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ExoPLOT:涉及转座元件(TE)的人类组织和发育阶段中可变剪接的表示。

ExoPLOT: Representation of alternative splicing in human tissues and developmental stages with transposed element (TE) involvement.

机构信息

Institute of Experimental Pathology, ZMBE, University of Münster, 48149 Münster, Germany.

Institute of Experimental Pathology, ZMBE, University of Münster, 48149 Münster, Germany.

出版信息

Genomics. 2022 Jul;114(4):110434. doi: 10.1016/j.ygeno.2022.110434. Epub 2022 Jul 18.

Abstract

Advances in RNA high-throughput sequencing and large-scale functional assays yield new insights into the multifaceted activities of transposed elements (TE) and many other previously undiscovered sequence elements. Currently, no tool for easy access, analysis, quantification, and visualization of alternatively spliced exons across multiple tissues or developmental stages is available. Also, analysis pipelines demand computational skills or hardware requirements, which often are hard to meet by wet-lab scientists. We developed ExoPLOT to enable simplified access to massive RNA high throughput sequencing datasets to facilitate the analysis of alternative splicing across many biological samples. To demonstrate the functonality of ExoPLOT, we analyzed the contributon of exonized TEs to human coding sequences (CDS). mRNA splice variants containing the TE-derived exon were quantified and compared to expression levels of TE-free splice variants. For analysis, we utilized 313 human cerebrum, cerebellum, heart, kidney, liver, ovary, and testis transcriptomes, representing various pre- and postnatal developmental stages. ExoPLOT visualizes the relative expression levels of alternative transcripts, e.g., caused by the insertion of new TE-derived exons, across different developmental stages of and among multiple tissues. This tool also provides a unique link between evolution and function during exonization (gain of a new exon) and exaptation (recruitment/co-optation) of a new exon. As input for analysis, we derived a database of 1151 repeat-masked, exonized TEs, representing all prominent families of transposons in the human genome and the collection of human consensus coding sequences (CCDS). ExoPLOT screened preprocessed RNA high-throughput sequencing datasets from seven human tissues to quantify and visualize the dynamics in RNA splicing for these 1151 TE-derived exons during the entire human organ development. In addition, we successfully mapped and analyzed 993 recently described exonized sequences from the human frontal cortex onto these 313 transcriptome libraries. ExoPLOT's approach to preprocessing RNA deep sequencing datasets facilitates alternative splicing analysis and significantly reduces processing times. In addition, ExoPLOT's design allows studying alternative RNA isoforms other than TE-derived in a customized - coordinate-based manner and is available at http://retrogenomics3.uni-muenster.de:3838/exz-plot-d/.

摘要

RNA 高通量测序和大规模功能测定的进展为转座元件 (TE) 的多方面活动以及许多其他以前未发现的序列元件提供了新的见解。目前,没有一种工具可以方便地访问、分析、量化和可视化多个组织或发育阶段的选择性剪接外显子。此外,分析管道需要计算技能或硬件要求,这往往是湿实验室科学家难以满足的。我们开发了 ExoPLOT,以简化对大量 RNA 高通量测序数据集的访问,从而促进对许多生物样本中选择性剪接的分析。为了展示 ExoPLOT 的功能,我们分析了外显子化 TE 对人类编码序列 (CDS) 的贡献。包含 TE 衍生外显子的 mRNA 剪接变体被定量,并与无 TE 剪接变体的表达水平进行比较。为了进行分析,我们利用了代表不同产前和产后发育阶段的 313 个人类大脑、小脑、心脏、肾脏、肝脏、卵巢和睾丸转录组。ExoPLOT 可视化了不同发育阶段和多个组织中不同的替代转录本的相对表达水平,例如,由新的 TE 衍生外显子插入引起的替代转录本。该工具还在 TE 化 (获得新外显子) 和外显子化 (新外显子的募集/共选择) 过程中提供了进化和功能之间的独特联系。作为分析的输入,我们从 7 个人类组织的经过预处理的 RNA 高通量测序数据集中得出了一个数据库,其中包含了 1151 个重复掩蔽的、外显子化的 TE,代表了人类基因组中所有主要的转座子家族和人类共识编码序列 (CCDS) 的集合。ExoPLOT 筛选了来自 7 个人类组织的预处理 RNA 高通量测序数据集,以量化和可视化这些 1151 个 TE 衍生外显子在整个人类器官发育过程中的 RNA 剪接动态。此外,我们还成功地将来自人类额叶皮层的 993 个最近描述的外显子化序列映射和分析到这些 313 个转录组文库中。ExoPLOT 预处理 RNA 深度测序数据集的方法促进了选择性剪接分析,并大大减少了处理时间。此外,ExoPLOT 的设计允许以定制的、基于坐标的方式研究除 TE 衍生之外的其他替代 RNA 异构体,并且可以在 http://retrogenomics3.uni-muenster.de:3838/exz-plot-d/ 上获得。

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