Exploring Listeria monocytogenes Transcriptomes in Correlation with Divergence of Lineages and Virulence as Measured in Galleria mellonella

被引:15
作者
Lee, Bo-Hyung [1 ,6 ,7 ]
Garmyn, Dominique [2 ]
Gal, Laurent [2 ]
Guerin, Cyprien [3 ]
Guillier, Laurent [4 ]
Rico, Alain [5 ]
Rotter, Bjoern [6 ]
Nicolas, Pierre [3 ]
Piveteau, Pascal [2 ]
机构
[1] Univ Clermont Auvergne, Ecole Doctorale Sci Vie, Sante, Agron,Environm, Clermont Ferrand, France
[2] Univ Bourgogne Franche Comte, INRA, AgroSup Dijon, Agroecol, Dijon, France
[3] Univ Paris Saclay, INRA, Math & Informat Appl Genome Environm, Jouy En Josas, France
[4] French Agcy Food Environm & Occupat Hlth & Safet, Lab Food Safety, Maisons Alfort, France
[5] Thermo Fisher Sci, Villebon Sur Yvette, France
[6] GenXPro GmbH, Frankfurt, Germany
[7] INRA, Virol & Immunol Mol, Jouy En Josas, France
关键词
Galleria mellonella; Listeria monocytogenes; lineage; transcriptomics; virulence; TRUNCATED INTERNALIN-A; ANTIBIOTIC-RESISTANCE; METHICILLIN-RESISTANT; MEDIATED VIRULENCE; READ ALIGNMENT; SIGMA-B; STRAINS; PRFA; IDENTIFICATION; STRATIFICATION;
D O I
10.1128/AEM.01370-19
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
As for many opportunistic pathogens, the virulence potential of Listeria monocytogenes is highly heterogeneous between isolates and correlated, to some extent, with phylogeny and gene repertoires. In sharp contrast with copious data on intraspecies genome diversity, little is known about transcriptome diversity despite the role of complex genetic regulation in pathogenicity. The current study implemented RNA sequencing to characterize the transcriptome profiles of 33 isolates under optimal in vitro growth conditions. Transcript levels of conserved single-copy genes were comprehensively explored from several perspectives, including phylogeny, in silico-predicted virulence category based on epidemiological multilocus sequence typing (MLST) data, and in vivo virulence phenotype assessed in Galleria mellonella. Comparing baseline transcriptomes between isolates was intrinsically more complex than standard genome comparison because of the inherent plasticity of gene expression in response to environmental conditions. We show that the relevance of correlation analyses and their statistical power can be enhanced by using principal-component analysis to remove the first level of irrelevant, highly coordinated changes linked to growth phase. Our results highlight the major contribution of transcription factors with key roles in virulence to the diversity of transcriptomes. Divergence in the basal transcript levels of a substantial fraction of the transcriptome was observed between lineages I and II, echoing previously reported epidemiological differences. Correlation analysis with in vivo virulence identified numerous sugar metabolism-related genes, suggesting that specific pathways might play roles in the onset of infection in G. mellonella. IMPORTANCE Listeria monocytogenes is a multifaceted bacterium able to proliferate in a wide range of environments from soil to mammalian host cells. The accumulated genomic data underscore the contribution of intraspecies variations in gene repertoire to differential adaptation strategies between strains, including infection and stress resistance. It seems very likely that the fine-tuning of the transcriptional regulatory network is also a key component of the phenotypic diversity, albeit more difficult to investigate than genome content. Some studies reported incongruity in the basal transcriptome between isolates, suggesting a putative relationship with phenotypes, but small isolate numbers hampered proper correlation analyses with respect to their characteristics. The present study is the embodiment of the promising approach that consists of analyzing correlations between transcriptomes and various isolate characteristics. Statistically significant correlations were found with phylogenetic groups, epidemiological evidence of virulence potential, and virulence in Ga!feria melionella larvae used as an in vivo model.
引用
收藏
页数:25
相关论文
共 85 条
[1]   Mutational analysis of glucose transport regulation and glucose-mediated virulence gene repression in Listeria monocytogenes [J].
Ake, Francine M. D. ;
Joyet, Philippe ;
Deutscher, Josef ;
Milohanic, Eliane .
MOLECULAR MICROBIOLOGY, 2011, 81 (01) :274-293
[2]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[3]   Identification of the agr locus of Listeria monocytogenes:: Role in bacterial virulence [J].
Autret, N ;
Raynaud, C ;
Dubail, I ;
Berche, P ;
Charbit, A .
INFECTION AND IMMUNITY, 2003, 71 (08) :4463-4471
[4]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[5]   Comparison of Widely Used Listeria monocytogenes Strains EGD, 10403S, and EGD-e Highlights Genomic Differences Underlying Variations in Pathogenicity [J].
Becavin, Christophe ;
Bouchier, Christiane ;
Lechat, Pierre ;
Archambaud, Cristel ;
Creno, Sophie ;
Gouin, Edith ;
Wu, Zongfu ;
Kuehbacher, Andreas ;
Brisse, Sylvain ;
Graciela Pucciarelli, M. ;
Garcia-del Portillo, Francisco ;
Hain, Torsten ;
Portnoy, Daniel A. ;
Chakraborty, Trinad ;
Lecuit, Marc ;
Pizarro-Cerda, Javier ;
Moszer, Ivan ;
Bierne, Helene ;
Cossart, Pascale .
MBIO, 2014, 5 (02)
[6]   Antimicrobial Resistance and Virulence: a Successful or Deleterious Association in the Bacterial World? [J].
Beceiro, Alejandro ;
Tomas, Maria ;
Bou, German .
CLINICAL MICROBIOLOGY REVIEWS, 2013, 26 (02) :185-230
[7]   Characterization of relA and codY mutants of Listeria monocytogenes:: identification of the CodY regulon and its role in virulence [J].
Bennett, Hayley J. ;
Pearce, David M. ;
Glenn, Sarah ;
Taylor, Clare M. ;
Kuhn, Michael ;
Sonenshein, Abraham L. ;
Andrew, Peter W. ;
Roberts, Ian S. .
MOLECULAR MICROBIOLOGY, 2007, 63 (05) :1453-1467
[8]   Differences in the transcriptome signatures of two genetically related Entamoeba histolytica cell lines derived from the same isolate with different pathogenic properties [J].
Biller, Laura ;
Davis, Paul H. ;
Tillack, Manuela ;
Matthiesen, Jenny ;
Lotter, Hannelore ;
Stanley, Samuel L., Jr. ;
Tannich, Egbert ;
Bruchhaus, Iris .
BMC GENOMICS, 2010, 11
[9]   A review of Listeria monocytogenes: An update on outbreaks, virulence, dose-response, ecology, and risk assessments [J].
Buchanan, Robert L. ;
Gorris, Leon G. M. ;
Hayman, Melinda M. ;
Jackson, Timothy C. ;
Whiting, Richard C. .
FOOD CONTROL, 2017, 75 :1-13
[10]   BLAST plus : architecture and applications [J].
Camacho, Christiam ;
Coulouris, George ;
Avagyan, Vahram ;
Ma, Ning ;
Papadopoulos, Jason ;
Bealer, Kevin ;
Madden, Thomas L. .
BMC BIOINFORMATICS, 2009, 10