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 | 1396 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 2000 |
|
| 5 | 1998 |
|
| 6 | 1449 |
|
| 7 | 905 |
|
| 8 | 366 |
|
| 9 | 137 |
|
| 10 | 80 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 13888 |
|
15707 |
|
| 2 | 610 |
|
1339 |
|
| 3 | 257 |
|
258 |
|
| 4 | 60 |
|
||
| 5 | 4 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -306111.741258 |
|
| 2 | -123604.307655 |
|
| 3 | -21408.187883 |
|
| 4 | -16682.593248 |
|
| 5 | -14072.582474 |
|
| 6 | -13894.197608 |
|
| 7 | -10036.292549 |
|
| 8 | -7060.34086 |
|
| 9 | -6934.439804 |
|
| 10 | -5406.126196 |
|
| 11 | -4281.610399 |
|
| 12 | -3634.586113 |
|
| 13 | -3160.922292 |
|
| 14 | -1995.432834 |
|
| 15 | -1578.722351 |
|
| 16 | -971.124861 |
|
| 17 | -838.346898 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -18933.715156 |
|
-24017.207002 |
|
| 2 | -11251.876068 |
|
-9067.072277 |
|
| 3 | -1400.196008 |
|
-2032.832396 |
|
| 4 | -1300.859605 |
|
-1926.760452 |
|
| 5 | -1059.917349 |
|
-590.828626 |
|
| 6 | -961.363771 |
|
-321.114812 |
|
| 7 | -948.416878 |
|
-155.938258 |
|
| 8 | -877.632038 |
|
-69.568308 |
|
| 9 | -864.841293 |
|
-28.446319 |
|
| 10 | -738.370347 |
|
||
| 11 | -726.784355 |
|
||
| 12 | -470.945934 |
|
||
| 13 | -366.959044 |
|
||
| 14 | -211.759541 |
|
||
| 15 | -208.728321 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 5.6e-31 |
|
| 3 | 3.7e-21 |
|
| 4 | 7.5e-12 |
|
| 5 | 3.2e-07 |
|
| 6 | 0.00019 |
|
| 7 | 4.1 |
|
| 8 | 0.029 |
|
| 9 | 0.0017 |
|
| 10 | 37.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 3.8e-61 |
|
1.3e-46 |
|
| 3 | 6.4e-56 |
|
2.6e-22 |
|
| 4 | 9.1e-27 |
|
5e-09 |
|
| 5 | 3.3e-17 |
|
2.1e-06 |
|
| 6 | 8.8e-18 |
|
4.1 |
|
| 7 | 9.3e-19 |
|
36.0 |
|
| 8 | 2.3e-10 |
|
0.65 |
|
| 9 | 2.3e-10 |
|
950.0 |
|
| 10 | 2.3e-10 |
|
410000.0 |
|