All functions |
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Generate artificial bulk RNA-seq samples based on simulation |
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Compute cell type specific gene expression |
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Generate a scatter plot comparing two differential expression results |
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Generate a scatter plot comparing two gene set enrichment analysis results |
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Statistical evaluations of predicted cell proportions |
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Integration of single-cell/nuclei RNA-seq data as reference |
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Heatmap to demonstrate enrichment of selected gene-sets |
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GSEA random-walk plot |
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Summary plot of gene set enrichment analysis |
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Load, filter and normalize scRNA-seq/snRNA-seq data |
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Prepare .rnk file for GSEA preranked analysis |
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Bar plot of cell type proportions across samples |
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Integrated scRNA-seq reference for breast tissue (subset) |
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Methods to manipulate .gmt files |
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Differential expression analysis |
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Normalization of gene expression data |
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Deconvolution of bulk RNA-seq data |
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Transformation of gene expression data |