Workflows
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Workflow for the second half of the "Bulk RNA Deconvolution with MuSiC" tutorial.
Implements the "Estimation of cell type proportions with pre-grouping of cell types" section
Associated Tutorial
This workflows is part of the tutorial Bulk RNA Deconvolution with MuSiC, available in the GTN
Features
- Includes [Galaxy Workflow ...
Workflow for the first half of the "Bulk RNA Deconvolution with MuSiC" tutorial.
Associated Tutorial
This workflows is part of the tutorial Bulk RNA Deconvolution with MuSiC, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a [Galaxy ...
This workflow uses the decoupler tool in Galaxy to generate pseudobulk counts from an annotated AnnData file obtained from scRNA-seq analysis. Following the pseudobulk step, differential expression genes (DEG) are calculated using the edgeR tool. The workflow also includes data sanitation steps to ensure smooth operation of edgeR and minimizing potential issues. Additionally, a Volcano plot tool is used to visualize the results after the DEG analysis.
Associated Tutorial
This workflows is part ...
Associated Tutorial
This workflows is part of the tutorial Evaluating Reference Data for Bulk RNA Deconvolution, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a [Galaxy Workflow ...
Associated Tutorial
This workflows is part of the tutorial Evaluating Reference Data for Bulk RNA Deconvolution, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a [Galaxy Workflow ...
Associated Tutorial
This workflows is part of the tutorial Evaluating Reference Data for Bulk RNA Deconvolution, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a [Galaxy Workflow ...
Associated Tutorial
This workflows is part of the tutorial Evaluating Reference Data for Bulk RNA Deconvolution, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a [Galaxy Workflow ...