BioinformaticsBioinformaticsPeer-reviewed journal article
ChemGenXplore: An Interactive Tool for Exploring and Analysing Chemical Genomic Data
Huda AhmadiD, Hannah M. DohertyiD, Sam T Benedict, James R. J. HaycocksiD, Ge Zhou, Patrick Joseph MoynihaniD, Danesh MoradigaravandiD, Manuel BanzhafiD
Abstract
MotivationChemical genomics is a useful high-throughput approach to systematically link phenotypes to genotypes. However, the vast datasets generated remain challenging to explore due to the lack of integrated, interactive tools for visualisation and analysis. Existing workflows often require multiple independent software tools, limiting data accessibility and collaboration. Therefore, we created a user-friendly platform that enable efficient exploration and sharing of chemical genomics data. ResultsWe developed ChemGenXplore, a web-based Shiny application designed to streamline the visualisation and analysis of chemical genomic screens. It offers two primary functionalities: one for exploring pre-implemented datasets and another for analysing user-uploaded datasets. ChemGenXplore enables users to visualise phenotypic profiles, assess gene-gene and condition-condition correlations, perform GO and KEGG enrichment analysis, and generate customisable, interactive heatmaps. By consolidating these features into an interactive and accessible tool, ChemGenXplore facilitates data sharing, enhances reproducibility, and promotes collaboration within the research community. Availability and ImplementationChemGenXplore is freely accessible as a web application at https://chemgenxplore.kaust.edu.sa/ and is also available for local deployment via GitHub at https://github.com/Hudaahmadd/ChemGenXplore.
- research focus: benchmarking
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 2
- FWCI
- 2.05
- Field percentile
- top 21%
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