Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability

Circulatory inflammatory proteins play a significant role in anti-Candida host immune defence. However, little is known about the genetic variation that contributes to the variability of inflammatory responses in response to C. albicans. To systematically characterize inflammatory responses in Candi...

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Main Authors: Vasiliki Matzaraki, Kieu T. T. Le, Martin Jaeger, Raúl Aguirre-Gamboa, Melissa D. Johnson, Serena Sanna, Diletta Rosati, Lude Franke, Alexandra Zhernakova, Jingyuan Fu, Sebo Withoff, Iris Jonkers, Yang Li, Leo A. B. Joosten, Mihai G. Netea, Cisca Wijmenga, Vinod Kumar
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2021.662171/full
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author Vasiliki Matzaraki
Vasiliki Matzaraki
Kieu T. T. Le
Martin Jaeger
Raúl Aguirre-Gamboa
Melissa D. Johnson
Serena Sanna
Diletta Rosati
Lude Franke
Alexandra Zhernakova
Jingyuan Fu
Jingyuan Fu
Sebo Withoff
Iris Jonkers
Yang Li
Yang Li
Leo A. B. Joosten
Mihai G. Netea
Mihai G. Netea
Cisca Wijmenga
Cisca Wijmenga
Vinod Kumar
Vinod Kumar
Vinod Kumar
spellingShingle Vasiliki Matzaraki
Vasiliki Matzaraki
Kieu T. T. Le
Martin Jaeger
Raúl Aguirre-Gamboa
Melissa D. Johnson
Serena Sanna
Diletta Rosati
Lude Franke
Alexandra Zhernakova
Jingyuan Fu
Jingyuan Fu
Sebo Withoff
Iris Jonkers
Yang Li
Yang Li
Leo A. B. Joosten
Mihai G. Netea
Mihai G. Netea
Cisca Wijmenga
Cisca Wijmenga
Vinod Kumar
Vinod Kumar
Vinod Kumar
Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
Frontiers in Immunology
inflammatory proteins
protein-QTLs
C. albicans
candidaemia
survival
MMP-1
author_facet Vasiliki Matzaraki
Vasiliki Matzaraki
Kieu T. T. Le
Martin Jaeger
Raúl Aguirre-Gamboa
Melissa D. Johnson
Serena Sanna
Diletta Rosati
Lude Franke
Alexandra Zhernakova
Jingyuan Fu
Jingyuan Fu
Sebo Withoff
Iris Jonkers
Yang Li
Yang Li
Leo A. B. Joosten
Mihai G. Netea
Mihai G. Netea
Cisca Wijmenga
Cisca Wijmenga
Vinod Kumar
Vinod Kumar
Vinod Kumar
author_sort Vasiliki Matzaraki
title Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
title_short Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
title_full Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
title_fullStr Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
title_full_unstemmed Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their Variability
title_sort inflammatory protein profiles in plasma of candidaemia patients and the contribution of host genetics to their variability
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2021-08-01
description Circulatory inflammatory proteins play a significant role in anti-Candida host immune defence. However, little is known about the genetic variation that contributes to the variability of inflammatory responses in response to C. albicans. To systematically characterize inflammatory responses in Candida infection, we profiled 91 circulatory inflammatory proteins in peripheral blood mononuclear cells (PBMCs) stimulated with C. albicans yeast isolated from 378 individuals of European origin from the 500 Functional Genomics (500FG) cohort of the Human Functional Genomics Project (HFGP) and Lifelines Deep cohort. To identify the genetic factors that determine variation in inflammatory protein responses, we correlated genome-wide single nucleotide polymorphism (SNP) genotypes with protein abundance (protein quantitative trait loci, pQTLs) produced by the Candida-stimulated PBMCs. Furthermore, we investigated whether differences in survival of candidaemia patients can be explained by modulating levels of inflammatory proteins. We identified five genome-wide significant pQTLs that modulate IL-8, MCP-2, MMP-1, and CCL3 in response to C. albicans. In addition, our genetic analysis suggested that GADD45G from rs10114707 locus that reached genome-wide significance could be a potential core gene that regulates a cytokine network upon Candida infection. Last but not least, we observed that a trans-pQTL marked from SNP rs7651677 at chromosome 3 that influences urokinase plasminogen activator (uPA) is strongly associated with patient survival (Psurvival = 3.52 x 10-5, OR 3). Overall, our genetic analysis showed that genetic variation determines the abundance of circulatory proteins in response to Candida infection.
topic inflammatory proteins
protein-QTLs
C. albicans
candidaemia
survival
MMP-1
url https://www.frontiersin.org/articles/10.3389/fimmu.2021.662171/full
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spelling doaj-c2e23a5824484d5f80ae1d4bdc5eed212021-08-26T05:22:05ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-08-011210.3389/fimmu.2021.662171662171Inflammatory Protein Profiles in Plasma of Candidaemia Patients and the Contribution of Host Genetics to Their VariabilityVasiliki Matzaraki0Vasiliki Matzaraki1Kieu T. T. Le2Martin Jaeger3Raúl Aguirre-Gamboa4Melissa D. Johnson5Serena Sanna6Diletta Rosati7Lude Franke8Alexandra Zhernakova9Jingyuan Fu10Jingyuan Fu11Sebo Withoff12Iris Jonkers13Yang Li14Yang Li15Leo A. B. Joosten16Mihai G. Netea17Mihai G. Netea18Cisca Wijmenga19Cisca Wijmenga20Vinod Kumar21Vinod Kumar22Vinod Kumar23Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDivision of Infectious Diseases, Duke University Medical Center, Durham, NC, United StatesDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment for Genomics and Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, GermanyDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsDepartment of Immunology, Kristian Gerhard (K.G). Jebsen Coeliac Disease Research Centre, University of Oslo, Oslo, NorwayDepartment of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Genetics, University Medical Center Groningen, University of Groningen, Groningen, NetherlandsNitte University Centre for Science Education and Research (NUCSER), Nitte (Deemed to Be University), Deralakatte, IndiaCirculatory inflammatory proteins play a significant role in anti-Candida host immune defence. However, little is known about the genetic variation that contributes to the variability of inflammatory responses in response to C. albicans. To systematically characterize inflammatory responses in Candida infection, we profiled 91 circulatory inflammatory proteins in peripheral blood mononuclear cells (PBMCs) stimulated with C. albicans yeast isolated from 378 individuals of European origin from the 500 Functional Genomics (500FG) cohort of the Human Functional Genomics Project (HFGP) and Lifelines Deep cohort. To identify the genetic factors that determine variation in inflammatory protein responses, we correlated genome-wide single nucleotide polymorphism (SNP) genotypes with protein abundance (protein quantitative trait loci, pQTLs) produced by the Candida-stimulated PBMCs. Furthermore, we investigated whether differences in survival of candidaemia patients can be explained by modulating levels of inflammatory proteins. We identified five genome-wide significant pQTLs that modulate IL-8, MCP-2, MMP-1, and CCL3 in response to C. albicans. In addition, our genetic analysis suggested that GADD45G from rs10114707 locus that reached genome-wide significance could be a potential core gene that regulates a cytokine network upon Candida infection. Last but not least, we observed that a trans-pQTL marked from SNP rs7651677 at chromosome 3 that influences urokinase plasminogen activator (uPA) is strongly associated with patient survival (Psurvival = 3.52 x 10-5, OR 3). Overall, our genetic analysis showed that genetic variation determines the abundance of circulatory proteins in response to Candida infection.https://www.frontiersin.org/articles/10.3389/fimmu.2021.662171/fullinflammatory proteinsprotein-QTLsC. albicanscandidaemiasurvivalMMP-1