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 | 1070 |
|
| 2 | 1999 |
|
| 3 | 1999 |
|
| 4 | 2000 |
|
| 5 | 1942 |
|
| 6 | 1451 |
|
| 7 | 848 |
|
| 8 | 343 |
|
| 9 | 155 |
|
| 10 | 101 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 11328 |
|
12195 |
|
| 2 | 3660 |
|
2504 |
|
| 3 | 1447 |
|
1890 |
|
| 4 | 982 |
|
939 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -307127.816077 |
|
| 2 | -50445.162796 |
|
| 3 | -45851.666254 |
|
| 4 | -44681.637221 |
|
| 5 | -34005.653814 |
|
| 6 | -31549.681199 |
|
| 7 | -28422.094033 |
|
| 8 | -19528.438077 |
|
| 9 | -11856.603656 |
|
| 10 | -11317.782032 |
|
| 11 | -11268.274914 |
|
| 12 | -8328.954879 |
|
| 13 | -8176.028438 |
|
| 14 | -7246.900798 |
|
| 15 | -6823.501023 |
|
| 16 | -6363.252908 |
|
| 17 | -3682.923669 |
|
| 18 | -2421.638677 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -28492.808437 |
|
-48387.594002 |
|
| 2 | -3437.098883 |
|
-6885.314716 |
|
| 3 | -1250.025155 |
|
-716.04222 |
|
| 4 | -953.634112 |
|
-263.376972 |
|
| 5 | -687.613618 |
|
-216.107844 |
|
| 6 | -477.432814 |
|
-211.973031 |
|
| 7 | -431.514095 |
|
-185.238262 |
|
| 8 | -429.427114 |
|
-99.629849 |
|
| 9 | -332.6588 |
|
-76.030589 |
|
| 10 | -315.973509 |
|
-67.764653 |
|
| 11 | -283.021199 |
|
-32.109009 |
|
| 12 | -246.705797 |
|
-14.687148 |
|
| 13 | -239.599001 |
|
||
| 14 | -188.290617 |
|
||
| 15 | -162.450308 |
|
||
| 16 | -99.819948 |
|
||
| 17 | -73.60557 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 3.8e-71 |
|
| 3 | 2.4e-42 |
|
| 4 | 2.3e-20 |
|
| 5 | 4.4e-28 |
|
| 6 | 0.003 |
|
| 7 | 0.0086 |
|
| 8 | 2.8 |
|
| 9 | 0.0062 |
|
| 10 | 3.2 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 2.2e-72 |
|
1.4e-168 |
|
| 3 | 2.1e-35 |
|
8.8e-08 |
|
| 4 | 1.6e-32 |
|
24000.0 |
|
| 5 | 1.5e-25 |
|
500000.0 |
|
| 6 | 4.1e-13 |
|
1200000.0 |
|
| 7 | 1.2e-11 |
|
1100000.0 |
|
| 8 | 0.00013 |
|
2400000.0 |
|
| 9 | 0.02 |
|
3100000.0 |
|
| 10 | 54.0 |
|
3100000.0 |
|