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 | 1998 |
|
| 5 | 1688 |
|
| 6 | 803 |
|
| 7 | 458 |
|
| 8 | 294 |
|
| 9 | 225 |
|
| 10 | 229 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 11952 |
|
4710 |
|
| 2 | 1467 |
|
3311 |
|
| 3 | 374 |
|
792 |
|
| 4 | 212 |
|
147 |
|
| 5 | 12 |
|
95 |
|
| 6 | 30 |
|
||
| 7 | 3 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -7493.617169 |
|
| 2 | -5734.193523 |
|
| 3 | -4051.608945 |
|
| 4 | -3972.526911 |
|
| 5 | -2952.038897 |
|
| 6 | -2702.378045 |
|
| 7 | -2566.457013 |
|
| 8 | -2542.357476 |
|
| 9 | -2461.116587 |
|
| 10 | -2220.600672 |
|
| 11 | -1996.837587 |
|
| 12 | -1943.704026 |
|
| 13 | -1333.646648 |
|
| 14 | -1148.077733 |
|
| 15 | -1035.164277 |
|
| 16 | -838.848235 |
|
| 17 | -647.039054 |
|
| 18 | -348.230326 |
|
| 19 | -299.468629 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -7182.466325 |
|
-14598.398386 |
|
| 2 | -4844.250034 |
|
-8324.393816 |
|
| 3 | -759.724284 |
|
-973.737484 |
|
| 4 | -694.202367 |
|
-625.917054 |
|
| 5 | -548.327559 |
|
-411.398726 |
|
| 6 | -234.32898 |
|
-186.211015 |
|
| 7 | -230.105608 |
|
-92.471109 |
|
| 8 | -215.004919 |
|
-87.687181 |
|
| 9 | -127.624198 |
|
-73.868292 |
|
| 10 | -109.911677 |
|
-57.827426 |
|
| 11 | -103.457448 |
|
||
| 12 | -101.77447 |
|
||
| 13 | -49.685662 |
|
||
| 14 | -16.217625 |
|
||
| 15 | -3.758432 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 5.9e-94 |
|
| 2 | 1.7e-31 |
|
| 3 | 1.9e-18 |
|
| 4 | 9.5e-16 |
|
| 5 | 1.4e-13 |
|
| 6 | 6.4e-15 |
|
| 7 | 5.1e-10 |
|
| 8 | 0.0033 |
|
| 9 | 0.0045 |
|
| 10 | 0.21 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 7.1e-197 |
|
0.0 |
|
| 2 | 2.9e-133 |
|
2.2e-266 |
|
| 3 | 1.8e-54 |
|
1.6e-06 |
|
| 4 | 8.2e-19 |
|
160.0 |
|
| 5 | 6.4e-05 |
|
7200.0 |
|
| 6 | 11000.0 |
|
29000.0 |
|
| 7 | 300000.0 |
|
120000.0 |
|
| 8 | 300000.0 |
|
1000000.0 |
|
| 9 | 410000.0 |
|
1000000.0 |
|
| 10 | 440000.0 |
|
1000000.0 |
|