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Comparative genomics and functional annotation of bacterial transporters

机译:细菌转运蛋白的比较基因组学和功能注释

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摘要

Transport proteins are difficult to study experimentally, and because of that their functional characterization trails that of enzymes. The comparative genomic analysis is a powerful approach to functional annotation of proteins, which makes it possible to utilize the genomic sequence data from thousands of organisms. The use of computational techniques allows one to identify candidate transporters, predict their structure and localization in the membrane, and perform detailed functional annotation, which includes substrate specificity and cellular role. We overview the main techniques of analysis of transporters' structure and function. We consider the most popular algorithms to identify transmembrane segments in protein sequences and to predict topology of multispanning proteins. We describe the main approaches of the comparative genomics, and how they may be applied to the analysis of transporters. and provide examples showing how combinations of these techniques is used for functional annotation of new transporter specificities in known families, characterization of new families, and prediction of novel transport mechanisms.
机译:转运蛋白很难通过实验进行研究,因为转运蛋白的功能特征落后于酶。比较基因组分析是蛋白质功能注释的有力方法,这使利用成千上万个生物体的基因组序列数据成为可能。计算技术的使用允许人们识别候选转运蛋白,预测其转运蛋白的结构和在膜中的位置,并执行详细的功能注释,包括底物特异性和细胞作用。我们概述了分析转运蛋白结构和功能的主要技术。我们认为最流行的算法可以识别蛋白质序列中的跨膜片段,并预测多跨蛋白质的拓扑。我们描述了比较基因组学的主要方法,以及它们如何应用于转运蛋白的分析。并提供示例说明这些技术的组合如何用于已知家族中新转运蛋白特异性的功能注释,新家族的表征以及新型转运机制的预测。

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