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Interactive Clustered Heat Map Builder: An easy web-based tool for creating sophisticated clustered heat maps.
Michael C Ryan1, Mark Stucky1, Chris Wakefield2
1In Silico Solutions, Fairfax, VA, 22031, USA.
F1000Research
|April 14, 2020
Summary
Researchers can now create publication-quality clustered heat maps for molecular profiling data without bioinformatics expertise. This interactive tool simplifies data transformation, clustering, and visualization for biological studies.
Area of Science:
- Genomics
- Bioinformatics
- Molecular Biology
Background:
- Clustered heat maps are essential for visualizing and interpreting genome-scale molecular profiling data.
- Creating these heat maps typically requires specialized programming skills (e.g., R) and bioinformatics expertise.
Purpose of the Study:
- To develop a user-friendly, web-based tool for generating high-caliber, publication-quality clustered heat maps.
- To empower researchers without bioinformatics experience to perform complex data visualization.
Main Methods:
- Development of an Interactive Heat Map Builder, a web-based platform.
- Implementation of iterative data preparation and map generation stages.
- Integration of hierarchical clustering and data transformation functionalities.
Main Results:
- The tool enables users with no prior bioinformatics experience to construct sophisticated heat maps.
- It facilitates an iterative process, allowing users to refine options and approaches during map creation.
- Generated heat maps can be interactive, offering dynamic exploration of results.
Conclusions:
- The Interactive Heat Map Builder democratizes the creation of complex biological data visualizations.
- It significantly lowers the barrier to entry for generating publication-quality heat maps.
- The tool supports dynamic, interactive exploration of molecular profiling data, enhancing biological interpretation.
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