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Jaze8 edited this page Mar 25, 2019
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Welcome to the Single-cell-RNA-seq wiki!
You will find here a short description of the modules available to run a single-cell RNA-seq analysis with Eoulsan. For a first use of Eoulsan, please refer to the tutorials available in the wiki of the core Eoulsan GitHub.
Here is a concise view of all the single-cells dedicated modules :
Level | Workflow | Step | Module |
---|---|---|---|
Preprocessing | SmartSeq2 | Extracts a metadata table from the design file | reducer |
Preprocessing | SmartSeq2 | Extracts genes metadata from the annotation file | featuresmetadataextractor |
Preprocessing | SmartSeq2 | Merges expression files from unique cells | matrixcreator |
Preprocessing | 10xGenomics | Create a whitelist of "true" cell barcodes | umiwhitelist |
Preprocessing | 10xGenomics | Extract cell barcodes / UMI | umiextract |
Preprocessing | 10xGenomics | Assign reads to genes | featurecounts |
Preprocessing | 10xGenomics | Count unique reads per genes per cell | umicount |
Analysis | SmartSeq2 | Quality filtering of cells (MAD) | MAD-filtering |
Analysis | SmartSeq2 | Quality filtering of cells (saturation) | saturation-filtering |
Analysis | SmartSeq2 | Quality filtering of cells (thresholds) | threshold-filtering |
Analysis | SmartSeq2 | Normalization | scpoolednormalization |
Analysis | SmartSeq2 | Normalization (TPM/CPM) | tpm or cpm |
Analysis | SmartSeq2 | Cells clustering with Seurat | clustering-seurat |
Analysis | SmartSeq2 | Differential expression with SCDE | scde |
Analysis | SmartSeq2 | Lineage reconstruction with Monocle | lineage-monocle |