Cargando…

Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815

Penicillium spp. are known to harbor a wide array of secondary metabolites with cryptic bioactivities. However, the metabolomics of these species is not well-understood in terms of different fermentation models and conditions. The present study involved metabolomics profiling and transcriptomic anal...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Hyang Yeon, Heo, Do Yeon, Park, Hye Min, Singh, Digar, Lee, Choong Hwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749308/
https://www.ncbi.nlm.nih.gov/pubmed/26863302
http://dx.doi.org/10.1371/journal.pone.0149012
_version_ 1782415261257695232
author Kim, Hyang Yeon
Heo, Do Yeon
Park, Hye Min
Singh, Digar
Lee, Choong Hwan
author_facet Kim, Hyang Yeon
Heo, Do Yeon
Park, Hye Min
Singh, Digar
Lee, Choong Hwan
author_sort Kim, Hyang Yeon
collection PubMed
description Penicillium spp. are known to harbor a wide array of secondary metabolites with cryptic bioactivities. However, the metabolomics of these species is not well-understood in terms of different fermentation models and conditions. The present study involved metabolomics profiling and transcriptomic analysis of Penicillium expansum 40815 under solid-state fermentation (SSF) and submerged fermentation (SmF). Metabolite profiling was carried out using ultra-performance liquid chromatography quadruple time-of-flight mass spectrometry with multivariate analysis, followed by transcriptomic analyses of differentially expressed genes. In principal component analysis, the metabolite profiling data was studied under different experimental sets, including SSF and SmF. The significantly different metabolites such as polyketide metabolites (agonodepside B, rotiorin, verrucosidin, and ochrephilone) and corresponding gene transcripts (polyketide synthase, aromatic prenyltransferase, and terpenoid synthase) were primarily detected under SmF conditions. In contrast, the meroterpenoid compounds (andrastin A and C) and their genes transcripts were exclusively detected under SSF conditions. We demonstrated that the metabolite production and its corresponding gene expression levels in P. expansum 40815 were significantly influenced by the varying growth parameters and the immediate environment. This study further provides a foundation to produce specific metabolites by regulating fermentation conditions.
format Online
Article
Text
id pubmed-4749308
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-47493082016-02-26 Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815 Kim, Hyang Yeon Heo, Do Yeon Park, Hye Min Singh, Digar Lee, Choong Hwan PLoS One Research Article Penicillium spp. are known to harbor a wide array of secondary metabolites with cryptic bioactivities. However, the metabolomics of these species is not well-understood in terms of different fermentation models and conditions. The present study involved metabolomics profiling and transcriptomic analysis of Penicillium expansum 40815 under solid-state fermentation (SSF) and submerged fermentation (SmF). Metabolite profiling was carried out using ultra-performance liquid chromatography quadruple time-of-flight mass spectrometry with multivariate analysis, followed by transcriptomic analyses of differentially expressed genes. In principal component analysis, the metabolite profiling data was studied under different experimental sets, including SSF and SmF. The significantly different metabolites such as polyketide metabolites (agonodepside B, rotiorin, verrucosidin, and ochrephilone) and corresponding gene transcripts (polyketide synthase, aromatic prenyltransferase, and terpenoid synthase) were primarily detected under SmF conditions. In contrast, the meroterpenoid compounds (andrastin A and C) and their genes transcripts were exclusively detected under SSF conditions. We demonstrated that the metabolite production and its corresponding gene expression levels in P. expansum 40815 were significantly influenced by the varying growth parameters and the immediate environment. This study further provides a foundation to produce specific metabolites by regulating fermentation conditions. Public Library of Science 2016-02-10 /pmc/articles/PMC4749308/ /pubmed/26863302 http://dx.doi.org/10.1371/journal.pone.0149012 Text en © 2016 Kim 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
Kim, Hyang Yeon
Heo, Do Yeon
Park, Hye Min
Singh, Digar
Lee, Choong Hwan
Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title_full Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title_fullStr Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title_full_unstemmed Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title_short Metabolomic and Transcriptomic Comparison of Solid-State and Submerged Fermentation of Penicillium expansum KACC 40815
title_sort metabolomic and transcriptomic comparison of solid-state and submerged fermentation of penicillium expansum kacc 40815
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749308/
https://www.ncbi.nlm.nih.gov/pubmed/26863302
http://dx.doi.org/10.1371/journal.pone.0149012
work_keys_str_mv AT kimhyangyeon metabolomicandtranscriptomiccomparisonofsolidstateandsubmergedfermentationofpenicilliumexpansumkacc40815
AT heodoyeon metabolomicandtranscriptomiccomparisonofsolidstateandsubmergedfermentationofpenicilliumexpansumkacc40815
AT parkhyemin metabolomicandtranscriptomiccomparisonofsolidstateandsubmergedfermentationofpenicilliumexpansumkacc40815
AT singhdigar metabolomicandtranscriptomiccomparisonofsolidstateandsubmergedfermentationofpenicilliumexpansumkacc40815
AT leechoonghwan metabolomicandtranscriptomiccomparisonofsolidstateandsubmergedfermentationofpenicilliumexpansumkacc40815