Tag: MSigDB
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How to Analyze Single-Cell RNA-seq Data – Complete Beginner’s Guide Part 5: Cell Type-Specific Differential Expression, Proportion Testing, and Functional Pathway Analysis
Introduction: From Cell Types to Biological Mechanisms In Parts 1-4 of this tutorial series, we’ve taken scRNA-seq data from raw sequencing reads through quality control, integration, clustering, and cell type annotation. We now have a beautifully annotated dataset where every cell has a biological identity (CD4+ T cells, monocytes, etc.) and metadata linking it to…
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How to Analyze RNAseq Data for Absolute Beginners Part 5: From DEGs to Pathways – Best Practices
Introduction After completing the data preparation, statistical testing, and visualization steps, we’re finally ready to explore the biological significance of our RNA sequencing data. As biologists, this is the moment we’ve been waiting for – but how do we make sense of the hundreds or thousands of differentially expressed genes (DEGs) we’ve identified? Living organisms…
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Categories
- ATAC-seq (9)
- bulk RNA-seq (27)
- chromatin accessibility (14)
- Database (4)
- Epigenetics (14)
- Genomics (12)
- HPC (6)
- Insights (1)
- Metagenomics (1)
- RNA-seq (20)
- Scientific Programming (6)
- Single Cell Sequencing (29)
- Transcriptomics (28)
Recent Posts
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 9: GWAS Variant Enrichment with COVID-19 Host Genetics and gchromVAR
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 8: Cell-Type-Specific Peak Recalling with MACS3 and Co-Accessibility with Cicero
- Bioinformatics Isn’t Dead. The Pipeline-Runner Is.
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 7: Genome-Wide Differential TF Activity with chromVAR and limma
Tags
Alternative Splicing Analysis ATAC-seq BAM ChIP-seq chromatin accessibility DESeq2 Differential Expression edgeR FASTQ GATK Mutect2 gene expression GSE282769 heatmap HOMER HPC Isoform limma MACS2 miRNA miRNA-seq MSigDB Normalization PBMC scATAC-seq COVID-19 peak calling Pixi bioinformatics environment RNA-seq single-cell epigenomics beginners guide somatic mutations Transcript whole genome sequencing