VirtualPlant: A Software Platform to Support Systems Biology Research
Top Cited Papers
Open Access
- 9 December 2009
- journal article
- Published by Oxford University Press (OUP) in Plant Physiology
- Vol. 152 (2) , 500-515
- https://doi.org/10.1104/pp.109.147025
Abstract
Data generation is no longer the limiting factor in advancing biological research. In addition, data integration, analysis, and interpretation have become key bottlenecks and challenges that biologists conducting genomic research face daily. To enable biologists to derive testable hypotheses from the increasing amount of genomic data, we have developed the VirtualPlant software platform. VirtualPlant enables scientists to visualize, integrate, and analyze genomic data from a systems biology perspective. VirtualPlant integrates genome-wide data concerning the known and predicted relationships among genes, proteins, and molecules, as well as genome-scale experimental measurements. VirtualPlant also provides visualization techniques that render multivariate information in visual formats that facilitate the extraction of biological concepts. Importantly, VirtualPlant helps biologists who are not trained in computer science to mine lists of genes, microarray experiments, and gene networks to address questions in plant biology, such as: What are the molecular mechanisms by which internal or external perturbations affect processes controlling growth and development? We illustrate the use of VirtualPlant with three case studies, ranging from querying a gene of interest to the identification of gene networks and regulatory hubs that control seed development. Whereas the VirtualPlant software was developed to mine Arabidopsis (Arabidopsis thaliana) genomic data, its data structures, algorithms, and visualization tools are designed in a species-independent way. VirtualPlant is freely available at www.virtualplant.org.Keywords
This publication has 62 references indexed in Scilit:
- Browsing Multidimensional Molecular Networks with the Generic Network Browser (N‐Browse)Current Protocols in Bioinformatics, 2008
- Systems approach identifies an organic nitrogen-responsive gene network that is regulated by the master clock control gene CCA1Proceedings of the National Academy of Sciences, 2008
- Cell-specific nitrogen responses mediate developmental plasticityProceedings of the National Academy of Sciences, 2008
- Differential binding of calmodulin-related proteins to their targets revealed through high-density Arabidopsis protein microarraysProceedings of the National Academy of Sciences, 2007
- A gene expression map of Arabidopsis thaliana developmentNature Genetics, 2005
- Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experimentsPublished by Wiley ,2004
- Network biology: understanding the cell's functional organizationNature Reviews Genetics, 2004
- NASCArrays: a repository for microarray data generated by NASC's transcriptomics serviceNucleic Acids Research, 2004
- The Arabidopsis Information Resource (TAIR): a model organism database providing a centralized, curated gateway to Arabidopsis biology, research materials and communityNucleic Acids Research, 2003
- BIND: the Biomolecular Interaction Network DatabaseNucleic Acids Research, 2003