全基因组关联分析,以确定导致孟德尔疾病的突变。新的800K SNP牛基因分型分析具有将性状关联定位到单个基因位置的分辨率,并且可以查询超过200只动物的> 180X基因组序列覆盖范围内鉴定的4500万个多态性,以确定定位候选基因内存在的多态性。这些新工具应该能够迅速识别牛生产和繁殖性状变异的基因和突变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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