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使用综合多组学方法来识别参与……发病机制的分子机制和关键因素。

Use of an Integrated Multi-Omics Approach To Identify Molecular Mechanisms and Critical Factors Involved in the Pathogenesis of .

作者信息

Kavela Sridhar, Vyas Pallavi, Cp Jusail, Kushwaha Sandeep K, Majumdar Subeer S, Faisal Syed M

机构信息

Laboratory of Vaccine Immunology, National Institute of Animal Biotechnology, Hyderabad, India.

Regional Centre for Biotechnology, Faridabad, India.

出版信息

Microbiol Spectr. 2023 Feb 28;11(2):e0313522. doi: 10.1128/spectrum.03135-22.

Abstract

Leptospirosis, a bacterial zoonosis caused by pathogenic spp., is prevalent worldwide and has become a serious threat in recent years. Limited understanding of pathogenesis and host response has hampered the development of effective vaccine and diagnostics. Although is phagocytosed by innate immune cells, it resists its destruction, and the evading mechanism involved is unclear. In the present study, we used an integrative multi-omics approach to identify the critical molecular factors of involved in pathogenesis during interaction with human macrophages. Transcriptomic and proteomic analyses were performed at 24 h postinfection of human macrophages (phorbol-12-myristate-13-acetate differentiated THP-1 cells) with the pathogenic Leptospira interrogans serovar Icterohaemorrhagiae strain RGA (LEPIRGA). Our results identified a total of 1,528 transcripts and 871 proteins that were significantly expressed with an adjusted value of <0.05. The correlations between the transcriptomic and proteomic data were above average ( = 0.844), suggesting the role of the posttranscriptional processes during host interaction. The conjoint analysis revealed the expression of several virulence-associated proteins such as adhesins, invasins, and secretory and chemotaxis proteins that might be involved in various processes of attachment and invasion and as effectors during pathogenesis in the host. Further, the interaction of bacteria with the host cell (macrophages) was a major factor in the differential expression of these proteins. Finally, eight common differentially expressed RNA-protein pairs, predicted as virulent, outer membrane/extracellular proteins were validated by quantitative PCR. This is the first report using integrated multi-omics approach to identify critical factors involved in pathogenesis. Validation of these critical factors may lead to the identification of target antigens for the development of improved diagnostics and vaccines against leptospirosis. Leptospirosis is a zoonotic disease of global importance. It is caused by a Gram-negative bacterial spirochete of the genus . The current challenge is to detect the infection at early stage for treatment or to develop potent vaccines that can induce cross-protection against various pathogenic serovars. Understanding host-pathogen interactions is important to identify the critical factors involved in pathogenesis and host defense for developing improved vaccines and diagnostics. Utilizing an integrated multi-omics approach, our study provides important insight into the interaction of with human macrophages and identifies a few critical factors (such as virulence-associated proteins) involved in pathogenesis. These factors can be exploited for the development of novel tools for the detection, treatment, or prevention of leptospirosis.

摘要

钩端螺旋体病是一种由致病性钩端螺旋体属细菌引起的人畜共患病,在全球范围内流行,近年来已成为严重威胁。对其发病机制和宿主反应的了解有限,阻碍了有效疫苗和诊断方法的开发。尽管钩端螺旋体被天然免疫细胞吞噬,但它能抵抗被破坏,其涉及的逃避机制尚不清楚。在本研究中,我们采用综合多组学方法,以确定钩端螺旋体与人类巨噬细胞相互作用过程中参与发病机制的关键分子因素。在人巨噬细胞(佛波醇-12-肉豆蔻酸酯-13-乙酸酯分化的THP-1细胞)被致病性出血性黄疸钩端螺旋体血清型黄疸出血群菌株RGA(LEPIRGA)感染后24小时进行转录组学和蛋白质组学分析。我们的结果共鉴定出1528个转录本和871种蛋白质,其校正P值<0.05时显著表达。转录组学和蛋白质组学数据之间的相关性高于平均水平(r = 0.844),表明转录后过程在宿主相互作用中的作用。联合分析揭示了几种与毒力相关的蛋白质的表达,如黏附素、侵袭素、分泌蛋白和趋化蛋白,它们可能参与宿主发病机制中附着和侵袭的各种过程以及作为效应因子。此外,细菌与宿主细胞(巨噬细胞)的相互作用是这些蛋白质差异表达的主要因素。最后,通过定量PCR验证了八个预测为有毒力的、外膜/细胞外蛋白质的常见差异表达RNA-蛋白质对。这是第一篇使用综合多组学方法鉴定钩端螺旋体病发病机制中关键因素的报告。对这些关键因素的验证可能会导致识别出用于开发改进的钩端螺旋体病诊断方法和疫苗的靶抗原。钩端螺旋体病是一种具有全球重要性的人畜共患病。它由钩端螺旋体属的革兰氏阴性细菌螺旋体引起。当前的挑战是在早期阶段检测感染以进行治疗,或者开发能够诱导针对各种致病血清型产生交叉保护的有效疫苗。了解宿主-病原体相互作用对于识别参与发病机制和宿主防御的关键因素以开发改进的疫苗和诊断方法很重要。利用综合多组学方法,我们的研究为钩端螺旋体与人类巨噬细胞的相互作用提供了重要见解,并鉴定出一些参与发病机制的关键因素(如与毒力相关的蛋白质)。这些因素可用于开发检测、治疗或预防钩端螺旋体病的新工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bcbb/10100824/1dc6237295b9/spectrum.03135-22-f001.jpg

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