Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study

Aspergillus oryzae is widely used for the industrial production of enzymes. In A. oryzae metabolism, transporters appear to play crucial roles in controlling the flux of molecules for energy generation, nutrients delivery, and waste elimination in the cell. While the A. oryzae genome sequence is ava...

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Main Authors: Nachon Raethong, Jirasak Wong-ekkabut, Kobkul Laoteng, Wanwipa Vongsangnak
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2016/8124636
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spelling doaj-530b44b8a82348ada677d1368109315c2020-11-24T21:42:16ZengHindawi LimitedBioMed Research International2314-61332314-61412016-01-01201610.1155/2016/81246368124636Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case StudyNachon Raethong0Jirasak Wong-ekkabut1Kobkul Laoteng2Wanwipa Vongsangnak3Department of Zoology, Faculty of Science, Kasetsart University, Bangkok 10900, ThailandDepartment of Physics, Faculty of Science, Kasetsart University, Bangkok 10900, ThailandFood Biotechnology Research Unit, National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani 12120, ThailandDepartment of Zoology, Faculty of Science, Kasetsart University, Bangkok 10900, ThailandAspergillus oryzae is widely used for the industrial production of enzymes. In A. oryzae metabolism, transporters appear to play crucial roles in controlling the flux of molecules for energy generation, nutrients delivery, and waste elimination in the cell. While the A. oryzae genome sequence is available, transporter annotation remains limited and thus the connectivity of metabolic networks is incomplete. In this study, we developed a metabolic annotation strategy to understand the relationship between the sequence, structure, and function for annotation of A. oryzae metabolic transporters. Sequence-based analysis with manual curation showed that 58 genes of 12,096 total genes in the A. oryzae genome encoded metabolic transporters. Under consensus integrative databases, 55 unambiguous metabolic transporter genes were distributed into channels and pores (7 genes), electrochemical potential-driven transporters (33 genes), and primary active transporters (15 genes). To reveal the transporter functional role, a combination of homology modeling and molecular dynamics simulation was implemented to assess the relationship between sequence to structure and structure to function. As in the energy metabolism of A. oryzae, the H+-ATPase encoded by the AO090005000842 gene was selected as a representative case study of multilevel linkage annotation. Our developed strategy can be used for enhancing metabolic network reconstruction.http://dx.doi.org/10.1155/2016/8124636
collection DOAJ
language English
format Article
sources DOAJ
author Nachon Raethong
Jirasak Wong-ekkabut
Kobkul Laoteng
Wanwipa Vongsangnak
spellingShingle Nachon Raethong
Jirasak Wong-ekkabut
Kobkul Laoteng
Wanwipa Vongsangnak
Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
BioMed Research International
author_facet Nachon Raethong
Jirasak Wong-ekkabut
Kobkul Laoteng
Wanwipa Vongsangnak
author_sort Nachon Raethong
title Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
title_short Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
title_full Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
title_fullStr Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
title_full_unstemmed Sequence- and Structure-Based Functional Annotation and Assessment of Metabolic Transporters in Aspergillus oryzae: A Representative Case Study
title_sort sequence- and structure-based functional annotation and assessment of metabolic transporters in aspergillus oryzae: a representative case study
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2016-01-01
description Aspergillus oryzae is widely used for the industrial production of enzymes. In A. oryzae metabolism, transporters appear to play crucial roles in controlling the flux of molecules for energy generation, nutrients delivery, and waste elimination in the cell. While the A. oryzae genome sequence is available, transporter annotation remains limited and thus the connectivity of metabolic networks is incomplete. In this study, we developed a metabolic annotation strategy to understand the relationship between the sequence, structure, and function for annotation of A. oryzae metabolic transporters. Sequence-based analysis with manual curation showed that 58 genes of 12,096 total genes in the A. oryzae genome encoded metabolic transporters. Under consensus integrative databases, 55 unambiguous metabolic transporter genes were distributed into channels and pores (7 genes), electrochemical potential-driven transporters (33 genes), and primary active transporters (15 genes). To reveal the transporter functional role, a combination of homology modeling and molecular dynamics simulation was implemented to assess the relationship between sequence to structure and structure to function. As in the energy metabolism of A. oryzae, the H+-ATPase encoded by the AO090005000842 gene was selected as a representative case study of multilevel linkage annotation. Our developed strategy can be used for enhancing metabolic network reconstruction.
url http://dx.doi.org/10.1155/2016/8124636
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