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Cell functional enviromics: Unravelling the function of environmental factors

BACKGROUND: While functional genomics, focused on gene functions and gene-gene interactions, has become a very active field of research in molecular biology, equivalent methodologies embracing the environment and gene-environment interactions are relatively less developed. Understanding the function...

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Autores principales: Teixeira, Ana P, Dias, João ML, Carinhas, Nuno, Sousa, Marcos, Clemente, João J, Cunha, António E, von Stosch, Moritz, Alves, Paula M, Carrondo, Manuel JT, Oliveira, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3118353/
https://www.ncbi.nlm.nih.gov/pubmed/21645360
http://dx.doi.org/10.1186/1752-0509-5-92
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author Teixeira, Ana P
Dias, João ML
Carinhas, Nuno
Sousa, Marcos
Clemente, João J
Cunha, António E
von Stosch, Moritz
Alves, Paula M
Carrondo, Manuel JT
Oliveira, Rui
author_facet Teixeira, Ana P
Dias, João ML
Carinhas, Nuno
Sousa, Marcos
Clemente, João J
Cunha, António E
von Stosch, Moritz
Alves, Paula M
Carrondo, Manuel JT
Oliveira, Rui
author_sort Teixeira, Ana P
collection PubMed
description BACKGROUND: While functional genomics, focused on gene functions and gene-gene interactions, has become a very active field of research in molecular biology, equivalent methodologies embracing the environment and gene-environment interactions are relatively less developed. Understanding the function of environmental factors is, however, of paramount importance given the complex, interactive nature of environmental and genetic factors across multiple time scales. RESULTS: Here, we propose a systems biology framework, where the function of environmental factors is set at its core. We set forth a "reverse" functional analysis approach, whereby cellular functions are reconstructed from the analysis of dynamic envirome data. Our results show these data sets can be mapped to less than 20 core cellular functions in a typical mammalian cell culture, while explaining over 90% of flux data variance. A functional enviromics map can be created, which provides a template for manipulating the environmental factors to induce a desired phenotypic trait. CONCLUSION: Our results support the feasibility of cellular function reconstruction guided by the analysis and manipulation of dynamic envirome data.
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spelling pubmed-31183532011-06-20 Cell functional enviromics: Unravelling the function of environmental factors Teixeira, Ana P Dias, João ML Carinhas, Nuno Sousa, Marcos Clemente, João J Cunha, António E von Stosch, Moritz Alves, Paula M Carrondo, Manuel JT Oliveira, Rui BMC Syst Biol Research Article BACKGROUND: While functional genomics, focused on gene functions and gene-gene interactions, has become a very active field of research in molecular biology, equivalent methodologies embracing the environment and gene-environment interactions are relatively less developed. Understanding the function of environmental factors is, however, of paramount importance given the complex, interactive nature of environmental and genetic factors across multiple time scales. RESULTS: Here, we propose a systems biology framework, where the function of environmental factors is set at its core. We set forth a "reverse" functional analysis approach, whereby cellular functions are reconstructed from the analysis of dynamic envirome data. Our results show these data sets can be mapped to less than 20 core cellular functions in a typical mammalian cell culture, while explaining over 90% of flux data variance. A functional enviromics map can be created, which provides a template for manipulating the environmental factors to induce a desired phenotypic trait. CONCLUSION: Our results support the feasibility of cellular function reconstruction guided by the analysis and manipulation of dynamic envirome data. BioMed Central 2011-06-06 /pmc/articles/PMC3118353/ /pubmed/21645360 http://dx.doi.org/10.1186/1752-0509-5-92 Text en Copyright ©2011 Teixeira 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 Research Article
Teixeira, Ana P
Dias, João ML
Carinhas, Nuno
Sousa, Marcos
Clemente, João J
Cunha, António E
von Stosch, Moritz
Alves, Paula M
Carrondo, Manuel JT
Oliveira, Rui
Cell functional enviromics: Unravelling the function of environmental factors
title Cell functional enviromics: Unravelling the function of environmental factors
title_full Cell functional enviromics: Unravelling the function of environmental factors
title_fullStr Cell functional enviromics: Unravelling the function of environmental factors
title_full_unstemmed Cell functional enviromics: Unravelling the function of environmental factors
title_short Cell functional enviromics: Unravelling the function of environmental factors
title_sort cell functional enviromics: unravelling the function of environmental factors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3118353/
https://www.ncbi.nlm.nih.gov/pubmed/21645360
http://dx.doi.org/10.1186/1752-0509-5-92
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