Dual RNA-seq study of the dynamics of coding and non-coding RNA expression during Clostridioides difficile infection in a mouse model.

IF 5 2区 生物学 Q1 MICROBIOLOGY mSystems Pub Date : 2024-11-27 DOI:10.1128/msystems.00863-24
Victor Kreis, Claire Toffano-Nioche, Cécile Denève-Larrazet, Jean-Christophe Marvaud, Julian R Garneau, Florent Dumont, Erwin L van Dijk, Yan Jaszczyszyn, Anaïs Boutserin, Francesca D'Angelo, Daniel Gautheret, Imad Kansau, Claire Janoir, Olga Soutourina
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Abstract

Clostridioides difficile is the leading cause of healthcare-associated diarrhea in industrialized countries. Many questions remain to be answered about the mechanisms governing its interaction with the host during infection. Non-coding RNAs (ncRNAs) contribute to shape virulence in many pathogens and modulate host responses; however, their role in C. difficile infection (CDI) has not been explored. To better understand the dynamics of ncRNA expression contributing to C. difficile infectious cycle and host response, we used a dual RNA-seq approach in a conventional murine model. From the pathogen side, this transcriptomic analysis revealed the upregulation of virulence factors, metabolism, and sporulation genes, as well as the identification of 61 ncRNAs differentially expressed during infection that correlated with the analysis of available raw RNA-seq data sets from two independent studies. From these data, we identified 118 potential new transcripts in C. difficile, including 106 new ncRNA genes. From the host side, we observed the induction of several pro-inflammatory pathways, and among the 185 differentially expressed ncRNAs, the overexpression of microRNAs (miRNAs) previously associated to inflammatory responses or unknown long ncRNAs and miRNAs. A particular host gene expression profile could be associated to the symptomatic infection. In accordance, the metatranscriptomic analysis revealed specific microbiota changes accompanying CDI and specific species associated with symptomatic infection in mice. This first adaptation of in vivo dual RNA-seq to C. difficile contributes to unravelling the regulatory networks involved in C. difficile infectious cycle and host response and provides valuable resources for further studies of RNA-based mechanisms during CDI.IMPORTANCEClostridioides difficile is a major cause of nosocomial infections associated with antibiotic therapy classified as an urgent antibiotic resistance threat. This pathogen interacts with host and gut microbial communities during infection, but the mechanisms of these interactions remain largely to be uncovered. Noncoding RNAs contribute to bacterial virulence and host responses, but their expression has not been explored during C. difficile infection. We took advantage of the conventional mouse model of C. difficile infection to look simultaneously to the dynamics of gene expression in pathogen, its host, and gut microbiota composition, providing valuable resources for future studies. We identified a number of ncRNAs that could mediate the adaptation of C. difficile inside the host and the crosstalk with the host immune response. Promising inflammation markers and potential therapeutic targets emerged from this work open new directions for RNA-based and microbiota-modulatory strategies to improve the efficiency of C. difficile infection treatments.

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在小鼠模型中对艰难梭菌感染过程中编码和非编码 RNA 表达动态的双重 RNA-seq 研究。
艰难梭菌是工业化国家医疗保健相关腹泻的主要病因。关于它在感染过程中与宿主相互作用的机制,还有许多问题有待解答。非编码 RNA(ncRNA)有助于形成许多病原体的毒力并调节宿主的反应;然而,它们在艰难梭菌感染(CDI)中的作用尚未得到探索。为了更好地了解有助于艰难梭菌感染周期和宿主应答的 ncRNA 表达动态,我们在传统的小鼠模型中使用了双重 RNA 序列分析方法。从病原体方面来看,这种转录组分析揭示了毒力因子、新陈代谢和孢子基因的上调,并确定了 61 个在感染期间有差异表达的 ncRNA,这些 ncRNA 与来自两项独立研究的可用原始 RNA-seq 数据集的分析结果相关。从这些数据中,我们发现了艰难梭菌中 118 个潜在的新转录本,其中包括 106 个新的 ncRNA 基因。在宿主方面,我们观察到了几种促炎症通路的诱导作用,在 185 个差异表达的 ncRNA 中,过表达了以前与炎症反应相关的 microRNA(miRNA)或未知的长 ncRNA 和 miRNA。特定的宿主基因表达谱可能与无症状感染有关。因此,元转录组分析揭示了伴随 CDI 发生的特定微生物群变化,以及与小鼠无症状感染相关的特定物种。这是首次将体内双 RNA-seq 技术应用于艰难梭菌,有助于揭示艰难梭菌感染周期和宿主反应所涉及的调控网络,并为进一步研究艰难梭菌感染过程中基于 RNA 的机制提供了宝贵的资源。这种病原体在感染过程中与宿主和肠道微生物群落相互作用,但这些相互作用的机制在很大程度上仍有待揭示。非编码 RNA 对细菌的毒力和宿主的反应做出了贡献,但它们在艰难梭菌感染过程中的表达还没有被探索过。我们利用艰难梭菌感染的传统小鼠模型,同时观察病原体、宿主和肠道微生物群组成的基因表达动态,为今后的研究提供了宝贵的资源。我们发现了一些可能介导艰难梭菌在宿主体内的适应以及与宿主免疫反应相互影响的 ncRNA。这项工作中发现的有希望的炎症标志物和潜在治疗靶点为基于 RNA 的微生物群调节策略开辟了新方向,从而提高了艰难梭菌感染治疗的效率。
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来源期刊
mSystems
mSystems Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
10.50
自引率
3.10%
发文量
308
审稿时长
13 weeks
期刊介绍: mSystems™ will publish preeminent work that stems from applying technologies for high-throughput analyses to achieve insights into the metabolic and regulatory systems at the scale of both the single cell and microbial communities. The scope of mSystems™ encompasses all important biological and biochemical findings drawn from analyses of large data sets, as well as new computational approaches for deriving these insights. mSystems™ will welcome submissions from researchers who focus on the microbiome, genomics, metagenomics, transcriptomics, metabolomics, proteomics, glycomics, bioinformatics, and computational microbiology. mSystems™ will provide streamlined decisions, while carrying on ASM''s tradition of rigorous peer review.
期刊最新文献
Gut microbiota dysbiosis induced by alcohol exposure in pubertal and adult mice. Different artificial feeding strategies shape the diverse gut microbial communities and functions with the potential risk of pathogen transmission to captive Asian small-clawed otters (Aonyx cinereus). Dual RNA-seq study of the dynamics of coding and non-coding RNA expression during Clostridioides difficile infection in a mouse model. The transcriptional response to low temperature is weakly conserved across the Enterobacteriaceae. Bacterial community function increases leaf growth in a pitcher plant experimental system.
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