A Comprehensive Analysis of Gene Expression Changes Provoked by Bacterial and Fungal Infection in C. elegans

While Caenorhabditis elegans specifically responds to infection by the up-regulation of certain genes, distinct pathogens trigger the expression of a common set of genes. We applied new methods to conduct a comprehensive and comparative study of the transcriptional response of C. elegans to bacterial and fungal infection. Using tiling arrays and/or RNA-sequencing, we have characterized the genome-wide transcriptional changes that underlie the host's response to infection by three bacterial (Serratia marcescens, Enterococcus faecalis and otorhabdus luminescens) and two fungal pathogens (Drechmeria coniospora and Harposporium sp.). We developed a flexible tool, the WormBase Converter (available at http://wormbasemanager.sourceforge.net/), to allow cross-study comparisons. The new data sets provided more extensive lists of differentially regulated genes than previous studies. Annotation analysis confirmed that genes commonly up-regulated by bacterial infections are related to stress responses. We found substantial overlaps between the genes regulated upon intestinal infection by the bacterial pathogens and Harposporium, and between those regulated by Harposporium and D. coniospora, which infects the epidermis. Among the fungus-regulated genes, there was a significant bias towards genes that are evolving rapidly and potentially encode small proteins. The results obtained using new methods reveal that the response to infection in C. elegans is determined by the nature of the pathogen, the site of infection and the physiological imbalance provoked by infection. They form the basis for future functional dissection of innate immune signaling. Finally, we also propose alternative methods to identify differentially regulated genes that take into account the greater variability in lowly expressed genes.

[1]  N. Pujol,et al.  Antifungal innate immunity in C. elegans: PKCdelta links G protein signaling and a conserved p38 MAPK cascade. , 2009, Cell host & microbe.

[2]  B. Williams,et al.  Mapping and quantifying mammalian transcriptomes by RNA-Seq , 2008, Nature Methods.

[3]  Kimberly Van Auken,et al.  WormBase: a comprehensive resource for nematode research , 2009, Nucleic Acids Res..

[4]  Frederick M. Ausubel,et al.  Distinct Pathogenesis and Host Responses during Infection of C. elegans by P. aeruginosa and S. aureus , 2010, PLoS pathogens.

[5]  G. Patterson,et al.  Regulation of signaling genes by TGFβ during entry into dauer diapause in C. elegans , 2004, BMC Developmental Biology.

[6]  M. Ronen,et al.  A conserved role for a GATA transcription factor in regulating epithelial innate immune responses , 2006, Proceedings of the National Academy of Sciences.

[7]  T. Aizawa,et al.  abf-1 and abf-2, ASABF-type antimicrobial peptide genes in Caenorhabditis elegans. , 2002, The Biochemical journal.

[8]  Monica C. Sleumer,et al.  Caenorhabditis elegans cisRED: a catalogue of conserved genomic elements , 2009, Nucleic acids research.

[9]  Y. Kohara,et al.  TLR-independent control of innate immunity in Caenorhabditis elegans by the TIR domain adaptor protein TIR-1, an ortholog of human SARM , 2004, Nature Immunology.

[10]  P. Green,et al.  Massively parallel sequencing of the polyadenylated transcriptome of C. elegans. , 2009, Genome research.

[11]  Trupti Kawli,et al.  Pseudomonas aeruginosa Suppresses Host Immunity by Activating the DAF-2 Insulin-Like Signaling Pathway in Caenorhabditis elegans , 2008, PLoS pathogens.

[12]  Rajesh Ranganathan,et al.  C. elegans Locomotory Rate Is Modulated by the Environment through a Dopaminergic Pathway and by Experience through a Serotonergic Pathway , 2000, Neuron.

[13]  N. Pujol,et al.  Innate immunity in C. elegans. , 2010, Advances in experimental medicine and biology.

[14]  C. Rubin,et al.  Protein kinase D is an essential regulator of C. elegans innate immunity. , 2009, Immunity.

[15]  D. Werck-Reichhart,et al.  Cytochromes P450: a success story , 2000, Genome Biology.

[16]  Windy A. Boyd,et al.  Identification of innate immunity genes and pathways using a comparative genomics approach , 2008, Proceedings of the National Academy of Sciences.

[17]  Richard Mott,et al.  Genomic clusters, putative pathogen recognition molecules, and antimicrobial genes are induced by infection of C. elegans with M. nematophilum. , 2006, Genome research.

[18]  O. Zugasti,et al.  Neuroimmune regulation of antimicrobial peptide expression by a noncanonical TGF-β signaling pathway in Caenorhabditis elegans epidermis , 2009, Nature Immunology.

[19]  Valerie Reinke,et al.  p38 MAPK Regulates Expression of Immune Response Genes and Contributes to Longevity in C. elegans , 2006, PLoS genetics.

[20]  Douglas A. Hosack,et al.  Identifying biological themes within lists of genes with EASE , 2003, Genome Biology.

[21]  M. Gerstein,et al.  Comparison and calibration of transcriptome data from RNA-Seq and tiling arrays , 2010, BMC Genomics.

[22]  Nektarios Tavernarakis,et al.  Genome-wide investigation reveals pathogen-specific and shared signatures in the response of Caenorhabditis elegans to infection , 2007, Genome Biology.

[23]  Min Han,et al.  The fatty acid synthase fasn-1 acts upstream of WNK and Ste20/GCK-VI kinases to modulate antimicrobial peptide expression in C. elegans epidermis , 2010, Virulence.

[24]  Dennis H Kim,et al.  Studying host-pathogen interactions and innate immunity in Caenorhabditis elegans , 2008, Disease Models & Mechanisms.

[25]  M. Tan,et al.  The DAF‐2 insulin‐like signaling pathway independently regulates aging and immunity in C. elegans , 2008, Aging cell.

[26]  Cori Bargmann,et al.  Detection and avoidance of a natural product from the pathogenic bacterium Serratia marcescens by Caenorhabditis elegans , 2007, Proceedings of the National Academy of Sciences.

[27]  M. Veenhuis,et al.  ULTRASTRUCTURAL-STUDY OF ADHESION AND INITIAL-STAGES OF INFECTION OF NEMATODES BY CONIDIA OF DRECHMERIA-CONIOSPORA , 1990 .

[28]  S. Granjeaud,et al.  Inducible Antibacterial Defense System in C. elegans , 2002, Current Biology.

[29]  J. Hodgkin,et al.  The ERK MAP Kinase Cascade Mediates Tail Swelling and a Protective Response to Rectal Infection in C. elegans , 2004, Current Biology.

[30]  Stuart K. Kim,et al.  Chromosomal clustering and GATA transcriptional regulation of intestine-expressed genes in C. elegans , 2005, Development.

[31]  Mona Singh,et al.  Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays , 2009, BMC Genomics.

[32]  O. Zugasti,et al.  Anti-Fungal Innate Immunity in C. elegans Is Enhanced by Evolutionary Diversification of Antimicrobial Peptides , 2008, PLoS pathogens.

[33]  C. Kurz,et al.  Infection in a dish: high-throughput analyses of bacterial pathogenesis. , 2007, Current opinion in microbiology.

[34]  G. Ruvkun,et al.  daf-28 encodes a C. elegans insulin superfamily member that is regulated by environmental cues and acts in the DAF-2 signaling pathway. , 2003, Genes & development.

[35]  Frederick M. Ausubel,et al.  bZIP transcription factor zip-2 mediates an early response to Pseudomonas aeruginosa infection in Caenorhabditis elegans , 2010, Proceedings of the National Academy of Sciences.

[36]  Cori Bargmann,et al.  A Toll-interleukin 1 repeat protein at the synapse specifies asymmetric odorant receptor expression via ASK1 MAPKKK signaling. , 2005, Genes & development.

[37]  Andrew D. Chisholm,et al.  Distinct Innate Immune Responses to Infection and Wounding in the C. elegans Epidermis , 2008, Current Biology.

[38]  James H. Thomas Concerted Evolution of Two Novel Protein Families in Caenorhabditis Species , 2006, Genetics.

[39]  E. Mylonakis,et al.  Worms and Flies as Genetically Tractable Animal Models To Study Host-Pathogen Interactions , 2005, Infection and Immunity.

[40]  M. Stephens,et al.  RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays. , 2008, Genome research.

[41]  Erich Bornberg-Bauer,et al.  Specificity of the innate immune system and diversity of C-type lectin domain (CTLD) proteins in the nematode Caenorhabditis elegans. , 2008, Immunobiology.

[42]  M. Tan,et al.  Regulation of aging and innate immunity in C. elegans , 2004, Aging cell.

[43]  Trupti Kawli,et al.  Neuroendocrine signals modulate the innate immunity of Caenorhabditis elegans through insulin signaling , 2008, Nature Immunology.

[44]  Matthew D. Young,et al.  From RNA-seq reads to differential expression results , 2010, Genome Biology.

[45]  Kimberly Van Auken,et al.  WormBase: better software, richer content , 2005, Nucleic Acids Res..

[46]  Graziano Pesole,et al.  Genome sequence of the metazoan plant-parasitic nematode Meloidogyne incognita , 2008, Nature Biotechnology.

[47]  F. Ausubel,et al.  Microsporidia Are Natural Intracellular Parasites of the Nematode Caenorhabditis elegans , 2008, PLoS biology.

[48]  J. Hodgkin,et al.  Signal transduction pathways that function in both development and innate immunity , 2010, Developmental dynamics : an official publication of the American Association of Anatomists.

[49]  Frederick M. Ausubel,et al.  Evolution of host innate defence: insights from Caenorhabditis elegans and primitive invertebrates , 2010, Nature Reviews Immunology.

[50]  Creg Darby,et al.  Caenorhabditis elegans BAH-1 Is a DUF23 Protein Expressed in Seam Cells and Required for Microbial Biofilm Binding to the Cuticle , 2009, PloS one.