Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach

The genome-scale metabolic model of a lipid-overproducing strain of Mucor circinelloides WJ11 was developed. The model (iNI1159) contained 1,159 genes, 648 EC numbers, 1,537 metabolites, and 1,355 metabolic reactions, which were localized in different compartments of the cell. Using flux balance ana...

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Main Authors: Nattapat Isarankura Na Ayudhya, Kobkul Laoteng, Yuanda Song, Asawin Meechai, Wanwipa Vongsangnak
Format: Article
Language:English
Published: PeerJ Inc. 2019-06-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/7015.pdf
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spelling doaj-3c424bda41194a51b89dd45cd06fa3932020-11-25T01:40:28ZengPeerJ Inc.PeerJ2167-83592019-06-017e701510.7717/peerj.7015Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approachNattapat Isarankura Na Ayudhya0Kobkul Laoteng1Yuanda Song2Asawin Meechai3Wanwipa Vongsangnak4Department of Chemical Engineering, Faculty of Engineering, King Mongkut’s Institute of Technology Thonburi, Bangkok, ThailandFunctional Ingredients and Food Innovation Research Group, National Center for Genetic Engineering and Biotechnology (BIOTEC), National Sciences and Technology Development Agency (NSTDA), Khong Luang, Pathum Thani, ThailandColin Ratledge Center for Microbial Lipids, School of Agriculture Engineering and Food Sciences, Shandong University of Technology, Shandong, ChinaDepartment of Chemical Engineering, Faculty of Engineering, King Mongkut’s Institute of Technology Thonburi, Bangkok, ThailandDepartment of Zoology, Faculty of Science, Kasetsart University, Bangkok, ThailandThe genome-scale metabolic model of a lipid-overproducing strain of Mucor circinelloides WJ11 was developed. The model (iNI1159) contained 1,159 genes, 648 EC numbers, 1,537 metabolites, and 1,355 metabolic reactions, which were localized in different compartments of the cell. Using flux balance analysis (FBA), the iNI1159 model was validated by predicting the specific growth rate. The metabolic traits investigated by phenotypic phase plane analysis (PhPP) showed a relationship between the nutrient uptake rate, cell growth, and the triacylglycerol production rate, demonstrating the strength of the model. A putative set of metabolic reactions affecting the lipid-accumulation process was identified when the metabolic flux distributions under nitrogen-limited conditions were altered by performing fast flux variability analysis (fastFVA) and relative flux change. Comparative analysis of the metabolic models of the lipid-overproducing strain WJ11 (iNI1159) and the reference strain CBS277.49 (iWV1213) using both fastFVA and coordinate hit-and-run with rounding (CHRR) showed that the flux distributions between these two models were significantly different. Notably, a higher flux distribution through lipid metabolisms such as lanosterol, zymosterol, glycerolipid and fatty acids biosynthesis in iNI1159 was observed, leading to an increased lipid production when compared to iWV1213. In contrast, iWV1213 exhibited a higher flux distribution across carbohydrate and amino acid metabolisms and thus generated a high flux for biomass production. This study demonstrated that iNI1159 is an effective predictive tool for the pathway engineering of oleaginous strains for the production of diversified oleochemicals with industrial relevance.https://peerj.com/articles/7015.pdfMucor circinelloidesLipid productionGenome-scale metabolic modelOleaginicityLipid-overproducing strain
collection DOAJ
language English
format Article
sources DOAJ
author Nattapat Isarankura Na Ayudhya
Kobkul Laoteng
Yuanda Song
Asawin Meechai
Wanwipa Vongsangnak
spellingShingle Nattapat Isarankura Na Ayudhya
Kobkul Laoteng
Yuanda Song
Asawin Meechai
Wanwipa Vongsangnak
Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
PeerJ
Mucor circinelloides
Lipid production
Genome-scale metabolic model
Oleaginicity
Lipid-overproducing strain
author_facet Nattapat Isarankura Na Ayudhya
Kobkul Laoteng
Yuanda Song
Asawin Meechai
Wanwipa Vongsangnak
author_sort Nattapat Isarankura Na Ayudhya
title Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
title_short Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
title_full Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
title_fullStr Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
title_full_unstemmed Metabolic traits specific for lipid-overproducing strain of Mucor circinelloides WJ11 identified by genome-scale modeling approach
title_sort metabolic traits specific for lipid-overproducing strain of mucor circinelloides wj11 identified by genome-scale modeling approach
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2019-06-01
description The genome-scale metabolic model of a lipid-overproducing strain of Mucor circinelloides WJ11 was developed. The model (iNI1159) contained 1,159 genes, 648 EC numbers, 1,537 metabolites, and 1,355 metabolic reactions, which were localized in different compartments of the cell. Using flux balance analysis (FBA), the iNI1159 model was validated by predicting the specific growth rate. The metabolic traits investigated by phenotypic phase plane analysis (PhPP) showed a relationship between the nutrient uptake rate, cell growth, and the triacylglycerol production rate, demonstrating the strength of the model. A putative set of metabolic reactions affecting the lipid-accumulation process was identified when the metabolic flux distributions under nitrogen-limited conditions were altered by performing fast flux variability analysis (fastFVA) and relative flux change. Comparative analysis of the metabolic models of the lipid-overproducing strain WJ11 (iNI1159) and the reference strain CBS277.49 (iWV1213) using both fastFVA and coordinate hit-and-run with rounding (CHRR) showed that the flux distributions between these two models were significantly different. Notably, a higher flux distribution through lipid metabolisms such as lanosterol, zymosterol, glycerolipid and fatty acids biosynthesis in iNI1159 was observed, leading to an increased lipid production when compared to iWV1213. In contrast, iWV1213 exhibited a higher flux distribution across carbohydrate and amino acid metabolisms and thus generated a high flux for biomass production. This study demonstrated that iNI1159 is an effective predictive tool for the pathway engineering of oleaginous strains for the production of diversified oleochemicals with industrial relevance.
topic Mucor circinelloides
Lipid production
Genome-scale metabolic model
Oleaginicity
Lipid-overproducing strain
url https://peerj.com/articles/7015.pdf
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