|
32 | 32 |
|
33 | 33 | | Step | Count | Genes | Filter | |
34 | 34 | |------|-------|-------|--------| |
35 | | -| K562 FOODIE footprints | 188,484 | — | All footprints tested in burden analysis | |
36 | | -| Significant footprints | 24 | — | Burden test Bonferroni (p < 2.65e-07) | |
37 | | -| MAC > 30 footprints | 21 | — | At least one LOO variant with MAC > 30 | |
38 | | -| Driver variants (LOO) | 21 | — | Best leave-one-out variant per footprint | |
39 | | -| VAR2TFBS (FIMO hit) | 19 | — | Variant falls within a TF motif | |
40 | | -| Var-to-Gene | 19 | 15 | ABC-FP-Max gene assignment (ABC.Score > 0.015) | |
41 | | -| **rarevar2grn (final)** | **19** | **15** | **Full linkage table** | |
| 35 | +| K562 FOODIE footprints tested | 177,270 | — | Footprints with rare variants in burden analysis | |
| 36 | +| Significant footprints | 24 | — | Burden test Bonferroni (p < 2.82e-07) | |
| 37 | +| MAC > 30 footprints | 23 | — | At least one LOO variant with MAC > 30 | |
| 38 | +| Driver variants (LOO) | 23 | — | Best leave-one-out variant per footprint | |
| 39 | +| VAR2TFBS (FIMO hit) | 19 | — | Variant falls within a TF motif (4 lost) | |
| 40 | +| Var-to-Gene | 19 | 15 | ABC-FP-Max gene assignment | |
| 41 | +| **rarevar2grn (ABC filtered)** | **18** | **14** | **ABC.Score > 0.015** | |
42 | 42 |
|
43 | | -### Rare variant TFBS altered |
| 43 | +### Rare variant TFBS altered (before ABC filter) |
44 | 44 |
|
45 | 45 | - **143** unique variant–TF pairs across **99** TFs |
46 | 46 | - TF binding change: Create (60), Disrupt (55), Decrease (20), Increase (8) |
47 | 47 |
|
48 | 48 | ### Rare variant filtering strategy |
49 | 49 |
|
50 | | -1. **Burden test**: Rare variant burden test across 188,484 K562 FOODIE footprints per trait. Significance determined by Bonferroni correction: -log10(0.05 / 188,484) = 6.58. |
| 50 | +1. **Burden test**: Rare variant burden test across 177,270 K562 FOODIE footprints per trait. Significance determined by Bonferroni correction: -log10(0.05 / 177,270) = 6.55. |
51 | 51 | 2. **MAC > 30**: Footprints must contain at least one rare variant with minor allele count > 30 in the leave-one-out (LOO) analysis, ensuring sufficient statistical power. |
52 | 52 | 3. **Driver variant identification**: For each significant footprint, the LOO variant with the strongest effect (largest drop in burden test significance upon removal) is selected as the driver. |
53 | | -4. **FIMO motif scanning**: Driver variant position must fall within a JASPAR TF binding motif hit. 2 driver variants are lost at this step (no motif at variant position). |
54 | | -5. **ABC-FP-Max gene assignment**: Each driver variant is linked to its top target gene via ABC model (ABC.Score > 0.015). 1 variant loses its gene link at this step (best ABC = 0.012, below threshold), but all 19 variants with FIMO hits are retained because they all have ABC.Score > 0.015. |
| 53 | +4. **FIMO motif scanning**: Driver variant position must fall within a JASPAR TF binding motif hit. 4 driver variants are lost at this step (no motif at variant position). |
| 54 | +5. **ABC-FP-Max gene assignment**: Each driver variant is linked to its top target gene via ABC model. 1 variant (DRAGEN:chr16:318854:T:C → PDIA2) has ABC.Score = 0.012, below the 0.015 threshold. |
0 commit comments