flowBeads

flowBeads analyzes and normalizes bead-based data for high-throughput assays by extending flowCore functionality within the Bioconductor/R ecosystem.

Key Features:

• Integration with flowCore: Extends foundational functionalities of the flowCore package to support bead-based experiments.
• Automation and normalization: Automates analysis workflows for bead data including normalization steps required for high-throughput experiments.
• Bioconductor/R implementation: Implemented in R and distributed within the Bioconductor project to enable interoperability with other Bioconductor packages.

Scientific Applications:

• Gene Expression Profiling: Facilitates normalization and analysis of bead array data used for measuring gene expression across many samples.
• Proteomics and Metabolomics Studies: Processes and aids interpretation of bead-based assays used to quantify proteins and metabolites.

Methodology:

Implemented in R within the Bioconductor framework using statistical programming; package components undergo initial review and continuous automated testing.