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Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana

BACKGROUND: Recent years have seen an explosion in plant genomics, as the difficulties inherent in sequencing and functionally analyzing these biologically and economically significant organisms have been overcome. Arabidopsis thaliana, a versatile model organism, represents an opportunity to evalua...

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Autores principales: Pop, Ana, Huttenhower, Curtis, Iyer-Pascuzzi, Anjali, Benfey, Philip N, Troyanskaya, Olga G
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3023688/
https://www.ncbi.nlm.nih.gov/pubmed/21194434
http://dx.doi.org/10.1186/1752-0509-4-180
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author Pop, Ana
Huttenhower, Curtis
Iyer-Pascuzzi, Anjali
Benfey, Philip N
Troyanskaya, Olga G
author_facet Pop, Ana
Huttenhower, Curtis
Iyer-Pascuzzi, Anjali
Benfey, Philip N
Troyanskaya, Olga G
author_sort Pop, Ana
collection PubMed
description BACKGROUND: Recent years have seen an explosion in plant genomics, as the difficulties inherent in sequencing and functionally analyzing these biologically and economically significant organisms have been overcome. Arabidopsis thaliana, a versatile model organism, represents an opportunity to evaluate the predictive power of biological network inference for plant functional genomics. RESULTS: Here, we provide a compendium of functional relationship networks for Arabidopsis thaliana leveraging data integration based on over 60 microarray, physical and genetic interaction, and literature curation datasets. These include tissue, biological process, and development stage specific networks, each predicting relationships specific to an individual biological context. These biological networks enable the rapid investigation of uncharacterized genes in specific tissues and developmental stages of interest and summarize a very large collection of A. thaliana data for biological examination. We found validation in the literature for many of our predicted networks, including those involved in disease resistance, root hair patterning, and auxin homeostasis. CONCLUSIONS: These context-specific networks demonstrate that highly specific biological hypotheses can be generated for a diversity of individual processes, developmental stages, and plant tissues in A. thaliana. All predicted functional networks are available online at http://function.princeton.edu/arathGraphle.
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spelling pubmed-30236882011-01-20 Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana Pop, Ana Huttenhower, Curtis Iyer-Pascuzzi, Anjali Benfey, Philip N Troyanskaya, Olga G BMC Syst Biol Research Article BACKGROUND: Recent years have seen an explosion in plant genomics, as the difficulties inherent in sequencing and functionally analyzing these biologically and economically significant organisms have been overcome. Arabidopsis thaliana, a versatile model organism, represents an opportunity to evaluate the predictive power of biological network inference for plant functional genomics. RESULTS: Here, we provide a compendium of functional relationship networks for Arabidopsis thaliana leveraging data integration based on over 60 microarray, physical and genetic interaction, and literature curation datasets. These include tissue, biological process, and development stage specific networks, each predicting relationships specific to an individual biological context. These biological networks enable the rapid investigation of uncharacterized genes in specific tissues and developmental stages of interest and summarize a very large collection of A. thaliana data for biological examination. We found validation in the literature for many of our predicted networks, including those involved in disease resistance, root hair patterning, and auxin homeostasis. CONCLUSIONS: These context-specific networks demonstrate that highly specific biological hypotheses can be generated for a diversity of individual processes, developmental stages, and plant tissues in A. thaliana. All predicted functional networks are available online at http://function.princeton.edu/arathGraphle. BioMed Central 2010-12-31 /pmc/articles/PMC3023688/ /pubmed/21194434 http://dx.doi.org/10.1186/1752-0509-4-180 Text en Copyright ©2010 Pop et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (<url>http://creativecommons.org/licenses/by/2.0</url>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pop, Ana
Huttenhower, Curtis
Iyer-Pascuzzi, Anjali
Benfey, Philip N
Troyanskaya, Olga G
Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title_full Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title_fullStr Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title_full_unstemmed Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title_short Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana
title_sort integrated functional networks of process, tissue, and developmental stage specific interactions in arabidopsis thaliana
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3023688/
https://www.ncbi.nlm.nih.gov/pubmed/21194434
http://dx.doi.org/10.1186/1752-0509-4-180
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