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 | 1500 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 2000 |
|
| 5 | 1868 |
|
| 6 | 1025 |
|
| 7 | 362 |
|
| 8 | 206 |
|
| 9 | 147 |
|
| 10 | 119 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 16531 |
|
17179 |
|
| 2 | 1491 |
|
471 |
|
| 3 | 196 |
|
||
| 4 | 16 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -291594.931826 |
|
| 2 | -54502.438114 |
|
| 3 | -32142.946378 |
|
| 4 | -26397.778752 |
|
| 5 | -25124.38768 |
|
| 6 | -17523.756072 |
|
| 7 | -13253.152552 |
|
| 8 | -12895.682545 |
|
| 9 | -6858.753641 |
|
| 10 | -6341.74257 |
|
| 11 | -6044.226912 |
|
| 12 | -4421.26168 |
|
| 13 | -4388.609507 |
|
| 14 | -3964.310459 |
|
| 15 | -3900.859501 |
|
| 16 | -3627.900354 |
|
| 17 | -3323.077616 |
|
| 18 | -2209.055151 |
|
| 19 | -1931.576982 |
|
| 20 | -1430.881191 |
|
| 21 | -1355.044736 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -25751.907028 |
|
-30875.898409 |
|
| 2 | -309.89958 |
|
-2442.688266 |
|
| 3 | -191.53297 |
|
-1499.239701 |
|
| 4 | -190.149506 |
|
-247.91737 |
|
| 5 | -164.58809 |
|
-218.581314 |
|
| 6 | -155.52373 |
|
-153.516381 |
|
| 7 | -115.638092 |
|
-145.6353 |
|
| 8 | -114.174974 |
|
-135.861452 |
|
| 9 | -103.138515 |
|
-110.488555 |
|
| 10 | -87.432735 |
|
-87.290921 |
|
| 11 | -77.974793 |
|
-76.756186 |
|
| 12 | -45.604164 |
|
-48.300253 |
|
| 13 | -40.338788 |
|
-48.199592 |
|
| 14 | -38.985344 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 1.4e-36 |
|
| 3 | 3e-22 |
|
| 4 | 1.9e-16 |
|
| 5 | 4.9e-10 |
|
| 6 | 0.00021 |
|
| 7 | 0.00078 |
|
| 8 | 0.0021 |
|
| 9 | 6.8 |
|
| 10 | 18.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 6.4e-06 |
|
90.0 |
|
| 3 | 4300.0 |
|
16000.0 |
|
| 4 | 16000.0 |
|
2900000.0 |
|
| 5 | 18000.0 |
|
2100000.0 |
|
| 6 | 130000.0 |
|
3600000.0 |
|
| 7 | 460000.0 |
|
4600000.0 |
|
| 8 | 1400000.0 |
|
7300000.0 |
|
| 9 | 2000000.0 |
|
8000000.0 |
|
| 10 | 2400000.0 |
|
8000000.0 |
|