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Genome-Wide Discovery of Long Non-Coding RNAs in Rainbow Trout

机译:虹鳟鱼中长非编码RNA的全基因组发现

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摘要

The ENCODE project revealed that ~70% of the human genome is transcribed. While only 1–2% of the RNAs encode for proteins, the rest are non-coding RNAs. Long non-coding RNAs (lncRNAs) form a diverse class of non-coding RNAs that are longer than 200nt. Emerging evidence indicates that lncRNAs play critical roles in various cellular processes including regulation of gene expression. LncRNAs show low levels of gene expression and sequence conservation, which make their computational identification in genomes difficult. In this study, more than two billion Illumina sequence reads were mapped to the genome reference using the TopHat and Cufflinks software. Transcripts shorter than 200nt, with more than 83–100 amino acids ORF, or with significant homologies to the NCBI nr-protein database were removed. In addition, a computational pipeline was used to filter the remaining transcripts based on a protein-coding-score test. Depending on the filtering stringency conditions, between 31,195 and 54,503 lncRNAs were identified, with only 421 matching known lncRNAs in other species. A digital gene expression atlas revealed 2,935 tissue-specific and 3,269 ubiquitously-expressed lncRNAs. This study annotates the lncRNA rainbow trout genome and provides a valuable resource for functional genomics research in salmonids.
机译:ENCODE项目揭示了大约70%的人类基因组被转录。尽管只有1-2%的RNA编码蛋白质,但是其余的都是非编码RNA。长的非编码RNA(lncRNA)构成了多种类型的长于200nt的非编码RNA。新兴证据表明,lncRNA在各种细胞过程(包括基因表达的调节)中都起着至关重要的作用。 LncRNA显示出低水平的基因表达和序列保守性,这使得它们难以在基因组中进行计算鉴定。在这项研究中,使用TopHat和Cufflinks软件将超过20亿个Illumina序列读数映射到基因组参考。短于200nt的转录本,具有83-100个以上的氨基酸ORF,或与NCBI nr-蛋白质数据库具有显着同源性。另外,基于蛋白质编码评分测试,使用了计算管线来过滤剩余的转录本。根据过滤严格性条件,鉴定出31,195至54,503个lncRNA,而在其他物种中只有421个匹配的已知lncRNA。数字基因表达图谱揭示了2,935个组织特异性和3,269个普遍表达的lncRNA。这项研究注释了lncRNA虹鳟鱼基因组,并为鲑鱼的功能基因组学研究提供了宝贵的资源。

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