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Identifying viruses from metagenomic data using deep learning.利用深度学习从宏基因组数据中识别病毒。
Quant Biol. 2020 Mar;8(1):64-77. doi: 10.1007/s40484-019-0187-4.
2
Yaravirus: A novel 80-nm virus infecting .雅拉病毒:一种新型 80nm 病毒,感染 ……
Proc Natl Acad Sci U S A. 2020 Jul 14;117(28):16579-16586. doi: 10.1073/pnas.2001637117. Epub 2020 Jun 29.
3
VIBRANT: automated recovery, annotation and curation of microbial viruses, and evaluation of viral community function from genomic sequences.VIBRANT:从基因组序列中自动恢复、注释和培养微生物病毒,并评估病毒群落功能。
Microbiome. 2020 Jun 10;8(1):90. doi: 10.1186/s40168-020-00867-0.
4
Metaviral SPAdes: assembly of viruses from metagenomic data.Metaviral SPAdes:从宏基因组数据中组装病毒。
Bioinformatics. 2020 Aug 15;36(14):4126-4129. doi: 10.1093/bioinformatics/btaa490.
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Phigaro: high-throughput prophage sequence annotation.Phigaro:高通量噬菌体序列注释。
Bioinformatics. 2020 Jun 1;36(12):3882-3884. doi: 10.1093/bioinformatics/btaa250.
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Prokaryotic and Viral Community Composition of Freshwater Springs in Florida, USA.美国佛罗里达州淡水泉的原核生物和病毒群落组成。
mBio. 2020 Apr 7;11(2):e00436-20. doi: 10.1128/mBio.00436-20.
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Global Organization and Proposed Megataxonomy of the Virus World.病毒世界的全球组织和拟议的巨型分类学。
Microbiol Mol Biol Rev. 2020 Mar 4;84(2). doi: 10.1128/MMBR.00061-19. Print 2020 May 20.
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Assembly-free single-molecule sequencing recovers complete virus genomes from natural microbial communities.无组装的单分子测序从自然微生物群落中恢复完整的病毒基因组。
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9
Discovery of several thousand highly diverse circular DNA viruses.发现了几千种高度多样化的环状 DNA 病毒。
Elife. 2020 Feb 4;9:e51971. doi: 10.7554/eLife.51971.
10
A new lineage of segmented RNA viruses infecting animals.一种感染动物的新型分段RNA病毒谱系。
Virus Evol. 2020 Jan 17;6(1):vez061. doi: 10.1093/ve/vez061. eCollection 2020 Jan.

Cenote-Taker 2使病毒发现和序列注释民主化。

Cenote-Taker 2 democratizes virus discovery and sequence annotation.

作者信息

Tisza Michael J, Belford Anna K, Domínguez-Huerta Guillermo, Bolduc Benjamin, Buck Christopher B

机构信息

Lab of Cellular Oncology, NCI, NIH, Bethesda, MD 20892-4263, USA.

Department of Microbiology, Ohio State University, Columbus, OH, USA.

出版信息

Virus Evol. 2020 Dec 30;7(1):veaa100. doi: 10.1093/ve/veaa100. eCollection 2021 Jan.

DOI:10.1093/ve/veaa100
PMID:33505708
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7816666/
Abstract

Viruses, despite their great abundance and significance in biological systems, remain largely mysterious. Indeed, the vast majority of the perhaps hundreds of millions of viral species on the planet remain undiscovered. Additionally, many viruses deposited in central databases like GenBank and RefSeq are littered with genes annotated as 'hypothetical protein' or the equivalent. Cenote-Taker 2, a virus discovery and annotation tool available on command line and with a graphical user interface with free high-performance computation access, utilizes highly sensitive models of hallmark virus genes to discover familiar or divergent viral sequences from user-input contigs. Additionally, Cenote-Taker 2 uses a flexible set of modules to automatically annotate the sequence features of contigs, providing more gene information than comparable tools. The outputs include readable and interactive genome maps, virome summary tables, and files that can be directly submitted to GenBank. We expect Cenote-Taker 2 to facilitate virus discovery, annotation, and expansion of the known virome.

摘要

病毒尽管在生物系统中数量众多且意义重大,但在很大程度上仍然神秘莫测。事实上,地球上可能数以亿计的病毒物种中,绝大多数仍未被发现。此外,许多存入GenBank和RefSeq等中央数据库的病毒都充斥着被注释为“假定蛋白”或类似名称的基因。Cenote-Taker 2是一种可通过命令行使用的病毒发现和注释工具,同时还有带免费高性能计算访问的图形用户界面,它利用标志性病毒基因的高度敏感模型,从用户输入的重叠群中发现熟悉的或不同的病毒序列。此外,Cenote-Taker 2使用一组灵活的模块来自动注释重叠群的序列特征,比同类工具提供更多的基因信息。输出结果包括可读的交互式基因组图谱、病毒群落汇总表,以及可直接提交到GenBank的文件。我们期望Cenote-Taker 2能促进病毒发现、注释以及已知病毒群落的扩展。