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Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition

Oxygen limitation is regarded as a useful strategy to improve enzyme production by mycelial fungus like Aspergillus niger. However, the intracellular metabolic response of A. niger to oxygen limitation is still obscure. To address this, the metabolism of A. niger was studied using multi-omics integr...

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Autores principales: Lu, Hongzhong, Cao, Weiqiang, Liu, Xiaoyun, Sui, Yufei, Ouyang, Liming, Xia, Jianye, Huang, Mingzhi, Zhuang, Yingping, Zhang, Siliang, Noorman, Henk, Chu, Ju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158188/
https://www.ncbi.nlm.nih.gov/pubmed/30258063
http://dx.doi.org/10.1038/s41598-018-32341-1
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author Lu, Hongzhong
Cao, Weiqiang
Liu, Xiaoyun
Sui, Yufei
Ouyang, Liming
Xia, Jianye
Huang, Mingzhi
Zhuang, Yingping
Zhang, Siliang
Noorman, Henk
Chu, Ju
author_facet Lu, Hongzhong
Cao, Weiqiang
Liu, Xiaoyun
Sui, Yufei
Ouyang, Liming
Xia, Jianye
Huang, Mingzhi
Zhuang, Yingping
Zhang, Siliang
Noorman, Henk
Chu, Ju
author_sort Lu, Hongzhong
collection PubMed
description Oxygen limitation is regarded as a useful strategy to improve enzyme production by mycelial fungus like Aspergillus niger. However, the intracellular metabolic response of A. niger to oxygen limitation is still obscure. To address this, the metabolism of A. niger was studied using multi-omics integrated analysis based on the latest GEMs (genome-scale metabolic model), including metabolomics, fluxomics and transcriptomics. Upon sharp reduction of the oxygen supply, A. niger metabolism shifted to higher redox level status, as well as lower energy supply, down-regulation of genes for fatty acid synthesis and a rapid decrease of the specific growth rate. The gene expression of the glyoxylate bypass was activated, which was consistent with flux analysis using the A. niger GEMs iHL1210. The increasing flux of the glyoxylate bypass was assumed to reduce the NADH formation from TCA cycle and benefit maintenance of the cellular redox balance under hypoxic conditions. In addition, the relative fluxes of the EMP pathway were increased, which possibly relieved the energy demand for cell metabolism. The above multi-omics integrative analysis provided new insights on metabolic regulatory mechanisms of A. niger associated with enzyme production under oxygen-limited condition, which will benefit systematic design and optimization of the A. niger microbial cell factory.
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spelling pubmed-61581882018-09-28 Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition Lu, Hongzhong Cao, Weiqiang Liu, Xiaoyun Sui, Yufei Ouyang, Liming Xia, Jianye Huang, Mingzhi Zhuang, Yingping Zhang, Siliang Noorman, Henk Chu, Ju Sci Rep Article Oxygen limitation is regarded as a useful strategy to improve enzyme production by mycelial fungus like Aspergillus niger. However, the intracellular metabolic response of A. niger to oxygen limitation is still obscure. To address this, the metabolism of A. niger was studied using multi-omics integrated analysis based on the latest GEMs (genome-scale metabolic model), including metabolomics, fluxomics and transcriptomics. Upon sharp reduction of the oxygen supply, A. niger metabolism shifted to higher redox level status, as well as lower energy supply, down-regulation of genes for fatty acid synthesis and a rapid decrease of the specific growth rate. The gene expression of the glyoxylate bypass was activated, which was consistent with flux analysis using the A. niger GEMs iHL1210. The increasing flux of the glyoxylate bypass was assumed to reduce the NADH formation from TCA cycle and benefit maintenance of the cellular redox balance under hypoxic conditions. In addition, the relative fluxes of the EMP pathway were increased, which possibly relieved the energy demand for cell metabolism. The above multi-omics integrative analysis provided new insights on metabolic regulatory mechanisms of A. niger associated with enzyme production under oxygen-limited condition, which will benefit systematic design and optimization of the A. niger microbial cell factory. Nature Publishing Group UK 2018-09-26 /pmc/articles/PMC6158188/ /pubmed/30258063 http://dx.doi.org/10.1038/s41598-018-32341-1 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lu, Hongzhong
Cao, Weiqiang
Liu, Xiaoyun
Sui, Yufei
Ouyang, Liming
Xia, Jianye
Huang, Mingzhi
Zhuang, Yingping
Zhang, Siliang
Noorman, Henk
Chu, Ju
Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title_full Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title_fullStr Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title_full_unstemmed Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title_short Multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of Aspergillus niger under industrial enzyme production condition
title_sort multi-omics integrative analysis with genome-scale metabolic model simulation reveals global cellular adaptation of aspergillus niger under industrial enzyme production condition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158188/
https://www.ncbi.nlm.nih.gov/pubmed/30258063
http://dx.doi.org/10.1038/s41598-018-32341-1
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