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 | 2000 |
|
| 2 | 2000 |
|
| 3 | 2000 |
|
| 4 | 2000 |
|
| 5 | 1834 |
|
| 6 | 1309 |
|
| 7 | 729 |
|
| 8 | 435 |
|
| 9 | 60 |
|
| 10 | 15 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 11806 |
|
11574 |
|
| 2 | 4271 |
|
2133 |
|
| 3 | 123 |
|
830 |
|
| 4 | 305 |
|
||
| 5 | 87 |
|
||
| 6 | 9 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -127476.602057 |
|
| 2 | -77036.818529 |
|
| 3 | -41243.245245 |
|
| 4 | -30194.621916 |
|
| 5 | -28815.620578 |
|
| 6 | -28056.551328 |
|
| 7 | -21290.168001 |
|
| 8 | -13225.85025 |
|
| 9 | -11038.180029 |
|
| 10 | -8358.63964 |
|
| 11 | -7621.770444 |
|
| 12 | -6991.920754 |
|
| 13 | -6560.214983 |
|
| 14 | -5647.480327 |
|
| 15 | -4059.435137 |
|
| 16 | -3600.632222 |
|
| 17 | -2748.178085 |
|
| 18 | -2404.086176 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -15174.493821 |
|
-30249.259754 |
|
| 2 | -10894.634499 |
|
-19212.626499 |
|
| 3 | -657.820865 |
|
-5729.869945 |
|
| 4 | -535.831698 |
|
-1277.76844 |
|
| 5 | -476.492531 |
|
-290.018885 |
|
| 6 | -389.455308 |
|
-98.391808 |
|
| 7 | -386.675848 |
|
-50.714083 |
|
| 8 | -368.337618 |
|
-14.239598 |
|
| 9 | -366.689234 |
|
||
| 10 | -310.693878 |
|
||
| 11 | -261.548278 |
|
||
| 12 | -256.168426 |
|
||
| 13 | -224.260075 |
|
||
| 14 | -197.660513 |
|
||
| 15 | -184.105109 |
|
||
| 16 | -165.880935 |
|
||
| 17 | -76.12137 |
|
||
| 18 | -49.124062 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 0.0 |
|
| 2 | 1.5e-127 |
|
| 3 | 7.5e-39 |
|
| 4 | 7e-31 |
|
| 5 | 1.7e-19 |
|
| 6 | 4.6e-19 |
|
| 7 | 2.1e-09 |
|
| 8 | 2.2e-10 |
|
| 9 | 1.7e-06 |
|
| 10 | 0.00046 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 6.8e-267 |
|
0.0 |
|
| 3 | 7.4e-42 |
|
2.5e-15 |
|
| 4 | 1.5e-12 |
|
6.2e-13 |
|
| 5 | 1.5e-10 |
|
5.7 |
|
| 6 | 0.24 |
|
25000.0 |
|
| 7 | 3.7 |
|
48000.0 |
|
| 8 | 4.9 |
|
150000.0 |
|
| 9 | 11.0 |
|
660000.0 |
|
| 10 | 5.4 |
|
1100000.0 |
|