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 | 1275 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 2000 |
|
| 5 | 1920 |
|
| 6 | 1401 |
|
| 7 | 764 |
|
| 8 | 156 |
|
| 9 | 113 |
|
| 10 | 104 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 11908 |
|
13073 |
|
| 2 | 2682 |
|
2300 |
|
| 3 | 1356 |
|
1241 |
|
| 4 | 221 |
|
||
| 5 | 62 |
|
||
| 6 | 12 |
|
||
| 7 | 1 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -43924.253226 |
|
| 2 | -22476.566358 |
|
| 3 | -21983.511583 |
|
| 4 | -19659.683056 |
|
| 5 | -15899.22324 |
|
| 6 | -15687.715595 |
|
| 7 | -15500.055741 |
|
| 8 | -15185.340334 |
|
| 9 | -14972.158611 |
|
| 10 | -14082.480119 |
|
| 11 | -7716.265069 |
|
| 12 | -7707.491061 |
|
| 13 | -7590.304878 |
|
| 14 | -5970.892404 |
|
| 15 | -4901.186619 |
|
| 16 | -4503.259141 |
|
| 17 | -3259.965522 |
|
| 18 | -2915.899931 |
|
| 19 | -2606.213559 |
|
| 20 | -1384.749579 |
|
| 21 | -773.636378 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -17497.615409 |
|
-23016.95018 |
|
| 2 | -2881.483617 |
|
-3945.148993 |
|
| 3 | -613.740578 |
|
-658.755194 |
|
| 4 | -414.902713 |
|
-508.755435 |
|
| 5 | -387.195435 |
|
-489.288386 |
|
| 6 | -364.308635 |
|
-411.636982 |
|
| 7 | -341.629161 |
|
-348.460353 |
|
| 8 | -271.597769 |
|
-243.349151 |
|
| 9 | -253.230409 |
|
-229.118289 |
|
| 10 | -223.037096 |
|
-140.382066 |
|
| 11 | -218.689418 |
|
-137.534609 |
|
| 12 | -217.913133 |
|
-130.14735 |
|
| 13 | -144.319896 |
|
-87.023074 |
|
| 14 | -119.620313 |
|
-79.06119 |
|
| 15 | -107.107825 |
|
-55.4632 |
|
| 16 | -59.516327 |
|
-45.301032 |
|
| 17 | -47.303774 |
|
||
| 18 | -22.069904 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 2.4e-42 |
|
| 2 | 9.9e-46 |
|
| 3 | 1.7e-35 |
|
| 4 | 4.6e-31 |
|
| 5 | 9.8e-10 |
|
| 6 | 1.8e-05 |
|
| 7 | 0.18 |
|
| 8 | 0.85 |
|
| 9 | 0.0092 |
|
| 10 | 180.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 7.6e-70 |
|
2.9e-140 |
|
| 3 | 4.9e-49 |
|
5.8e-05 |
|
| 4 | 2e-35 |
|
220.0 |
|
| 5 | 7e-07 |
|
12000.0 |
|
| 6 | 3100.0 |
|
1200.0 |
|
| 7 | 6100.0 |
|
1000000.0 |
|
| 8 | 10000.0 |
|
1700000.0 |
|
| 9 | 12000.0 |
|
1200000.0 |
|
| 10 | 250000.0 |
|
2400000.0 |
|