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 | 1591 |
|
| 2 | 1370 |
|
| 3 | 1265 |
|
| 4 | 1136 |
|
| 5 | 2000 |
|
| 6 | 1964 |
|
| 7 | 1996 |
|
| 8 | 1834 |
|
| 9 | 1309 |
|
| 10 | 880 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 8394 |
|
13335 |
|
| 2 | 3417 |
|
521 |
|
| 3 | 231 |
|
148 |
|
| 4 | 94 |
|
26 |
|
| 5 | 7 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 8416 |
|
5061 |
|
| 2 | 4899 |
|
6565 |
|
| 3 | 891 |
|
728 |
|
| 4 | 277 |
|
49 |
|
| 5 | 120 |
|
19 |
|
| 6 | 56 |
|
8 |
|
| 7 | 5 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -8055.415521 |
|
| 2 | -7975.518967 |
|
| 3 | -3974.837573 |
|
| 4 | -3726.419515 |
|
| 5 | -3523.024257 |
|
| 6 | -2549.010314 |
|
| 7 | -2077.621794 |
|
| 8 | -1904.31643 |
|
| 9 | -1202.693285 |
|
| 10 | -981.417032 |
|
| 11 | -954.252954 |
|
| 12 | -607.658811 |
|
| 13 | -597.760123 |
|
| 14 | -353.589465 |
|
| 15 | -332.713943 |
|
| 16 | -302.491784 |
|
| 17 | -238.635023 |
|
| 18 | -190.403025 |
|
| 19 | -182.918164 |
|
| 20 | -158.151617 |
|
| 21 | -152.42107 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -9376.739817 |
|
-15879.466193 |
|
| 2 | -8834.555369 |
|
-12264.649961 |
|
| 3 | -2901.475201 |
|
-3441.563234 |
|
| 4 | -2832.268546 |
|
-2878.977455 |
|
| 5 | -1004.878283 |
|
-2165.659666 |
|
| 6 | -486.196411 |
|
-474.705779 |
|
| 7 | -442.727448 |
|
-391.694744 |
|
| 8 | -439.289759 |
|
-143.501548 |
|
| 9 | -235.217722 |
|
-139.883128 |
|
| 10 | -204.403123 |
|
-138.5968 |
|
| 11 | -190.492407 |
|
||
| 12 | -108.811831 |
|
||
| 13 | -106.849874 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -10709.729807 |
|
-16857.019365 |
|
| 2 | -10287.256111 |
|
-14544.483952 |
|
| 3 | -3346.486443 |
|
-2655.541696 |
|
| 4 | -2571.20172 |
|
-1226.68211 |
|
| 5 | -1486.671144 |
|
-246.102625 |
|
| 6 | -396.114694 |
|
-219.589507 |
|
| 7 | -258.063442 |
|
-143.198906 |
|
| 8 | -207.445861 |
|
-128.595074 |
|
| 9 | -204.932324 |
|
-104.867012 |
|
| 10 | -204.932324 |
|
-95.613948 |
|
| 11 | -156.842699 |
|
-78.786599 |
|
| 12 | -134.077579 |
|
-46.035493 |
|
| 13 | -91.576205 |
|
||
| 14 | -64.910024 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 2.6e-169 |
|
| 2 | 8.3e-75 |
|
| 3 | 6.3e-52 |
|
| 4 | 3.7e-19 |
|
| 5 | 1.2e-13 |
|
| 6 | 9.6e-14 |
|
| 7 | 4.5e-13 |
|
| 8 | 9.1e-08 |
|
| 9 | 2.6e-07 |
|
| 10 | 0.006 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 1.6e-198 |
|
0.0 |
|
| 3 | 7.2e-51 |
|
4.8e-50 |
|
| 4 | 1.1e-50 |
|
1.5e-25 |
|
| 5 | 0.15 |
|
180.0 |
|
| 6 | 31000.0 |
|
150.0 |
|
| 7 | 53000.0 |
|
290.0 |
|
| 8 | 110000.0 |
|
14000.0 |
|
| 9 | 250000.0 |
|
740000.0 |
|
| 10 | 1700000.0 |
|
470000.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 1.5e-243 |
|
0.0 |
|
| 3 | 2.6e-40 |
|
3.3e-46 |
|
| 4 | 2.4e-16 |
|
1.6 |
|
| 5 | 0.00019 |
|
660.0 |
|
| 6 | 6600.0 |
|
3100.0 |
|
| 7 | 26000.0 |
|
22000.0 |
|
| 8 | 7300.0 |
|
1200000.0 |
|
| 9 | 400000.0 |
|
1300000.0 |
|
| 10 | 180000.0 |
|
2500000.0 |
|