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 | 1472 |
|
| 2 | 1135 |
|
| 3 | 1403 |
|
| 4 | 1491 |
|
| 5 | 989 |
|
| 6 | 1660 |
|
| 7 | 1241 |
|
| 8 | 1416 |
|
| 9 | 1601 |
|
| 10 | 1933 |
|
| Motif | Supporting sequences (profile) | PWM (profile) | Supporting sequences (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 12832 |
|
14464 |
|
| 2 | 540 |
|
652 |
|
| 3 | 146 |
|
242 |
|
| 4 | 76 |
|
50 |
|
| 5 | 67 |
|
46 |
|
| 6 | 7 |
|
| Motif | Log enrichment | PWM |
|---|---|---|
| 1 | -76161.145994 |
|
| 2 | -60698.251372 |
|
| 3 | -36680.549049 |
|
| 4 | -33929.5576 |
|
| 5 | -30222.736635 |
|
| 6 | -23703.791551 |
|
| 7 | -23642.99059 |
|
| 8 | -19279.997799 |
|
| 9 | -13115.402999 |
|
| 10 | -12386.162352 |
|
| 11 | -9957.607745 |
|
| 12 | -8281.817186 |
|
| 13 | -5844.961947 |
|
| 14 | -4704.622373 |
|
| 15 | -2418.080112 |
|
| 16 | -1560.00455 |
|
| 17 | -1450.329671 |
|
| 18 | -1433.670137 |
|
| 19 | -813.714215 |
|
| 20 | -786.288997 |
|
| Motif | Log enrichment (profile) | PWM (profile) | Log enrichment (count) | PWM (count) |
|---|---|---|---|---|
| 1 | -12162.831978 |
|
-20684.257699 |
|
| 2 | -9172.809535 |
|
-13649.424228 |
|
| 3 | -2366.924806 |
|
-2726.623695 |
|
| 4 | -2341.159735 |
|
-2278.258693 |
|
| 5 | -1626.51585 |
|
-553.275117 |
|
| 6 | -625.278919 |
|
-524.362227 |
|
| 7 | -238.2497 |
|
-147.93597 |
|
| 8 | -196.148828 |
|
-135.387023 |
|
| 9 | -154.088337 |
|
||
| 10 | -120.043766 |
|
||
| 11 | -90.006849 |
|
||
| 12 | -34.094838 |
|
| Motif | E-value | PWM |
|---|---|---|
| 1 | 2.2e-204 |
|
| 2 | 6.7e-62 |
|
| 3 | 2e-32 |
|
| 4 | 3.3e-37 |
|
| 5 | 3.3e-22 |
|
| 6 | 1.1e-27 |
|
| 7 | 2.8e-12 |
|
| 8 | 2.6e-11 |
|
| 9 | 1.7e-10 |
|
| 10 | 2.4e-09 |
|
| Motif | E-value (profile) | PWM (profile) | E-value (count) | PWM (count) |
|---|---|---|---|---|
| 1 | 0.0 |
|
0.0 |
|
| 2 | 3.4e-235 |
|
2e-318 |
|
| 3 | 2e-42 |
|
3.5e-19 |
|
| 4 | 4.1e-05 |
|
2.4e-06 |
|
| 5 | 0.013 |
|
1.0 |
|
| 6 | 740.0 |
|
1600.0 |
|
| 7 | 93000.0 |
|
190000.0 |
|
| 8 | 130000.0 |
|
2100000.0 |
|
| 9 | 200000.0 |
|
3000000.0 |
|
| 10 | 390000.0 |
|
4000000.0 |
|