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ICEscreen:一种用于检测厚壁菌门整合性接合元件(ICEs)和整合性移动元件(IMEs)的工具,这些元件可以是分离的,也可以包含在复合结构中。

ICEscreen: a tool to detect Firmicute ICEs and IMEs, isolated or enclosed in composite structures.

作者信息

Lao Julie, Lacroix Thomas, Guédon Gérard, Coluzzi Charles, Payot Sophie, Leblond-Bourget Nathalie, Chiapello Hélène

机构信息

Université Paris-Saclay, INRAE, MaIAGE, F-78350 Jouy-en-Josas, France.

Université de Lorraine, INRAE, DynAMic, F-54000 Nancy, France.

出版信息

NAR Genom Bioinform. 2022 Oct 21;4(4):lqac079. doi: 10.1093/nargab/lqac079. eCollection 2022 Dec.

Abstract

Mobile Genetic Elements (MGEs) are integrated in bacterial genomes and key elements that drive prokaryote genome evolution. Among them are Integrative and Conjugative Elements (ICEs) and Integrative Mobilizable Elements (IMEs) which are important for bacterial fitness since they frequently carry genes participating in important bacterial adaptation phenotypes such as antibiotic resistance, virulence or specialized metabolic pathways. Although ICEs and IMEs are widespread, they are as yet almost never annotated in public bacterial genomes. To address the need of dedicated strategies for the annotation of these elements, we developed ICEscreen, a tool that introduces two new features to detect ICEs and IMEs in Firmicute genomes. First, ICEscreen uses an efficient strategy to detect Signature Proteins of ICEs and IMEs based on a database dedicated to Firmicutes and composed of manually curated proteins and Hidden Markov Models (HMM) profiles. Second, ICEscreen includes a new original algorithm that detects composite structures of ICEs and IMEs that are frequent in genomes of Firmicutes but are currently not resolved by any other tool. We benchmarked ICEscreen on experimentally supported elements and on a public dataset of 246 manually annotated elements including the genomes of 40 Firmicutes and demonstrate its efficiency to detect ICEs and IMEs.

摘要

移动遗传元件(MGEs)整合于细菌基因组中,是推动原核生物基因组进化的关键元件。其中包括整合与接合元件(ICEs)和整合可移动元件(IMEs),它们对细菌适应性很重要,因为它们经常携带参与重要细菌适应表型的基因,如抗生素抗性、毒力或特殊代谢途径。尽管ICEs和IMEs广泛存在,但在公共细菌基因组中几乎从未被注释过。为满足对这些元件进行注释的专门策略的需求,我们开发了ICEscreen工具,该工具引入了两个新功能来检测厚壁菌门基因组中的ICEs和IMEs。首先,ICEscreen基于一个专门针对厚壁菌门的数据库,该数据库由人工整理的蛋白质和隐马尔可夫模型(HMM)谱组成,采用一种高效策略来检测ICEs和IMEs的特征蛋白。其次,ICEscreen包含一种新的原创算法,可检测ICEs和IMEs的复合结构,这些结构在厚壁菌门基因组中很常见,但目前任何其他工具都无法解析。我们在实验支持的元件以及包含40种厚壁菌门基因组的246个手动注释元件的公共数据集上对ICEscreen进行了基准测试,并证明了其检测ICEs和IMEs的效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d31/9585547/5792170423e8/lqac079fig1.jpg

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