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 | 1997 |
|
| 2 | 2000 |
|
| 3 | 1998 |
|
| 4 | 1544 |
|
| 5 | 984 |
|
| 6 | 319 |
|
| 7 | 137 |
|
| 8 | 33 |
|
| 9 | 5 |
|
| 10 | 5 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 12923 |
|
4277 |
|
| 2 | 8 |
|
2067 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 12156 |
|
10717 |
|
| 2 | 336 |
|
92 |
|
| 3 | 46 |
|
30 |
|
| 4 | 16 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -10888.049614 |
|
| 2 | -3485.777536 |
|
| 3 | -3001.75274 |
|
| 4 | -1622.750287 |
|
| 5 | -1450.806529 |
|
| 6 | -1287.530224 |
|
| 7 | -1244.846245 |
|
| 8 | -1161.151518 |
|
| 9 | -1028.585781 |
|
| 10 | -848.443252 |
|
| 11 | -773.31655 |
|
| 12 | -692.374299 |
|
| 13 | -639.294284 |
|
| 14 | -589.69215 |
|
| 15 | -504.972748 |
|
| 16 | -482.946947 |
|
| 17 | -262.076663 |
|
| 18 | -251.011458 |
|
| 19 | -234.227751 |
|
| 20 | -215.976919 |
|
| 21 | -114.245673 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -16538.070375 |
|
-18278.020962 |
|
| 2 | -4918.597906 |
|
-4793.207169 |
|
| 3 | -1261.63266 |
|
-1416.148655 |
|
| 4 | -992.007368 |
|
-488.046198 |
|
| 5 | -437.314528 |
|
-246.617339 |
|
| 6 | -425.677478 |
|
-189.735585 |
|
| 7 | -385.489588 |
|
-140.503475 |
|
| 8 | -362.516034 |
|
-116.684335 |
|
| 9 | -241.366276 |
|
-112.012346 |
|
| 10 | -178.527919 |
|
-99.488555 |
|
| 11 | -153.358495 |
|
-46.699194 |
|
| 12 | -153.358495 |
|
-35.071077 |
|
| 13 | -148.983351 |
|
-14.233553 |
|
| 14 | -128.8418 |
|
||
| 15 | -127.288991 |
|
||
| 16 | -114.484501 |
|
||
| 17 | -100.423222 |
|
||
| 18 | -91.229142 |
|
||
| 19 | -89.86758 |
|
||
| 20 | -89.86758 |
|
||
| 21 | -82.150436 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -15274.750288 |
|
-18046.242573 |
|
| 2 | -6100.589312 |
|
-7304.745018 |
|
| 3 | -4950.172585 |
|
-6727.907813 |
|
| 4 | -2479.00352 |
|
-1936.448323 |
|
| 5 | -1383.950435 |
|
-1218.310607 |
|
| 6 | -388.662859 |
|
-718.857229 |
|
| 7 | -333.225728 |
|
-378.266759 |
|
| 8 | -202.497091 |
|
-298.189751 |
|
| 9 | -142.932442 |
|
-122.696785 |
|
| 10 | -142.932442 |
|
-68.134192 |
|
| 11 | -73.015983 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 2.1e-184 |
|
| 3 | 1.6e-158 |
|
| 4 | 2.8e-72 |
|
| 5 | 1e-59 |
|
| 6 | 3.2e-17 |
|
| 7 | 2.7e-13 |
|
| 8 | 6.4e-13 |
|
| 9 | 0.0061 |
|
| 10 | 0.019 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 1.6e-206 |
|
0.0 |
|
| 3 | 3.1e-98 |
|
4.3e-312 |
|
| 4 | 1.9e-30 |
|
8200000.0 |
|
| 5 | 3.8e-29 |
|
8000000.0 |
|
| 6 | 3.9e-21 |
|
6300000.0 |
|
| 7 | 1.5e-13 |
|
12000000.0 |
|
| 8 | 1.2e-08 |
|
12000000.0 |
|
| 9 | 0.00014 |
|
12000000.0 |
|
| 10 | 1.1 |
|
14000000.0 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 0.0 |
|
0.0 |
|
| 3 | 1.1e-278 |
|
0.0 |
|
| 4 | 2.2e-168 |
|
1.1e-224 |
|
| 5 | 1.3e-19 |
|
8.9e-15 |
|
| 6 | 3.6e-08 |
|
7.5e-06 |
|
| 7 | 1.9e-06 |
|
920000.0 |
|
| 8 | 1000.0 |
|
990000.0 |
|
| 9 | 9200.0 |
|
4300000.0 |
|
| 10 | 26000.0 |
|
5400000.0 |
|