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 | 1990 |
|
| 6 | 1544 |
|
| 7 | 793 |
|
| 8 | 140 |
|
| 9 | 68 |
|
| 10 | 31 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 14229 |
|
16223 |
|
| 2 | 1869 |
|
443 |
|
| 3 | 126 |
|
562 |
|
| 4 | 161 |
|
220 |
|
| 5 | 27 |
|
154 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -48910.158375 |
|
| 2 | -11824.930597 |
|
| 3 | -11494.939357 |
|
| 4 | -11149.601106 |
|
| 5 | -6447.744677 |
|
| 6 | -5329.996021 |
|
| 7 | -4992.024603 |
|
| 8 | -4815.852278 |
|
| 9 | -4756.028322 |
|
| 10 | -4651.386911 |
|
| 11 | -3856.21393 |
|
| 12 | -3449.569113 |
|
| 13 | -3329.182058 |
|
| 14 | -1757.689223 |
|
| 15 | -1425.704159 |
|
| 16 | -1367.114275 |
|
| 17 | -1196.552479 |
|
| 18 | -113.655103 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -10297.669779 |
|
-22700.529179 |
|
| 2 | -2474.474508 |
|
-3253.760885 |
|
| 3 | -932.002366 |
|
-678.209638 |
|
| 4 | -813.202564 |
|
-438.355184 |
|
| 5 | -801.475269 |
|
-385.385288 |
|
| 6 | -464.385333 |
|
-299.820779 |
|
| 7 | -445.964683 |
|
-190.438943 |
|
| 8 | -305.860978 |
|
-161.639031 |
|
| 9 | -168.672248 |
|
-146.510865 |
|
| 10 | -133.049201 |
|
-72.314789 |
|
| 11 | -71.610113 |
|
-25.654716 |
|
| 12 | -46.511454 |
|
-18.564337 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 1.2e-312 |
|
| 2 | 8.6e-76 |
|
| 3 | 6.2e-67 |
|
| 4 | 5.7e-37 |
|
| 5 | 1.7e-33 |
|
| 6 | 0.00053 |
|
| 7 | 0.11 |
|
| 8 | 1.9e-06 |
|
| 9 | 10.0 |
|
| 10 | 72.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 1.6e-67 |
|
3.2e-89 |
|
| 3 | 0.42 |
|
3.0 |
|
| 4 | 3.7 |
|
42.0 |
|
| 5 | 150.0 |
|
3200.0 |
|
| 6 | 150.0 |
|
3800.0 |
|
| 7 | 150.0 |
|
6300.0 |
|
| 8 | 150.0 |
|
65000.0 |
|
| 9 | 1400.0 |
|
110000.0 |
|
| 10 | 3300.0 |
|
350000.0 |
|