jaspar-motifslisted
Install: claude install-skill ammawla/encode-toolkit
# Using JASPAR Transcription Factor Binding Profiles with ENCODE ChIP-seq Data
Integrate JASPAR position weight matrices (PWMs) with ENCODE ChIP-seq peaks to validate TF binding targets, discover co-binding partners, and scan regulatory elements for TF binding potential.
## Scientific Rationale
**The question**: "Does the expected TF binding motif appear in my ENCODE ChIP-seq peaks, and what other TF motifs are enriched?"
ENCODE TF ChIP-seq experiments identify where a transcription factor binds in the genome, but the peak coordinates alone do not confirm direct DNA binding or reveal the binding sequence specificity. JASPAR provides curated position weight matrices (PWMs) — mathematical representations of TF binding preferences — that enable two critical analyses:
1. **Target validation**: If CTCF ChIP-seq peaks are enriched for the CTCF motif (JASPAR MA0139.1), the experiment worked correctly. If they are NOT enriched, something may be wrong with the antibody, crosslinking, or peak calling.
2. **Co-factor discovery**: Motif enrichment analysis in ChIP-seq peaks often reveals motifs for co-binding TFs that were not the ChIP target, uncovering regulatory complexes.
### What JASPAR Provides
- **900+ curated TF binding profiles** across 7 taxonomic groups
- **Position Frequency Matrices (PFMs)**, Position Weight Matrices (PWMs), and sequence logos
- **Multiple profile versions** reflecting binding mode diversity
- **Quality scores** (based on validation evidence)
- **Tax