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 | 1583 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 1998 |
|
| 5 | 1716 |
|
| 6 | 892 |
|
| 7 | 306 |
|
| 8 | 133 |
|
| 9 | 66 |
|
| 10 | 38 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 14328 |
|
15366 |
|
| 2 | 1944 |
|
1411 |
|
| 3 | 130 |
|
566 |
|
| 4 | 217 |
|
64 |
|
| 5 | 19 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -367721.313159 |
|
| 2 | -38726.651545 |
|
| 3 | -35546.102324 |
|
| 4 | -32631.1019 |
|
| 5 | -31196.658102 |
|
| 6 | -28332.562998 |
|
| 7 | -27739.112337 |
|
| 8 | -26063.37567 |
|
| 9 | -25865.824514 |
|
| 10 | -25699.647195 |
|
| 11 | -18478.525811 |
|
| 12 | -11531.977783 |
|
| 13 | -9834.719688 |
|
| 14 | -8736.637496 |
|
| 15 | -5399.90479 |
|
| 16 | -4260.051235 |
|
| 17 | -2885.93604 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -26105.607384 |
|
-32821.675302 |
|
| 2 | -5071.214162 |
|
-4789.529564 |
|
| 3 | -2872.56494 |
|
-2406.850402 |
|
| 4 | -1838.722913 |
|
-1459.869264 |
|
| 5 | -1413.278758 |
|
-1453.410622 |
|
| 6 | -1392.371729 |
|
-1261.145129 |
|
| 7 | -1304.129419 |
|
-897.173809 |
|
| 8 | -1199.1706 |
|
-583.278248 |
|
| 9 | -1179.756776 |
|
-469.198865 |
|
| 10 | -925.267598 |
|
-451.51599 |
|
| 11 | -854.220211 |
|
-247.585263 |
|
| 12 | -670.783189 |
|
-169.897988 |
|
| 13 | -590.614988 |
|
-144.715234 |
|
| 14 | -489.551069 |
|
||
| 15 | -464.306745 |
|
||
| 16 | -302.336492 |
|
||
| 17 | -55.085766 |
|
||
| 18 | -28.911924 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 4.4e-127 |
|
| 3 | 2.3e-109 |
|
| 4 | 1.2e-50 |
|
| 5 | 1.8e-34 |
|
| 6 | 8.9e-30 |
|
| 7 | 1.1e-17 |
|
| 8 | 1.6e-18 |
|
| 9 | 8e-12 |
|
| 10 | 1.8e-08 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 3.9e-134 |
|
2.1e-111 |
|
| 3 | 4.4e-69 |
|
3e-66 |
|
| 4 | 2.1e-37 |
|
6.3e-18 |
|
| 5 | 9.5e-35 |
|
2.1e-12 |
|
| 6 | 3.2e-29 |
|
6.6e-13 |
|
| 7 | 4.4e-26 |
|
1.1e-07 |
|
| 8 | 2.2e-16 |
|
0.0046 |
|
| 9 | 1e-09 |
|
3.3 |
|
| 10 | 3.8e-06 |
|
36.0 |
|