Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>

Hexanoic acid and its derivatives have been recently recognized as value-added materials and can be synthesized by several microbes. Of them, <i>Megasphaera elsdenii</i> has been considered as an interesting hexanoic acid producer because of its capability to utilize a variety of carbons...

Full description

Bibliographic Details
Main Authors: Na-Rae Lee, Choong Hwan Lee, Dong-Yup Lee, Jin-Byung Park
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Microorganisms
Subjects:
Online Access:https://www.mdpi.com/2076-2607/8/4/539
id doaj-0503c8df86924c7d947aa78e03f41d7a
record_format Article
spelling doaj-0503c8df86924c7d947aa78e03f41d7a2020-11-25T02:28:44ZengMDPI AGMicroorganisms2076-26072020-04-01853953910.3390/microorganisms8040539Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>Na-Rae Lee0Choong Hwan Lee1Dong-Yup Lee2Jin-Byung Park3Department of Bioscience and Biotechnology, Konkuk University, Seoul 05029, KoreaDepartment of Bioscience and Biotechnology, Konkuk University, Seoul 05029, KoreaSchool of Chemical Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, KoreaDepartment of Food Science and Engineering, Ewha Womans University, Seoul 03760, KoreaHexanoic acid and its derivatives have been recently recognized as value-added materials and can be synthesized by several microbes. Of them, <i>Megasphaera elsdenii</i> has been considered as an interesting hexanoic acid producer because of its capability to utilize a variety of carbons sources. However, the cellular metabolism and physiology of <i>M. elsdenii</i> still remain uncharacterized. Therefore, in order to better understand hexanoic acid synthetic metabolism in <i>M. elsdenii</i>, we newly reconstructed its genome-scale metabolic model, <i>i</i>ME375, which accounts for 375 genes, 521 reactions, and 443 metabolites. A constraint-based analysis was then employed to evaluate cell growth under various conditions. Subsequently, a flux ratio analysis was conducted to understand the mechanism of bifurcated hexanoic acid synthetic pathways, including the typical fatty acid synthetic pathway via acetyl-CoA and the TCA cycle in a counterclockwise direction through succinate. The resultant metabolic states showed that the highest hexanoic acid production could be achieved when the balanced fractional contribution via acetyl-CoA and succinate in reductive TCA cycle was formed in various cell growth rates. The highest hexanoic acid production was maintained in the most perturbed flux ratio, as phosphoenolpyruvate carboxykinase (<i>pck</i>) enables the bifurcated pathway to form consistent fluxes. Finally, organic acid consuming simulations suggested that succinate can increase both biomass formation and hexanoic acid production.https://www.mdpi.com/2076-2607/8/4/539<i>Megasphaera elsdenii</i>hexanoic acidbifurcated pathwaygenome-scale metabolic modelconstraint-based modeling
collection DOAJ
language English
format Article
sources DOAJ
author Na-Rae Lee
Choong Hwan Lee
Dong-Yup Lee
Jin-Byung Park
spellingShingle Na-Rae Lee
Choong Hwan Lee
Dong-Yup Lee
Jin-Byung Park
Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
Microorganisms
<i>Megasphaera elsdenii</i>
hexanoic acid
bifurcated pathway
genome-scale metabolic model
constraint-based modeling
author_facet Na-Rae Lee
Choong Hwan Lee
Dong-Yup Lee
Jin-Byung Park
author_sort Na-Rae Lee
title Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
title_short Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
title_full Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
title_fullStr Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
title_full_unstemmed Genome-Scale Metabolic Network Reconstruction and In Silico Analysis of Hexanoic acid Producing <i>Megasphaera elsdenii</i>
title_sort genome-scale metabolic network reconstruction and in silico analysis of hexanoic acid producing <i>megasphaera elsdenii</i>
publisher MDPI AG
series Microorganisms
issn 2076-2607
publishDate 2020-04-01
description Hexanoic acid and its derivatives have been recently recognized as value-added materials and can be synthesized by several microbes. Of them, <i>Megasphaera elsdenii</i> has been considered as an interesting hexanoic acid producer because of its capability to utilize a variety of carbons sources. However, the cellular metabolism and physiology of <i>M. elsdenii</i> still remain uncharacterized. Therefore, in order to better understand hexanoic acid synthetic metabolism in <i>M. elsdenii</i>, we newly reconstructed its genome-scale metabolic model, <i>i</i>ME375, which accounts for 375 genes, 521 reactions, and 443 metabolites. A constraint-based analysis was then employed to evaluate cell growth under various conditions. Subsequently, a flux ratio analysis was conducted to understand the mechanism of bifurcated hexanoic acid synthetic pathways, including the typical fatty acid synthetic pathway via acetyl-CoA and the TCA cycle in a counterclockwise direction through succinate. The resultant metabolic states showed that the highest hexanoic acid production could be achieved when the balanced fractional contribution via acetyl-CoA and succinate in reductive TCA cycle was formed in various cell growth rates. The highest hexanoic acid production was maintained in the most perturbed flux ratio, as phosphoenolpyruvate carboxykinase (<i>pck</i>) enables the bifurcated pathway to form consistent fluxes. Finally, organic acid consuming simulations suggested that succinate can increase both biomass formation and hexanoic acid production.
topic <i>Megasphaera elsdenii</i>
hexanoic acid
bifurcated pathway
genome-scale metabolic model
constraint-based modeling
url https://www.mdpi.com/2076-2607/8/4/539
work_keys_str_mv AT naraelee genomescalemetabolicnetworkreconstructionandinsilicoanalysisofhexanoicacidproducingimegasphaeraelsdeniii
AT choonghwanlee genomescalemetabolicnetworkreconstructionandinsilicoanalysisofhexanoicacidproducingimegasphaeraelsdeniii
AT dongyuplee genomescalemetabolicnetworkreconstructionandinsilicoanalysisofhexanoicacidproducingimegasphaeraelsdeniii
AT jinbyungpark genomescalemetabolicnetworkreconstructionandinsilicoanalysisofhexanoicacidproducingimegasphaeraelsdeniii
_version_ 1724836863854772224