Overview:
This application is a specialized platform developed for the GSC-3587 project.
It provides comprehensive capabilities for gene expression analysis and high-quality data visualization, mirroring the DESeq2 analysis pipeline (DEseq.R).
Scope of Work:
i. Dimensional Reduction analysis (PCA, UMAP))
ii. Quality control (VST PCA, sample distance, outlier flagging)
iii. Model 1 — Global paired DESeq2 (DSS / HR / Immune cluster contrasts, all samples)
iv. Model 2 — Interaction DESeq2 (Compartment x DSS/HR/Immune cluster)
v. Model 3 — Subset analyses (Epithelium-only, Stroma-only)
Feedback welcome: Alireza Heravi Moussavi at amoussavi@bcgsc.ca
Controls
3D Axes
3D Interactive Space
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Scree Plot — Variance Explained per PC
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Top 50 Gene Loadings (X-axis PC)
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Comparisons
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DEG Summary (|log2FC| > 1, padj < 0.05)
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DEG Results
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Volcano Plot
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Top DEGs log2FC Heatmap
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GO Enrichment Dotplot
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GO Term Table
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KEGG Pathway Dotplot
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KEGG Pathway Table
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GSEA Enrichment Plot
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GSEA Results Table
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Filters
Metadata Table
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