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一种结合序列、结构和基于网络方法的抗生素靶点排名与优先级排序流程,以粘质沙雷氏菌为例进行说明。

An antibiotic target ranking and prioritization pipeline combining sequence, structure and network-based approaches exemplified for Serratia marcescens.

作者信息

Gupta Shishir K, Gross Roy, Dandekar Thomas

机构信息

Department of Bioinformatics, Biocenter, Am Hubland, D-97074 Würzburg, Germany; Department of Microbiology, Biocenter, Am Hubland, D-97074 Würzburg, Germany.

Department of Microbiology, Biocenter, Am Hubland, D-97074 Würzburg, Germany.

出版信息

Gene. 2016 Oct 10;591(1):268-278. doi: 10.1016/j.gene.2016.07.030. Epub 2016 Jul 16.

Abstract

We investigate a drug target screening pipeline comparing sequence, structure and network-based criteria for prioritization. Serratia marcescens, an opportunistic pathogen, serves as test case. We rank according to (i) availability of three dimensional structures and lead compounds, (ii) not occurring in man and general sequence conservation information, and (iii) network information on the importance of the protein (conserved protein-protein interactions; metabolism; reported to be an essential gene in other organisms). We identify 45 potential anti-microbial drug targets in S. marcescens with KdsA involved in LPS biosynthesis as top candidate drug target. LpxC and FlgB are further top-ranked targets identified by interactome analysis not suggested before for S. marcescens. Pipeline, targets and complementarity of the three approaches are evaluated by available experimental data and genetic evidence and against other antibiotic screening pipelines. This supports reliable drug target identification and prioritization for infectious agents (bacteria, parasites, fungi) by these bundled complementary criteria.

摘要

我们研究了一种药物靶点筛选流程,该流程比较了用于优先级排序的基于序列、结构和网络的标准。以机会致病菌粘质沙雷氏菌作为测试案例。我们根据以下几点进行排名:(i)三维结构和先导化合物的可获得性,(ii)在人类中不出现以及一般序列保守信息,(iii)关于蛋白质重要性的网络信息(保守的蛋白质 - 蛋白质相互作用;代谢;据报道在其他生物体中是必需基因)。我们在粘质沙雷氏菌中鉴定出45个潜在的抗菌药物靶点,其中参与脂多糖生物合成的KdsA作为首要候选药物靶点。LpxC和FlgB是通过相互作用组分析进一步确定的排名靠前的靶点,之前未有人针对粘质沙雷氏菌提出过这两个靶点。通过可用的实验数据和遗传证据,并与其他抗生素筛选流程进行对比,对这三种方法的流程、靶点及互补性进行了评估。这支持了通过这些捆绑的互补标准对传染病病原体(细菌、寄生虫、真菌)进行可靠的药物靶点鉴定和优先级排序。

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