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. 2021 Jul 7;1:694324. doi: 10.3389/fbinf.2021.694324

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Copyright © 2021 Parker Cates, Facciuolo, Hogan, Griebel, Napper and Kusalik.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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EPIphany Workflow and User-Interface. (A) EPIphany provides an easy-to-use interface for uploading data, selecting data preparation methods, (B) performing primary analyses to determine the most differentially reactive peptides, and (C) generating plots to examine data characteristics (PCA plot, M/V plot, etc.). (D) Additionally, EPIphany offers follow-on, targeted data visualizations using user-specified data subsets. All the features can be accessed and executed without the need for any higher-level computational expertise. (E) Sample table displaying the first five rows of the CSV file that is provided to the user after synoptic analysis of uploaded datasets.