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 |
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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. |
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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 |
AuthorAffiliation_xml | – name: 4 Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, 07747, Jena, Germany – name: Universidade de Sao Paulo, BRAZIL – name: 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 – name: 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 – name: 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 – name: 3 Department of Microbiology and Molecular Biology, Institute of Microbiology, Friedrich Schiller University Jena, Adolf-Reichwein-Str. 23, 07745, Jena, Germany |
Author_xml | – sequence: 1 givenname: Robert surname: Altwasser fullname: Altwasser, Robert organization: Department of Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany – sequence: 2 givenname: Clara surname: Baldin fullname: Baldin, Clara 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 – sequence: 3 givenname: Jakob surname: Weber fullname: Weber, Jakob 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 – sequence: 4 givenname: Reinhard surname: Guthke fullname: Guthke, Reinhard organization: Department of Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany – sequence: 5 givenname: Olaf surname: Kniemeyer fullname: Kniemeyer, Olaf 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 – sequence: 6 givenname: Axel A surname: Brakhage fullname: Brakhage, Axel A 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 – sequence: 7 givenname: Jörg surname: Linde fullname: Linde, Jörg organization: Department of Systems Biology/Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Adolf-Reichwein-Str. 23, 07745, Jena, Germany – sequence: 8 givenname: Vito surname: Valiante fullname: Valiante, Vito organization: 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 |
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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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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 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. |
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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 |
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