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An Enhanced MA Plot with R-Shiny to Ease Exploratory Analysis of Transcriptomic Data

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Abstract

MA plots are used to analyze the genome-wide differences in gene expression between two distinct biological conditions. An MA plot is usually rendered as a static scatter plot. Our interview with 3 experts in genomics showed that we could improve the usability of this plot by adding interactive analytic features. In this work we present the design study of the enhanced MA plot.

The BioVis 2020 workshop program can be found here.

The final paper can be found here

You can try the application online at: https://michaelaupetit.shinyapps.io/EnhancedMAplot_V3/

How to cite this work:

@misc{enhancedMAplot2020, author = {Ali Sheharyar and Talar Boghos Yacoubian and Dina Aljogol and Borbala Mifsud and Dena Al{-}Thani and Micha{"{e}}l Aupetit}, title = {An Enhanced {MA} Plot with {R}-{S}hiny to Ease Exploratory Analysis of Transcriptomic Data}, note = {BioVis at IEEE Vis 2020 Challenges Workshop [Online accessed 4-April-2022]}, year = {2020}, howpublished = "\url{https://arxiv.org/abs/2012.04411}", }