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Signaling datasets were analyzed and plotted using Datarail, an opensource MATLAB (MathWorks, Natick, MA) toolbox.
The microarray datasets were analyzed and a matrix was constructed to determine distribution of variants.
Image datasets were analyzed and 3D reconstructions created using Amira 3.0 software.
All systems biology datasets were analyzed and visualized in the context of the web executable, interoperable Gaggle data analysis environment [ 38] and other existing online database tools.
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This is a highly robust community approach to support a fundamental paradigm shift in the way microbial genomic datasets are analyzed and interpreted.
We shall first describe how the different large scale datasets are analyzed and combined, using different computational tools in order to infer initial alternatives for the network assembly of the pathway.
TCGA ovarian cancer dataset was analyzed and extracted using a web-based tool (http://www.cbioportal.org/public-portal/) [ 2].
A real microarray dataset is analyzed, and the Gene Ontology Term Finder is used to evaluate the biological meaning of the resulting clusters.
Any modeling for such situations will depend on the specific dataset being analyzed and the biological plausibility of the potential assumptions.
The discovery that levels of genetic diversity vary across taxa did not affect microbial ecology as it did evolutionary microbiology, as this field has widely given up the usage of species as biological units in favor of OTUs, which can be defined based on the dataset being analyzed and are by definition not universal.
To obtain the best assembly, numerous assemblers and sequencing datasets were analyzed, combined, and compared.
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