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GSOC 2021 PROJECT

TumorComparer, updated version

TumorComparer, updated version The TumorComparer is a computational method for the comparison of different cancer types with cancer cell lines by...

Contributor
Siras Hakobyan
Mentors
Rileen Sinha, Augustin Luna
Organization
National Resource for Network Biology (NRNB)Science and medicine
Program
GSoC 2021Completed

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Description from the program archive

<h3>TumorComparer, updated version</h3> <p>The TumorComparer is a computational method for the comparison of different cancer types with cancer cell lines by their cellular profile. This comparison allows finding the closest cell lines for a selected cancer type by molecular profile as well as to detect outliers.</p> <p>The main objectives of the project are:</p> <ul> <li>Expand the package to include new data types</li> <li>Create patient to patient similarity examples on R shiny based platform</li> <li>Provide a network visualization for correlated samples and cell lines</li> </ul> <p>Further updates for the package are:</p> <ul> <li>Implement a function to perform comparison for separate gene sets and make the graphical interface of the function for shiny application</li> <li>Update R shiny application to have better error handling, improved event observers for optimal app performance, and interactive documentation</li> </ul> <p>Finally, an updated version of the package will be capable to analyze new omics data types as well as perform comparisons for separate gene sets. R shiny application will be more optimized and user-friendly.</p>

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Data: Google Summer of Code public archive. This project in the official archive