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Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping

Candida albicans biofilm formation is an important virulence factor in the pathogenesis of disease, a characteristic which has been shown to be heterogeneous in clinical isolates. Using an unbiased computational approach we investigated the central metabolic pathways driving biofilm heterogeneity. T...

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Autores principales: Rajendran, Ranjith, May, Ali, Sherry, Leighann, Kean, Ryan, Williams, Craig, Jones, Brian L., Burgess, Karl V., Heringa, Jaap, Abeln, Sanne, Brandt, Bernd W., Munro, Carol A., Ramage, Gordon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5073228/
https://www.ncbi.nlm.nih.gov/pubmed/27765942
http://dx.doi.org/10.1038/srep35436
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author Rajendran, Ranjith
May, Ali
Sherry, Leighann
Kean, Ryan
Williams, Craig
Jones, Brian L.
Burgess, Karl V.
Heringa, Jaap
Abeln, Sanne
Brandt, Bernd W.
Munro, Carol A.
Ramage, Gordon
author_facet Rajendran, Ranjith
May, Ali
Sherry, Leighann
Kean, Ryan
Williams, Craig
Jones, Brian L.
Burgess, Karl V.
Heringa, Jaap
Abeln, Sanne
Brandt, Bernd W.
Munro, Carol A.
Ramage, Gordon
author_sort Rajendran, Ranjith
collection PubMed
description Candida albicans biofilm formation is an important virulence factor in the pathogenesis of disease, a characteristic which has been shown to be heterogeneous in clinical isolates. Using an unbiased computational approach we investigated the central metabolic pathways driving biofilm heterogeneity. Transcripts from high (HBF) and low (LBF) biofilm forming isolates were analysed by RNA sequencing, with 6312 genes identified to be expressed in these two phenotypes. With a dedicated computational approach we identified and validated a significantly differentially expressed subnetwork of genes associated with these biofilm phenotypes. Our analysis revealed amino acid metabolism, such as arginine, proline, aspartate and glutamate metabolism, were predominantly upregulated in the HBF phenotype. On the contrary, purine, starch and sucrose metabolism was generally upregulated in the LBF phenotype. The aspartate aminotransferase gene AAT1 was found to be a common member of these amino acid pathways and significantly upregulated in the HBF phenotype. Pharmacological inhibition of AAT1 enzyme activity significantly reduced biofilm formation in a dose-dependent manner. Collectively, these findings provide evidence that biofilm phenotype is associated with differential regulation of metabolic pathways. Understanding and targeting such pathways, such as amino acid metabolism, is potentially useful for developing diagnostics and new antifungals to treat biofilm-based infections.
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spelling pubmed-50732282016-10-26 Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping Rajendran, Ranjith May, Ali Sherry, Leighann Kean, Ryan Williams, Craig Jones, Brian L. Burgess, Karl V. Heringa, Jaap Abeln, Sanne Brandt, Bernd W. Munro, Carol A. Ramage, Gordon Sci Rep Article Candida albicans biofilm formation is an important virulence factor in the pathogenesis of disease, a characteristic which has been shown to be heterogeneous in clinical isolates. Using an unbiased computational approach we investigated the central metabolic pathways driving biofilm heterogeneity. Transcripts from high (HBF) and low (LBF) biofilm forming isolates were analysed by RNA sequencing, with 6312 genes identified to be expressed in these two phenotypes. With a dedicated computational approach we identified and validated a significantly differentially expressed subnetwork of genes associated with these biofilm phenotypes. Our analysis revealed amino acid metabolism, such as arginine, proline, aspartate and glutamate metabolism, were predominantly upregulated in the HBF phenotype. On the contrary, purine, starch and sucrose metabolism was generally upregulated in the LBF phenotype. The aspartate aminotransferase gene AAT1 was found to be a common member of these amino acid pathways and significantly upregulated in the HBF phenotype. Pharmacological inhibition of AAT1 enzyme activity significantly reduced biofilm formation in a dose-dependent manner. Collectively, these findings provide evidence that biofilm phenotype is associated with differential regulation of metabolic pathways. Understanding and targeting such pathways, such as amino acid metabolism, is potentially useful for developing diagnostics and new antifungals to treat biofilm-based infections. Nature Publishing Group 2016-10-21 /pmc/articles/PMC5073228/ /pubmed/27765942 http://dx.doi.org/10.1038/srep35436 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Rajendran, Ranjith
May, Ali
Sherry, Leighann
Kean, Ryan
Williams, Craig
Jones, Brian L.
Burgess, Karl V.
Heringa, Jaap
Abeln, Sanne
Brandt, Bernd W.
Munro, Carol A.
Ramage, Gordon
Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title_full Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title_fullStr Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title_full_unstemmed Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title_short Integrating Candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
title_sort integrating candida albicans metabolism with biofilm heterogeneity by transcriptome mapping
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5073228/
https://www.ncbi.nlm.nih.gov/pubmed/27765942
http://dx.doi.org/10.1038/srep35436
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