MultiRNAflow

MultiRNAflow integrates exploratory and supervised statistical analyses of temporal RNA-seq data across multiple biological conditions.

Key Features:

• Unsupervised Analysis: Identifies temporal patterns in RNA-seq data.
• Supervised Analysis: Identifies differentially expressed genes specific to particular conditions.
• Unified Framework: Combines several packages for integrated analysis of complex experimental designs with multiple biological conditions and multiple analysis time-points.

Scientific Applications:

• Temporal Transcriptional Analysis: Analyzes dynamic transcriptional mechanisms in eukaryotic cells using RNA sequencing data.
• Multi-Condition Differential Expression: Identifies condition-specific differentially expressed genes across multiple biological conditions and time-points.

Methodology:

MultiRNAflow is implemented as an R package that combines several existing packages into a unified framework for exploratory and supervised statistical analyses.