Network Modeling Reveals Cross Talk of MAP Kinases during Adaptation to Caspofungin Stress in Aspergillus fumigatus

Mitogen activated protein kinases (MAPKs) are highly conserved in eukaryotic organisms. In pathogenic fungi, their activities were assigned to different physiological functions including drug adaptation and resistance. Aspergillus fumigatus is a human pathogenic fungus, which causes life-threatening...

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Published in:PloS one Vol. 10; no. 9; p. e0136932
Main Authors: Altwasser, Robert, Baldin, Clara, Weber, Jakob, Guthke, Reinhard, Kniemeyer, Olaf, Brakhage, Axel A, Linde, Jörg, Valiante, Vito
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Language:English
Published: United States Public Library of Science 10-09-2015
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Abstract Mitogen activated protein kinases (MAPKs) are highly conserved in eukaryotic organisms. In pathogenic fungi, their activities were assigned to different physiological functions including drug adaptation and resistance. Aspergillus fumigatus is a human pathogenic fungus, which causes life-threatening invasive infections. Therapeutic options against invasive mycoses are still limited. One of the clinically used drugs is caspofungin, which specifically targets the fungal cell wall biosynthesis. A systems biology approach, based on comprehensive transcriptome data sets and mathematical modeling, was employed to infer a regulatory network and identify key interactions during adaptation to caspofungin stress in A. fumigatus. Mathematical modeling and experimental validations confirmed an intimate cross talk occurring between the cell wall-integrity and the high osmolarity-glycerol signaling pathways. Specifically, increased concentrations of caspofungin promoted activation of these signalings. Moreover, caspofungin affected the intracellular transport, which caused an additional osmotic stress that is independent of glucan inhibition. High concentrations of caspofungin reduced this osmotic stress, and thus decreased its toxic activity. Our results demonstrated that MAPK signaling pathways play a key role during caspofungin adaptation and are contributing to the paradoxical effect exerted by this drug.
AbstractList Mitogen activated protein kinases (MAPKs) are highly conserved in eukaryotic organisms. In pathogenic fungi, their activities were assigned to different physiological functions including drug adaptation and resistance. Aspergillus fumigatus is a human pathogenic fungus, which causes life-threatening invasive infections. Therapeutic options against invasive mycoses are still limited. One of the clinically used drugs is caspofungin, which specifically targets the fungal cell wall biosynthesis. A systems biology approach, based on comprehensive transcriptome data sets and mathematical modeling, was employed to infer a regulatory network and identify key interactions during adaptation to caspofungin stress in A. fumigatus. Mathematical modeling and experimental validations confirmed an intimate cross talk occurring between the cell wall-integrity and the high osmolarity-glycerol signaling pathways. Specifically, increased concentrations of caspofungin promoted activation of these signalings. Moreover, caspofungin affected the intracellular transport, which caused an additional osmotic stress that is independent of glucan inhibition. High concentrations of caspofungin reduced this osmotic stress, and thus decreased its toxic activity. Our results demonstrated that MAPK signaling pathways play a key role during caspofungin adaptation and are contributing to the paradoxical effect exerted by this drug.
Mitogen activated protein kinases (MAPKs) are highly conserved in eukaryotic organisms. In pathogenic fungi, their activities were assigned to different physiological functions including drug adaptation and resistance. Aspergillus fumigatus is a human pathogenic fungus, which causes life-threatening invasive infections. Therapeutic options against invasive mycoses are still limited. One of the clinically used drugs is caspofungin, which specifically targets the fungal cell wall biosynthesis. A systems biology approach, based on comprehensive transcriptome data sets and mathematical modeling, was employed to infer a regulatory network and identify key interactions during adaptation to caspofungin stress in A . fumigatus . Mathematical modeling and experimental validations confirmed an intimate cross talk occurring between the cell wall-integrity and the high osmolarity-glycerol signaling pathways. Specifically, increased concentrations of caspofungin promoted activation of these signalings. Moreover, caspofungin affected the intracellular transport, which caused an additional osmotic stress that is independent of glucan inhibition. High concentrations of caspofungin reduced this osmotic stress, and thus decreased its toxic activity. Our results demonstrated that MAPK signaling pathways play a key role during caspofungin adaptation and are contributing to the paradoxical effect exerted by this drug.
Audience Academic
Author Kniemeyer, Olaf
Altwasser, Robert
Baldin, Clara
Linde, Jörg
Weber, Jakob
Valiante, Vito
Brakhage, Axel A
Guthke, Reinhard
AuthorAffiliation 2 Department of Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology—Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany
Universidade de Sao Paulo, BRAZIL
3 Department of Microbiology and Molecular Biology, Institute of Microbiology, Friedrich Schiller University Jena, Adolf-Reichwein-Str. 23, 07745, Jena, Germany
5 Leibniz Junior Research Group—Biobricks of Microbial Natural Product Syntheses, Leibniz Institute for Natural Product Research and Infection Biology—Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany
1 Department of Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology—Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany
4 Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, 07747, Jena, Germany
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  organization: Department of Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany; Department of Microbiology and Molecular Biology, Institute of Microbiology, Friedrich Schiller University Jena, Adolf-Reichwein-Str. 23, 07745, Jena, Germany
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  organization: Department of Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany; Department of Microbiology and Molecular Biology, Institute of Microbiology, Friedrich Schiller University Jena, Adolf-Reichwein-Str. 23, 07745, Jena, Germany; Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, 07747, Jena, Germany
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/26356475$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright COPYRIGHT 2015 Public Library of Science
2015 Altwasser et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2015 Altwasser et al 2015 Altwasser et al
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– notice: 2015 Altwasser et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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Competing Interests: The authors have declared that no competing interests exist.
Conceived and designed the experiments: RA RG OK AAB JL VV. Performed the experiments: RA CB JW JL VV. Analyzed the data: RA RG OK AAB JL VV. Contributed reagents/materials/analysis tools: RA CB JW JL VV. Wrote the paper: RA AAB JL VV.
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4565559/
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  article-title: Mitogen-activated protein kinase signaling in plant-interacting fungi: distinct messages from conserved messengers
  publication-title: Plant Cell
  doi: 10.1105/tpc.112.096156
  contributor:
    fullname: LP Hamel
SSID ssj0053866
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Snippet Mitogen activated protein kinases (MAPKs) are highly conserved in eukaryotic organisms. In pathogenic fungi, their activities were assigned to different...
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SubjectTerms Adaptation
Adaptation, Physiological - drug effects
Adaptation, Physiological - genetics
Antifungal agents
Aspergillus
Aspergillus fumigatus
Aspergillus fumigatus - drug effects
Aspergillus fumigatus - enzymology
Aspergillus fumigatus - genetics
Bioinformatics
Biosynthesis
Blotting, Western
Caspofungin
Cell Membrane Permeability - drug effects
Cell walls
Cellular signal transduction
Crosstalk
Datasets
Drug therapy
Drugs
Echinocandins - pharmacology
Functions (mathematics)
Fungi
Gene expression
Gene Expression Profiling
Gene Expression Regulation, Fungal - drug effects
Gene Regulatory Networks - drug effects
Genes, Fungal
Genetic aspects
Genetic Association Studies
Genomes
Genomics
Glucan
Glycerol
Infections
Kinases
Lipopeptides
MAP kinase
MAP Kinase Signaling System - drug effects
Mathematical analysis
Mathematical models
Mitogen-activated protein kinases
Mitogen-Activated Protein Kinases - metabolism
Molecular biology
Mycoses
Natural products
Osmolarity
Osmotic stress
Pathogens
Pathways
Phosphorylation - drug effects
Physiological aspects
Proteins
Reproducibility of Results
RNA, Messenger - genetics
RNA, Messenger - metabolism
Saccharomyces cerevisiae
Signal transduction
Signaling
Software
Stress
Stress, Physiological - drug effects
Stress, Physiological - genetics
Stresses
Yeast
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Title Network Modeling Reveals Cross Talk of MAP Kinases during Adaptation to Caspofungin Stress in Aspergillus fumigatus
URI https://www.ncbi.nlm.nih.gov/pubmed/26356475
https://www.proquest.com/docview/1715677706
https://search.proquest.com/docview/1711537140
https://pubmed.ncbi.nlm.nih.gov/PMC4565559
https://doaj.org/article/eb7559338cc04062a298f7bf52270433
http://dx.doi.org/10.1371/journal.pone.0136932
Volume 10
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