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Journal Articles PLoS ONE Year : 2021

FaDA: A web application for regular laboratory data analyses


Web-based data analysis and visualization tools are mostly designed for specific purposes, such as the analysis of data from whole transcriptome RNA sequencing or single-cell RNA sequencing. However, generic tools designed for the analysis of common laboratory data for noncomputational scientists are also needed. The importance of such web-based tools is emphasized by the continuing increases in the sample capacity of conventional laboratory tools such as quantitative PCR, flow cytometry or ELISA instruments. We present a web-based application FaDA, developed with the R Shiny package that provides users with the ability to perform statistical group comparisons, including parametric and nonparametric tests, with multiple testing corrections suitable for most standard wet-laboratory analyses. FaDA provides data visualizations such as heatmaps, principal component analysis (PCA) plots, correlograms and receiver operating curves (ROCs). Calculations are performed through the R language. The FaDA application provides a free and intuitive interface that allows biologists without bioinformatic skill to easily and quickly perform common laboratory data analyses. The application is freely accessible at https://shiny-bird.univ-nantes.fr/app/Fada .

Dates and versions

hal-03547713 , version 1 (28-01-2022)



Richard Danger, Quentin Moiteaux, Yodit Feseha, Estelle Geffard, Gérard Ramstein, et al.. FaDA: A web application for regular laboratory data analyses. PLoS ONE, 2021, 16 (12), pp.e0261083. ⟨10.1371/journal.pone.0261083⟩. ⟨hal-03547713⟩
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