MaGIC RNA-Seq Tool

Welcome to the RNA-seq tool by the Molecular and Genomics Informatics Core (MaGIC)!


Step 1: Data Upload

Start by uploading your RNA-seq dataset. This step requires properly formatted data such as raw count tables or preprocessed expression matrices. Ensure the data includes samples as columns and genes as rows for optimal processing.

Step 2: Differential Expression

Perform differential expression analysis to identify genes that are significantly upregulated or downregulated between your experimental conditions. Adjust parameters such as normalization method and statistical thresholds to tailor the analysis to your specific experiment.

Step 3: Visualize

Explore and interpret the results of your analysis with interactive visualizations. Generate heatmaps, PCA plots, volcano plots, and more to uncover biological patterns, validate findings, and present your data effectively.

Input Data



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Comparisons



Significant genes in comparison

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Volcano Plot Options

You most likely shouldnt be changing these settings.

Generally the X axis would be your expression comparator such as log2FoldChange

Generally the Y axis would be your significance such as padj


Expression Plot Options


Venn Diagram Options


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Plot Options


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Plot Options

Caution: Heatmaps may take a while to generate. We recommend changing the settings in one action instead of multiple



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ORA and KEGG Only notes**



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Gene Set Enrichment Table

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Over Representation Analysis Table

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