Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1782206463302696960 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3118353 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT teixeiraanap cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT diasjoaoml cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT carinhasnuno cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT sousamarcos cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT clementejoaoj cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT cunhaantonioe cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT vonstoschmoritz cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT alvespaulam cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT carrondomanueljt cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors AT oliveirarui cellfunctionalenviromicsunravellingthefunctionofenvironmentalfactors |