Suppr超能文献

是否可以通过感觉蛋白丰度区分致病菌和非致病菌?

Can Pathogenic and Nonpathogenic Bacteria Be Distinguished by Sensory Protein Abundance?

机构信息

Bio-Sciences R&D Division, TCS Innovation Labs, Tata Consultancy Services Limited, Pune, India.

Bio-Sciences R&D Division, TCS Innovation Labs, Tata Consultancy Services Limited, Pune, India

出版信息

Appl Environ Microbiol. 2020 Jul 2;86(14). doi: 10.1128/AEM.00478-20.

Abstract

Signal transduction systems are essential for microorganisms to respond to their ever-changing environment. They can be distinguished into one-component systems, two-component systems, and extracytoplasmic-function σ factors. Abundances of a few signal-transducing proteins, termed herein as sensory proteins (SPs), have previously been reported to be correlated with the genome size and ecological niche of certain Gram-positive bacteria. No such reports are available for Gram-negative bacteria. The current study attempts to investigate the relationship of the abundances of SPs to genome size in , and the bacterial pathotypes or phylotypes. While the relationship between SP abundance and genome size could not be established, the sensory protein index (SPI), a new metric defined herein, was found to be correlated with virulence. In addition, significant association was observed among the distribution of SPs and pathotypes. Results indicate that such associations might be due to genomic rearrangements to best utilize the resources available in a given ecological niche. Overall, the study provides an in-depth analysis of the occurrence of different SPs among pathogenic and nonpathogenic strains. Possibilities of using the SPI as a marker for identifying pathogenic strains from among an organism complex are also discussed. Sensory proteins (SPs) act as sensors and actuators for a cell and participate in important mechanisms pertaining to bacterial survival, adaptation, and virulence. Therefore, bacterial species residing in similar ecological niches or those sharing common pathotypes are expected to exhibit similar SP signatures. We have investigated profiles of SPs in different species of and present in this article the sensory protein index (SPI), a metric for quantifying the abundance and/or distribution of SPs across bacterial genomes, which could indicate the virulence potency of a bacterium. The SPI could find use in characterizing uncultured strains and bacterial complexes, as a biomarker for disease diagnostics, evaluating the effect of therapeutic interventions, assessing effects of ecological alterations, etc. Grouping the studied strains of on the basis of the frequency of occurrence of SPs in their genomes could potentially replicate the stratification of these strains on the basis of their phylotypes. In addition, strains belonging to the same pathotypes were also seen to share similar SP signatures. Furthermore, the SPI was seen to be an indicator of pathogenic potency of strains. The SPI metric is expected to be useful in the (pathogenic) characterization of hereto uncultured strains which are routinely sequenced in host microbiome analysis projects, or from among an ensemble of microbial organisms constituting a biospecimen. Thus, the possibilities of using the SPI as a biomarker for diagnosis of a disease or the outcome of a therapeutic intervention cannot be ruled out. Further, SPIs obtained from longitudinal ecological samples have the potential to serve as key indicators of environmental changes. Such changes in the environment are often detrimental to the resident biome and methods for timely detection of environmental changes hold huge socioeconomic benefits.

摘要

信号转导系统对于微生物应对不断变化的环境至关重要。它们可以分为单组分系统、双组分系统和细胞外功能 σ 因子。先前已经报道了一些信号转导蛋白(称为感觉蛋白,SP)的丰度与某些革兰氏阳性细菌的基因组大小和生态位相关。然而,革兰氏阴性细菌的情况则并不清楚。本研究试图调查 SP 的丰度与基因组大小以及细菌的病理型或 phylotype 之间的关系。虽然未能确定 SP 丰度与基因组大小之间的关系,但我们发现了一个新的度量标准——感觉蛋白指数(SPI),与 毒力相关。此外,还观察到 SP 的分布与 病理型之间存在显著关联。结果表明,这种关联可能是由于基因组重排,以最佳利用特定生态位中的可用资源。总的来说,该研究深入分析了不同致病性和非致病性 菌株中不同 SP 的存在情况。还讨论了将 SPI 用作从生物体复合体中识别致病性菌株的标记的可能性。感觉蛋白(SP)作为细胞的传感器和执行器,参与与细菌生存、适应和毒力相关的重要机制。因此,栖息在相似生态位或具有共同病理型的细菌物种预计将表现出相似的 SP 特征。我们已经研究了不同种属 中 SP 的分布情况,并在本文中提出了感觉蛋白指数(SPI),这是一种用于量化细菌基因组中 SP 丰度和/或分布的度量标准,它可以指示细菌的毒力潜力。SPI 可以用于表征未培养的菌株和细菌复合体,作为疾病诊断的生物标志物,评估治疗干预的效果,评估生态变化的影响等。基于其基因组中 SP 的出现频率对所研究的 菌株进行分组,有可能基于它们的 phylotype 对这些菌株进行分层。此外,还发现属于相同病理型的 菌株具有相似的 SP 特征。此外,SPI 被视为 菌株致病性潜力的指标。SPI 度量标准有望用于对迄今未培养的菌株进行(致病性)表征,这些菌株通常在宿主微生物组分析项目中进行测序,或者来自构成生物样本的微生物组合。因此,不能排除将 SPI 用作疾病诊断或治疗干预结果的生物标志物的可能性。此外,来自纵向生态样本的 SPI 有潜力成为环境变化的关键指标。这种环境变化通常对居住生物群有害,及时检测环境变化的方法具有巨大的社会经济效益。

相似文献

3
(Patho-)Genomics of Escherichia coli.大肠杆菌的(病理)基因组学
Int J Med Microbiol. 2005 Oct;295(6-7):357-71. doi: 10.1016/j.ijmm.2005.07.009.
8
Small RNA Regulation of Virulence in Pathogenic .小 RNA 对病原性. 的毒力调控
Front Cell Infect Microbiol. 2021 Jan 27;10:622202. doi: 10.3389/fcimb.2020.622202. eCollection 2020.

本文引用的文献

1
20 years of the SMART protein domain annotation resource.SMART 蛋白质结构域注释资源 20 年。
Nucleic Acids Res. 2018 Jan 4;46(D1):D493-D496. doi: 10.1093/nar/gkx922.
3
SMART: recent updates, new developments and status in 2015.SMART:2015年的近期更新、新进展及现状
Nucleic Acids Res. 2015 Jan;43(Database issue):D257-60. doi: 10.1093/nar/gku949. Epub 2014 Oct 9.
7
CD-HIT: accelerated for clustering the next-generation sequencing data.CD-HIT:用于加速下一代测序数据聚类的工具。
Bioinformatics. 2012 Dec 1;28(23):3150-2. doi: 10.1093/bioinformatics/bts565. Epub 2012 Oct 11.
8
Evolution of two-component signal transduction systems.双组分信号转导系统的进化。
Annu Rev Microbiol. 2012;66:325-47. doi: 10.1146/annurev-micro-092611-150039. Epub 2012 Jun 28.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验