Suppr超能文献

不再流泪:使用 CryProcessor 从测序数据中挖掘新型 Cry 毒素。

No More Tears: Mining Sequencing Data for Novel Cry Toxins with CryProcessor.

机构信息

Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology (ARRIAM), St. Petersburg 196608, Russia.

Faculty of Biology, St. Petersburg State University, St. Petersburg 199034, Russia.

出版信息

Toxins (Basel). 2020 Mar 23;12(3):204. doi: 10.3390/toxins12030204.

Abstract

() is a natural pathogen of insects and some other groups of invertebrates that produces three-domain Cry (3d-Cry) toxins, which are highly host-specific pesticidal proteins. These proteins represent the most commonly used bioinsecticides in the world and are used for commercial purposes on the market of insecticides, being convergent with the paradigm of sustainable growth and ecological development. Emerging resistance to known toxins in pests stresses the need to expand the list of known toxins to broaden the horizons of insecticidal approaches. For this purpose, we have elaborated a fast and user-friendly tool called CryProcessor, which allows productive and precise mining of 3d-Cry toxins. The only existing tool for mining Cry toxins, called a BtToxin_scanner, has significant limitations such as limited query size, lack of accuracy and an outdated database. In order to find a proper solution to these problems, we have developed a robust pipeline, capable of precise 3d-Cry toxin mining. The unique feature of the pipeline is the ability to search for Cry toxins sequences directly on assembly graphs, providing an opportunity to analyze raw sequencing data and overcoming the problem of fragmented assemblies. Moreover, CryProcessor is able to predict precisely the domain layout in arbitrary sequences, allowing the retrieval of sequences of definite domains beyond the bounds of a limited number of toxins presented in CryGetter. Our algorithm has shown efficiency in all its work modes and outperformed its analogues on large amounts of data. Here, we describe its main features and provide information on its benchmarking against existing analogues. CryProcessor is a novel, fast, convenient, open source (https://github.com/lab7arriam/cry_processor), platform-independent, and precise instrument with a console version and elaborated web interface (https://lab7.arriam.ru/tools/cry_processor). Its major merits could make it possible to carry out massive screening for novel 3d-Cry toxins and obtain sequences of specific domains for further comprehensive in silico experiments in constructing artificial toxins.

摘要

Cry 处理器:用于挖掘和预测三域 Cry 毒素的快速工具

Cry 处理器是一种快速、用户友好的工具,可用于挖掘和预测三域 Cry 毒素。该工具名为 Cry 处理器,它是一种用于挖掘和预测三域 Cry 毒素的快速、用户友好的工具。Cry 处理器是一种用于挖掘和预测三域 Cry 毒素的快速、用户友好的工具,它可以高效地挖掘和预测三域 Cry 毒素。该工具的独特之处在于它能够直接在组装图上搜索 Cry 毒素序列,从而提供了一种分析原始测序数据的机会,并克服了组装不完整的问题。此外,Cry 处理器能够精确预测任意序列中的结构域布局,从而能够检索超出 CryGetter 中有限数量毒素范围的确定结构域的序列。我们的算法在所有工作模式下都表现出了效率,并在大量数据上优于其类似物。在这里,我们描述了它的主要特点,并提供了关于其与现有类似物基准测试的信息。Cry 处理器是一种新颖的、快速的、方便的、开源的(https://github.com/lab7arriam/cry_processor)、与平台无关的、精确的工具,具有控制台版本和详细的网络界面(https://lab7.arriam.ru/tools/cry_processor)。它的主要优点可能使其能够进行大规模的新型 3d-Cry 毒素筛选,并获得特定结构域的序列,以便进一步进行构建人工毒素的全面计算机实验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f79/7150774/a952034ee047/toxins-12-00204-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验