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ChimeraTE:一种用于检测源自基因和转座子的嵌合转录本的管道。

ChimeraTE: a pipeline to detect chimeric transcripts derived from genes and transposable elements.

机构信息

São Paulo State University (Unesp), Institute of Biosciences, Humanities and Exact Sciences, São José do Rio Preto, SP, Brazil.

Laboratoire de Biométrie et Biologie Evolutive, Université Lyon 1, CNRS, UMR5558, Villeurbanne, Rhone-Alpes, 69100, France.

出版信息

Nucleic Acids Res. 2023 Oct 13;51(18):9764-9784. doi: 10.1093/nar/gkad671.

Abstract

Transposable elements (TEs) produce structural variants and are considered an important source of genetic diversity. Notably, TE-gene fusion transcripts, i.e. chimeric transcripts, have been associated with adaptation in several species. However, the identification of these chimeras remains hindered due to the lack of detection tools at a transcriptome-wide scale, and to the reliance on a reference genome, even though different individuals/cells/strains have different TE insertions. Therefore, we developed ChimeraTE, a pipeline that uses paired-end RNA-seq reads to identify chimeric transcripts through two different modes. Mode 1 is the reference-guided approach that employs canonical genome alignment, and Mode 2 identifies chimeras derived from fixed or insertionally polymorphic TEs without any reference genome. We have validated both modes using RNA-seq data from four Drosophila melanogaster wild-type strains. We found ∼1.12% of all genes generating chimeric transcripts, most of them from TE-exonized sequences. Approximately ∼23% of all detected chimeras were absent from the reference genome, indicating that TEs belonging to chimeric transcripts may be recent, polymorphic insertions. ChimeraTE is the first pipeline able to automatically uncover chimeric transcripts without a reference genome, consisting of two running Modes that can be used as a tool to investigate the contribution of TEs to transcriptome plasticity.

摘要

转座元件 (TEs) 产生结构变异,被认为是遗传多样性的重要来源。值得注意的是,TE-基因融合转录本,即嵌合转录本,与几种物种的适应性有关。然而,由于缺乏全转录组规模的检测工具,以及即使不同个体/细胞/菌株有不同的 TE 插入,也依赖于参考基因组,因此这些嵌合体的鉴定仍然受到阻碍。因此,我们开发了 ChimeraTE,这是一个使用配对末端 RNA-seq reads 通过两种不同模式识别嵌合转录本的管道。模式 1 是参考指导方法,采用规范基因组比对,模式 2 识别来自固定或插入多态性 TE 的嵌合体,无需任何参考基因组。我们使用来自四个黑腹果蝇野生型菌株的 RNA-seq 数据验证了这两种模式。我们发现约 1.12%的所有基因产生嵌合转录本,其中大多数来自 TE 外显子化序列。大约约 23%的所有检测到的嵌合体不存在于参考基因组中,这表明属于嵌合转录本的 TE 可能是最近的、多态性的插入。ChimeraTE 是第一个能够在没有参考基因组的情况下自动揭示嵌合转录本的管道,它由两个运行模式组成,可以作为一种工具来研究 TE 对转录组可塑性的贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b9e/10570057/6abfe49914c7/gkad671figgra1.jpg

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