Dual RNA-seq identifies genes and pathways modulated during Clostridioides difficile colonization

被引:3
|
作者
Frost, Lucy R. [1 ]
Stark, Richard [2 ]
Anonye, Blessing O. [1 ,5 ]
MacCreath, Thomas O. [1 ,3 ]
Ferreira, Ludmila R. P. [4 ]
Unnikrishnan, Meera [1 ]
机构
[1] Univ Warwick, Warwick Med Sch, Div Biomed Sci, Coventry, W Midlands, England
[2] Univ Warwick, Bioinformat Res Technol Platform, Coventry, W Midlands, England
[3] Univ Warwick, Sch Life Sci, Coventry, W Midlands, England
[4] Univ Fed Minas Gerais, Inst Biol Sci, Dept Morphol, RNA Syst Biol Lab RSBL, Belo Horizonte, MG, Brazil
[5] Fishawack Hlth, Knutsford, England
基金
英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
Clostridioides difficile infection; in vitro gut model; dual RNA-seq; proline-proline endopeptidase; INFECTION; TOXIN; EPIDEMIOLOGY; PATHOGEN; REVEALS; PROTEIN; CELLS; TRANSCRIPTOME; ACTIVATION; VIRULENCE;
D O I
10.1128/msystems.00555-23
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
The gastrointestinal pathogen Clostridioides difficile is the most common cause of hospital-acquired diarrhea. Bacterial interactions with the gut mucosa are crucial for the establishment of C. difficile infection; however, key infection events like bacterial attachment and gut penetration are still poorly defined. To better understand the initial events that occur when this anaerobe interacts with the human gut epithelium, we employed a dual RNA-sequencing approach to study the bacterial and host transcriptomic profiles during C. difficile infection in a dual environment in vitro human gut model. Temporal changes in gene expression during infection were studied in bacterial and epithelial cells over 3-24 hours. While there were several common differentially expressed bacterial genes across different timepoints after infection, mammalian transcriptional profiles were quite distinct, with little overlap. Interestingly, an induction of colonic receptors for C. difficile toxins was observed, along with the downregulation of genes encoding immune response markers. Several cell wall-associated proteins were downregulated in C. difficile when associated with host cells, including slpA, which encodes the main S-layer protein. Gene function and pathway enrichment analyses revealed a potential modulation of the purine/pyrimidine synthesis pathways both in the mammalian and bacterial cells. We observed that proline-proline endopeptidase, a secreted metalloprotease responsible for cell surface protein cleavage, is downregulated during infection, and a mutant lacking this enzyme demonstrated enhanced adhesion to epithelial cells during infection. This study provides new insight into the host and bacterial pathways based on gene expression modulation during the initial contact of C. difficile with gut cells. IMPORTANCE The initial interactions between the colonic epithelium and the bacterium are likely critical in the establishment of Clostridioides difficile infection, one of the major causes of hospital-acquired diarrhea worldwide. Molecular interactions between C. difficile and human gut cells have not been well defined mainly due to the technical challenges of studying cellular host-pathogen interactions with this anaerobe. Here we have examined transcriptional changes occurring in the pathogen and host cells during the initial 24 hours of infection. Our data indicate several changes in metabolic pathways and virulence-associated factors during the initial bacterium-host cell contact and early stages of infection. We describe canonical pathways enriched based on the expression profiles of a dual RNA sequencing in the host and bacterium, and functions of bacterial factors that are modulated during infection. This study thus provides fresh insight into the early C. difficile infection process.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Dual RNA-seq study of the dynamics of coding and non-coding RNA expression during Clostridioides difficile infection in a mouse model
    Kreis, Victor
    Toffano-Nioche, Claire
    Deneve-Larrazet, Cecile
    Marvaud, Jean-Christophe
    Garneau, Julian R.
    Dumont, Florent
    van Dijk, Erwin L.
    Jaszczyszyn, Yan
    Boutserin, Anais
    D'Angelo, Francesca
    Gautheret, Daniel
    Kansau, Imad
    Janoir, Claire
    Soutourina, Olga
    MSYSTEMS, 2024,
  • [2] RNA-seq analysis identifies cytoskeletal structural genes and pathways for meat quality in beef
    Leal-Gutierrez, Joel D.
    Elzo, Mauricio A.
    Carr, Chad
    Mateescu, Raluca G.
    PLOS ONE, 2020, 15 (11):
  • [3] RNA-Seq identifies differentially expressed genes and mutations in oligodendrogliomas
    Klink, B.
    Szafranski, K.
    Valenzuela, J. A. Campos
    Schauer, S.
    Krex, D.
    Gerlach, E. M.
    Hackmann, K.
    Schackert, G.
    Kaderali, L.
    Platzer, M.
    Schrock, E.
    CELLULAR ONCOLOGY, 2012, 35 : S35 - S36
  • [4] Integration of ATAC-Seq and RNA-Seq identifies the key genes in myocardial ischemia
    Yuan, Jing
    Wang, Jun-Meng
    Li, Zhi-Wei
    Zhang, Cheng-Shun
    Cheng, Bin
    Yang, Su-Hao
    Cai, Ding-Jun
    Yu, Shu-Guang
    GENES & DISEASES, 2023, 10 (01) : 62 - 64
  • [5] Single-Cell RNA-Seq Identifies Pathways and Genes Contributing to the Hyperandrogenemia Associated with Polycystic Ovary Syndrome
    Harris, R. Alan
    McAllister, Jan M.
    Strauss III, Jerome F.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (13)
  • [6] Positional RNA-Seq identifies candidate genes for phenotypic engineering of sexual traits
    Arbore, Roberto
    Sekii, Kiyono
    Beisel, Christian
    Ladurner, Peter
    Berezikov, Eugene
    Schaerer, Lukas
    FRONTIERS IN ZOOLOGY, 2015, 12
  • [7] Platelet RNA-Seq Identifies Genes Expressed Differentially After Clopidogrel Treatment
    Prakasa, Kalpana Rao
    Becker, Lewis
    Faraday, Nauder
    Becker, Diane
    Qayyum, Rehan
    BLOOD, 2013, 122 (21)
  • [8] Positional RNA-Seq identifies candidate genes for phenotypic engineering of sexual traits
    Roberto Arbore
    Kiyono Sekii
    Christian Beisel
    Peter Ladurner
    Eugene Berezikov
    Lukas Schärer
    Frontiers in Zoology, 12
  • [9] An Exploratory Data Analysis from Ovine and Bovine RNA-Seq Identifies Pathways and Key Genes Related to Cervical Dilatation
    Goncalves, Joedson Dantas
    Ferraz, Jose Bento Sterman
    Meirelles, Flavio Vieira
    Nociti, Ricardo Perecin
    Oliveira, Maria Emilia Franco
    ANIMALS, 2023, 13 (13):
  • [10] Integration of RNA-seq and ATAC-seq identifies muscle-regulated hub genes in cattle
    Wang, Jianfang
    Li, Bingzhi
    Yang, Xinran
    Liang, Chengcheng
    Raza, Sayed Haidar Abbas
    Pan, Yueting
    Zhang, Ke
    Zan, Linsen
    FRONTIERS IN VETERINARY SCIENCE, 2022, 9