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利用基于系统发育的直系同源分析鉴定细菌致病性潜在的新型广泛决定因素。

Identifying potential novel widespread determinants of bacterial pathogenicity using phylogenetic-based orthology analysis.

作者信息

Ribeiro Sara, Alves Karine, Nourikyan Julien, Lavergne Jean-Pierre, de Bernard Simon, Buffat Laurent

机构信息

AltraBio SAS, Lyon, France.

Molecular Microbiology and Structural Biochemistry, Université de Lyon, CNRS, Lyon, France.

出版信息

Front Microbiol. 2025 May 1;16:1494490. doi: 10.3389/fmicb.2025.1494490. eCollection 2025.

Abstract

INTRODUCTION

The global rise in antibiotic resistance and emergence of new bacterial pathogens pose a significant threat to public health. Novel approaches to uncover potential novel diagnostic and therapeutic targets for these pathogens are needed.

METHODS

In this study, we conducted a large-scale, phylogenetic-based orthology analysis (OA) to compare the proteomes of pathogenic to humans (HP) and non-pathogenic to humans (NHP) bacterial strains across 734 strains from 514 species and 91 families.

RESULTS

Using a dedicated workflow, we identified 4,383 hierarchical orthologous groups (HOGs) significantly associated with the HP label, many of which are linked to critical factors such as stress tolerance, metabolic versatility, and antibiotic resistance. Both known virulence factors (VFs) and potential novel widespread pathogenicity determinants were uncovered, supported by both statistical testing and complementary protein domain analysis.

DISCUSSION

By integrating curated strain-level pathogenicity annotations from BacSPaD with phylogeny-based OA, we introduce a novel approach and provide a novel resource for bacterial pathogenicity research.

摘要

引言

全球抗生素耐药性的上升以及新细菌病原体的出现对公共卫生构成了重大威胁。需要新的方法来发现这些病原体潜在的新型诊断和治疗靶点。

方法

在本研究中,我们进行了一项大规模的、基于系统发育的直系同源分析(OA),以比较来自514个物种和91个科的734株细菌菌株中对人类致病(HP)和对人类非致病(NHP)的蛋白质组。

结果

通过专门的工作流程,我们鉴定出4383个与HP标签显著相关的分层直系同源组(HOG),其中许多与关键因素相关,如应激耐受性、代谢多样性和抗生素耐药性。通过统计测试和互补蛋白质结构域分析,发现了已知的毒力因子(VF)和潜在的新型广泛致病性决定因素。

讨论

通过将来自BacSPaD的经过整理的菌株水平致病性注释与基于系统发育的OA相结合,我们引入了一种新方法,并为细菌致病性研究提供了一种新资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b31a/12078273/9c05a8e68938/fmicb-16-1494490-g001.jpg

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