DiChIPMunk : on peaks and on multi-task seqlets and on single-task seqlets
HOMER : on peaks and on multi-task seqlets and on single-task seqlets
MEME : on peaks and on multitask seqlets and on single-task seqlets
Figure A: We show the motifs discovered by DiChIPMunk, HOMER, and MEME. We run these methods on the peaks, or on seqlets (i.e. high-importance windows of sequence identified by the neural network). Note that running these methods on seqlets generally gives a large advantage, which TF-MoDISco seeks to leverage further.
| Motif | Supporting sequences | PWM |
|---|---|---|
| 1 | 2000 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 2000 |
|
| 5 | 1995 |
|
| 6 | 1500 |
|
| 7 | 876 |
|
| 8 | 384 |
|
| 9 | 155 |
|
| 10 | 96 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 15416 |
|
17171 |
|
| 2 | 1232 |
|
709 |
|
| 3 | 610 |
|
156 |
|
| 4 | 76 |
|
||
| 5 | 6 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -146725.478156 |
|
| 2 | -24754.481698 |
|
| 3 | -20714.249089 |
|
| 4 | -20314.247146 |
|
| 5 | -20084.921842 |
|
| 6 | -19130.492734 |
|
| 7 | -11173.241344 |
|
| 8 | -10522.333241 |
|
| 9 | -9545.85851 |
|
| 10 | -7809.784815 |
|
| 11 | -7112.424135 |
|
| 12 | -7049.017079 |
|
| 13 | -6633.531325 |
|
| 14 | -3173.675946 |
|
| 15 | -3051.433404 |
|
| 16 | -2956.363419 |
|
| 17 | -2943.785883 |
|
| 18 | -1914.572044 |
|
| 19 | -1876.553988 |
|
| 20 | -175.683619 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -18373.543608 |
|
-21430.491777 |
|
| 2 | -3314.983075 |
|
-3583.203227 |
|
| 3 | -757.340926 |
|
-763.815635 |
|
| 4 | -714.126495 |
|
-578.448002 |
|
| 5 | -416.160955 |
|
-335.194258 |
|
| 6 | -215.338128 |
|
-218.893126 |
|
| 7 | -175.661622 |
|
-188.679494 |
|
| 8 | -173.626489 |
|
-162.806899 |
|
| 9 | -155.23941 |
|
-140.329398 |
|
| 10 | -125.608987 |
|
-116.316032 |
|
| 11 | -124.832616 |
|
-112.082699 |
|
| 12 | -9.726023 |
|
-78.379635 |
|
| 13 | -3.59732 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 2.7e-58 |
|
| 3 | 2.1e-48 |
|
| 4 | 1.4e-29 |
|
| 5 | 3.6e-22 |
|
| 6 | 2.9e-20 |
|
| 7 | 4.9e-08 |
|
| 8 | 8.2e-05 |
|
| 9 | 3.7e-09 |
|
| 10 | 0.19 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 3.5e-12 |
|
1.2e-27 |
|
| 3 | 300.0 |
|
6700.0 |
|
| 4 | 340.0 |
|
8100.0 |
|
| 5 | 6400.0 |
|
1000000.0 |
|
| 6 | 160000.0 |
|
1300000.0 |
|
| 7 | 200000.0 |
|
1400000.0 |
|
| 8 | 400000.0 |
|
1200000.0 |
|
| 9 | 590000.0 |
|
1400000.0 |
|
| 10 | 880000.0 |
|
2300000.0 |
|