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An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility

Candidaemia is a bloodstream infection caused by Candida species that primarily affects specific groups of at-risk patients. Because only small candidaemia patient cohorts are available, classical genome wide association cannot be used to identify Candida susceptibility genes. Therefore, we have app...

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Autores principales: Matzaraki, Vasiliki, Gresnigt, Mark S., Jaeger, Martin, Ricaño-Ponce, Isis, Johnson, Melissa D., Oosting, Marije, Franke, Lude, Withoff, Sebo, Perfect, John R., Joosten, Leo A. B., Kullberg, Bart Jan, van de Veerdonk, Frank L., Jonkers, Iris, Li, Yang, Wijmenga, Cisca, Netea, Mihai G., Kumar, Vinod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5519064/
https://www.ncbi.nlm.nih.gov/pubmed/28727728
http://dx.doi.org/10.1371/journal.pone.0180824
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author Matzaraki, Vasiliki
Gresnigt, Mark S.
Jaeger, Martin
Ricaño-Ponce, Isis
Johnson, Melissa D.
Oosting, Marije
Franke, Lude
Withoff, Sebo
Perfect, John R.
Joosten, Leo A. B.
Kullberg, Bart Jan
van de Veerdonk, Frank L.
Jonkers, Iris
Li, Yang
Wijmenga, Cisca
Netea, Mihai G.
Kumar, Vinod
author_facet Matzaraki, Vasiliki
Gresnigt, Mark S.
Jaeger, Martin
Ricaño-Ponce, Isis
Johnson, Melissa D.
Oosting, Marije
Franke, Lude
Withoff, Sebo
Perfect, John R.
Joosten, Leo A. B.
Kullberg, Bart Jan
van de Veerdonk, Frank L.
Jonkers, Iris
Li, Yang
Wijmenga, Cisca
Netea, Mihai G.
Kumar, Vinod
author_sort Matzaraki, Vasiliki
collection PubMed
description Candidaemia is a bloodstream infection caused by Candida species that primarily affects specific groups of at-risk patients. Because only small candidaemia patient cohorts are available, classical genome wide association cannot be used to identify Candida susceptibility genes. Therefore, we have applied an integrative genomics approach to identify novel susceptibility genes and pathways for candidaemia. Candida-induced transcriptome changes in human primary leukocytes were assessed by RNA sequencing. Genetic susceptibility to candidaemia was assessed using the Illumina immunochip platform for genotyping of a cohort of 217 patients. We then integrated genetics data with gene-expression profiles, Candida-induced cytokine production capacity, and circulating concentrations of cytokines. Based on the intersection of transcriptome pathways and genomic data, we prioritized 31 candidate genes for candidaemia susceptibility. This group of genes was enriched with genes involved in inflammation, innate immunity, complement, and hemostasis. We then validated the role of MAP3K8 in cytokine regulation in response to Candida stimulation. Here, we present a new framework for the identification of susceptibility genes for infectious diseases that uses an unbiased, hypothesis-free, systems genetics approach. By applying this approach to candidaemia, we identified novel susceptibility genes and pathways for candidaemia, and future studies should assess their potential as therapeutic targets.
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spelling pubmed-55190642017-08-07 An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility Matzaraki, Vasiliki Gresnigt, Mark S. Jaeger, Martin Ricaño-Ponce, Isis Johnson, Melissa D. Oosting, Marije Franke, Lude Withoff, Sebo Perfect, John R. Joosten, Leo A. B. Kullberg, Bart Jan van de Veerdonk, Frank L. Jonkers, Iris Li, Yang Wijmenga, Cisca Netea, Mihai G. Kumar, Vinod PLoS One Research Article Candidaemia is a bloodstream infection caused by Candida species that primarily affects specific groups of at-risk patients. Because only small candidaemia patient cohorts are available, classical genome wide association cannot be used to identify Candida susceptibility genes. Therefore, we have applied an integrative genomics approach to identify novel susceptibility genes and pathways for candidaemia. Candida-induced transcriptome changes in human primary leukocytes were assessed by RNA sequencing. Genetic susceptibility to candidaemia was assessed using the Illumina immunochip platform for genotyping of a cohort of 217 patients. We then integrated genetics data with gene-expression profiles, Candida-induced cytokine production capacity, and circulating concentrations of cytokines. Based on the intersection of transcriptome pathways and genomic data, we prioritized 31 candidate genes for candidaemia susceptibility. This group of genes was enriched with genes involved in inflammation, innate immunity, complement, and hemostasis. We then validated the role of MAP3K8 in cytokine regulation in response to Candida stimulation. Here, we present a new framework for the identification of susceptibility genes for infectious diseases that uses an unbiased, hypothesis-free, systems genetics approach. By applying this approach to candidaemia, we identified novel susceptibility genes and pathways for candidaemia, and future studies should assess their potential as therapeutic targets. Public Library of Science 2017-07-20 /pmc/articles/PMC5519064/ /pubmed/28727728 http://dx.doi.org/10.1371/journal.pone.0180824 Text en © 2017 Matzaraki et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Matzaraki, Vasiliki
Gresnigt, Mark S.
Jaeger, Martin
Ricaño-Ponce, Isis
Johnson, Melissa D.
Oosting, Marije
Franke, Lude
Withoff, Sebo
Perfect, John R.
Joosten, Leo A. B.
Kullberg, Bart Jan
van de Veerdonk, Frank L.
Jonkers, Iris
Li, Yang
Wijmenga, Cisca
Netea, Mihai G.
Kumar, Vinod
An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title_full An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title_fullStr An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title_full_unstemmed An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title_short An integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
title_sort integrative genomics approach identifies novel pathways that influence candidaemia susceptibility
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5519064/
https://www.ncbi.nlm.nih.gov/pubmed/28727728
http://dx.doi.org/10.1371/journal.pone.0180824
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