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 | 1999 |
|
| 2 | 1999 |
|
| 3 | 2000 |
|
| 4 | 1991 |
|
| 5 | 1457 |
|
| 6 | 806 |
|
| 7 | 327 |
|
| 8 | 233 |
|
| 9 | 164 |
|
| 10 | 149 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 13791 |
|
15320 |
|
| 2 | 2871 |
|
828 |
|
| 3 | 1 |
|
327 |
|
| 4 | 76 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 14822 |
|
16415 |
|
| 2 | 2381 |
|
578 |
|
| 3 | 27 |
|
365 |
|
| 4 | 90 |
|
||
| 5 | 3 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -14811.669255 |
|
| 2 | -2262.504839 |
|
| 3 | -1655.661515 |
|
| 4 | -1573.874629 |
|
| 5 | -1525.714944 |
|
| 6 | -1440.47381 |
|
| 7 | -1350.837097 |
|
| 8 | -1241.826475 |
|
| 9 | -889.705435 |
|
| 10 | -724.579627 |
|
| 11 | -644.48201 |
|
| 12 | -584.411184 |
|
| 13 | -531.210184 |
|
| 14 | -389.762449 |
|
| 15 | -197.800717 |
|
| 16 | -162.016746 |
|
| 17 | -133.095745 |
|
| 18 | -125.42164 |
|
| 19 | -32.77851 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -16294.093301 |
|
-22905.122406 |
|
| 2 | -2729.277953 |
|
-3936.703991 |
|
| 3 | -2618.641785 |
|
-2547.267213 |
|
| 4 | -1846.340478 |
|
-1848.181126 |
|
| 5 | -1616.12744 |
|
-1397.233024 |
|
| 6 | -1491.90145 |
|
-234.143343 |
|
| 7 | -1187.199377 |
|
-206.955719 |
|
| 8 | -1147.269561 |
|
-163.323455 |
|
| 9 | -1048.575019 |
|
-77.792313 |
|
| 10 | -1035.123845 |
|
-62.947934 |
|
| 11 | -834.764443 |
|
-42.764518 |
|
| 12 | -702.517617 |
|
||
| 13 | -567.537746 |
|
||
| 14 | -413.705224 |
|
||
| 15 | -288.911249 |
|
||
| 16 | -284.176741 |
|
||
| 17 | -158.191128 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -19533.856114 |
|
-24496.100044 |
|
| 2 | -1575.283189 |
|
-8630.748023 |
|
| 3 | -1508.866154 |
|
-1159.839492 |
|
| 4 | -1506.538858 |
|
-1117.18163 |
|
| 5 | -1162.420609 |
|
-863.323119 |
|
| 6 | -927.049762 |
|
-181.905662 |
|
| 7 | -780.607575 |
|
-99.371908 |
|
| 8 | -687.019113 |
|
-81.299105 |
|
| 9 | -656.644688 |
|
-23.580465 |
|
| 10 | -570.959424 |
|
||
| 11 | -537.462636 |
|
||
| 12 | -424.323379 |
|
||
| 13 | -411.708375 |
|
||
| 14 | -383.07863 |
|
||
| 15 | -332.335075 |
|
||
| 16 | -223.832966 |
|
||
| 17 | -132.772601 |
|
||
| 18 | -37.329637 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 8.4e-280 |
|
| 3 | 1.8e-78 |
|
| 4 | 3.8e-37 |
|
| 5 | 2.5e-17 |
|
| 6 | 1.8e-14 |
|
| 7 | 2.5e-09 |
|
| 8 | 4.3e-08 |
|
| 9 | 2.3 |
|
| 10 | 130.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 1.3e-128 |
|
1e-82 |
|
| 3 | 1.7e-61 |
|
4.1e-25 |
|
| 4 | 2.8e-63 |
|
0.35 |
|
| 5 | 1.1e-35 |
|
4.6 |
|
| 6 | 1.7e-32 |
|
11000.0 |
|
| 7 | 6.3e-29 |
|
24000.0 |
|
| 8 | 2.3e-20 |
|
25000.0 |
|
| 9 | 2.3e-20 |
|
560000.0 |
|
| 10 | 2.3e-20 |
|
980000.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 8.4e-47 |
|
1.7e-20 |
|
| 3 | 3.2e-44 |
|
3.3e-13 |
|
| 4 | 3.2e-44 |
|
15000.0 |
|
| 5 | 3.2e-44 |
|
670000.0 |
|
| 6 | 3.2e-44 |
|
1100000.0 |
|
| 7 | 3.2e-44 |
|
1100000.0 |
|
| 8 | 3.2e-44 |
|
1100000.0 |
|
| 9 | 3.2e-44 |
|
1200000.0 |
|
| 10 | 3.2e-44 |
|
1500000.0 |
|