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利用 Illumina 测序技术对红鳍东方鲀鳃组织进行转录组分析,以发现 SNP。

Transcriptome analysis of the gill of Takifugu rubripes using Illumina sequencing for discovery of SNPs.

机构信息

Key Laboratory of Mariculture & Stock Enhancement in North China's Sea, Ministry of Agriculture, Dalian Ocean University, Dalian 116023, China.

The Fish Molecular Genetics and Biotechnology Laboratory, Aquatic Genomics Unit, School of Fisheries, Aquaculture and Aquatic Sciences and Program of Cell and Molecular Biosciences, Auburn University, Auburn, AL 36849, USA.

出版信息

Comp Biochem Physiol Part D Genomics Proteomics. 2014 Jun;10:44-51. doi: 10.1016/j.cbd.2014.03.001. Epub 2014 Mar 27.

Abstract

Single nucleotide polymorphisms (SNPs) have become the marker of choice for genome-wide association studies in many species. High-throughput sequencing of RNA was developed primarily to analyze global gene expression, while it is an efficient way to discover SNPs from the expressed genes. In this study, we conducted transcriptome sequencing of the gill samples of Takifugu rubripes analyzed by using Illumina HiSeq 2000 platform to identify gene-associated SNPs from the transcriptome of T. rubripes gill. A total of 27,085,235 unique-mapped-reads from 55,061,524 raw data reads were generated. A total of 56,972 putative SNPs were discovered, which were located in 11,327 genes. 35,839 SNPs were transitions (Ts), 21,074 SNPs were transversions (Tv) and 88.1% of 56,972 SNPs were assigned to the 22 chromosomes. The average minor allele frequency (MAF) of the SNPs was 0.26. GO and KEGG pathway analyses were conducted to analyze the genes containing SNPs. Validation of selected SNPs revealed that 63.4% of SNPs (34/52) were true SNPs. RNA-Seq is a cost-effective way to discover gene-associated SNPs. In this study, a large number of SNPs were identified and these data will be useful resources for population genetic study, evolution analysis, resource assessment, genetic linkage analysis and genome-wide association studies. The results of our study can also offer some useful information as molecular makers to help select and cultivate T. rubripes.

摘要

单核苷酸多态性(SNP)已成为许多物种全基因组关联研究的首选标记。高通量 RNA 测序主要用于分析全局基因表达,而从表达基因中发现 SNP 是一种有效的方法。在这项研究中,我们使用 Illumina HiSeq 2000 平台对红鳍东方鲀的鳃样本进行了转录组测序,以从红鳍东方鲀鳃转录组中鉴定与基因相关的 SNP。从 55,061,524 个原始数据读取中产生了 27,085,235 个独特映射读取。总共发现了 56,972 个假定 SNP,这些 SNP 位于 11,327 个基因中。35,839 个 SNP 是转换(Ts),21,074 个 SNP 是颠换(Tv),56,972 个 SNP 中的 88.1%被分配到 22 条染色体上。SNP 的平均次要等位基因频率(MAF)为 0.26。进行了 GO 和 KEGG 途径分析,以分析包含 SNP 的基因。对选定 SNP 的验证表明,63.4%的 SNP(34/52)是真实 SNP。RNA-Seq 是发现与基因相关的 SNP 的一种具有成本效益的方法。在这项研究中,鉴定了大量的 SNP,这些数据将成为群体遗传研究、进化分析、资源评估、遗传连锁分析和全基因组关联研究的有用资源。我们研究的结果还可以提供一些有用的信息作为分子标记,以帮助选择和培育红鳍东方鲀。

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