Cargando…
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....
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784590376917532672 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8547423 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT huangdi integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT wangyuhui integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT zhangjing integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT xuhuimin integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT baijing integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT zhanghuijing integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT jiangxiaolong integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT yuanjian integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT lugege integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT jianglingyan integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT liaoxiaoping integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT liubin integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources AT liuhuanhuan integrativemetabolomicandtranscriptomicanalysesuncovermetabolicalterationsandpigmentdiversityinmonascusinresponsetodifferentnitrogensources |