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By fitting the experimental data of the integrated PL intensity as a function of temperature using the Arrhenius equation, (1). the activation energies of the non-radiative recombination centers, EA1 for sample A and B are found to be 25.3 and 40.3 meV.
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Collectively, the temporal gene expression and histoblot data and the suite of tools support diverse types of studies: from simple studies inferring gene expression levels for a particular set of genes to comprehensive systems biology studies involving integration of data from the PDDB with new data and network analysis of the integrated data.
By the types of the integrated data, the integration processes could be roughly divided into two categories.
Our approach can serve as a paradigm for integration of new omics data into preexisting databases and analysis of the integrated data.
One challenge of systems biology is the integration of new data into the preexisting, and then re-interpretation of the integrated data.
Wrappers are software that translate the data sources and provide an abstract, simplified view of the integrated data sources.
Such documentation ensures that future users of the data can fully understand the construction and limitations of the integrated data product, which is required for effective use and extension.
Automated and manual data validity checks are used to ensure the quality of the integrated data.
Results: We have created an integrated dataset for Saccharomyces cerevisiae using the semantic data integration tool Ondex, and have developed a view-based visualization technique that allows for concise graphical representations of the integrated data.
In hierarchical clustering analysis of the integrated data, the three previously identified subgroups of mouse HCC and two subclasses of human HCC were still well separated from each other (Fig. 2).
Through detailed inspection of the integrated data, so called IAM KPIs may be defined acting as thresholds for normal behavior.
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