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Evaluation method for the potential functionome harbored in the genome and metagenome

BACKGROUND: One of the main goals of genomic analysis is to elucidate the comprehensive functions (functionome) in individual organisms or a whole community in various environments. However, a standard evaluation method for discerning the functional potentials harbored within the genome or metagenom...

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Autores principales: Takami, Hideto, Taniguchi, Takeaki, Moriya, Yuki, Kuwahara, Tomomi, Kanehisa, Minoru, Goto, Susumu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541978/
https://www.ncbi.nlm.nih.gov/pubmed/23234305
http://dx.doi.org/10.1186/1471-2164-13-699
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author Takami, Hideto
Taniguchi, Takeaki
Moriya, Yuki
Kuwahara, Tomomi
Kanehisa, Minoru
Goto, Susumu
author_facet Takami, Hideto
Taniguchi, Takeaki
Moriya, Yuki
Kuwahara, Tomomi
Kanehisa, Minoru
Goto, Susumu
author_sort Takami, Hideto
collection PubMed
description BACKGROUND: One of the main goals of genomic analysis is to elucidate the comprehensive functions (functionome) in individual organisms or a whole community in various environments. However, a standard evaluation method for discerning the functional potentials harbored within the genome or metagenome has not yet been established. We have developed a new evaluation method for the potential functionome, based on the completion ratio of Kyoto Encyclopedia of Genes and Genomes (KEGG) functional modules. RESULTS: Distribution of the completion ratio of the KEGG functional modules in 768 prokaryotic species varied greatly with the kind of module, and all modules primarily fell into 4 patterns (universal, restricted, diversified and non-prokaryotic modules), indicating the universal and unique nature of each module, and also the versatility of the KEGG Orthology (KO) identifiers mapped to each one. The module completion ratio in 8 phenotypically different bacilli revealed that some modules were shared only in phenotypically similar species. Metagenomes of human gut microbiomes from 13 healthy individuals previously determined by the Sanger method were analyzed based on the module completion ratio. Results led to new discoveries in the nutritional preferences of gut microbes, believed to be one of the mutualistic representations of gut microbiomes to avoid nutritional competition with the host. CONCLUSIONS: The method developed in this study could characterize the functionome harbored in genomes and metagenomes. As this method also provided taxonomical information from KEGG modules as well as the gene hosts constructing the modules, interpretation of completion profiles was simplified and we could identify the complementarity between biochemical functions in human hosts and the nutritional preferences in human gut microbiomes. Thus, our method has the potential to be a powerful tool for comparative functional analysis in genomics and metagenomics, able to target unknown environments containing various uncultivable microbes within unidentified phyla.
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spelling pubmed-35419782013-01-11 Evaluation method for the potential functionome harbored in the genome and metagenome Takami, Hideto Taniguchi, Takeaki Moriya, Yuki Kuwahara, Tomomi Kanehisa, Minoru Goto, Susumu BMC Genomics Methodology Article BACKGROUND: One of the main goals of genomic analysis is to elucidate the comprehensive functions (functionome) in individual organisms or a whole community in various environments. However, a standard evaluation method for discerning the functional potentials harbored within the genome or metagenome has not yet been established. We have developed a new evaluation method for the potential functionome, based on the completion ratio of Kyoto Encyclopedia of Genes and Genomes (KEGG) functional modules. RESULTS: Distribution of the completion ratio of the KEGG functional modules in 768 prokaryotic species varied greatly with the kind of module, and all modules primarily fell into 4 patterns (universal, restricted, diversified and non-prokaryotic modules), indicating the universal and unique nature of each module, and also the versatility of the KEGG Orthology (KO) identifiers mapped to each one. The module completion ratio in 8 phenotypically different bacilli revealed that some modules were shared only in phenotypically similar species. Metagenomes of human gut microbiomes from 13 healthy individuals previously determined by the Sanger method were analyzed based on the module completion ratio. Results led to new discoveries in the nutritional preferences of gut microbes, believed to be one of the mutualistic representations of gut microbiomes to avoid nutritional competition with the host. CONCLUSIONS: The method developed in this study could characterize the functionome harbored in genomes and metagenomes. As this method also provided taxonomical information from KEGG modules as well as the gene hosts constructing the modules, interpretation of completion profiles was simplified and we could identify the complementarity between biochemical functions in human hosts and the nutritional preferences in human gut microbiomes. Thus, our method has the potential to be a powerful tool for comparative functional analysis in genomics and metagenomics, able to target unknown environments containing various uncultivable microbes within unidentified phyla. BioMed Central 2012-12-12 /pmc/articles/PMC3541978/ /pubmed/23234305 http://dx.doi.org/10.1186/1471-2164-13-699 Text en Copyright ©2012 Takami et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Takami, Hideto
Taniguchi, Takeaki
Moriya, Yuki
Kuwahara, Tomomi
Kanehisa, Minoru
Goto, Susumu
Evaluation method for the potential functionome harbored in the genome and metagenome
title Evaluation method for the potential functionome harbored in the genome and metagenome
title_full Evaluation method for the potential functionome harbored in the genome and metagenome
title_fullStr Evaluation method for the potential functionome harbored in the genome and metagenome
title_full_unstemmed Evaluation method for the potential functionome harbored in the genome and metagenome
title_short Evaluation method for the potential functionome harbored in the genome and metagenome
title_sort evaluation method for the potential functionome harbored in the genome and metagenome
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541978/
https://www.ncbi.nlm.nih.gov/pubmed/23234305
http://dx.doi.org/10.1186/1471-2164-13-699
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