Functional genomics identifies type I interferon pathway as central for host defense against Candida albicans
Open accessAbstract
Candida albicans is the most common human fungal pathogen causing mucosal and systemic infections. However, human antifungal immunity remains poorly defined. Here by integrating transcriptional analysis and functional genomics, we identified Candida-specific host defence mechanisms in humans. Candida induced significant expression of genes from the type I interferon pathway in human peripheral blood mononuclear cells. This unexpectedly prominent role of type I interferon pathway in anti-Candida host defence was supported by additional evidence. Polymorphisms in type I interferon genes modulated Candida-induced cytokine production and were correlated with susceptibility to systemic candidiasis. In in vitro experiments, type I interferons skewed Candida-induced inflammation from a Th17 response towards a Th1 response. Patients with chronic mucocutaneous candidiasis displayed defective expression of genes in the type I interferon pathway. These findings indicate that the type I interferon pathway is a main signature of Candida-induced inflammation and has a crucial role in anti-Candida host defence in humans.
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The TII response is also induced by bacterial, parasitic, and fungal infections.
“this response is also induced by bacterial, parasitic (43), and fungal infections (30, 44 – 48).”
From Overlooked <i>Candida glabrata</i> petites are echinocandin tolerant, induce host inflammatory responses, and display poor <i>in vivo</i> fitness (2023) · cites this paper as [47]
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Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
PLINK: a tool set for whole-genome association and population-based linkage analyses.
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A. R., Bender, D., Maller, J., Sklar, P., de Bakker, P. I. W., Daly, M. J., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/519795 · Cited by 34,089 · see citing works
Data Mining: Practical Machine Learning Tools and Techniques
Witten, I. H., Frank, E., & Hall, M. A. (2011) · Elsevier eBooks · doi:10.1016/c2009-0-19715-5 · Cited by 25,493 · see citing works
Haploview: analysis and visualization of LD and haplotype maps
Barrett, J., Fry, B., Maller, J., & Daly, M. (2005) · Bioinform. · doi:10.1093/bioinformatics/bth457 · Cited by 15,086 · see citing works
Smyth, G. K. (2004) · Statistical Applications in Genetics and Molecular Biology · doi:10.2202/1544-6115.1027 · Cited by 11,829 · see citing works
TopHat: discovering splice junctions with RNA-Seq
Trapnell, C., Pachter, L. S., & Salzberg, S. L. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp120 · Cited by 11,477 · see citing works
Wisplinghoff, H., Bischoff, T., Tallent, S. M., Seifert, H., Wenzel, R. P., & Edmond, M. B. (2004) · Clinical Infectious Diseases · doi:10.1086/421946 · Cited by 4,496 · see citing works
Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
Dudoit, S., Fridlyand, J., & Speed, T. P. (2002) · Journal of the American Statistical Association · doi:10.1198/016214502753479248 · Cited by 2,673 · see citing works
An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis
Berry, M. P. R., Graham, C. M., McNab, F. W., Xu, Z., Bloch, S. A. A., Oni, T., Wilkinson, K. A., Banchereau, R., Skinner, J., Wilkinson, R. J., et al. (2010) · Nature · doi:10.1038/nature09247 · Cited by 1,898 · see citing works
Sobel, J. D. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60917-9 · Cited by 1,270 · see citing works
Modelling glandular epithelial cancers in three-dimensional cultures
Debnath, J., & Brugge, J. S. (2005) · Nature reviews. Cancer · doi:10.1038/nrc1695 · Cited by 1,014 · see citing works
Identification of novel transcripts in annotated genomes using RNA-Seq
Roberts, A., Pimentel, H., Trapnell, C., & Pachter, L. S. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr355 · Cited by 963 · see citing works
An integrated model of the recognition of Candida albicans by the innate immune system
Netea, M. G., Brown, G. D., Kullberg, B. J., & Gow, N. A. R. (2008) · Nature Reviews Microbiology · doi:10.1038/nrmicro1815 · Cited by 946 · see citing works
Self-citationTrynka, G., PreventCD Study Group, Hunt, K. A., Bockett, N. A., Romanos, J., Mistry, V., Szperl, A., Bakker, S. F., Bardella, M. T., Bhaw, L., et al. (2011) · Nature Genetics · doi:10.1038/ng.998 · Cited by 825 · see citing works
Self-citationLiu, L., Okada, S., Kong, X., Kreins, A. Y., Cypowyj, S., Abhyankar, A., Toubiana, J., Itan, Y., Audry, M., Nitschké, P., et al. (2011) · The Journal of Experimental Medicine · doi:10.1084/jem.20110958 · Cited by 799 · see citing works
Netea, M. G. (2006) · Journal of Clinical Investigation · doi:10.1172/jci27114 · Cited by 754 · see citing works
Self-citationWisplinghoff, H., Seifert, H., Wenzel, R. P., & Edmond, M. B. (2003) · Clinical Infectious Diseases · doi:10.1086/374339 · Cited by 687 · see citing works
STAT1 Mutations in Autosomal Dominant Chronic Mucocutaneous Candidiasis
van de Veerdonk, F. L., Plantinga, T. S., Hoischen, A., Smeekens, S. P., Joosten, L. A. B., Gilissen, C., Arts, P., Rosentul, D. C., Carmichael, A., der Graaf, C. A. A. S.-V., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1100102 · Cited by 665 · see citing works
Self-citationLi, T., Zhang, C., & Ogihara, M. (2004) · Bioinformatics · doi:10.1093/bioinformatics/bth267 · Cited by 648 · see citing works
Leroy, O., Gangneux, J., Montravers, P., Mira, J. P., Gouin, F., Sollet, J.-P., Carlet, J. M., Reynes, J., Rosenheim, M., Regnier, B., et al. (2009) · Critical Care Medicine · doi:10.1097/ccm.0b013e31819efac0 · Cited by 536 · see citing works
Interaction of<i>Candida albicans</i>with Human Leukocytes and Serum
Lehrer, R. I., & Cline, M. J. (1969) · Journal of Bacteriology · doi:10.1128/jb.98.3.996-1004.1969 · Cited by 531 · see citing works
The Yin and Yang of type I interferon activity in bacterial infection
Decker, T., Müller, M. M., & Stockinger, S. (2005) · Nature reviews. Immunology · doi:10.1038/nri1684 · Cited by 468 · see citing works
Witten, I. H., Frank, E., & Hall, M. A. (2011) · Elsevier eBooks · doi:10.1016/b978-0-12-374856-0.00001-8 · Cited by 423 · see citing works
Wisplinghoff, H., Seifert, H., Tallent, S. M., Bischoff, T., Wenzel, R. P., & Edmond, M. B. (2003) · The Pediatric Infectious Disease Journal · doi:10.1097/01.inf.0000078159.53132.40 · Cited by 350 · see citing works
Henry, T., Brotcke, A., Weiss, D. S., Thompson, L. J., & Monack, D. M. (2007) · The Journal of Experimental Medicine · doi:10.1084/jem.20062665 · Cited by 323 · see citing works
Candida tropicalis: A Major Pathogen in Immunocompromised Patients
Wingard, J. R., MERZ, W. G., & SARAL, R. (1979) · Annals of Internal Medicine · doi:10.7326/0003-4819-91-4-539 · Cited by 297 · see citing works
Pandey, A. K., Yang, Y., Jiang, Z., Fortune, S. M., Coulombe, F., Behr, M. A., Fitzgerald, K. A., Sassetti, C. M., & Kelliher, M. A. (2009) · PLoS Pathogens · doi:10.1371/journal.ppat.1000500 · Cited by 292 · see citing works
Mavor, A., Thewes, S., & Hube, B. (2005) · Current Drug Targets · doi:10.2174/138945005774912735 · Cited by 252 · see citing works
Novikov, A., Cardone, M., Thompson, R. W., Shenderov, K., Kirschman, K. D., Mayer-Barber, K. D., Myers, T. G., Rabin, R. L., Trinchieri, G., Sher, A., et al. (2011) · The Journal of Immunology · doi:10.4049/jimmunol.1100926 · Cited by 238 · see citing works
Intralesional Immunotherapy of Warts With Mumps, Candida, and Trichophyton Skin Test Antigens
Horn, T. D., Johnson, S. M., Helm, R. M., & Roberson, P. K. (2005) · Archives of Dermatology · doi:10.1001/archderm.141.5.589 · Cited by 193 · see citing works
Pathogenesis and Epidemiology of Vulvovaginal Candidiasis
Sobel, J. D. (1988) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1988.tb40450.x · Cited by 177 · see citing works
Production of Type I IFN Sensitizes Macrophages to Cell Death Induced by Listeria monocytogenes
Stockinger, S., Materna, T., Stoiber, D., Bayr, L., Steinborn, R., Kolbe, T., Unger, H., Chakraborty, T., Levy, D. E., Müller, M. M., et al. (2002) · The Journal of Immunology · doi:10.4049/jimmunol.169.11.6522 · Cited by 155 · see citing works
Toll-like Receptor 1 Polymorphisms Increase Susceptibility to Candidemia
Plantinga, T. S., Johnson, M. D., Scott, W. K., van de Vosse, E., Edwards, D. R. V., Smith, P. B., Alexander, B. D., Yang, J. C., Kremer, D., Laird, G. M., et al. (2012) · The Journal of Infectious Diseases · doi:10.1093/infdis/jir867 · Cited by 140 · see citing works
Self-citationSol, V. V., Punzón, C., & Fresno, M. (2008) · The Journal of Immunology · doi:10.4049/jimmunol.181.7.4461 · Cited by 138 · see citing works
Inborn errors of anti-viral interferon immunity in humans
Sancho‐Shimizu, V., de Diego, R. P., Jouanguy, E., Zhang, S., & Casanova, J. (2011) · Current Opinion in Virology · doi:10.1016/j.coviro.2011.10.016 · Cited by 122 · see citing works
Bourgeois, C., Majer, O., Frohner, I. E., Lesiak-Markowicz, I., Hildering, K.-S., Glaser, W., Stockinger, S., Decker, T., Akira, S., Müller, M., et al. (2011) · The Journal of Immunology · doi:10.4049/jimmunol.1002599 · Cited by 116 · see citing works
Smeekens, S. P., Plantinga, T. S., van de Veerdonk, F. L., Heinhuis, B., Hoischen, A., Joosten, L. A. B., Arkwright, P. D., Gennery, A. R., Kullberg, B. J., Veltman, J. A., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0029248 · Cited by 115 · see citing works
Self-citationRecognition of yeast nucleic acids triggers a host‐protective type I interferon response
Biondo, C., Signorino, G., Costa, A., Midiri, A., Gerace, E., Galbo, R., Bellantoni, A., Malara, A., Beninati, C., Teti, G., et al. (2011) · European Journal of Immunology · doi:10.1002/eji.201141490 · Cited by 93 · see citing works
Moran, C., Grussemeyer, C. A., Spalding, J. R., Benjamin, D. K., & Reed, S. D. (2010) · American Journal of Infection Control · doi:10.1016/j.ajic.2009.06.014 · Cited by 91 · see citing works
Cytokine Gene Polymorphisms and the Outcome of Invasive Candidiasis: A Prospective Cohort Study
Johnson, M. D., Plantinga, T. S., van de Vosse, E., Edwards, D. R. V., Smith, P. B., Alexander, B. D., Yang, J. C., Kremer, D., Laird, G. M., Oosting, M., et al. (2011) · Clinical Infectious Diseases · doi:10.1093/cid/cir827 · Cited by 91 · see citing works
Self-citationGenetic Variation in the Dectin-1/CARD9 Recognition Pathway and Susceptibility to Candidemia
Rosentul, D. C., Plantinga, T. S., Oosting, M., Scott, W. K., Edwards, D. R. V., Smith, P. B., Alexander, B. D., Yang, J. C., Laird, G. M., Joosten, L. A. B., et al. (2011) · The Journal of Infectious Diseases · doi:10.1093/infdis/jir458 · Cited by 88 · see citing works
Self-citationWay, S. S., Havenar‐Daughton, C., Kolumam, G. A., et al. (2007) · The Journal of Immunology · doi:10.4049/jimmunol.178.7.4498 · Cited by 87 · see citing works
TLR1/TLR2 Heterodimers Play an Important Role in the Recognition of Borrelia Spirochetes
Oosting, M., ter Hofstede, H. J. M., Sturm, P., Adema, G. J., Kullberg, B. J., van der Meer, J. W. M., Netea, M. G., & Joosten, L. A. B. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025998 · Cited by 69 · see citing works
Self-citationInterferon-alpha controls IL-17 expression in vitro and in vivo
Moschen, A. R., Geiger, S., Krehan, I., Kaser, A., & Tilg, H. (2008) · Immunobiology · doi:10.1016/j.imbio.2008.07.022 · Cited by 67 · see citing works
Systemic responses during local viral infections: type I IFNs sound the alarm
López, C. B., & Hermesh, T. (2011) · Current Opinion in Immunology · doi:10.1016/j.coi.2011.06.003 · Cited by 31 · see citing works
Comparing therapy costs for physician treatment of warts.
Clemons, R. J., Clemons-Miller, A., Johnson, S. M., et al. (2003) · PubMed · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [40]Huang Z 1997 SIGMOD Workshop on Research Issues on Data Mining and Knowledge DiscoveryTucson AZ, USA
- [41]Xing EP Jordan MJ Karp RM Brodley CE Danyluk AP Eighteenth International Conference on Machine Learning 2001 601 608 Morgan Kaufmann Williamstown, MA, USA
- [43]Langley P Iba W Thompson K Swartout WR Tenth National Conference on Artificial Intelligence 1992 223 228 The MIT Press San Jose, CA, USA
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Pappas, P. G., Lionakis, M. S., Arendrup, M. C., Ostrosky-Zeichner, L., & Kullberg, B. J. (2018) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2018.26 · Cited by 1,636 · see citing works
Self-citationThe immune system’s role in sepsis progression, resolution, and long-term outcome
Delano, M. J., & Ward, P. A. (2016) · Immunological Reviews · doi:10.1111/imr.12499 · Cited by 880 · see citing works
Immune defence against Candida fungal infections
Netea, M. G., Joosten, L. A. B., van der Meer, J. W. M., Kullberg, B.-J., & van de Veerdonk, F. L. (2015) · Nature Reviews Immunology · doi:10.1038/nri3897 · Cited by 642 · see citing works
Self-citationBroad defects in the energy metabolism of leukocytes underlie immunoparalysis in sepsis
Cheng, S.-C., Scicluna, B. P., Arts, R. J. W., Gresnigt, M. S., Lachmandas, E., Giamarellos-Bourboulis, E. J., Kox, M., Manjeri, G. R., Wagenaars, J. A. L., Cremer, O. L., et al. (2016) · Nature Immunology · doi:10.1038/ni.3398 · Cited by 637 · see citing works
The MHC locus and genetic susceptibility to autoimmune and infectious diseases
Matzaraki, V., Kumar, V., Wijmenga, C., & Zhernakova, A. (2017) · Genome biology · doi:10.1186/s13059-017-1207-1 · Cited by 566 · see citing works
Self-citationC-type lectins in immunity: recent developments
Dambuza, I. M., & Brown, G. D. (2015) · Current Opinion in Immunology · doi:10.1016/j.coi.2014.12.002 · Cited by 482 · see citing works
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Li, Y., Oosting, M., Smeekens, S. P., Jaeger, M., Aguirre-Gamboa, R., Le, K. T. T., Deelen, P., Ricaño-Ponce, I., Schoffelen, T., Jansen, A. F. M., et al. (2016) · Cell · doi:10.1016/j.cell.2016.10.017 · Cited by 324 · see citing works
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Bouquet, J., Soloski, M. J., Swei, A., Cheadle, C., Federman, S., Billaud, J.-N., Rebman, A. W., Kabre, B., Halpert, R., Boorgula, M., et al. (2016) · mBio · doi:10.1128/mbio.00100-16 · Cited by 101 · see citing works
Pekmezovic, M., Hovhannisyan, H., Gresnigt, M. S., Iracane, E., Oliveira-Pacheco, J., Siscar-Lewin, S., Seemann, E., Qualmann, B., Kalkreuter, T., Müller, S., et al. (2021) · Nature Microbiology · doi:10.1038/s41564-021-00875-2 · Cited by 96 · see citing works
Self-citationMuñoz, J. F., Delorey, T., Ford, C. B., Li, B. Y., Thompson, D. A., Rao, R. P., & Cuomo, C. A. (2019) · Nature Communications · doi:10.1038/s41467-019-09599-8 · Cited by 89 · see citing works
Riera, F. O., Caeiro, J. P., Angiolini, S. C., Vigezzi, C., Rodriguez, E., Icely, P. A., & Sotomayor, C. E. (2022) · Antibiotics · doi:10.3390/antibiotics11070877 · Cited by 65 · see citing works
Rupp, C., Bode, K. A., Chahoud, F., Wannhoff, A., Friedrich, K., Weiss, K.-H., Sauer, P., Stremmel, W., & Gotthardt, D. N. (2014) · BMC Infectious Diseases · doi:10.1186/s12879-014-0562-8 · Cited by 38 · see citing works
Arastehfar, A., Daneshnia, F., Hovhannisyan, H., Fuentes, D., Cabrera, N., Quinteros, C., Ilkit, M., Ünal, N., Hilmioğlu-Polat, S., Jabeen, K., et al. (2023) · mBio · doi:10.1128/mbio.01180-23 · Cited by 27 · see citing works
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- Authors
- Smeekens, S. P., Ng, A., Kumar, V., Johnson, M. D., Plantinga, T. S., van Diemen, C., Arts, P., Verwiel, E. T. P., Gresnigt, M. S., Fransen, K., van Sommeren, S., Oosting, M., Cheng, S.-C., Joosten, L. A. B., Hoischen, A., Kullberg, B.-J., Scott, W. K., Perfect, J. R., van der Meer, J. W. M., Wijmenga, C., Netea, M. G., & Xavier, R. J.
- Affiliations
- Radboud University Medical Center (NL)
- Broad Institute (US)
- University Medical Center Groningen (NL)
- Campbell University (US)
- Radboud University Nijmegen (NL)
- University of Miami (US)
- Corresponding author
- Netea, Mihai G.
- ORCID
- Venue
- Nature Communications
- Published
- 2013-01-08
- Volume
- 4
- Issue
- 1
- Pages
- 1342-1342
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC3625375
- OpenAlex
- W2083051190
- Cited by
- 213
- References
- 46
- Citations by year
- 2026: 9 · 2025: 9 · 2024: 15 · 2023: 10 · 2022: 19 · 2021: 14 · 2020: 16 · 2019: 7 · 2018: 15 · 2017: 20 · 2016: 21 · 2015: 10 · 2014: 39 · 2013: 7 · 2012: 1
- FWCI
- 18.72
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature Communications (publishedVersion)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion, other-oa)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by)
- Funders
- Leona M. and Harry B. Helmsley Charitable Trust (DK043351)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (918.66.620)
- National Institutes of Health (DK 043351)
- National Institute of Allergy and Infectious Diseases (AI 062773, R01AI062773)
- National Institute of Diabetes and Digestive and Kidney Diseases ((DK043351, R01DK083756, DK 83756, R01DK064869, P30DK043351)
- FP7 Ideas: European Research Council (310372)
- Topics
- Health Sciences › Medicine › Infectious Diseases › Antifungal resistance and susceptibility
- Life Sciences › Immunology and Microbiology › Immunology › interferon and immune responses
- Life Sciences › Immunology and Microbiology › Immunology › Immunodeficiency and Autoimmune Disorders
- Keywords
- Candida albicans, type I interferon pathway, antifungal immunity, host defense against fungi, systemic candidiasis, chronic mucocutaneous candidiasis, peripheral blood mononuclear cells, cytokine production, Th17 response, Th1 response, genetic polymorphism, inflammation
- MeSH terms
- Candida albicans, Candidiasis, Chronic Mucocutaneous, Gene Expression Regulation, Humans, Interferon Type I, Mutation, Transcription, Genetic, Signal Transduction, Cluster Analysis, Case-Control Studies, Th1 Cells, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Genomics, STAT1 Transcription Factor, Host-Pathogen Interactions, Candidemia, Th17 Cells
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