HistoneAnalysisWorkflow

HistoneAnalysisWorkflow analyzes histone post-translational modifications from mass spectrometry data to provide quality control, normalization, statistical analysis, and visualization for quantification of histone PTMs.

Key Features:

• Data Quality Assurance: Implements data quality checks and filtering to address peak integration accuracy, batch-to-batch variability, and noisy mass spectrometry data.
• Normalization and Statistics: Applies normalization methodologies and statistical analyses tailored for histone PTM quantification.
• Visualization Capabilities: Produces visualizations to represent epigenetic modification patterns and analytical results.
• Reproducibility: Enables reproducible computational workflows for histone PTM analysis.
• Integration with Software Tools: Supports data processing using EpiProfile 2.0 and Skyline.

Scientific Applications:

• High-plex PTM quantification: Enables quantification of over 60 histone modification states in a single sample.
• Comparative PTM profiling: Supports exploration of global changes in histone PTMs across different biological contexts.
• Cell line epigenetic signatures: Facilitates quantification of modifications in human cell lines to reveal cell-line-specific epigenetic signatures.

Methodology:

Performs data quality checks and filtering, peak integration, normalization, statistical analysis and validation, and visualization, with processing supported via EpiProfile 2.0 and Skyline.