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RCPA: an open-source R package for data processing, differential analysis, consensus pathway analysis, and visualization3 years ago
Introduction | Module 1: Data processing | Processing Affymetrix and Agilent microarray data | Download and process GSE5281 with affymetrix protocol: | Download and process GSE61196 with agilent technology: | Download and process RNA-Seq read counts | Module 2 : Differential analysis | DE analysis using an Affymetrix dataset | DE analysis using an Agilent dataset | DE analysis using an RNA-Seq dataset | Quality Control of DE Analysis Results | Module 3 : System-level Analysis | Non-Topology-Based Pathway Analysis | Topology-Based Pathway Analysis | Module 4 : Integrative Analysis and Visualization | Gene-Level Meta Analysis | Pathway-Level Meta Analysis | Pathway-Level Consensus Analysis | Stage 5 : Visualization | Venn Diagram | Volcano Plot | Bar Chart | Forest Plot | Pathway Heatmap | Gene Heatmap | KEGG Pathway Map | Pathway Network
scDHA package manual5 years ago
Introduction | Installation | Install scDHA package and other requirements | Install other necessary packages | Analysis on Goolam dataset | Clustering | Visualization | Time trajectory inference | Cell classification