Releases: JasonLinjc/varTFBridge
Releases · JasonLinjc/varTFBridge
v1.0.0 — Initial Release
varTFBridge v1.0.0
First public release of varTFBridge, an integrative framework combining TF footprinting data with genome-wide association analyses to identify causal noncoding variants and elucidate their regulatory mechanisms.
Pipelines
- Common variant pipeline (9 steps): liftover → credible set filtering → footprint overlap → VAR2TFBS → variant-to-gene linking → AlphaGenome scoring → linkage table → TF ChIP annotation
- Rare variant pipeline (4 steps): driver variant identification → variant-to-gene linking → AlphaGenome scoring → linkage table
- End-to-end runner scripts with
--from,--only, and--skip-alphagoptions
Key Components
- VAR2TFBS: FIMO-based motif scanning to classify variant effects on TF binding (Create/Disrupt/Increase/Decrease/Unchange)
- ABC-FP-Max: Footprint-to-gene linkage via Activity-by-Contact scoring adapted for TF footprints
- AlphaGenome integration: Batch variant effect scoring with checkpoint/resume support
- Linkage tables: Integrated variant → TF → gene → trait maps
Results
Using 490,640 UK Biobank whole-genome sequences across 13 erythroid traits:
- K562 FOODIE footprints show ~70-fold heritability enrichment (comprising <0.5% of the genome)
- 209 common variants and 18 rare variants linked to TF binding sites and target genes
- 207 unique target genes identified
- Case study: rs112233623 → GATA1/TAL1 co-binding disruption → CCND3 regulation → RBC count variation
Data
- FOODIE footprints for K562 and GM12878
- JASPAR motif files
- ABC-FP model predictions
- Reference data and liftover chains