A Visual Cross-Database Comparison of Metabolic Networks
نویسندگان
چکیده
Bioinformatics research in general and the exploration of metabolic networks in particular rely on processing data from different sources. Visualization in this context supports the exploration process and helps to evaluate the data quality of the used sources. In this work, we extend our existing metabolic network visualization toolbox and hereby address the fundamental task of comparing metabolic networks from two major bioinformatics resources for the purpose of data validation and verification. This is done on different levels of granularity by providing an overview on retrieval rates of chemical compounds and reactions per pathway on the one hand, as well as giving a detailed insight into the differences in the biochemical reaction networks on the other. We reconstructed different subsets of the metabolism stored at the KEGG Pathway database and compare these networks against the complete metabolic network provided by the MetaCyc branch of the BioCyc database collection. Matches among the sets of chemical compounds and reactions are highlighted and propagated to higher levels of abstraction to infere pathway correspondence between the two resources.
منابع مشابه
Flexible database-assisted graphical representation of metabolic networks for model comparison and the display of experimental data
Intracellular processes in living organisms are described by metabolic models. A visualization of metabolic models assists interpretation of data or analyzing results. We introduce the visualization tool DaViMM creating personalized graphical representations of metabolic networks for model comparison or the display of measurements or analyzing results. The tool is coupled to a relational databa...
متن کاملVisual comparison of metabolic pathways
Biological databases contain a large amount of data about metabolic pathways, in particular about similar pathways in different species. Biologists are familiar with visual representations of metabolic pathways. Pathway diagrams help them to understand the complex relationships between the components of the pathways, to extract information from the data, and to compare pathways between differen...
متن کاملComparison of Metabolic Pathways using Constraint Graph Drawing
Databases contain a large amount of data about metabolic pathways, in particular about similar pathways in different species. Biologists are familiar with visual representations of metabolic pathways. Visualizations help them to understand the complex relationships between the components of the pathways, to extract information from the data, and to compare pathways between different species. Ho...
متن کاملReconstruction of metabolic networks from genome data and analysis of their global structure for various organisms
MOTIVATION Information from fully sequenced genomes makes it possible to reconstruct strain-specific global metabolic network for structural and functional studies. These networks are often very large and complex. To properly understand and analyze the global properties of metabolic networks, methods for rationally representing and quantitatively analyzing their structure are needed. RESULTS ...
متن کاملRepresentation and Analysis of the Status of Indexed Articles of Researchers in Bushehr University of Medical Sciences at the Scopus Database in Social Networks: An Altmetrics Study
Background: As social networks are increasingly used, the research published through social networks should be evaluated. Hence, new measures were employed to examine the scientific effectiveness of social networks. The measurements taken from social networks, called Altmetrics, provide an opportunity to evaluate research. Therefore, this study aimed to investigate the presence of indexed artic...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012