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TGStools:一个生物信息学套件,用于简化第三代测序平台长读段转录组分析。

TGStools: A Bioinformatics Suit to Facilitate Transcriptome Analysis of Long Reads from Third Generation Sequencing Platform.

机构信息

Computational Systems Biology Lab, Department of Bioinformatics, Shantou University Medical College (SUMC), No. 22, Xinling Road, Shantou 515041, China.

Bio-key Health Technologies Co., Ltd., No.9, Huaqiang, Road, Tianhe District, Guangzhou 510630, China.

出版信息

Genes (Basel). 2019 Jul 10;10(7):519. doi: 10.3390/genes10070519.

DOI:10.3390/genes10070519
PMID:31295871
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6678717/
Abstract

Recent analyses show that transcriptome sequencing can be utilized as a diagnostic tool for rare Mendelian diseases. The third generation sequencing de novo detects long reads of thousands of base pairs, thus greatly expanding the isoform discovery and identification of novel long noncoding RNAs. In this study, we developed TGStools, a bioinformatics suite to facilitate routine tasks such as characterizing full-length transcripts, detecting shifted types of alternative splicing, and long noncoding RNAs (lncRNAs) identification in transcriptome analysis. It also prioritizes the transcripts with a visualization framework that automatically integrates rich annotation with known genomic features. TGStools is a Python package freely available at Github.

摘要

最近的分析表明,转录组测序可用作罕见孟德尔疾病的诊断工具。第三代测序从头开始检测数千个碱基对的长读长,从而大大扩展了新型长非编码 RNA 的异构体发现和鉴定。在这项研究中,我们开发了 TGStools,这是一个生物信息学套件,用于促进常规任务,如全长转录本的特征描述、检测替代剪接的移位类型,以及转录组分析中长非编码 RNA(lncRNA)的鉴定。它还通过可视化框架对具有优先级的转录本进行排序,该框架自动将丰富的注释与已知的基因组特征集成在一起。TGStools 是一个 Python 包,可在 Github 上免费获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/031a/6678717/4a199e8b2c59/genes-10-00519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/031a/6678717/1d289ecd64d6/genes-10-00519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/031a/6678717/4a199e8b2c59/genes-10-00519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/031a/6678717/1d289ecd64d6/genes-10-00519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/031a/6678717/4a199e8b2c59/genes-10-00519-g002.jpg

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本文引用的文献

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Nat Med. 2019 Jun;25(6):911-919. doi: 10.1038/s41591-019-0457-8. Epub 2019 Jun 3.
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Intermediate-risk pulmonary embolism: Aiming to improve patient stratification.中危肺栓塞:旨在改善患者分层。
Eur J Intern Med. 2019 Jul;65:32-36. doi: 10.1016/j.ejim.2019.04.018. Epub 2019 May 1.
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Targeted, High-Resolution RNA Sequencing of Non-coding Genomic Regions Associated With Neuropsychiatric Functions.
与神经精神功能相关的非编码基因组区域的靶向高分辨率RNA测序
Front Genet. 2019 Apr 12;10:309. doi: 10.3389/fgene.2019.00309. eCollection 2019.
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Expanding the Boundaries of RNA Sequencing as a Diagnostic Tool for Rare Mendelian Disease.将 RNA 测序扩展为罕见孟德尔疾病诊断工具的界限。
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Evolutionary Multiobjective Clustering and Its Applications to Patient Stratification.进化多目标聚类及其在患者分层中的应用。
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Full-length mRNA sequencing uncovers a widespread coupling between transcription initiation and mRNA processing.全长 mRNA 测序揭示了转录起始和 mRNA 加工之间广泛的偶联。
Genome Biol. 2018 Mar 29;19(1):46. doi: 10.1186/s13059-018-1418-0.
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Genome Biol. 2018 Mar 23;19(1):40. doi: 10.1186/s13059-018-1417-1.
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Comprehensive comparison of Pacific Biosciences and Oxford Nanopore Technologies and their applications to transcriptome analysis.太平洋生物科学公司和牛津纳米孔技术公司的全面比较及其在转录组分析中的应用。
F1000Res. 2017 Feb 3;6:100. doi: 10.12688/f1000research.10571.2. eCollection 2017.
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Improving genetic diagnosis in Mendelian disease with transcriptome sequencing.通过转录组测序改善孟德尔疾病的基因诊断。
Sci Transl Med. 2017 Apr 19;9(386). doi: 10.1126/scitranslmed.aal5209.
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