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Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources

Nitrogen in different chemical forms is critical for metabolic alterations in Monascus strains and associated pigment diversity. In this study, we observed that ammonium-form nitrogen was superior in promoting the biosynthesis of Monascus pigments (MPs) when compared with nitrate and organic forms....

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Autores principales: Huang, Di, Wang, Yuhui, Zhang, Jing, Xu, Huimin, Bai, Jing, Zhang, Huijing, Jiang, Xiaolong, Yuan, Jian, Lu, Gege, Jiang, Lingyan, Liao, Xiaoping, Liu, Bin, Liu, Huanhuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8547423/
https://www.ncbi.nlm.nih.gov/pubmed/34491088
http://dx.doi.org/10.1128/mSystems.00807-21
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author Huang, Di
Wang, Yuhui
Zhang, Jing
Xu, Huimin
Bai, Jing
Zhang, Huijing
Jiang, Xiaolong
Yuan, Jian
Lu, Gege
Jiang, Lingyan
Liao, Xiaoping
Liu, Bin
Liu, Huanhuan
author_facet Huang, Di
Wang, Yuhui
Zhang, Jing
Xu, Huimin
Bai, Jing
Zhang, Huijing
Jiang, Xiaolong
Yuan, Jian
Lu, Gege
Jiang, Lingyan
Liao, Xiaoping
Liu, Bin
Liu, Huanhuan
author_sort Huang, Di
collection PubMed
description Nitrogen in different chemical forms is critical for metabolic alterations in Monascus strains and associated pigment diversity. In this study, we observed that ammonium-form nitrogen was superior in promoting the biosynthesis of Monascus pigments (MPs) when compared with nitrate and organic forms. Moreover, with any nitrogen source, the production of yellow and orange pigments was highly synchronized but distantly related to red pigments. However, transcriptional analyses of MP gene clusters suggested a low contribution to MP accumulation, suggesting that MP-limiting factors were located outside the gene cluster. Our metabolomic analyses demonstrated that red pigment biosynthesis was closely related to intracellular amino acids, whereas orange and yellow pigments were associated with nucleotides. In addition, weighted gene coexpression network analyses (WGCNA) based on transcriptomic data showed that multiple primary metabolic pathways were closely related to red pigment production, while several secondary pathways were related to orange pigments, and others were involved with yellow pigment regulation. These findings demonstrate that pigment diversity in Monascus is under combined regulation at metabolomic and transcriptomic levels. IMPORTANCE Natural MPs containing a mixture of red, orange, and yellow pigments are widely used as food coloring agents. MP diversity provides foods with versatile colors and health benefits but, in turn, complicate efforts to achieve maximum yield or desirable combination of pigments during the manufacturing process. Apart from the MP biosynthetic gene cluster, interactions between the main biosynthetic pathways and other intracellular genes/metabolites are critical to our understanding of MP differentiation. The integrative multiomics analytical strategy provides a technical platform and new perspectives for the identification of metabolic shunting mechanisms in MP biosynthesis. Equally, our research highlights the influence of intracellular metabolic alterations on MP differentiation, which will facilitate the rational engineering and optimization of MP production in the future.
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spelling pubmed-85474232021-10-27 Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources Huang, Di Wang, Yuhui Zhang, Jing Xu, Huimin Bai, Jing Zhang, Huijing Jiang, Xiaolong Yuan, Jian Lu, Gege Jiang, Lingyan Liao, Xiaoping Liu, Bin Liu, Huanhuan mSystems Research Article Nitrogen in different chemical forms is critical for metabolic alterations in Monascus strains and associated pigment diversity. In this study, we observed that ammonium-form nitrogen was superior in promoting the biosynthesis of Monascus pigments (MPs) when compared with nitrate and organic forms. Moreover, with any nitrogen source, the production of yellow and orange pigments was highly synchronized but distantly related to red pigments. However, transcriptional analyses of MP gene clusters suggested a low contribution to MP accumulation, suggesting that MP-limiting factors were located outside the gene cluster. Our metabolomic analyses demonstrated that red pigment biosynthesis was closely related to intracellular amino acids, whereas orange and yellow pigments were associated with nucleotides. In addition, weighted gene coexpression network analyses (WGCNA) based on transcriptomic data showed that multiple primary metabolic pathways were closely related to red pigment production, while several secondary pathways were related to orange pigments, and others were involved with yellow pigment regulation. These findings demonstrate that pigment diversity in Monascus is under combined regulation at metabolomic and transcriptomic levels. IMPORTANCE Natural MPs containing a mixture of red, orange, and yellow pigments are widely used as food coloring agents. MP diversity provides foods with versatile colors and health benefits but, in turn, complicate efforts to achieve maximum yield or desirable combination of pigments during the manufacturing process. Apart from the MP biosynthetic gene cluster, interactions between the main biosynthetic pathways and other intracellular genes/metabolites are critical to our understanding of MP differentiation. The integrative multiomics analytical strategy provides a technical platform and new perspectives for the identification of metabolic shunting mechanisms in MP biosynthesis. Equally, our research highlights the influence of intracellular metabolic alterations on MP differentiation, which will facilitate the rational engineering and optimization of MP production in the future. American Society for Microbiology 2021-09-07 /pmc/articles/PMC8547423/ /pubmed/34491088 http://dx.doi.org/10.1128/mSystems.00807-21 Text en Copyright © 2021 Huang et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Huang, Di
Wang, Yuhui
Zhang, Jing
Xu, Huimin
Bai, Jing
Zhang, Huijing
Jiang, Xiaolong
Yuan, Jian
Lu, Gege
Jiang, Lingyan
Liao, Xiaoping
Liu, Bin
Liu, Huanhuan
Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title_full Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title_fullStr Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title_full_unstemmed Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title_short Integrative Metabolomic and Transcriptomic Analyses Uncover Metabolic Alterations and Pigment Diversity in Monascus in Response to Different Nitrogen Sources
title_sort integrative metabolomic and transcriptomic analyses uncover metabolic alterations and pigment diversity in monascus in response to different nitrogen sources
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8547423/
https://www.ncbi.nlm.nih.gov/pubmed/34491088
http://dx.doi.org/10.1128/mSystems.00807-21
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