pathlinkR

pathlinkR streamlines RNA-Seq data analysis by facilitating pathway enrichment and network-based analyses of differentially expressed genes from human RNA-Seq data.

Key Features:

• Pathway Enrichment Analysis: Performs pathway enrichment on differentially expressed genes derived from human RNA-Seq data.
• Network-Based Analysis: Conducts network-based analyses to interpret relationships among differentially expressed genes.
• Network Plotting: Generates network plots for visualizing pathway and network analysis results.
• Visualization: Produces publication-quality figures to summarize pathway enrichment and network analysis results.

Scientific Applications:

• Transcriptomic Data Interpretation: Enables efficient extraction of biological meaning from large human RNA-Seq datasets through integrated pathway and network analyses.
• Differential Expression Analysis: Analyzes and interprets differentially expressed genes from human RNA-Seq experiments.

Methodology:

pathlinkR integrates pathway enrichment and network-based analyses in an R package framework; specific computational algorithms and statistical methods are not explicitly detailed in the sources.