发现未知噬菌体-宿主组合的生物学和生物信息学工具

IF 5.9 2区 生物学 Q1 MICROBIOLOGY
Jennifer Mahony
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引用次数: 0

摘要

近几十年来,元基因组学改变了微生物生态学领域,并最终形成了庞大的数据集,有助于对复杂的微生物群落进行生物信息学剖析。最近,人们的注意力已从确定微生物群组成转向微生物群成员之间的相互作用和关系。在复杂的微生物群落中,鉴定噬菌体-宿主组合一直是一个重大挑战。人工智能工具在预测蛋白质结构和功能以及细菌与其感染的噬菌体之间的关系方面的最新发展,为确定和验证噬菌体-宿主关系提供了一种战略性方法。然而,对这些预测进行生物学验证仍然至关重要,这将有助于改进现有的预测工具。在这篇综述中,我将概述预测和实验验证未知噬菌体-宿主组合的生物信息学和实验方法的最新进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Biological and bioinformatic tools for the discovery of unknown phage–host combinations

Biological and bioinformatic tools for the discovery of unknown phage–host combinations

The field of microbial ecology has been transformed by metagenomics in recent decades and has culminated in vast datasets that facilitate the bioinformatic dissection of complex microbial communities. Recently, attention has turned from defining the microbiota composition to the interactions and relationships that occur between members of the microbiota. Within complex microbiota, the identification of bacteriophage–host combinations has been a major challenge. Recent developments in artificial intelligence tools to predict protein structure and function as well as the relationships between bacteria and their infecting bacteriophages allow a strategic approach to identifying and validating phage–host relationships. However, biological validation of these predictions remains essential and will serve to improve the existing predictive tools. In this review, I provide an overview of the most recent developments in both bioinformatic and experimental approaches to predicting and experimentally validating unknown phage–host combinations.

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来源期刊
Current opinion in microbiology
Current opinion in microbiology 生物-微生物学
CiteScore
10.00
自引率
0.00%
发文量
114
审稿时长
6-12 weeks
期刊介绍: Current Opinion in Microbiology is a systematic review journal that aims to provide specialists with a unique and educational platform to keep up-to-date with the expanding volume of information published in the field of microbiology. It consists of 6 issues per year covering the following 11 sections, each of which is reviewed once a year: Host-microbe interactions: bacteria Cell regulation Environmental microbiology Host-microbe interactions: fungi/parasites/viruses Antimicrobials Microbial systems biology Growth and development: eukaryotes/prokaryotes
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