Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation

Acetobacter pasteurianus 386B is a candidate functional starter culture for the cocoa bean fermentation process. To allow in silico simulations of its related metabolism in response to different environmental conditions, a genome-scale metabolic model for A. pasteurianus 386B was reconstructed. This...

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Main Authors: Rudy Pelicaen, Didier Gonze, Bas Teusink, Luc De Vuyst, Stefan Weckx
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fmicb.2019.02801/full
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spelling doaj-5a047afb434e49eda06a45d1e401a3792020-11-25T02:33:55ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2019-12-011010.3389/fmicb.2019.02801501868Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean FermentationRudy Pelicaen0Rudy Pelicaen1Didier Gonze2Didier Gonze3Bas Teusink4Luc De Vuyst5Stefan Weckx6Stefan Weckx7Research Group of Industrial Microbiology and Food Biotechnology (IMDO), Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium(IB)2 - Interuniversity Institute of Bioinformatics in Brussels (ULB-VUB), Brussels, Belgium(IB)2 - Interuniversity Institute of Bioinformatics in Brussels (ULB-VUB), Brussels, BelgiumUnité de Chronobiologie Théorique, Service de Chimie Physique, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, BelgiumSystems Bioinformatics, Vrije Universiteit Amsterdam, Amsterdam, NetherlandsResearch Group of Industrial Microbiology and Food Biotechnology (IMDO), Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel (VUB), Brussels, BelgiumResearch Group of Industrial Microbiology and Food Biotechnology (IMDO), Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium(IB)2 - Interuniversity Institute of Bioinformatics in Brussels (ULB-VUB), Brussels, BelgiumAcetobacter pasteurianus 386B is a candidate functional starter culture for the cocoa bean fermentation process. To allow in silico simulations of its related metabolism in response to different environmental conditions, a genome-scale metabolic model for A. pasteurianus 386B was reconstructed. This is the first genome-scale metabolic model reconstruction for a member of the genus Acetobacter. The metabolic network reconstruction process was based on extensive genome re-annotation and comparative genomics analyses. The information content related to the functional annotation of metabolic enzymes and transporters was placed in a metabolic context by exploring and curating a Pathway/Genome Database of A. pasteurianus 386B using the Pathway Tools software. Metabolic reactions and curated gene-protein-reaction associations were bundled into a genome-scale metabolic model of A. pasteurianus 386B, named iAp386B454, containing 454 genes, 322 reactions, and 296 metabolites embedded in two cellular compartments. The reconstructed model was validated by performing growth experiments in a defined medium, which revealed that lactic acid as the sole carbon source could sustain growth of this strain. Further, the reconstruction of the A. pasteurianus 386B genome-scale metabolic model revealed knowledge gaps concerning the metabolism of this strain, especially related to the biosynthesis of its cell envelope and the presence or absence of metabolite transporters.https://www.frontiersin.org/article/10.3389/fmicb.2019.02801/fullacetic acid bacteriaAcetobacter pasteurianuscocoa bean fermentation processgenome-scale metabolic modelgenome annotation
collection DOAJ
language English
format Article
sources DOAJ
author Rudy Pelicaen
Rudy Pelicaen
Didier Gonze
Didier Gonze
Bas Teusink
Luc De Vuyst
Stefan Weckx
Stefan Weckx
spellingShingle Rudy Pelicaen
Rudy Pelicaen
Didier Gonze
Didier Gonze
Bas Teusink
Luc De Vuyst
Stefan Weckx
Stefan Weckx
Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
Frontiers in Microbiology
acetic acid bacteria
Acetobacter pasteurianus
cocoa bean fermentation process
genome-scale metabolic model
genome annotation
author_facet Rudy Pelicaen
Rudy Pelicaen
Didier Gonze
Didier Gonze
Bas Teusink
Luc De Vuyst
Stefan Weckx
Stefan Weckx
author_sort Rudy Pelicaen
title Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
title_short Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
title_full Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
title_fullStr Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
title_full_unstemmed Genome-Scale Metabolic Reconstruction of Acetobacter pasteurianus 386B, a Candidate Functional Starter Culture for Cocoa Bean Fermentation
title_sort genome-scale metabolic reconstruction of acetobacter pasteurianus 386b, a candidate functional starter culture for cocoa bean fermentation
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2019-12-01
description Acetobacter pasteurianus 386B is a candidate functional starter culture for the cocoa bean fermentation process. To allow in silico simulations of its related metabolism in response to different environmental conditions, a genome-scale metabolic model for A. pasteurianus 386B was reconstructed. This is the first genome-scale metabolic model reconstruction for a member of the genus Acetobacter. The metabolic network reconstruction process was based on extensive genome re-annotation and comparative genomics analyses. The information content related to the functional annotation of metabolic enzymes and transporters was placed in a metabolic context by exploring and curating a Pathway/Genome Database of A. pasteurianus 386B using the Pathway Tools software. Metabolic reactions and curated gene-protein-reaction associations were bundled into a genome-scale metabolic model of A. pasteurianus 386B, named iAp386B454, containing 454 genes, 322 reactions, and 296 metabolites embedded in two cellular compartments. The reconstructed model was validated by performing growth experiments in a defined medium, which revealed that lactic acid as the sole carbon source could sustain growth of this strain. Further, the reconstruction of the A. pasteurianus 386B genome-scale metabolic model revealed knowledge gaps concerning the metabolism of this strain, especially related to the biosynthesis of its cell envelope and the presence or absence of metabolite transporters.
topic acetic acid bacteria
Acetobacter pasteurianus
cocoa bean fermentation process
genome-scale metabolic model
genome annotation
url https://www.frontiersin.org/article/10.3389/fmicb.2019.02801/full
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