accessibility-aggregation

What problem does it solve?

This Skill consolidates chromatin accessibility data from multiple ENCODE experiments into a unified, high-confidence map, addressing the challenge of integrating diverse open chromatin datasets.

Core Features & Use Cases

• Data Integration: Merges ATAC-seq and DNase-seq peaks across experiments for a tissue or cell type.
• Quality Control: Filters peaks based on blacklist regions, signal value thresholds, and experimental QC metrics.
• Use Case: Create a comprehensive map of liver enhancer regions by aggregating all available ENCODE ATAC-seq and DNase-seq datasets, aiding in regulatory annotation.

Quick Start

Use the accessibility-aggregation skill to combine open chromatin peaks from ENCODE experiments in your tissue of interest and analyze their high-confidence regulatory regions.