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SLFinder,一种用于新的剪接供体序列鉴定的流水线:解决复杂问题的一个足够好的方案。

SLFinder, a pipeline for the novel identification of splice-leader sequences: a good enough solution for a complex problem.

机构信息

Laboratorio de Biología Computacional, Departamento de Desarrollo Biotecnológico, Instituto de Higiene, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay.

Unidad de Genómica Evolutiva, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay.

出版信息

BMC Bioinformatics. 2020 Jul 8;21(1):293. doi: 10.1186/s12859-020-03610-6.

DOI:10.1186/s12859-020-03610-6
PMID:32640978
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7346339/
Abstract

BACKGROUND

Spliced Leader trans-splicing is an important mechanism for the maturation of mRNAs in several lineages of eukaryotes, including several groups of parasites of great medical and economic importance. Nevertheless, its study across the tree of life is severely hindered by the problem of identifying the SL sequences that are being trans-spliced.

RESULTS

In this paper we present SLFinder, a four-step pipeline meant to identify de novo candidate SL sequences making very few assumptions regarding the SL sequence properties. The pipeline takes transcriptomic de novo assemblies and a reference genome as input and allows the user intervention on several points to account for unexpected features of the dataset. The strategy and its implementation were tested on real RNAseq data from species with and without SL Trans-Splicing.

CONCLUSIONS

SLFinder is capable to identify SL candidates with good precision in a reasonable amount of time. It is especially suitable for species with unknown SL sequences, generating candidate sequences for further refining and experimental validation.

摘要

背景

拼接 leader 转位拼接是真核生物的几个谱系中 mRNA 成熟的一个重要机制,包括一些具有重要医学和经济意义的寄生虫群。然而,由于缺乏识别正在进行转位拼接的 SL 序列的方法,其在生命之树上的研究受到了严重阻碍。

结果

在本文中,我们提出了 SLFinder,这是一个四步流程,旨在通过很少对 SL 序列特性做出假设的方法来识别从头候选 SL 序列。该流水线以转录组从头组装和参考基因组作为输入,并允许用户在多个点上进行干预,以适应数据集的意外特征。该策略及其实现已在具有和不具有 SL 转位拼接的物种的真实 RNAseq 数据上进行了测试。

结论

SLFinder 能够在合理的时间内以良好的精度识别 SL 候选物。它特别适用于 SL 序列未知的物种,为进一步细化和实验验证生成候选序列。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/801158374565/12859_2020_3610_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/06e07c4f4105/12859_2020_3610_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/57ea62aae701/12859_2020_3610_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/801158374565/12859_2020_3610_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/06e07c4f4105/12859_2020_3610_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/57ea62aae701/12859_2020_3610_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d5c/7346339/801158374565/12859_2020_3610_Fig3_HTML.jpg

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本文引用的文献

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UTRme: A Scoring-Based Tool to Annotate Untranslated Regions in Trypanosomatid Genomes.UTRme:一种基于评分的工具,用于注释锥虫基因组中的非翻译区。
Front Genet. 2018 Dec 18;9:671. doi: 10.3389/fgene.2018.00671. eCollection 2018.
3
Characterization of spliced leader trans-splicing in a photosynthetic rhizarian amoeba, Paulinella micropora, and its possible role in functional gene transfer.
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BMC Bioinformatics. 2021 Mar 22;22(1):140. doi: 10.1186/s12859-021-04009-7.
在光合根足虫类变形虫 Paulinella micropora 中鉴定拼接 leader 转位拼接及其在功能基因转移中的可能作用。
PLoS One. 2018 Jul 19;13(7):e0200961. doi: 10.1371/journal.pone.0200961. eCollection 2018.
4
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