date generated: 2021-02-09

Background

Mitch performs unidimensional and multidimensional gene set enrichment analysis. The concept behind this dates to work by Cox and Mann (https://doi.org/10.1186/1471-2105-13-S16-S12). This implementation is suited to R based workflows of multi-omics datasets. This software was developed by Antony Kaspi and Mark Ziemann. Learn more about Mitch at the website: https://github.com/markziemann/Mitch

Input profiles

Here is the first few lines of the input profile.

##                x
## STK25   15.96852
## CCDC80  15.13535
## TLR4   -11.86789
## TFB2M  -10.84115
## SH2B3  -10.74626
## MRGBP  -10.27617

Here are some metrics about the input data profile:

Profile metrics
Profile metrics
num_genesets 566
num_genes_in_profile 15982
duplicated_genes_present 0
num_profile_genes_in_sets 7716
num_profile_genes_not_in_sets 8266

Here is a plot of the input profiles. Note the dynamic ranges.

Here is the contour plot of the profile including all detected genes.

Input genesets

Here are some metrics about the gene sets used: GMT file of genesets: starBaseV3.gmt

Gene sets metrics
Gene sets metrics
num_genesets 566
num_genesets_excluded 73
num_genesets_included 493

Differential pathway expression


Interactive enrichment scatterplot

Significance is calculated by -log10(p-value). All points shown are FDR<0.05.

Significance is calculated by -log10(p-value). Top N sets shown irrespective of FDR.

Results table

Top N= 10 gene sets

set setSize pANOVA s.dist p.adjustANOVA
hsa-miR-101-3p 849 3.00e-100 -0.430 1.60e-97
hsa-miR-144-3p 888 1.86e-40 -0.265 4.58e-38
hsa-miR-423-5p 342 1.28e-24 -0.323 2.11e-22
hsa-miR-654-5p 212 2.41e-21 -0.378 2.96e-19
hsa-miR-1321 344 3.19e-21 -0.297 3.14e-19
hsa-miR-491-5p 377 5.19e-21 -0.283 4.27e-19
hsa-miR-485-5p 370 2.22e-20 -0.281 1.45e-18
hsa-miR-185-5p 509 2.36e-20 -0.240 1.45e-18
hsa-miR-541-3p 237 5.05e-20 -0.346 2.77e-18
hsa-miR-497-5p 1139 1.28e-19 -0.161 5.49e-18


Results (complete table)


Click HERE to show results for all gene sets

Complete results
set setSize pANOVA s.dist p.adjustANOVA
hsa-miR-101-3p 849 3.00e-100 -0.430000 1.60e-97
hsa-miR-144-3p 888 1.86e-40 -0.265000 4.58e-38
hsa-miR-423-5p 342 1.28e-24 -0.323000 2.11e-22
hsa-miR-654-5p 212 2.41e-21 -0.378000 2.96e-19
hsa-miR-1321 344 3.19e-21 -0.297000 3.14e-19
hsa-miR-491-5p 377 5.19e-21 -0.283000 4.27e-19
hsa-miR-485-5p 370 2.22e-20 -0.281000 1.45e-18
hsa-miR-185-5p 509 2.36e-20 -0.240000 1.45e-18
hsa-miR-541-3p 237 5.05e-20 -0.346000 2.77e-18
hsa-miR-497-5p 1139 1.28e-19 -0.161000 5.49e-18
hsa-miR-424-5p 1149 1.29e-19 -0.160000 5.49e-18
hsa-miR-582-5p 504 1.34e-19 -0.236000 5.49e-18
hsa-miR-16-5p 1109 8.65e-18 -0.154000 3.28e-16
hsa-miR-15b-5p 1113 9.83e-18 -0.154000 3.46e-16
hsa-miR-15a-5p 1130 4.10e-17 -0.150000 1.35e-15
hsa-miR-195-5p 1110 4.91e-17 -0.151000 1.51e-15
hsa-miR-214-3p 724 1.15e-16 -0.182000 3.35e-15
hsa-miR-124-3p 858 5.48e-15 -0.158000 1.50e-13
hsa-miR-613 418 1.64e-14 -0.219000 4.26e-13
hsa-miR-206 449 2.20e-14 -0.211000 5.42e-13
hsa-miR-139-5p 309 2.77e-14 -0.252000 6.51e-13
hsa-miR-1-3p 439 2.90e-14 -0.212000 6.51e-13
hsa-miR-7-5p 502 3.14e-14 -0.199000 6.73e-13
hsa-miR-671-5p 211 4.22e-14 -0.302000 8.67e-13
hsa-miR-1286 189 7.57e-14 -0.316000 1.49e-12
hsa-miR-650 227 1.84e-13 -0.284000 3.48e-12
hsa-miR-27b-3p 1040 6.89e-13 -0.133000 1.26e-11
hsa-miR-708-5p 249 1.09e-12 -0.262000 1.91e-11
hsa-miR-27a-3p 1044 1.44e-12 -0.131000 2.44e-11
hsa-miR-103a-3p 784 1.72e-12 -0.149000 2.75e-11
hsa-miR-107 777 1.73e-12 -0.150000 2.75e-11
hsa-miR-506-3p 801 2.24e-12 -0.147000 3.46e-11
hsa-miR-128-3p 824 2.77e-12 -0.144000 4.14e-11
hsa-miR-449a 430 4.09e-12 -0.196000 5.93e-11
hsa-miR-138-5p 294 1.00e-11 -0.231000 1.41e-10
hsa-miR-34a-5p 435 1.05e-11 -0.191000 1.44e-10
hsa-miR-28-5p 247 1.18e-11 -0.251000 1.58e-10
hsa-miR-665 295 1.48e-11 -0.229000 1.91e-10
hsa-miR-449b-5p 414 2.61e-11 -0.192000 3.30e-10
hsa-miR-4731-5p 129 3.67e-11 -0.338000 4.52e-10
hsa-miR-330-5p 348 3.88e-11 -0.207000 4.67e-10
hsa-miR-34c-5p 416 8.45e-11 -0.186000 9.92e-10
hsa-miR-625-5p 193 1.37e-10 -0.268000 1.57e-09
hsa-miR-326 282 2.42e-10 -0.220000 2.71e-09
hsa-miR-204-5p 303 2.73e-10 -0.211000 2.99e-09
hsa-miR-3184-5p 94 7.60e-10 -0.367000 8.14e-09
hsa-miR-9-5p 526 8.86e-10 -0.157000 9.30e-09
hsa-miR-1197 204 2.19e-09 -0.243000 2.25e-08
hsa-miR-211-5p 305 2.62e-09 -0.199000 2.63e-08
hsa-miR-22-3p 391 2.78e-09 -0.176000 2.74e-08
hsa-miR-493-5p 333 3.92e-09 -0.188000 3.79e-08
hsa-miR-125b-5p 381 5.65e-09 -0.174000 5.36e-08
hsa-miR-766-5p 80 9.03e-09 -0.372000 8.40e-08
hsa-miR-125a-5p 362 9.52e-09 -0.176000 8.69e-08
hsa-miR-19b-3p 897 1.01e-08 -0.114000 8.99e-08
hsa-miR-520e 787 1.02e-08 -0.121000 8.99e-08
hsa-miR-3681-3p 355 1.10e-08 -0.177000 9.50e-08
hsa-miR-18a-5p 322 1.20e-08 -0.185000 1.02e-07
hsa-miR-197-3p 235 1.39e-08 -0.215000 1.16e-07
hsa-miR-132-3p 536 1.41e-08 -0.144000 1.16e-07
hsa-miR-302e 704 1.59e-08 -0.126000 1.28e-07
hsa-miR-30d-5p 894 1.95e-08 -0.112000 1.55e-07
hsa-miR-30a-5p 909 2.05e-08 -0.111000 1.61e-07
hsa-miR-19a-3p 896 2.35e-08 -0.111000 1.81e-07
hsa-miR-212-3p 539 2.90e-08 -0.140000 2.20e-07
hsa-miR-372-3p 734 3.69e-08 -0.120000 2.73e-07
hsa-miR-331-3p 79 3.71e-08 -0.358000 2.73e-07
hsa-miR-24-3p 401 5.14e-08 -0.159000 3.73e-07
hsa-miR-330-3p 362 5.39e-08 -0.167000 3.81e-07
hsa-miR-30c-5p 889 5.43e-08 -0.108000 3.81e-07
hsa-miR-302a-3p 733 5.48e-08 -0.119000 3.81e-07
hsa-miR-760 179 6.68e-08 -0.234000 4.58e-07
hsa-miR-324-3p 105 7.28e-08 -0.304000 4.92e-07
hsa-miR-194-5p 397 7.97e-08 -0.157000 5.31e-07
hsa-miR-30b-5p 853 8.42e-08 -0.109000 5.53e-07
hsa-miR-873-5p 417 8.65e-08 -0.153000 5.61e-07
hsa-miR-30e-5p 870 9.09e-08 -0.108000 5.82e-07
hsa-miR-520d-3p 754 9.27e-08 -0.115000 5.86e-07
hsa-miR-122-5p 222 1.26e-07 -0.206000 7.87e-07
hsa-miR-1271-5p 466 1.45e-07 -0.143000 8.91e-07
hsa-miR-520a-3p 742 1.64e-07 -0.114000 9.98e-07
hsa-miR-520b 753 2.09e-07 -0.112000 1.26e-06
hsa-miR-302d-3p 694 2.34e-07 -0.116000 1.39e-06
hsa-miR-133a-3p 287 2.40e-07 -0.178000 1.41e-06
hsa-miR-1252-5p 196 2.77e-07 -0.213000 1.61e-06
hsa-miR-320a 730 2.87e-07 -0.112000 1.65e-06
hsa-miR-320b 734 2.93e-07 -0.112000 1.66e-06
hsa-miR-147a 251 3.05e-07 -0.188000 1.71e-06
hsa-miR-149-5p 300 3.34e-07 -0.172000 1.85e-06
hsa-miR-4319 238 3.48e-07 -0.192000 1.91e-06
hsa-miR-320c 708 3.73e-07 -0.113000 2.02e-06
hsa-miR-133b 286 3.85e-07 -0.175000 2.06e-06
hsa-miR-520c-3p 763 3.88e-07 -0.109000 2.06e-06
hsa-miR-18b-5p 310 3.94e-07 -0.168000 2.07e-06
hsa-miR-4739 88 4.26e-07 -0.312000 2.21e-06
hsa-miR-526b-3p 663 5.13e-07 -0.115000 2.63e-06
hsa-miR-548o-3p 468 5.73e-07 -0.135000 2.91e-06
hsa-miR-302b-3p 682 5.91e-07 -0.113000 2.97e-06
hsa-miR-532-3p 230 8.75e-07 -0.189000 4.36e-06
hsa-miR-3150a-3p 67 9.58e-07 -0.346000 4.71e-06
hsa-miR-296-5p 110 9.64e-07 -0.271000 4.71e-06
hsa-miR-96-5p 545 9.92e-07 -0.123000 4.79e-06
hsa-miR-377-3p 414 1.12e-06 -0.140000 5.34e-06
hsa-miR-320d 710 1.18e-06 -0.108000 5.62e-06
hsa-miR-588 192 1.31e-06 -0.203000 6.12e-06
hsa-miR-129-5p 757 1.32e-06 -0.104000 6.12e-06
hsa-miR-373-3p 676 1.40e-06 -0.109000 6.47e-06
hsa-miR-26a-5p 691 1.48e-06 -0.108000 6.74e-06
hsa-miR-346 136 1.49e-06 -0.239000 6.76e-06
hsa-miR-1914-3p 46 1.51e-06 -0.410000 6.77e-06
hsa-miR-302c-3p 716 1.58e-06 -0.106000 7.02e-06
hsa-miR-328-3p 149 1.84e-06 -0.227000 8.09e-06
hsa-miR-370-3p 228 2.01e-06 -0.183000 8.76e-06
hsa-miR-4784 65 2.17e-06 -0.340000 9.39e-06
hsa-miR-361-3p 95 2.21e-06 -0.281000 9.45e-06
hsa-miR-4735-3p 126 2.29e-06 -0.244000 9.74e-06
hsa-miR-92a-3p 676 2.84e-06 -0.106000 1.20e-05
hsa-miR-513a-5p 660 3.47e-06 -0.106000 1.45e-05
hsa-miR-92b-3p 672 3.58e-06 -0.105000 1.48e-05
hsa-miR-5195-3p 205 4.10e-06 -0.187000 1.68e-05
hsa-miR-143-3p 336 4.12e-06 -0.147000 1.68e-05
hsa-miR-5194 54 4.24e-06 -0.362000 1.71e-05
hsa-miR-26b-5p 684 5.29e-06 -0.103000 2.12e-05
hsa-miR-31-5p 303 5.49e-06 -0.152000 2.18e-05
hsa-miR-4262 236 6.07e-06 -0.171000 2.39e-05
hsa-miR-493-3p 121 6.32e-06 -0.238000 2.47e-05
hsa-miR-503-5p 361 6.46e-06 -0.139000 2.51e-05
hsa-miR-216a-3p 221 6.52e-06 -0.176000 2.51e-05
hsa-miR-3150b-3p 60 6.97e-06 -0.336000 2.67e-05
hsa-miR-670-5p 104 7.60e-06 -0.254000 2.88e-05
hsa-miR-32-5p 685 7.71e-06 -0.101000 2.90e-05
hsa-miR-25-3p 634 7.92e-06 -0.105000 2.96e-05
hsa-miR-4756-5p 63 8.03e-06 -0.325000 2.98e-05
hsa-miR-5047 65 8.78e-06 -0.319000 3.23e-05
hsa-miR-135a-5p 356 9.44e-06 -0.137000 3.45e-05
hsa-miR-148a-3p 535 1.17e-05 -0.111000 4.24e-05
hsa-miR-296-3p 156 1.34e-05 -0.202000 4.82e-05
hsa-miR-3619-5p 98 1.69e-05 -0.252000 6.03e-05
hsa-miR-23c 354 1.87e-05 -0.133000 6.64e-05
hsa-miR-1297 684 1.94e-05 -0.096400 6.83e-05
hsa-miR-145-5p 390 1.99e-05 -0.126000 6.96e-05
hsa-miR-3126-5p 30 2.21e-05 -0.448000 7.67e-05
hsa-miR-93-5p 1102 2.26e-05 -0.076400 7.78e-05
hsa-miR-150-5p 304 2.44e-05 -0.141000 8.35e-05
hsa-miR-383-5p 107 2.63e-05 -0.235000 8.95e-05
hsa-miR-23b-3p 822 2.88e-05 -0.086500 9.73e-05
hsa-miR-488-3p 466 2.91e-05 -0.113000 9.76e-05
hsa-miR-362-3p 566 2.95e-05 -0.103000 9.82e-05
hsa-miR-323a-3p 384 2.97e-05 -0.125000 9.82e-05
hsa-miR-663a 47 2.99e-05 -0.352000 9.82e-05
hsa-miR-135b-5p 349 3.02e-05 -0.130000 9.85e-05
hsa-miR-3139 53 3.12e-05 -0.331000 1.01e-04
hsa-miR-342-3p 264 3.28e-05 -0.149000 1.06e-04
hsa-miR-152-3p 534 3.38e-05 -0.105000 1.08e-04
hsa-miR-193a-3p 278 3.61e-05 -0.144000 1.15e-04
hsa-miR-17-5p 1073 3.64e-05 -0.075300 1.15e-04
hsa-miR-3129-5p 137 3.68e-05 -0.204000 1.15e-04
hsa-miR-3064-5p 125 3.92e-05 -0.213000 1.22e-04
hsa-miR-21-5p 284 4.07e-05 -0.142000 1.26e-04
hsa-miR-1323 507 4.19e-05 -0.107000 1.29e-04
hsa-miR-193b-3p 276 4.20e-05 -0.144000 1.29e-04
hsa-miR-182-5p 585 4.26e-05 -0.099500 1.29e-04
hsa-miR-130a-5p 403 4.48e-05 -0.119000 1.36e-04
hsa-miR-2355-5p 33 4.74e-05 -0.409000 1.42e-04
hsa-miR-4429 262 4.78e-05 -0.146000 1.42e-04
hsa-miR-1287-5p 117 4.79e-05 -0.218000 1.42e-04
hsa-miR-520f-3p 397 5.08e-05 -0.119000 1.50e-04
hsa-miR-329-3p 544 5.35e-05 -0.102000 1.57e-04
hsa-miR-539-3p 44 5.38e-05 -0.352000 1.57e-04
hsa-miR-3666 410 5.83e-05 -0.116000 1.69e-04
hsa-miR-224-5p 410 5.99e-05 -0.116000 1.73e-04
hsa-miR-455-3p 152 6.09e-05 -0.189000 1.75e-04
hsa-miR-367-3p 649 6.18e-05 -0.092700 1.76e-04
hsa-miR-590-5p 276 6.43e-05 -0.140000 1.82e-04
hsa-miR-130b-3p 763 6.72e-05 -0.085400 1.89e-04
hsa-miR-422a 166 7.00e-05 -0.179000 1.96e-04
hsa-miR-20b-5p 1071 7.20e-05 -0.072500 2.00e-04
hsa-miR-2682-5p 112 7.67e-05 -0.216000 2.12e-04
hsa-miR-148b-3p 518 7.78e-05 -0.102000 2.14e-04
hsa-miR-217 443 8.59e-05 -0.109000 2.35e-04
hsa-miR-186-5p 1093 9.01e-05 -0.070800 2.46e-04
hsa-miR-490-3p 213 9.68e-05 -0.155000 2.62e-04
hsa-miR-1343-3p 51 9.99e-05 -0.315000 2.69e-04
hsa-miR-874-3p 203 1.14e-04 -0.157000 3.04e-04
hsa-miR-363-3p 598 1.17e-04 -0.092700 3.13e-04
hsa-miR-519b-3p 568 1.19e-04 -0.094900 3.17e-04
hsa-miR-374c-5p 206 1.24e-04 -0.155000 3.26e-04
hsa-miR-495-3p 1367 1.49e-04 -0.061900 3.90e-04
hsa-miR-136-5p 214 1.50e-04 -0.151000 3.90e-04
hsa-miR-338-3p 333 1.63e-04 -0.121000 4.24e-04
hsa-miR-522-3p 371 1.66e-04 -0.114000 4.28e-04
hsa-miR-137 543 1.71e-04 -0.094700 4.39e-04
hsa-miR-20a-5p 1209 1.76e-04 -0.064800 4.50e-04
hsa-miR-23a-3p 812 1.78e-04 -0.077900 4.52e-04
hsa-miR-184 38 1.92e-04 -0.350000 4.84e-04
hsa-miR-501-3p 200 1.99e-04 -0.153000 4.99e-04
hsa-miR-105-5p 458 2.18e-04 -0.101000 5.46e-04
hsa-miR-761 117 2.44e-04 -0.197000 6.06e-04
hsa-miR-421 428 2.62e-04 -0.103000 6.49e-04
hsa-miR-668-3p 114 2.71e-04 -0.198000 6.69e-04
hsa-miR-199b-5p 307 2.83e-04 -0.121000 6.93e-04
hsa-miR-519c-3p 553 2.84e-04 -0.090700 6.93e-04
hsa-miR-106a-5p 1249 2.89e-04 -0.061700 7.01e-04
hsa-miR-542-3p 294 2.95e-04 -0.123000 7.12e-04
hsa-miR-345-3p 63 2.96e-04 -0.264000 7.12e-04
hsa-miR-2467-3p 63 2.99e-04 -0.264000 7.14e-04
hsa-miR-193a-5p 78 3.04e-04 -0.237000 7.23e-04
hsa-miR-130a-3p 772 3.10e-04 -0.076800 7.35e-04
hsa-miR-409-5p 66 3.23e-04 -0.256000 7.61e-04
hsa-miR-199a-5p 332 3.36e-04 -0.115000 7.88e-04
hsa-miR-199a-3p 248 4.20e-04 -0.130000 9.76e-04
hsa-miR-199b-3p 248 4.20e-04 -0.130000 9.76e-04
hsa-miR-519d-3p 1131 4.33e-04 -0.062700 1.00e-03
hsa-miR-4644 111 4.40e-04 -0.193000 1.01e-03
hsa-miR-378a-3p 165 4.58e-04 -0.158000 1.05e-03
hsa-miR-3612 51 4.95e-04 -0.282000 1.13e-03
hsa-miR-219a-5p 119 5.12e-04 -0.185000 1.16e-03
hsa-miR-142-3p 322 5.39e-04 -0.112000 1.22e-03
hsa-miR-3918 38 5.47e-04 -0.324000 1.23e-03
hsa-miR-5688 320 5.54e-04 -0.113000 1.24e-03
hsa-miR-942-5p 276 5.71e-04 -0.121000 1.27e-03
hsa-miR-345-5p 64 5.75e-04 -0.249000 1.28e-03
hsa-miR-106b-5p 1215 5.91e-04 -0.059200 1.31e-03
hsa-miR-301b-3p 744 6.73e-04 -0.073700 1.48e-03
hsa-miR-744-5p 39 6.75e-04 -0.315000 1.48e-03
hsa-miR-494-3p 640 7.64e-04 -0.078400 1.66e-03
hsa-miR-10b-5p 220 7.64e-04 -0.132000 1.66e-03
hsa-miR-655-3p 400 7.74e-04 -0.098300 1.67e-03
hsa-miR-502-3p 180 7.95e-04 -0.145000 1.71e-03
hsa-miR-140-5p 295 8.08e-04 -0.114000 1.73e-03
hsa-miR-300 1021 8.31e-04 -0.062400 1.77e-03
hsa-miR-1270 135 8.43e-04 -0.167000 1.79e-03
hsa-miR-153-3p 496 8.76e-04 -0.087600 1.85e-03
hsa-miR-10a-5p 221 1.03e-03 -0.128000 2.17e-03
hsa-miR-450b-5p 259 1.04e-03 -0.119000 2.19e-03
hsa-miR-218-5p 380 1.05e-03 -0.098200 2.20e-03
hsa-miR-802 101 1.07e-03 -0.188000 2.23e-03
hsa-miR-512-3p 291 1.09e-03 -0.112000 2.25e-03
hsa-miR-454-3p 763 1.09e-03 -0.069900 2.25e-03
hsa-miR-520a-5p 197 1.10e-03 -0.135000 2.26e-03
hsa-miR-212-5p 81 1.20e-03 -0.208000 2.46e-03
hsa-miR-4465 167 1.22e-03 -0.145000 2.48e-03
hsa-miR-205-5p 354 1.24e-03 -0.100000 2.51e-03
hsa-miR-301a-3p 752 1.40e-03 -0.068900 2.83e-03
hsa-miR-599 153 1.46e-03 -0.149000 2.94e-03
hsa-miR-33a-5p 378 1.47e-03 -0.095600 2.95e-03
hsa-miR-589-5p 126 1.50e-03 -0.164000 2.99e-03
hsa-miR-4306 111 1.58e-03 -0.174000 3.15e-03
hsa-miR-513b-5p 333 1.89e-03 -0.099300 3.75e-03
hsa-miR-299-3p 196 1.92e-03 -0.129000 3.79e-03
hsa-miR-141-3p 695 2.09e-03 -0.068900 4.10e-03
hsa-miR-4436a 39 2.12e-03 -0.284000 4.15e-03
hsa-miR-183-5p 355 2.27e-03 -0.094600 4.43e-03
hsa-miR-1306-5p 46 2.28e-03 -0.260000 4.43e-03
hsa-miR-423-3p 10 2.41e-03 -0.554000 4.65e-03
hsa-miR-324-5p 120 2.48e-03 -0.160000 4.77e-03
hsa-miR-188-5p 122 2.53e-03 -0.158000 4.85e-03
hsa-miR-545-5p 55 2.65e-03 -0.234000 5.06e-03
hsa-miR-4770 104 2.92e-03 -0.169000 5.56e-03
hsa-miR-200a-3p 673 2.95e-03 -0.067600 5.60e-03
hsa-miR-449c-5p 113 2.97e-03 -0.162000 5.62e-03
hsa-miR-151a-3p 53 3.36e-03 -0.233000 6.32e-03
hsa-miR-181b-5p 818 3.58e-03 -0.060400 6.72e-03
hsa-miR-378g 47 3.73e-03 -0.245000 6.96e-03
hsa-miR-129-2-3p 140 4.22e-03 -0.140000 7.86e-03
hsa-miR-4712-5p 37 4.40e-03 -0.271000 8.12e-03
hsa-miR-1301-3p 226 4.40e-03 -0.110000 8.12e-03
hsa-miR-525-5p 176 4.53e-03 -0.124000 8.33e-03
hsa-miR-1913 14 4.55e-03 -0.438000 8.35e-03
hsa-miR-299-5p 167 4.61e-03 -0.127000 8.42e-03
hsa-miR-181c-5p 816 4.68e-03 -0.058700 8.52e-03
hsa-miR-876-5p 244 5.06e-03 -0.104000 9.14e-03
hsa-miR-181a-5p 825 5.06e-03 -0.057900 9.14e-03
hsa-miR-210-3p 48 5.37e-03 -0.232000 9.66e-03
hsa-miR-361-5p 276 5.43e-03 -0.097500 9.71e-03
hsa-miR-4640-3p 13 5.43e-03 -0.445000 9.71e-03
hsa-miR-431-5p 138 5.48e-03 -0.137000 9.75e-03
hsa-miR-339-5p 182 5.75e-03 -0.119000 1.02e-02
hsa-miR-4782-3p 52 5.96e-03 -0.221000 1.05e-02
hsa-miR-514a-5p 23 6.12e-03 -0.330000 1.08e-02
hsa-miR-4295 376 6.55e-03 -0.081900 1.15e-02
hsa-miR-509-3p 60 6.57e-03 -0.203000 1.15e-02
hsa-miR-1296-5p 48 6.77e-03 -0.226000 1.18e-02
hsa-miR-1224-5p 133 6.85e-03 -0.136000 1.19e-02
hsa-miR-485-3p 114 7.22e-03 -0.146000 1.25e-02
hsa-miR-505-3p 136 8.24e-03 -0.131000 1.42e-02
hsa-miR-365a-3p 324 8.41e-03 -0.085400 1.45e-02
hsa-miR-200c-3p 829 8.79e-03 -0.054000 1.50e-02
hsa-miR-9-3p 92 9.25e-03 -0.157000 1.58e-02
hsa-let-7d-5p 618 9.46e-03 -0.061500 1.61e-02
hsa-miR-486-5p 155 9.82e-03 -0.120000 1.66e-02
hsa-miR-2115-3p 44 1.03e-02 -0.224000 1.74e-02
hsa-miR-574-5p 91 1.04e-02 -0.156000 1.74e-02
hsa-miR-770-5p 144 1.09e-02 -0.123000 1.83e-02
hsa-miR-3173-5p 41 1.15e-02 -0.228000 1.92e-02
hsa-miR-134-5p 232 1.19e-02 -0.096100 1.97e-02
hsa-miR-543 969 1.33e-02 -0.047400 2.20e-02
hsa-miR-483-3p 101 1.35e-02 -0.142000 2.23e-02
hsa-miR-5000-3p 38 1.41e-02 -0.230000 2.33e-02
hsa-miR-154-3p 50 1.43e-02 -0.200000 2.34e-02
hsa-miR-6504-5p 32 1.48e-02 -0.249000 2.43e-02
hsa-miR-29c-3p 673 1.50e-02 -0.055300 2.44e-02
hsa-miR-375 200 1.51e-02 -0.099800 2.46e-02
hsa-miR-875-5p 135 1.55e-02 -0.121000 2.52e-02
hsa-miR-411-3p 77 1.59e-02 -0.159000 2.58e-02
hsa-miR-508-3p 48 1.66e-02 -0.200000 2.67e-02
hsa-miR-516b-5p 138 1.66e-02 -0.118000 2.67e-02
hsa-miR-33b-5p 366 1.68e-02 -0.073000 2.69e-02
hsa-miR-4676-3p 84 1.80e-02 -0.149000 2.87e-02
hsa-let-7g-5p 654 1.87e-02 -0.054200 2.97e-02
hsa-miR-2278 51 1.94e-02 -0.189000 3.08e-02
hsa-miR-29b-3p 676 1.97e-02 -0.052900 3.11e-02
hsa-miR-524-5p 755 2.02e-02 -0.050000 3.17e-02
hsa-miR-3605-5p 17 2.03e-02 -0.325000 3.19e-02
hsa-miR-381-3p 976 2.07e-02 -0.044100 3.25e-02
hsa-miR-129-1-3p 90 2.08e-02 -0.141000 3.25e-02
hsa-miR-515-5p 359 2.09e-02 -0.071200 3.25e-02
hsa-miR-214-5p 29 2.14e-02 -0.247000 3.32e-02
hsa-miR-885-5p 109 2.22e-02 -0.127000 3.44e-02
hsa-miR-432-5p 132 2.24e-02 -0.115000 3.46e-02
hsa-miR-155-5p 433 2.34e-02 -0.063800 3.59e-02
hsa-miR-379-5p 141 2.35e-02 -0.111000 3.60e-02
hsa-miR-29a-3p 679 2.49e-02 -0.050800 3.80e-02
hsa-miR-99b-5p 30 2.53e-02 -0.236000 3.85e-02
hsa-miR-1276 336 2.55e-02 -0.071100 3.86e-02
hsa-miR-4766-5p 111 2.58e-02 -0.123000 3.91e-02
hsa-miR-202-5p 64 2.64e-02 -0.161000 3.98e-02
hsa-miR-181d-5p 761 2.70e-02 -0.047400 4.06e-02
hsa-miR-580-3p 160 2.74e-02 -0.101000 4.11e-02
hsa-miR-223-3p 237 2.76e-02 -0.083200 4.12e-02
hsa-let-7e-5p 653 2.80e-02 -0.050700 4.18e-02
hsa-miR-98-5p 645 2.91e-02 -0.050600 4.32e-02
hsa-miR-487a-3p 154 2.93e-02 -0.102000 4.35e-02
hsa-miR-3613-5p 13 2.98e-02 -0.348000 4.41e-02
hsa-let-7f-5p 649 3.27e-02 -0.049400 4.82e-02
hsa-let-7b-5p 655 3.37e-02 -0.048900 4.94e-02
hsa-let-7i-5p 664 3.48e-02 -0.048300 5.09e-02
hsa-miR-1278 89 3.68e-02 -0.128000 5.37e-02
hsa-miR-641 318 3.74e-02 -0.068100 5.43e-02
hsa-miR-652-3p 10 3.76e-02 -0.380000 5.44e-02
hsa-miR-140-3p 285 3.76e-02 -0.071700 5.44e-02
hsa-miR-410-3p 910 3.77e-02 -0.040900 5.44e-02
hsa-miR-374b-5p 624 3.88e-02 -0.048700 5.57e-02
hsa-miR-335-5p 219 4.03e-02 -0.080600 5.77e-02
hsa-miR-448 473 4.10e-02 -0.055100 5.86e-02
hsa-miR-628-5p 151 4.15e-02 -0.096300 5.91e-02
hsa-miR-499a-5p 285 4.24e-02 -0.070000 6.02e-02
hsa-let-7a-5p 650 4.50e-02 -0.046400 6.37e-02
hsa-miR-429 828 4.55e-02 -0.041200 6.43e-02
hsa-miR-379-3p 79 4.58e-02 -0.130000 6.45e-02
hsa-miR-3167 36 4.70e-02 -0.191000 6.59e-02
hsa-miR-146b-5p 211 4.70e-02 -0.079500 6.59e-02
hsa-miR-520d-5p 740 4.81e-02 -0.043000 6.72e-02
hsa-miR-365b-3p 90 5.01e-02 -0.120000 6.98e-02
hsa-miR-380-3p 162 5.24e-02 -0.088400 7.28e-02
hsa-miR-384 178 5.36e-02 -0.084000 7.42e-02
hsa-miR-451a 34 5.38e-02 -0.191000 7.42e-02
hsa-miR-219a-2-3p 81 5.52e-02 -0.123000 7.60e-02
hsa-miR-3529-5p 32 5.61e-02 -0.195000 7.71e-02
hsa-miR-584-5p 71 5.65e-02 -0.131000 7.71e-02
hsa-miR-877-5p 74 5.65e-02 -0.128000 7.71e-02
hsa-miR-4428 10 5.66e-02 -0.348000 7.71e-02
hsa-miR-28-3p 87 5.71e-02 -0.118000 7.75e-02
hsa-miR-541-5p 25 5.75e-02 -0.220000 7.79e-02
hsa-miR-215-5p 91 5.88e-02 -0.115000 7.94e-02
hsa-miR-620 110 6.20e-02 -0.103000 8.35e-02
hsa-let-7c-5p 647 6.48e-02 -0.042800 8.70e-02
hsa-miR-127-3p 10 6.62e-02 -0.336000 8.84e-02
hsa-miR-1251-5p 28 6.62e-02 -0.201000 8.84e-02
hsa-miR-582-3p 186 6.92e-02 -0.077400 9.22e-02
hsa-miR-196b-5p 322 6.97e-02 -0.059000 9.26e-02
hsa-miR-99a-5p 31 7.22e-02 -0.187000 9.55e-02
hsa-miR-371a-5p 337 7.23e-02 -0.057100 9.55e-02
hsa-miR-2116-3p 29 7.30e-02 -0.192000 9.63e-02
hsa-miR-892c-3p 26 7.44e-02 -0.202000 9.78e-02
hsa-miR-337-3p 60 7.53e-02 0.133000 9.87e-02
hsa-miR-642a-5p 31 7.56e-02 -0.184000 9.88e-02
hsa-miR-510-5p 114 7.90e-02 -0.095300 1.03e-01
hsa-miR-3145-3p 13 7.91e-02 -0.281000 1.03e-01
hsa-miR-147b 16 8.06e-02 -0.252000 1.05e-01
hsa-miR-616-3p 84 8.16e-02 0.110000 1.06e-01
hsa-miR-545-3p 59 8.19e-02 -0.131000 1.06e-01
hsa-miR-624-3p 131 8.50e-02 -0.087200 1.09e-01
hsa-miR-452-5p 234 8.73e-02 -0.065000 1.12e-01
hsa-miR-34b-5p 54 9.03e-02 -0.133000 1.16e-01
hsa-miR-653-5p 163 9.21e-02 -0.076600 1.17e-01
hsa-miR-221-3p 350 9.22e-02 -0.052500 1.17e-01
hsa-miR-100-5p 30 9.32e-02 -0.177000 1.18e-01
hsa-miR-192-5p 96 9.98e-02 -0.097300 1.26e-01
hsa-miR-196a-5p 311 1.06e-01 -0.053400 1.34e-01
hsa-miR-1269a 63 1.06e-01 -0.118000 1.34e-01
hsa-miR-378e 36 1.11e-01 -0.154000 1.39e-01
hsa-miR-200b-3p 753 1.22e-01 -0.033300 1.53e-01
hsa-miR-506-5p 10 1.24e-01 0.281000 1.55e-01
hsa-miR-374a-5p 641 1.27e-01 -0.035500 1.58e-01
hsa-miR-4761-3p 24 1.28e-01 -0.179000 1.60e-01
hsa-miR-146a-5p 203 1.30e-01 -0.061700 1.62e-01
hsa-miR-519a-3p 402 1.34e-01 -0.043700 1.66e-01
hsa-miR-1295a 10 1.37e-01 0.272000 1.69e-01
hsa-miR-409-3p 257 1.38e-01 -0.053900 1.70e-01
hsa-miR-222-3p 338 1.39e-01 -0.047000 1.71e-01
hsa-miR-934 54 1.41e-01 -0.116000 1.73e-01
hsa-miR-1245b-5p 19 1.50e-01 -0.191000 1.83e-01
hsa-miR-5094 29 1.53e-01 -0.153000 1.87e-01
hsa-miR-425-5p 319 1.66e-01 -0.045200 2.02e-01
hsa-miR-1179 84 1.71e-01 -0.086500 2.07e-01
hsa-miR-660-5p 61 1.73e-01 -0.101000 2.08e-01
hsa-miR-378c 35 1.73e-01 -0.133000 2.08e-01
hsa-miR-378f 35 1.73e-01 -0.133000 2.08e-01
hsa-miR-378h 35 1.73e-01 -0.133000 2.08e-01
hsa-miR-552-3p 65 1.74e-01 -0.097500 2.09e-01
hsa-miR-382-5p 231 1.78e-01 -0.051600 2.13e-01
hsa-miR-487b-3p 17 1.80e-01 -0.188000 2.15e-01
hsa-miR-369-3p 391 1.87e-01 -0.039000 2.22e-01
hsa-miR-887-3p 12 1.88e-01 -0.220000 2.23e-01
hsa-miR-519e-5p 67 1.99e-01 -0.090900 2.35e-01
hsa-miR-5590-3p 278 2.02e-01 -0.044600 2.39e-01
hsa-miR-1294 196 2.03e-01 -0.052900 2.39e-01
hsa-miR-378d 36 2.05e-01 -0.122000 2.41e-01
hsa-miR-433-3p 260 2.06e-01 -0.045700 2.42e-01
hsa-miR-371a-3p 43 2.07e-01 -0.111000 2.42e-01
hsa-miR-517a-3p 10 2.08e-01 -0.230000 2.42e-01
hsa-miR-517b-3p 10 2.08e-01 -0.230000 2.42e-01
hsa-miR-517c-3p 10 2.08e-01 -0.230000 2.42e-01
hsa-miR-518d-5p 17 2.15e-01 -0.174000 2.48e-01
hsa-miR-520c-5p 17 2.15e-01 -0.174000 2.48e-01
hsa-miR-526a 17 2.15e-01 -0.174000 2.48e-01
hsa-miR-374a-3p 24 2.16e-01 -0.146000 2.49e-01
hsa-miR-532-5p 108 2.20e-01 -0.068400 2.53e-01
hsa-miR-6088 35 2.25e-01 -0.118000 2.58e-01
hsa-miR-4500 408 2.27e-01 -0.035000 2.60e-01
hsa-miR-654-3p 115 2.28e-01 -0.065200 2.60e-01
hsa-miR-325 20 2.38e-01 -0.153000 2.71e-01
hsa-miR-216a-5p 261 2.39e-01 -0.042400 2.72e-01
hsa-miR-187-3p 21 2.44e-01 0.147000 2.76e-01
hsa-miR-4458 342 2.53e-01 -0.036100 2.86e-01
hsa-miR-758-3p 210 2.56e-01 -0.045500 2.89e-01
hsa-miR-500a-3p 25 2.58e-01 -0.131000 2.91e-01
hsa-miR-208a-3p 129 2.60e-01 -0.057500 2.91e-01
hsa-miR-3118 47 2.60e-01 -0.095000 2.91e-01
hsa-miR-579-3p 504 2.75e-01 -0.028500 3.07e-01
hsa-miR-378b 36 2.85e-01 -0.103000 3.18e-01
hsa-miR-142-5p 534 2.91e-01 -0.026900 3.23e-01
hsa-miR-208b-3p 114 3.35e-01 -0.052300 3.72e-01
hsa-miR-556-3p 125 3.38e-01 0.049600 3.74e-01
hsa-miR-769-5p 65 3.39e-01 -0.068700 3.74e-01
hsa-miR-154-5p 137 3.42e-01 -0.047100 3.77e-01
hsa-miR-376a-3p 191 3.44e-01 0.039800 3.78e-01
hsa-miR-513c-5p 42 3.51e-01 -0.083200 3.85e-01
hsa-miR-483-5p 10 3.58e-01 -0.168000 3.92e-01
hsa-miR-455-5p 205 3.63e-01 -0.036900 3.97e-01
hsa-miR-498 317 3.67e-01 -0.029600 4.00e-01
hsa-miR-191-5p 91 3.82e-01 -0.053100 4.15e-01
hsa-miR-656-3p 241 3.91e-01 -0.032100 4.25e-01
hsa-miR-190b 174 4.00e-01 -0.037100 4.33e-01
hsa-miR-376b-3p 206 4.01e-01 0.034000 4.34e-01
hsa-miR-576-5p 98 4.07e-01 -0.048500 4.39e-01
hsa-miR-378i 35 4.13e-01 -0.080000 4.45e-01
hsa-miR-1298-5p 176 4.44e-01 -0.033500 4.77e-01
hsa-miR-944 152 4.48e-01 0.035700 4.81e-01
hsa-miR-519b-5p 16 4.52e-01 -0.109000 4.82e-01
hsa-miR-519c-5p 16 4.52e-01 -0.109000 4.82e-01
hsa-miR-450a-5p 11 4.68e-01 0.126000 4.98e-01
hsa-miR-3142 26 4.81e-01 -0.079900 5.11e-01
hsa-miR-362-5p 82 4.97e-01 -0.043400 5.27e-01
hsa-miR-520g-3p 82 5.13e-01 0.041800 5.43e-01
hsa-miR-675-3p 26 5.16e-01 -0.073600 5.44e-01
hsa-miR-489-3p 99 5.22e-01 -0.037200 5.50e-01
hsa-miR-382-3p 21 5.47e-01 -0.075900 5.75e-01
hsa-miR-126-3p 14 5.87e-01 0.083900 6.16e-01
hsa-miR-3164 26 5.93e-01 -0.060500 6.21e-01
hsa-miR-340-5p 1281 5.95e-01 -0.008950 6.21e-01
hsa-miR-664b-3p 93 6.07e-01 -0.030900 6.32e-01
hsa-miR-190a-5p 170 6.20e-01 -0.022100 6.45e-01
hsa-miR-651-5p 22 6.44e-01 -0.057000 6.68e-01
hsa-miR-514a-3p 38 6.55e-01 -0.041900 6.78e-01
hsa-miR-216b-5p 305 6.61e-01 -0.014600 6.83e-01
hsa-miR-577 120 6.64e-01 -0.023000 6.84e-01
hsa-miR-627-5p 41 6.64e-01 -0.039200 6.84e-01
hsa-miR-500b-5p 24 7.00e-01 0.045400 7.19e-01
hsa-miR-376c-3p 241 7.21e-01 0.013400 7.39e-01
hsa-miR-888-5p 107 7.34e-01 -0.019000 7.51e-01
hsa-miR-520h 77 7.50e-01 0.021000 7.65e-01
hsa-miR-629-5p 25 7.51e-01 0.036700 7.65e-01
hsa-miR-556-5p 49 7.87e-01 0.022300 8.00e-01
hsa-miR-411-5p 180 7.89e-01 0.011600 8.00e-01
hsa-miR-526b-5p 92 8.12e-01 0.014300 8.22e-01
hsa-miR-615-3p 17 8.69e-01 -0.023100 8.78e-01
hsa-miR-1185-5p 55 8.74e-01 0.012400 8.81e-01
hsa-miR-323b-3p 13 8.85e-01 0.023100 8.91e-01
hsa-miR-1277-5p 22 8.90e-01 -0.017100 8.93e-01
hsa-miR-889-3p 253 8.92e-01 -0.004970 8.94e-01
hsa-miR-496 130 9.94e-01 -0.000408 9.94e-01


Detailed Gene set reports



hsa-miR-101-3p

hsa-miR-101-3p
10
set hsa-miR-101-3p
setSize 849
pANOVA 3.24e-100
s.dist -0.43
p.adjustANOVA 1.6e-97



Top enriched genes

Top 20 genes
GeneID Gene Rank
TFB2M -8145
SH2B3 -8144
MRGBP -8143
CDK8 -8142
DCBLD2 -8141
POMP -8140
RC3H2 -8138
UBE2A -8137
ZMAT3 -8135
UHMK1 -8133
MTMR2 -8132
PARVA -8131
AP1S3 -8130
FBN2 -8129
TBC1D9 -8127
UNG -8124
DIP2B -8122
NETO2 -8120
STAMBP -8117
SGK1 -8116

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
TFB2M -8145
SH2B3 -8144
MRGBP -8143
CDK8 -8142
DCBLD2 -8141
POMP -8140
RC3H2 -8138
UBE2A -8137
ZMAT3 -8135
UHMK1 -8133
MTMR2 -8132
PARVA -8131
AP1S3 -8130
FBN2 -8129
TBC1D9 -8127
UNG -8124
DIP2B -8122
NETO2 -8120
STAMBP -8117
SGK1 -8116
TGFBR1 -8114
TRIB1 -8113
TMEM9B -8112
TMED5 -8109
ANXA2 -8108
CERS6 -8105
FAM217B -8103
UBE2D1 -8102
ANKRD52 -8099
CYB561D2 -8098
SGPL1 -8097
AP1G1 -8093
PHACTR2 -8092
ICMT -8090
CAPN2 -8087
SIX4 -8085
DHTKD1 -8078
C1orf52 -8077
GDE1 -8075
RIN2 -8072
PAFAH1B1 -8066
CDYL -8063
RAP2C -8062
TDG -8061
RCN2 -8059
CERS2 -8056
SLC1A1 -8055
UBE2F -8054
RAB5A -8050
ZNF451 -8049
ITGA2 -8041
DCUN1D3 -8039
RAB15 -8037
EZH2 -8034
PBX3 -8030
NEK7 -8028
MTMR4 -8026
ERLIN2 -8024
MOB4 -8023
ARNTL2 -8020
PEBP1 -8017
STX6 -8016
GID4 -8011
SLC26A2 -8010
PRKAA1 -8009
PPFIA1 -8008
TNPO1 -8007
ZC3H14 -8002
NACC2 -8000
CARNMT1 -7997
PURB -7995
SNN -7983
OPN3 -7981
CEP350 -7978
MAGI1 -7975
WSB2 -7973
H2AFV -7968
IMPA1 -7966
PRELID3B -7962
MFSD6 -7961
ABHD17B -7957
CDS2 -7955
KPNA1 -7954
DENR -7952
EMP1 -7950
CAMTA1 -7949
EMP2 -7946
MTMR9 -7944
CLDN11 -7941
ABHD17C -7940
RBBP7 -7936
RANBP9 -7934
DCTN4 -7929
MSI2 -7928
AP3S1 -7925
TMEM159 -7917
GRAMD4 -7916
PLEKHO2 -7912
MED13 -7911
KLF2 -7910
MAPK1 -7898
SLC12A2 -7897
MARCKSL1 -7893
CASP3 -7891
BICD2 -7889
RAB11FIP1 -7888
SMARCD1 -7881
RAC1 -7875
IFFO2 -7873
SPRED1 -7872
NLK -7867
NSD1 -7864
UBE2G1 -7862
MORN4 -7856
ATG4D -7855
ZEB1 -7854
KIAA0556 -7851
BAZ2B -7850
TIMM17A -7847
REEP3 -7844
ANKRD27 -7843
REV3L -7840
DCAF7 -7838
GNB1 -7832
NUPL2 -7819
RAB1A -7818
LCOR -7817
C8orf76 -7805
SUB1 -7799
BCL9 -7789
DR1 -7786
MTMR12 -7782
FZD6 -7779
EED -7776
ZNF148 -7773
MAML3 -7770
IMMT -7767
GSK3B -7750
PBRM1 -7748
SLC7A11 -7746
PIKFYVE -7744
MAST4 -7743
SLC30A7 -7742
PPARG -7740
MPP5 -7738
MMGT1 -7735
ZC3H7A -7728
TMEM39B -7717
CEBPA -7716
SMARCA5 -7713
ZNF532 -7707
CMC2 -7705
SGPP1 -7702
RAB4A -7696
AASDHPPT -7695
ZBTB41 -7687
CBL -7686
NACC1 -7683
STK4 -7674
SLC25A3 -7672
TNRC6B -7664
APAF1 -7663
MCL1 -7661
NEMP2 -7659
WNK1 -7655
MAP3K7 -7653
TET2 -7648
CSRP2 -7643
KIF11 -7640
PKIA -7628
LMNB1 -7606
C3orf38 -7599
SNRNP27 -7582
KDM3B -7577
ZNF746 -7576
SOCS5 -7569
TMEM65 -7565
PHLDA1 -7561
RHOA -7560
OTUD4 -7553
FBXW11 -7551
SOX9 -7539
ZFAND3 -7535
SIK2 -7534
PTBP3 -7530
DAG1 -7529
PRRC2C -7524
LRCH2 -7519
DIXDC1 -7517
ELL -7516
MEPCE -7509
MTSS1L -7508
PLEKHA1 -7504
DDAH1 -7502
STC1 -7494
USP47 -7486
HMGA2 -7482
CELF2 -7465
ERBIN -7453
DOT1L -7452
NDFIP1 -7447
CCDC68 -7442
ZBTB18 -7440
PIP5K1C -7431
PRKD3 -7429
THBS1 -7424
AP3D1 -7421
PAPOLG -7412
MLEC -7408
CASC4 -7391
ANTXR2 -7386
CNOT11 -7385
MED20 -7384
THRB -7380
INO80D -7376
BCL9L -7374
KTI12 -7367
RNF38 -7354
ANKRD17 -7351
TSC22D1 -7332
FYTTD1 -7331
MEF2A -7317
ZNF207 -7306
ITGA3 -7305
POLR2B -7299
FRYL -7298
MED6 -7297
PPTC7 -7296
CAPZA1 -7278
ZFHX4 -7276
POLR3K -7273
NFE2L2 -7266
ATXN1L -7263
ZNHIT6 -7245
SNTB2 -7243
TNKS -7241
MTCL1 -7211
GRPEL2 -7208
SEL1L -7189
ERO1A -7186
STMN1 -7176
MGAT5 -7168
SLC39A10 -7162
ACLY -7158
NEK4 -7145
ZSWIM6 -7126
CDC42EP3 -7112
FKTN -7101
ZNF654 -7094
KIF1B -7081
TET3 -7075
MEF2D -7073
PANK3 -7070
ICK -7066
MGRN1 -7060
AEBP2 -7059
SON -7048
SLC9A2 -7039
PUM2 -7035
KCTD12 -7027
EVI5 -7001
USP38 -6992
TUSC2 -6991
C6orf62 -6990
CHAC2 -6962
FAR1 -6935
NOLC1 -6925
ZBED4 -6921
SREK1IP1 -6920
PHF3 -6913
SYNCRIP -6912
SAP18 -6910
SSH1 -6899
CPEB3 -6885
RNF111 -6882
LRCH1 -6881
GMPS -6867
C9orf72 -6853
QSER1 -6847
TGIF2 -6844
MAP7D1 -6840
FLRT2 -6832
EPN2 -6828
TNRC18 -6825
MAD2L1 -6824
HNRNPAB -6804
SHTN1 -6795
TGOLN2 -6789
BLOC1S6 -6779
RAPH1 -6762
B3GALNT2 -6760
ZFX -6759
SACM1L -6755
POGZ -6741
STK38L -6724
EMSY -6722
RAP1B -6721
LARP1 -6696
NOL4L -6685
ZCCHC2 -6681
ARAP2 -6677
UBE2D2 -6675
PYGO2 -6674
SMARCA4 -6668
SMAP1 -6662
LSM14B -6657
PDE4A -6645
HIVEP3 -6633
G3BP2 -6632
CCNC -6627
MBNL1 -6624
LONP2 -6606
RFX3 -6605
STRN3 -6583
FAM222B -6559
HELZ -6539
BAZ2A -6535
SENP1 -6513
ING3 -6491
DDHD1 -6485
SH3PXD2A -6478
TOP2B -6476
EXOC5 -6470
POU2F1 -6450
NLN -6439
RNF141 -6430
MNX1 -6420
ETV1 -6409
SIN3A -6401
C10orf88 -6396
TFAP4 -6327
MED14 -6318
SOBP -6313
ARHGAP18 -6303
DSTYK -6298
ANKRD11 -6297
DESI2 -6294
KIF5B -6292
ANKS1A -6291
BMT2 -6276
BACH2 -6275
CMIP -6274
NFIB -6244
ASAP1 -6238
FNDC3A -6233
STAG2 -6231
AZIN1 -6227
OSBPL10 -6195
ZFP36L2 -6186
LONRF1 -6176
ARHGAP5 -6128
NRP1 -6126
ZNF557 -6125
TANC2 -6119
ZBTB5 -6091
TTL -6082
ANKRD50 -6066
CAV2 -6065
C3orf58 -6051
TGIF1 -6050
SETD3 -6033
SLC25A38 -5933
KBTBD8 -5928
ASH1L -5902
CBX4 -5887
TULP4 -5864
ZMYM2 -5863
DIDO1 -5834
THAP1 -5821
KDM7A -5814
CD55 -5799
TMEM161B -5793
KPNB1 -5789
GATA2 -5783
PIEZO1 -5777
VKORC1L1 -5762
ACSL4 -5759
MTOR -5731
NCOA6 -5718
SETD5 -5711
CTCF -5704
TRERF1 -5695
ATXN1 -5670
TAF1 -5660
NF1 -5656
NUFIP2 -5642
KDM6B -5639
SUMO3 -5612
RAB14 -5609
RREB1 -5589
DPY30 -5584
ZFHX3 -5582
SMARCA1 -5579
ZNF618 -5577
ZBTB21 -5538
ACVR2B -5512
QKI -5481
AXIN2 -5460
KIDINS220 -5451
MAP3K1 -5444
NKRF -5426
PEAK1 -5419
ZNF24 -5404
WDR3 -5398
FUBP3 -5390
TNRC6A -5375
ANGPTL2 -5374
JDP2 -5355
VCPKMT -5330
FST -5326
KIF3A -5300
BBX -5277
NACA -5243
HNRNPF -5235
TLE1 -5195
PNPLA8 -5185
ABI2 -5183
BZW2 -5179
FAM84B -5167
PPP2R2A -5145
UBN2 -5131
KPNA3 -5125
CUL4B -5113
TNFAIP1 -5112
PPP1R2 -5082
PLCG1 -5080
PPARGC1B -5066
FAM199X -5062
SALL1 -5058
MTX3 -5041
ABCC5 -5033
HIPK2 -5031
GNAQ -5001
APP -4997
NAA25 -4993
ARHGEF3 -4987
MAP3K9 -4979
PPP3R1 -4946
DGCR2 -4931
HSPA13 -4924
RAP2B -4913
NT5DC1 -4910
FOXO1 -4905
DAZAP2 -4900
IKZF2 -4831
SSX2IP -4817
CDK5R1 -4814
ACTR2 -4789
ARHGAP17 -4781
ABI1 -4745
FZD4 -4736
NR1D2 -4727
PKN2 -4720
ARID2 -4701
RALGPS2 -4695
TMEM68 -4683
TLK2 -4676
MEIS2 -4659
SLAIN2 -4655
AEN -4648
RUNDC1 -4612
KLC1 -4607
TSPAN12 -4598
GOLGA4 -4552
TERF2 -4549
PDE7A -4537
FN1 -4514
ARID1A -4483
SAP30L -4422
SP4 -4417
NAA30 -4377
PIK3C2B -4370
MRPL42 -4358
HNRNPA0 -4353
SLC19A2 -4346
MAP3K2 -4279
JAZF1 -4267
CUX1 -4207
SS18 -4163
NONO -4148
KIAA1586 -4135
FBXL3 -4120
POGK -4119
GSE1 -4060
SYPL1 -4045
PTGER4 -4038
EDEM3 -4023
PHF6 -3987
TPD52 -3980
APLP2 -3976
RUNX1 -3972
SPOPL -3968
NDUFB5 -3964
ENSA -3949
MAP3K4 -3909
CBFA2T2 -3783
UBE2V1 -3766
NAP1L1 -3667
ZNF330 -3649
TNKS2 -3643
MON2 -3623
TBC1D9B -3618
GNG12 -3607
MCF2L -3594
KAT6A -3585
CREB1 -3568
TBC1D12 -3566
ERO1B -3552
HAS2 -3496
BHLHE41 -3488
EIF4G2 -3480
CPEB2 -3468
NOTCH1 -3443
PITPNB -3418
RANBP6 -3414
RIC1 -3410
GAB1 -3404
USP42 -3395
SLC38A2 -3352
FBXW7 -3350
ZNF770 -3326
YLPM1 -3301
ZNF827 -3300
MAGEF1 -3231
EIF5A2 -3206
DCUN1D1 -3204
REL -3172
ZNF638 -3159
CDC42SE2 -3158
FAM214A -3120
DMXL2 -3028
RIOK2 -3003
BCLAF1 -2953
NIN -2951
GCLC -2945
UBE2D3 -2941
YES1 -2920
BEND7 -2866
WSB1 -2853
ECE1 -2852
KLF3 -2839
RORA -2829
ROCK2 -2827
DDIAS -2802
DYRK1A -2789
MAPK6 -2771
TCFL5 -2755
SPATA2 -2737
YIPF5 -2736
SLC10A7 -2728
CHRAC1 -2713
TRIO -2697
TM9SF3 -2691
CAMSAP2 -2688
APPBP2 -2668
ITPRIPL2 -2655
ZBTB33 -2633
ZNF217 -2622
ZC3H12C -2612
CHST12 -2482
STIM2 -2472
MBNL2 -2470
CREBRF -2431
UBE2W -2430
CARD8 -2406
EIF5 -2378
GPAM -2377
MKL2 -2367
AGFG1 -2360
BARD1 -2331
ATAD2B -2227
C16orf72 -2209
CEP55 -2206
PTPRJ -2173
MNT -2167
GPATCH2 -2157
C1orf21 -2151
KIF2A -2138
BBC3 -2136
RHOT1 -2091
CCSER2 -2024
EP400 -2000
GJA1 -1994
PKD2 -1987
TMEM19 -1968
CCNJ -1934
BCL2L11 -1852
MXD1 -1840
MEX3C -1800
UBR3 -1779
MARCH7 -1768
LIN7C -1757
VEZT -1755
N4BP1 -1741
FAM76B -1729
MGAT4A -1691
PDE8A -1666
PNRC1 -1641
ARID4B -1587
SCML2 -1574
NR2F2 -1496
CCNT2 -1460
SKIDA1 -1435
TRAPPC13 -1404
DCP2 -1403
DCLRE1B -1378
FRS2 -1314
DDX3X -1287
PTPN9 -1251
ONECUT2 -1229
MPPE1 -1225
TIA1 -1124
TMCC1 -1103
OTUD3 -1075
UCK2 -1066
SPIRE1 -1041
SRGAP1 -1040
RBL2 -1031
GABPB1 -1014
CNOT6L -991
GALNT1 -924
PTCH1 -922
ZHX1 -876
GLCCI1 -844
ASCC3 -762
RNF213 -759
HNRNPU -718
SEC24A -685
HEG1 -654
PRKCE -653
PRKX -639
PPP1R8 -540
SCAMP1 -539
TJP1 -537
PSPC1 -441
AFF4 -425
USP31 -423
DIMT1 -400
PGRMC2 -303
AKIRIN1 -295
CEBPG -232
BZW1 -192
SP2 -165
ACSL3 -154
ROCK1 -73
PHF20L1 -45
RNF44 -42
STRN 85
AGL 106
BTBD3 121
TMTC3 141
NACA2 150
LBR 167
ATP11B 187
CCNG2 207
BNIP2 209
NAA15 225
OGT 235
TSPAN6 240
MARK1 269
USP54 296
ADRB1 317
RBM25 476
PPP1R12A 557
FBXO30 564
EFNB2 572
IDH2 672
FMN2 687
FOS 700
CEP135 760
CPEB4 765
TMEM167A 793
LRRC1 801
KLF12 819
SGMS2 850
NHLRC3 889
AKAP11 894
MBTD1 903
ACBD3 921
REV1 928
URI1 943
SLC35A3 979
WDFY3 983
TANC1 1003
ENPP2 1025
FAM8A1 1203
TGFBR3 1242
IGF2R 1253
ZBTB34 1370
EPDR1 1371
TSPAN3 1415
DNMT3A 1432
BEND4 1439
TRIM2 1491
PDS5B 1524
ECHDC1 1564
KDM5A 1576
ETNK1 1594
FBN1 1647
SSFA2 1655
RAB3GAP2 1656
PPP1CC 1699
CLASP2 1702
ARL4C 1714
GATA3 1751
NUDCD2 1755
ZNF260 1783
TP53INP1 1903
PAPD5 1955
CDC14A 1979
HNRNPA1 2124
PAQR3 2175
ZNF507 2294
RNF219 2311
VANGL1 2346
ALCAM 2354
HNRNPH2 2516
MIER3 2520
PSD3 2531
NEMF 2552
PYGO1 2571
SEPT11 2585
GCLM 2607
RNF139 2701
BNIP3L 2716
ARID5B 2832
DDIT4 2882
RAB30 2884
CDH11 2889
ZNF430 2911
TMEM170B 2937
PDE4D 2968
CENPQ 2983
DST 3059
LRP12 3210
MSI1 3216
CTDSPL2 3256
SLC20A2 3494
KBTBD2 3557
SNX16 3597
RAP1A 3611
AFAP1 3635
DYRK2 3751
TENM3 3796
CGGBP1 3830
SLTM 3833
ADAMTS5 3837
ZNF800 3839
TAB2 3859
CD164 3916
MYB 3958
RFX7 3970
SREK1 4078
CADM1 4081
LSM14A 4192
TMX3 4197
NUP62CL 4228
ZNRF2 4266
ZC3H11A 4269
RNF19A 4368
CAMK2D 4371
EFCAB14 4404
PTPN13 4409
SHANK2 4563
DUSP1 4613
RAB27A 4617
TBL1XR1 4631
ZNF350 4658
ADGRL2 4723
ANKRD28 4733
JMY 4744
TMF1 4774
VPS13B 4841
SGK3 4894
EYA1 4905
ATP2C1 4956
MIA3 4971
VLDLR 4992
ZNF624 5190
PTGS2 5204
CHD2 5285
ZNF17 5286
CREBZF 5328
C2orf49 5346
MYCN 5370
SPAG1 5438
HIPK3 5447
CDK6 5492
ANKIB1 5513
FAM135A 5531
SSBP2 5648
UNKL 5665
CBWD3 5694
RGL1 5713
GCC2 5737
PNISR 5747
CNEP1R1 5760
TMEM38B 5779
FOXP2 5847
PRPF4B 5926
NPNT 5934
LUC7L3 5937
FAM46A 5984
SFPQ 6129
KITLG 6181
PRICKLE1 6184
TRAPPC8 6247
BAZ1A 6282
PANK1 6324
ARRDC3 6329
ABCA1 6440
ATP2B1 6452
MAN1A2 6516
BTAF1 6664
MMD 6750
TCF4 6781
NUDT21 6798
TBC1D14 6894
ID4 7004
SMARCA2 7015
ATP1B1 7052
IRF2BP2 7056
GCNT1 7069
ZBED6 7080
ITGB8 7149
TFAM 7171
ZNF695 7191
GOLGA8A 7198
NUS1 7199
JUNB 7211
PIM1 7297
PCDH7 7308
MOB1A 7350
YBX3 7352
SIKE1 7366
ADAM10 7417
PDP1 7449
AMMECR1 7462
LIFR 7508
MAP3K8 7520
FAM126B 7628
LONRF2 7673
TBX18 7679
COL12A1 7683
ARHGAP42 7721
CXCL12 7764
FAT4 7772
LUM 7797
JAK2 7829


hsa-miR-144-3p

hsa-miR-144-3p
73
set hsa-miR-144-3p
setSize 888
pANOVA 1.86e-40
s.dist -0.265
p.adjustANOVA 4.58e-38



Top enriched genes

Top 20 genes
GeneID Gene Rank
TFB2M -8145
SH2B3 -8144
MRGBP -8143
CDK8 -8142
DCBLD2 -8141
POMP -8140
RC3H2 -8138
UBE2A -8137
ZMAT3 -8135
UHMK1 -8133
MTMR2 -8132
PARVA -8131
AP1S3 -8130
FBN2 -8129
TBC1D9 -8127
DIP2B -8122
NETO2 -8120
TGFBR1 -8114
TRIB1 -8113
TMED5 -8109

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
TFB2M -8145
SH2B3 -8144
MRGBP -8143
CDK8 -8142
DCBLD2 -8141
POMP -8140
RC3H2 -8138
UBE2A -8137
ZMAT3 -8135
UHMK1 -8133
MTMR2 -8132
PARVA -8131
AP1S3 -8130
FBN2 -8129
TBC1D9 -8127
DIP2B -8122
NETO2 -8120
TGFBR1 -8114
TRIB1 -8113
TMED5 -8109
CERS6 -8105
FAM217B -8103
UBE2D1 -8102
ANKRD52 -8099
AP1G1 -8093
PHACTR2 -8092
PLAT -8088
CAPN2 -8087
SIX4 -8085
C1orf52 -8077
RIN2 -8072
PAFAH1B1 -8066
CDYL -8063
RAP2C -8062
RCN2 -8059
SLC1A1 -8055
UBE2F -8054
RAB5A -8050
ZNF451 -8049
ITGA2 -8041
EZH2 -8034
PBX3 -8030
NEK7 -8028
MOB4 -8023
ARNTL2 -8020
GID4 -8011
SLC26A2 -8010
PRKAA1 -8009
PPFIA1 -8008
TNPO1 -8007
ZC3H14 -8002
NACC2 -8000
PURB -7995
SNN -7983
OPN3 -7981
CEP350 -7978
MAGI1 -7975
H2AFV -7968
IMPA1 -7966
MFSD6 -7961
ABHD17B -7957
KPNA1 -7954
EMP1 -7950
CAMTA1 -7949
EMP2 -7946
MTMR9 -7944
ABHD17C -7940
RBBP7 -7936
RANBP9 -7934
MSI2 -7928
AP3S1 -7925
MED13 -7911
VPS4B -7904
MAPK1 -7898
SLC12A2 -7897
MARCKSL1 -7893
CASP3 -7891
BICD2 -7889
RAB11FIP1 -7888
ADO -7884
IFFO2 -7873
SPRED1 -7872
NLK -7867
NSD1 -7864
UBE2G1 -7862
BEX3 -7861
MORN4 -7856
ZEB1 -7854
BAZ2B -7850
ANKRD27 -7843
REV3L -7840
DCAF7 -7838
NUPL2 -7819
RAB1A -7818
LCOR -7817
PPARA -7816
C8orf76 -7805
SUB1 -7799
BCL9 -7789
DR1 -7786
MTMR12 -7782
FZD6 -7779
EED -7776
STAU1 -7775
ZNF148 -7773
MET -7772
MAML3 -7770
IMMT -7767
GSK3B -7750
PBRM1 -7748
SLC7A11 -7746
PIKFYVE -7744
SLC30A7 -7742
MPP5 -7738
MMGT1 -7735
CEBPA -7716
SMARCA5 -7713
ZNF532 -7707
SGPP1 -7702
RAB4A -7696
CBL -7686
NACC1 -7683
SLC25A3 -7672
TNRC6B -7664
APAF1 -7663
WNK1 -7655
TET2 -7648
CSRP2 -7643
PKIA -7628
PRKRA -7621
KDM3B -7577
ZNF746 -7576
SOCS5 -7569
TMEM65 -7565
PHLDA1 -7561
RHOA -7560
OTUD4 -7553
FBXW11 -7551
FBXO28 -7546
ZFAND3 -7535
PTBP3 -7530
VPS37B -7525
PRRC2C -7524
E2F3 -7520
LRCH2 -7519
DIXDC1 -7517
MTSS1L -7508
STC1 -7494
USP47 -7486
HMGA2 -7482
RAD23B -7468
CELF2 -7465
PODXL -7463
ERBIN -7453
NDFIP1 -7447
ZBTB18 -7440
PIP5K1C -7431
PRKD3 -7429
THBS1 -7424
PAPOLG -7412
MLEC -7408
PURA -7396
CASC4 -7391
ANTXR2 -7386
INO80D -7376
PDCD6IP -7372
KTI12 -7367
ALDH3A2 -7358
STIL -7355
RNF38 -7354
ANKRD17 -7351
NPTX1 -7325
MEF2A -7317
MEGF9 -7315
ZNF207 -7306
CCNE1 -7300
FRYL -7298
MED6 -7297
PPTC7 -7296
GMEB2 -7295
SEC63 -7293
CAPZA1 -7278
ZFHX4 -7276
NFE2L2 -7266
ATXN1L -7263
SNTB2 -7243
FASTKD5 -7224
MTCL1 -7211
MAP1B -7192
SEL1L -7189
ERO1A -7186
PLS1 -7178
STMN1 -7176
DUSP5 -7166
NPAT -7161
NEK4 -7145
ZSWIM6 -7126
CDC42EP3 -7112
FKTN -7101
HMGN2 -7100
ZNF654 -7094
MEF2D -7073
PANK3 -7070
ICK -7066
MGRN1 -7060
AEBP2 -7059
SON -7048
PUM2 -7035
KCTD12 -7027
USP38 -6992
C6orf62 -6990
TAOK1 -6967
ZBED4 -6921
PHF3 -6913
SYNCRIP -6912
GNAI3 -6904
CPEB3 -6885
MLPH -6883
RNF111 -6882
C9orf72 -6853
QSER1 -6847
TGIF2 -6844
MAP7D1 -6840
EPN2 -6828
HNRNPAB -6804
ACADSB -6768
ZFX -6759
SACM1L -6755
EPB41 -6737
EMSY -6722
RAP1B -6721
PPM1A -6683
ZCCHC2 -6681
ARAP2 -6677
UBE2D2 -6675
SMARCA4 -6668
LSM14B -6657
PDE4A -6645
AXL -6637
HIVEP3 -6633
G3BP2 -6632
MBNL1 -6624
LONP2 -6606
PDCD4 -6585
STRN3 -6583
FAM222B -6559
LARP4B -6554
REEP5 -6548
NRAS -6546
YWHAG -6528
SENP1 -6513
ING3 -6491
DDHD1 -6485
POU2F1 -6450
NLN -6439
RNF141 -6430
VPS35 -6423
ETV1 -6409
SIN3A -6401
WEE1 -6350
TFAP4 -6327
MED14 -6318
SOBP -6313
TMBIM6 -6308
ARHGAP18 -6303
DSTYK -6298
ANKRD11 -6297
KIF5B -6292
ANKS1A -6291
BMT2 -6276
BACH2 -6275
NDRG3 -6252
NFIB -6244
ASAP1 -6238
FNDC3A -6233
AZIN1 -6227
OSBPL10 -6195
ZFP36L2 -6186
DICER1 -6184
CCNE2 -6140
YOD1 -6133
ARHGAP5 -6128
NRP1 -6126
ZNF557 -6125
PMM2 -6118
ZBTB5 -6091
GPD2 -6086
ANKRD50 -6066
CAV2 -6065
C3orf58 -6051
TGIF1 -6050
SETD3 -6033
CDH2 -6010
GTF3C4 -5982
NET1 -5948
TSN -5931
KBTBD8 -5928
ASH1L -5902
CBX4 -5887
TULP4 -5864
ZMYM2 -5863
CNST -5860
DIDO1 -5834
THAP1 -5821
KDM7A -5814
TMEM161B -5793
VKORC1L1 -5762
ACSL4 -5759
SAV1 -5748
CMTM3 -5743
CTTNBP2 -5738
MTOR -5731
SETD5 -5711
CTCF -5704
LCLAT1 -5697
CDC123 -5690
ATXN1 -5670
SPAG7 -5661
NF1 -5656
KDM6B -5639
ZC3H4 -5634
SUMO3 -5612
RAB14 -5609
PJA2 -5600
RREB1 -5589
DPY30 -5584
ZFHX3 -5582
SMARCA1 -5579
ZNF618 -5577
ZNF574 -5560
KPNA2 -5557
ZBTB21 -5538
ACVR2B -5512
MAFK -5511
PPAT -5486
QKI -5481
AXIN2 -5460
KIDINS220 -5451
MAP3K1 -5444
PEAK1 -5419
ZNF24 -5404
WDR3 -5398
FUBP3 -5390
TNRC6A -5375
JDP2 -5355
ZNF367 -5342
FST -5326
KIF3A -5300
BBX -5277
HNRNPF -5235
TLE1 -5195
ABI2 -5183
PPP2R2A -5145
UBN2 -5131
KPNA3 -5125
CUL4B -5113
PPARGC1B -5066
FAM199X -5062
SALL1 -5058
MTX3 -5041
ABCC5 -5033
HIPK2 -5031
GNAQ -5001
APP -4997
AP1S2 -4996
NAA25 -4993
ARHGEF3 -4987
MAP3K9 -4979
MYO5A -4947
PPP3R1 -4946
NCKAP1 -4940
HEATR5A -4938
DGCR2 -4931
RAP2B -4913
NT5DC1 -4910
FOXO1 -4905
DAZAP2 -4900
IKZF2 -4831
SSX2IP -4817
RTN4 -4813
ERLEC1 -4782
ABI1 -4745
FZD4 -4736
PKN2 -4720
ARID2 -4701
TMEM68 -4683
MEIS2 -4659
SLAIN2 -4655
KLC1 -4607
TSPAN12 -4598
MFF -4569
GOLGA4 -4552
PDE7A -4537
FN1 -4514
ITSN2 -4498
RNMT -4492
ARID1A -4483
BEND3 -4464
SP4 -4417
CYTH3 -4410
NAA30 -4377
MRPL42 -4358
CCT2 -4306
MAP3K2 -4279
JAZF1 -4267
SS18 -4163
FBXL3 -4120
PHF6 -3987
TPD52 -3980
APLP2 -3976
RUNX1 -3972
SPOPL -3968
NDUFB5 -3964
MAP3K4 -3909
ELL2 -3869
TJP2 -3808
C16orf87 -3799
CBFA2T2 -3783
UBE2V1 -3766
CNOT1 -3674
ZNF330 -3649
TNKS2 -3643
CDK19 -3620
TBC1D9B -3618
GNG12 -3607
MCF2L -3594
KMT2E -3586
KAT6A -3585
CREB1 -3568
TBC1D12 -3566
FAM193B -3557
ZNF292 -3491
BHLHE41 -3488
GFPT2 -3485
EIF4G2 -3480
CPEB2 -3468
PGRMC1 -3447
NOTCH1 -3443
CAND1 -3406
GAB1 -3404
USP42 -3395
STAG1 -3389
FBXW7 -3350
PMPCB -3319
YLPM1 -3301
DCTN2 -3262
MAGEF1 -3231
EIF5A2 -3206
DCUN1D1 -3204
REL -3172
ZNF638 -3159
CDC42SE2 -3158
FAM214A -3120
TOMM70 -3115
RIOK2 -3003
NIN -2951
GCLC -2945
UBE2D3 -2941
CCNK -2925
BEND7 -2866
WSB1 -2853
ECE1 -2852
KLF3 -2839
RORA -2829
ROCK2 -2827
CAAP1 -2825
SUCLG2 -2819
DDIAS -2802
DYRK1A -2789
MTPN -2785
MAPK6 -2771
TCFL5 -2755
SPATA2 -2737
YIPF5 -2736
SLC10A7 -2728
CHRAC1 -2713
TRIO -2697
TM9SF3 -2691
CAMSAP2 -2688
APPBP2 -2668
ITPRIPL2 -2655
ZNF217 -2622
ZC3H12C -2612
CBLL1 -2513
SKIL -2483
CHST12 -2482
STIM2 -2472
MBNL2 -2470
CREBRF -2431
SH3GLB1 -2402
EIF5 -2378
ZNF462 -2375
MKL2 -2367
AGFG1 -2360
DBF4B -2345
ATAD2B -2227
RNF41 -2225
CEP55 -2206
MMS22L -2203
PTPRJ -2173
MNT -2167
C1orf21 -2151
KIF2A -2138
BBC3 -2136
LPGAT1 -2113
PPP4R1 -2040
FOSB -2035
CHM -2020
GJA1 -1994
TMEM19 -1968
FAM98A -1882
BCL2L11 -1852
ITPR1 -1812
CNN3 -1802
RBBP6 -1796
EIF4E -1791
UBR3 -1779
MARCH7 -1768
VEZT -1755
RALBP1 -1750
FAM76B -1729
MGAT4A -1691
CAMKK2 -1684
PDE8A -1666
PNRC1 -1641
ARID4B -1587
THUMPD3 -1567
TNS3 -1507
SLMAP -1499
NR2F2 -1496
CCNT2 -1460
MRPS14 -1423
TRAPPC13 -1404
DCP2 -1403
CLSTN1 -1369
FRS2 -1314
PTPN9 -1251
SPTY2D1 -1248
ONECUT2 -1229
YTHDF2 -1226
TMCC1 -1103
RGMB -1098
SRPK1 -1081
OTUD3 -1075
UCK2 -1066
SPIRE1 -1041
GABPB1 -1014
ARPC4 -980
WDCP -975
KIF14 -954
GALNT1 -924
PTCH1 -922
ZHX1 -876
GLCCI1 -844
AGRN -747
HNRNPU -718
GMFB -717
PLAG1 -693
SEC24A -685
SEPT2 -680
HEG1 -654
PRKCE -653
PRKX -639
SLC23A2 -616
ZKSCAN1 -605
TMEM109 -595
DNAJC21 -593
SCAMP1 -539
TJP1 -537
FAM83D -434
AFF4 -425
USP31 -423
DIMT1 -400
ETF1 -382
SNRNP48 -338
PGRMC2 -303
AKIRIN1 -295
MYH10 -289
TMEM41B -206
BZW1 -192
ACSL3 -154
NDUFA5 -138
CMTM6 -136
ZDHHC21 -78
ROCK1 -73
WARS -60
PHF20L1 -45
RNF44 -42
GNPTAB -34
STRN 85
AGL 106
BTBD3 121
BCAP29 137
TMTC3 141
ANKRD12 151
LBR 167
PSMA3 195
CCNG2 207
MORC3 208
BNIP2 209
NAA15 225
TSPAN6 240
THAP5 261
MARK1 269
ST5 283
USP54 296
ADRB1 317
ZNF823 322
RBM25 476
CBFB 503
SLC35F5 505
EFNB2 572
IDH2 672
FMN2 687
FOS 700
MARCKS 718
PABPN1 738
CEP135 760
CPEB4 765
LRRC1 801
KLF12 819
AKAP11 894
MBTD1 903
CDR2 911
ACBD3 921
REV1 928
URI1 943
CASK 946
C18orf25 948
CHORDC1 970
SLC35A3 979
WDFY3 983
ARFGEF1 999
TANC1 1003
PSPH 1045
CAMTA2 1049
PPP1CB 1068
SRSF10 1078
TSPYL1 1087
FAM8A1 1203
SDE2 1207
IGF2R 1253
NFIA 1315
YTHDF3 1332
ACADM 1344
DCUN1D4 1365
ZBTB34 1370
EPDR1 1371
TSPAN3 1415
DNMT3A 1432
TRIM2 1491
BAG5 1507
PDS5B 1524
ECHDC1 1564
KDM5A 1576
FBN1 1647
SSFA2 1655
RAB3GAP2 1656
PPP1CC 1699
CLASP2 1702
ARL4C 1714
KCNC4 1715
PRRC1 1725
EAPP 1738
ZBTB44 1775
ZNF260 1783
KATNBL1 1810
RASA1 1822
TP53INP1 1903
TARDBP 1916
PAPD5 1955
CDC14A 1979
COPS2 1980
PRDM2 1999
GSPT1 2038
STX2 2098
RBM12 2130
LYRM2 2261
ZNF507 2294
XIAP 2309
MYBL1 2341
VANGL1 2346
ALCAM 2354
FGF2 2420
MPDZ 2439
HNRNPH2 2516
MIER3 2520
NEMF 2552
RAPGEF2 2675
RNF139 2701
BNIP3L 2716
SMC2 2770
ARID5B 2832
PTP4A1 2852
RAB30 2884
CDH11 2889
ZNF430 2911
PDE4D 2968
CENPQ 2983
DST 3059
NINL 3174
PUM1 3199
MAP2K1 3202
MSI1 3216
STX16 3226
CTDSPL2 3256
PFKFB2 3284
ZNF275 3286
PHF10 3365
STAT1 3403
SLC20A2 3494
KBTBD2 3557
NUDCD1 3558
SNX16 3597
RAP1A 3611
AFAP1 3635
DYRK2 3751
TENM3 3796
MED4 3810
HMGN3 3815
CGGBP1 3830
ADAMTS5 3837
ZNF800 3839
NIP7 3841
E2F8 3852
TAB2 3859
C5orf24 3869
CD164 3916
MYB 3958
RFX7 3970
LNX2 4008
MRPL44 4033
SSR1 4040
SREK1 4078
CADM1 4081
LSM14A 4192
NHLRC2 4206
DYNC2LI1 4222
NUP62CL 4228
ZNF362 4249
SPATA5L1 4250
ZNRF2 4266
ZC3H11A 4269
EXOC1 4279
SEMA6A 4359
HDHD2 4363
CAMK2D 4371
EFCAB14 4404
PTPN13 4409
HLTF 4416
MCM8 4514
ZNF431 4519
SHANK2 4563
DUSP1 4613
DENND5B 4627
TBL1XR1 4631
ZNF350 4658
ADGRL2 4723
ANKRD28 4733
JMY 4744
FAM122B 4769
TMF1 4774
VPS13B 4841
NFXL1 4887
SGK3 4894
EYA1 4905
HMGCR 4931
C5orf15 4938
ATP2C1 4956
TMEM106B 4981
RSRC1 4982
VLDLR 4992
PQLC3 5074
EIF2S3 5156
TOP2A 5163
SMAD5 5166
RBAK 5177
C21orf91 5182
PTGS2 5204
HS6ST2 5221
SOD2 5292
CREBZF 5328
LNPEP 5334
C2orf49 5346
MYCN 5370
SPAG1 5438
HIPK3 5447
ANKIB1 5513
STARD4 5520
ALDH1L2 5528
FAM135A 5531
TXNDC5 5536
USP25 5629
SSBP2 5648
RGL1 5713
CNEP1R1 5760
TMEM38B 5779
EYA4 5794
FOXP2 5847
NPNT 5934
PTGFRN 5940
FAM174A 5943
BRWD3 5950
FAM46A 5984
TXNDC16 5995
SCARB2 5998
ACBD5 6009
ZBTB38 6065
GXYLT1 6105
IRS1 6127
SFPQ 6129
KITLG 6181
PRICKLE1 6184
LYSMD3 6199
TRAPPC8 6247
PANK1 6324
ARRDC3 6329
NECTIN2 6366
CITED2 6374
ABCA1 6440
ATP2B1 6452
CCDC186 6461
PMAIP1 6493
MAN1A2 6516
KCNJ8 6572
RHOBTB1 6586
RASD1 6587
ARGLU1 6598
ZIC5 6604
IREB2 6616
BTAF1 6664
PAPPA 6674
OXR1 6712
TCF4 6781
NUDT21 6798
HOXA10 6888
TBC1D14 6894
ID4 7004
PTEN 7010
SMARCA2 7015
ATP1B1 7052
IRF2BP2 7056
NR3C1 7063
GCNT1 7069
ZBED6 7080
ITGB8 7149
SLC46A3 7150
TFAM 7171
ZNF695 7191
NUS1 7199
PIM1 7297
PCDH7 7308
YBX3 7352
SERBP1 7367
CHSY1 7373
ZNF302 7385
SPRTN 7393
TMEM87B 7405
ADAM10 7417
COL5A2 7422
FAM129A 7424
PDP1 7449
ARL5B 7453
LGR4 7456
AMMECR1 7462
TFRC 7471
PDCL 7486
LIFR 7508
CACNA2D1 7519
MAP3K8 7520
TMEM165 7522
UGDH 7523
EFEMP1 7524
FAM43A 7575
NCOA7 7601
PLOD2 7616
ZEB2 7622
FAM126B 7628
SAMD12 7646
GOLGA8B 7675
TBX18 7679
ARHGAP42 7721
CXCL12 7764
FAT4 7772
LUM 7797
HINT3 7802
MATN2 7828
JAK2 7829


hsa-miR-423-5p

hsa-miR-423-5p
294
set hsa-miR-423-5p
setSize 342
pANOVA 1.28e-24
s.dist -0.323
p.adjustANOVA 2.11e-22



Top enriched genes

Top 20 genes
GeneID Gene Rank
UHMK1 -8133
ANKRD52 -8099
PYGB -8074
TRIOBP -8018
FAM214B -7980
OGDH -7979
RHOB -7976
ITGA5 -7970
RAC2 -7930
CDKN1A -7902
ADAM19 -7900
DBN1 -7870
ARPC5 -7866
DCAF7 -7838
GPRIN1 -7794
DDX6 -7784
SPRY4 -7752
LASP1 -7692
NACC1 -7683
PXN -7667

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
UHMK1 -8133
ANKRD52 -8099
PYGB -8074
TRIOBP -8018
FAM214B -7980
OGDH -7979
RHOB -7976
ITGA5 -7970
RAC2 -7930
CDKN1A -7902
ADAM19 -7900
DBN1 -7870
ARPC5 -7866
DCAF7 -7838
GPRIN1 -7794
DDX6 -7784
SPRY4 -7752
LASP1 -7692
NACC1 -7683
PXN -7667
TNRC6B -7664
THRA -7575
KAT7 -7573
NF2 -7566
RFFL -7564
ST6GALNAC6 -7533
MTSS1L -7508
CALM1 -7505
ZFP91 -7479
PPDPF -7466
PODXL -7463
ZBTB4 -7415
MLEC -7408
INO80D -7376
BCL9L -7374
WIPF2 -7360
CDC42 -7346
ARF3 -7339
MAP4 -7337
UBE2R2 -7310
ASF1B -7291
C1orf198 -7272
ADAR -7249
SRGAP2 -7212
PITPNM2 -7201
MAP1B -7192
FOXP4 -7175
RNF157 -7123
MKNK2 -7088
MEF2D -7073
DCAF12 -7068
CELSR3 -7046
AP1S1 -7045
R3HDM4 -7024
SLC44A2 -6984
NECTIN1 -6965
KDM5B -6933
RAB7A -6858
KRT80 -6845
MAP7D1 -6840
EIF4EBP1 -6838
ARHGDIA -6803
TACC1 -6757
ZNF592 -6699
PDE4A -6645
AXL -6637
G3BP2 -6632
ATXN7L3 -6608
PSME3 -6607
UGGT1 -6600
FAM222B -6559
KLC2 -6543
ODC1 -6537
BAZ2A -6535
GLUL -6509
UCHL1 -6508
N4BP3 -6504
SH3PXD2A -6478
GNAI2 -6424
MYBL2 -6416
TAF5L -6392
MINK1 -6391
NCOA2 -6386
ABHD2 -6353
DLGAP4 -6321
TMBIM6 -6308
NFIB -6244
ADGRL1 -6196
MPV17L2 -6188
RAD23A -6156
KMT2A -6151
VAC14 -6142
NRP1 -6126
TANC2 -6119
MAPKBP1 -6111
PGAM1 -6092
FKBP4 -6088
PNKD -6071
TMEM184B -6054
ATG9A -6047
ZNF609 -6018
GTF3C4 -5982
HNRNPUL1 -5961
HGSNAT -5851
VEZF1 -5840
EIF5AL1 -5721
CTDSP2 -5712
STXBP1 -5674
NF1 -5656
LIMD2 -5651
KDM6B -5639
CCNF -5624
TMUB1 -5604
ARHGEF11 -5576
SMARCC2 -5568
ERF -5559
NAV1 -5543
INPPL1 -5518
SCAF1 -5490
ATPAF1 -5464
CREB3L2 -5434
ZDHHC5 -5429
PEAK1 -5419
HMGA1 -5337
NRSN2 -5310
FAM102A -5280
VAMP2 -5264
PHF12 -5240
SMPD4 -5224
BTBD9 -5221
STK24 -5218
TBC1D13 -5199
ABCC5 -5033
SIPA1L3 -5004
SOX12 -4991
SEPT9 -4982
MAP3K9 -4979
AP2M1 -4948
SLC48A1 -4858
CLIC4 -4823
SIRPA -4805
EFNA3 -4760
TMEM164 -4714
CTNND1 -4669
GOLGA4 -4552
NDST1 -4527
IGF2BP1 -4491
BEND3 -4464
PTMS -4452
URM1 -4409
SAMD4B -4402
SLC9A1 -4350
SCAMP2 -4208
SYDE2 -4205
NAB2 -4170
U2AF2 -4155
LRP1 -4144
ZDHHC18 -4134
STRN4 -4125
REXO1 -4094
EP300 -4071
IMPDH1 -4040
ATP8B2 -4008
APLP2 -3976
ATP6V0D1 -3921
ZC3H7B -3917
RAB8A -3897
ATF7 -3782
TLN1 -3780
GPI -3774
SLC45A4 -3732
KDM5C -3619
GNG12 -3607
MARK2 -3600
KAT6A -3585
PRRC2B -3542
CNBP -3497
JAG2 -3451
ATXN2L -3353
KMT2D -3277
SLC25A44 -3258
SHC1 -3257
CAPN15 -3234
CDC42SE1 -3187
CARD10 -3085
BCORL1 -3055
NFIC -3048
TOLLIP -2971
C20orf27 -2943
CTDNEP1 -2892
DVL3 -2879
HIC2 -2792
DYRK1A -2789
PPARD -2757
SPATA2 -2737
TRIO -2697
FOXK1 -2669
GSK3A -2656
ANP32A -2646
SUPT6H -2640
PA2G4 -2443
FBRS -2439
ABCF2 -2427
VPS37C -2399
NAT8L -2354
EIF5A -2305
RAB5B -2294
PRKACA -2292
SNX19 -2197
COPS7B -2195
LAMTOR1 -2178
SYVN1 -2174
RAPGEFL1 -2054
PRR12 -2047
CASP2 -2039
MUL1 -2008
RASAL2 -1991
CELSR2 -1880
SRF -1822
VGF -1798
RHPN1 -1788
H6PD -1703
NFIX -1653
RAB6A -1632
BCL7A -1495
UBE2L3 -1481
PYCR2 -1470
ERC1 -1375
MAZ -1373
KDM2A -1310
C1QTNF6 -1269
HTT -1170
GLYR1 -1116
PDXP -1042
MOV10 -984
IER2 -799
ACER2 -719
TAF1C -708
DYRK1B -683
CAPN1 -661
SREBF2 -606
CTSD -594
CRTC2 -504
ATN1 -460
AFF4 -425
DTX3 -355
POLD3 -260
SSNA1 -256
DMWD -248
TAF4 -208
GOLPH3 -198
SLC29A2 -171
PQLC2 -145
EPHB4 -79
PACS1 -54
MGA 20
NT5DC2 158
FAM129B 184
MAFG 303
MGAT1 363
SRM 385
FOXN3 438
PDAP1 448
ELF4 470
RNF216 524
IDH2 672
PABPN1 738
CIC 840
ENC1 842
CLIP1 954
YME1L1 963
PLBD2 1095
ZCCHC3 1105
TBC1D20 1259
TRIM33 1277
ZBTB34 1370
TSPAN3 1415
KLHL3 1500
RIC8A 1592
MMP2 1607
RCCD1 1648
KCNC4 1715
PPP1R12B 1730
IRF1 1880
TCEA2 1883
DDX54 2072
STX2 2098
ERMP1 2269
IRF2BPL 2380
ICOSLG 2484
MDM4 2550
BMF 2657
ACACA 2762
ARID5B 2832
GALNT2 3046
PER1 3098
MED28 3112
PAK2 3167
LRRC47 3168
MSI1 3216
SEPT8 3232
UBFD1 3341
SNRNP70 3434
FOSL2 3458
KIAA0319L 3548
AFAP1 3635
CDC42EP4 3834
ZFP36L1 3907
CDCA7 4003
BAP1 4158
FKBP5 4341
DOCK1 4357
EIF4A1 4517
MTR 4547
MMP14 4579
FAM172A 4661
ZBTB7B 4719
SLC6A9 4867
CREBZF 5328
ATP6V1E1 5395
THTPA 5397
WDR45B 5560
SSBP2 5648
PFKFB3 5688
CALR 5728
XBP1 6078
PAX9 6106
TFAP2A 6109
TMEM41A 6123
FAM160B1 6169
ARRDC3 6329
CSF1 6505
SMAD7 6660
STRIP2 6760
CEBPB 6860
AP2A1 7051
SKI 7159
CXCL16 7218
CBX6 7425
ALKBH5 7638
SLC11A2 7643
CALM3 7649


hsa-miR-654-5p

hsa-miR-654-5p
451
set hsa-miR-654-5p
setSize 212
pANOVA 2.41e-21
s.dist -0.378
p.adjustANOVA 2.96e-19



Top enriched genes

Top 20 genes
GeneID Gene Rank
SH2B3 -8144
ANKRD52 -8099
PBX3 -8030
GID4 -8011
COTL1 -7991
MSI2 -7928
RAB11FIP1 -7888
SLC27A1 -7885
NCS1 -7880
SUB1 -7799
CBL -7686
NACC1 -7683
RTN3 -7651
HIP1 -7626
DYNC1LI2 -7585
ZDHHC3 -7570
ARHGAP32 -7552
TNFRSF21 -7540
DAG1 -7529
MTSS1L -7508

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
SH2B3 -8144
ANKRD52 -8099
PBX3 -8030
GID4 -8011
COTL1 -7991
MSI2 -7928
RAB11FIP1 -7888
SLC27A1 -7885
NCS1 -7880
SUB1 -7799
CBL -7686
NACC1 -7683
RTN3 -7651
HIP1 -7626
DYNC1LI2 -7585
ZDHHC3 -7570
ARHGAP32 -7552
TNFRSF21 -7540
DAG1 -7529
MTSS1L -7508
STC1 -7494
PIP5K1C -7431
ZBTB4 -7415
MLEC -7408
LIMK1 -7401
BCL9L -7374
KLHL21 -7365
ARF3 -7339
SMARCC1 -7336
PLAGL2 -7312
ATP6V0A1 -7250
YWHAH -7222
PITPNM2 -7201
FOXP4 -7175
TIMP2 -7165
VDAC2 -7151
CLASP1 -7091
MEF2D -7073
CS -6993
STX3 -6968
NECTIN1 -6965
SLC6A8 -6964
TEX261 -6951
MECP2 -6924
SZRD1 -6773
MGLL -6752
LARP1 -6696
HUWE1 -6671
ATXN7L3 -6608
MIER2 -6596
GDI1 -6580
FAM222B -6559
CNNM4 -6558
SH3PXD2A -6478
POU2F1 -6450
ATG13 -6445
BRD4 -6367
NFIB -6244
ELOVL1 -6232
JADE2 -6220
PLD3 -6216
PPM1F -6208
ZBTB7A -6174
DIRAS1 -6160
KMT2A -6151
VAC14 -6142
NEDD4L -6124
ADD1 -6109
SETD2 -6074
CC2D1B -6020
ZNF609 -6018
MLF2 -6006
NFATC3 -5927
HCFC1 -5802
KPNB1 -5789
ZHX3 -5687
RAB1B -5672
ATXN1 -5670
ZC3H4 -5634
CRABP2 -5619
ZNF574 -5560
ZMIZ1 -5558
USF3 -5450
CYB5R3 -5445
CREB3L2 -5434
C15orf39 -5386
ACTN4 -5376
TNRC6A -5375
JDP2 -5355
HMGA1 -5337
STK35 -5304
FAM102A -5280
LAMTOR4 -5276
PHF12 -5240
NUP153 -5035
TOB2 -4891
DUSP3 -4869
OAS3 -4811
SIRPA -4805
TMEM104 -4800
GIT1 -4795
BAZ1B -4779
EFNA3 -4760
CARM1 -4620
SERF2 -4567
IGF2BP1 -4491
KPNA6 -4481
NDOR1 -4478
SF3B3 -4294
LSM12 -4286
SETD1A -4004
PHB -3973
SH3GLB2 -3928
SLC7A1 -3920
TFE3 -3825
NPTXR -3726
KLHL18 -3669
AGO1 -3601
FAM193B -3557
DHCR24 -3539
ANXA11 -3486
C1orf226 -3379
NCKAP5L -3308
KMT2D -3277
NFIC -3048
HSF1 -3045
BCLAF1 -2953
HIC2 -2792
MRPL49 -2786
PEA15 -2749
APH1A -2628
FBXO46 -2610
RTF1 -2569
QSOX1 -2444
THEM6 -2362
MBD1 -2278
RNF41 -2225
MNT -2167
GMPPB -2145
BBC3 -2136
POM121 -2100
CELSR2 -1880
N4BP1 -1741
NDUFA10 -1721
DDX17 -1715
ATP2B4 -1712
SMG5 -1693
NFIX -1653
BCL7A -1495
TCOF1 -1408
TEAD3 -1392
ONECUT2 -1229
KCTD15 -1223
CEP170B -1079
TOM1L2 -858
GLCCI1 -844
EN2 -764
WBP1 -745
NMT1 -421
CBX5 -129
PACS1 -54
SUSD6 14
PPP6R3 31
ST5 283
MAFG 303
FLNB 347
MAP3K13 437
SRCAP 495
SUPT16H 622
HAX1 745
C18orf25 948
NFAT5 1062
NFE2L1 1179
MFSD14B 1317
ZYX 1462
MAT2A 1473
NREP 1535
STRADA 1631
STK38 1670
TCF7L2 1780
TARDBP 1916
C19orf66 1957
VANGL1 2346
COL6A2 2392
ARNT2 2432
ACACA 2762
SIRT7 2800
PKM 2928
GOLGA3 2980
TMEM178B 2994
KLF13 3072
ID2 3169
EFNA1 3205
MSI1 3216
FOSL2 3458
SMOC1 3464
COL6A1 4090
ZNF362 4249
DNAAF5 4318
NID1 4450
ANKRD13B 4531
CBX7 5312
OS9 5870
SMAD3 6014
WDR82 6028
IRS1 6127
S100PBP 6238
BAHCC1 6358
COL5A1 6678
SKI 7159
IGFBP5 7516
CALM3 7649


hsa-miR-1321

hsa-miR-1321
53
set hsa-miR-1321
setSize 344
pANOVA 3.19e-21
s.dist -0.297
p.adjustANOVA 3.14e-19



Top enriched genes

Top 20 genes
GeneID Gene Rank
ANKRD52 -8099
AP1G1 -8093
S100A16 -8067
PAFAH1B1 -8066
CERS2 -8056
PTK2 -7989
ITGA5 -7970
HPCAL1 -7948
PMEPA1 -7932
MSI2 -7928
ARHGDIB -7905
MAPK1 -7898
SMARCD1 -7881
MSN -7841
AGFG2 -7826
SPRY4 -7752
SLC30A7 -7742
EPB41L1 -7722
KIAA0513 -7714
NAV2 -7711

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
ANKRD52 -8099
AP1G1 -8093
S100A16 -8067
PAFAH1B1 -8066
CERS2 -8056
PTK2 -7989
ITGA5 -7970
HPCAL1 -7948
PMEPA1 -7932
MSI2 -7928
ARHGDIB -7905
MAPK1 -7898
SMARCD1 -7881
MSN -7841
AGFG2 -7826
SPRY4 -7752
SLC30A7 -7742
EPB41L1 -7722
KIAA0513 -7714
NAV2 -7711
LASP1 -7692
CBL -7686
TIMP3 -7676
SH3BGRL3 -7668
TNRC6B -7664
RTN3 -7651
HIP1 -7626
RFFL -7564
DDAH1 -7502
HMGA2 -7482
ZBTB4 -7415
MLEC -7408
BCL9L -7374
RNF38 -7354
MICU1 -7349
ARF3 -7339
SMARCC1 -7336
PLAGL2 -7312
CACNG4 -7283
ATXN1L -7263
PTPN1 -7258
FOXP4 -7175
USP22 -7169
TIMP2 -7165
DLG3 -7136
CEP68 -7128
MKNK2 -7088
MEF2D -7073
PNPO -7049
AP1S1 -7045
SEMA7A -6998
CS -6993
STX3 -6968
TAOK1 -6967
NECTIN1 -6965
TEX261 -6951
ACTN1 -6936
MECP2 -6924
BAHD1 -6896
BCL2L1 -6895
KRT80 -6845
ATP6V0B -6811
ITGA11 -6796
TGOLN2 -6789
SZRD1 -6773
RAPH1 -6762
ACTR1B -6753
CCND3 -6720
ADIPOR2 -6715
NOL4L -6685
FKBP1A -6635
ATXN7L3 -6608
KLC2 -6543
NUDT3 -6536
BAZ2A -6535
CDK12 -6458
POU2F1 -6450
FN3KRP -6435
NIPSNAP1 -6432
ZDHHC9 -6393
G6PC3 -6380
ZMYM3 -6371
DLGAP4 -6321
DYNLL2 -6248
ADGRL1 -6196
INPP5A -6187
KMT2A -6151
RAB11FIP5 -6123
PGAM1 -6092
HGS -6028
CUL3 -6000
LRRC59 -5958
RHBDD2 -5951
PDLIM5 -5874
WASF2 -5842
DAB2IP -5820
EIF1AD -5817
CTCF -5704
STXBP1 -5674
RAB1B -5672
LIMD2 -5651
RAB14 -5609
ZFHX3 -5582
ZNF618 -5577
SMARCC2 -5568
ERF -5559
ZMIZ1 -5558
SYDE1 -5503
SCAF1 -5490
QKI -5481
CREB3L2 -5434
C19orf47 -5431
SLC41A1 -5410
PSMD9 -5384
TPM3 -5371
NRSN2 -5310
SHISA5 -5306
PHF12 -5240
TMEM173 -5233
FAM84B -5167
RAP1GAP2 -5133
UBN2 -5131
RAB11B -5090
CHTF8 -5073
WBP2 -5070
HIPK2 -5031
CASC3 -5018
CTDSP1 -5007
SOX12 -4991
MAP3K9 -4979
RTKN -4955
ZNRF1 -4930
DAZAP2 -4900
TOB2 -4891
PSD4 -4827
OAS3 -4811
NCOR2 -4774
LUZP1 -4772
TMEM164 -4714
GGA3 -4702
FTO -4677
AEN -4648
SSU72 -4578
SPRYD3 -4572
IGF2BP1 -4491
ARID1A -4483
PDPR -4472
UBE2O -4445
WWP2 -4414
URM1 -4409
RAPGEF1 -4401
UBXN7 -4371
SLC9A1 -4350
GDF11 -4340
TULP3 -4264
TRAF4 -4223
PSKH1 -4203
SS18 -4163
FKBP1C -4141
STRN4 -4125
IMPDH1 -4040
TSPAN31 -3995
RUNX1 -3972
SOX13 -3967
XPNPEP3 -3954
PTPA -3879
SURF4 -3797
HECTD4 -3786
ATF7 -3782
ACVR2A -3757
HDLBP -3749
TMEM63A -3629
KDM5C -3619
AGO1 -3601
MARK2 -3600
NME1 -3555
MAX -3547
PRRC2B -3542
REEP4 -3528
CHD8 -3527
ZNF444 -3514
RPRD2 -3505
ARNT -3459
UBL4A -3407
TP53I11 -3329
OTUD7B -3317
NCKAP5L -3308
SLC25A44 -3258
CAPN15 -3234
UBQLN4 -3192
CDC42SE1 -3187
EMC10 -3079
BCORL1 -3055
UBE2D3 -2941
MTPN -2785
TFG -2781
PPARD -2757
CEP170 -2731
SLC9A8 -2716
CAPZB -2696
FOXK1 -2669
GSK3A -2656
SUPT6H -2640
ATG2B -2625
NRBP2 -2624
VPS37C -2399
CGN -2395
SPTBN2 -2304
PLA2G15 -2273
RNF41 -2225
UBE2Q1 -2213
CEP55 -2206
KIF3B -2126
CD276 -2082
RAPGEFL1 -2054
GLB1 -1975
SLC25A17 -1845
SRF -1822
SLC35A2 -1808
SNU13 -1773
N4BP1 -1741
NFIX -1653
RNF121 -1585
CFL2 -1569
BCL7A -1495
FRS2 -1314
ONECUT2 -1229
TTLL4 -1186
HTT -1170
ANKRD40 -1078
CRTC2 -504
NMT1 -421
RCC1 -310
ACTR1A -298
AKIRIN1 -295
DMWD -248
ARL6IP5 -218
BZW1 -192
SP2 -165
PBXIP1 -147
CBX5 -129
PACS1 -54
RNF44 -42
SUSD6 14
MORC4 72
GIGYF2 93
AURKA 174
FAM129B 184
MAFG 303
KLHL9 429
ADARB1 430
ARL8A 453
PLXNA1 461
NRARP 469
ELF4 470
STIM1 500
DHX15 501
EIF4EBP2 539
GABARAP 579
TPP1 582
CYB5B 617
PHB2 644
BRWD1 685
ZIC2 690
PABPN1 738
CHORDC1 970
LEMD3 994
NFAT5 1062
ZCCHC3 1105
TBC1D20 1259
SPIN1 1336
FLOT2 1372
FAM234B 1393
MAT2A 1473
SLC7A6 1497
NAA60 1605
MMP2 1607
SEC62 1675
KCNC4 1715
PPP1R12B 1730
NRF1 1798
SLC25A23 1911
CYB561D1 1924
FADS2 2148
B4GALT3 2164
C10orf76 2178
MYBL1 2341
ZNF703 2358
NIPAL2 2361
GINS1 2402
BAK1 2496
PSD3 2531
CDCA8 2828
PCYT1A 2857
FAM120C 3095
TNS1 3129
HNRNPDL 3139
FOSL2 3458
RAP1A 3611
NUTF2 3883
ZFP36L1 3907
COL6A1 4090
ELOVL7 4202
ZNF362 4249
RERE 4297
PCGF3 4440
SESN2 4575
HOXB9 4591
TSPYL5 4606
CYP26B1 4705
ZBTB7B 4719
RASSF5 4764
FRMD8 4902
RUBCN 5085
RPL28 5153
LNPEP 5334
METTL21A 5446
IGFBP4 5543
GOSR1 5613
LYPD6 5652
SGMS1 5841
UBE2G2 5910
VAPB 5912
NPNT 5934
ARHGAP35 6001
BAZ1A 6282
MON1B 6316
UNC5B 6335
CITED2 6374
NBL1 6521
HIPK1 6882
HOXA10 6888
BTF3L4 6893
RUNX1T1 7068
RBMS1 7081
SKI 7159
CBX6 7425
IL1RAP 7504
IGFBP5 7516
IGF1R 7561
PIGS 7567
NPR3 7678
OSTM1 7732
SLC2A3 7766


hsa-miR-491-5p

hsa-miR-491-5p
345
set hsa-miR-491-5p
setSize 377
pANOVA 5.19e-21
s.dist -0.283
p.adjustANOVA 4.27e-19



Top enriched genes

Top 20 genes
GeneID Gene Rank
DIP2B -8122
ARL2BP -8111
ANKRD52 -8099
ADGRG1 -8096
HAS3 -8081
LZIC -8052
CAMTA1 -7949
RAC2 -7930
MAPK1 -7898
SMARCD1 -7881
CDC42EP2 -7859
MSN -7841
DCAF7 -7838
RBPJ -7836
DNMT3B -7835
CSRP1 -7830
NACC1 -7683
TIMP3 -7676
STK4 -7674
DYNC1LI2 -7585

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
DIP2B -8122
ARL2BP -8111
ANKRD52 -8099
ADGRG1 -8096
HAS3 -8081
LZIC -8052
CAMTA1 -7949
RAC2 -7930
MAPK1 -7898
SMARCD1 -7881
CDC42EP2 -7859
MSN -7841
DCAF7 -7838
RBPJ -7836
DNMT3B -7835
CSRP1 -7830
NACC1 -7683
TIMP3 -7676
STK4 -7674
DYNC1LI2 -7585
TLDC1 -7580
KDM3B -7577
ST6GALNAC6 -7533
PTBP3 -7530
STC1 -7494
HMGA2 -7482
PPDPF -7466
DOT1L -7452
PLP2 -7444
THBS1 -7424
AP3D1 -7421
ZBTB4 -7415
PAPOLG -7412
LIMK1 -7401
INO80D -7376
SPRYD4 -7363
BRPF3 -7361
ANKRD17 -7351
ARF3 -7339
MEF2A -7317
PLAGL2 -7312
ARHGAP29 -7292
ATP6V0A1 -7250
FOXP4 -7175
SEH1L -7120
ELMSAN1 -7084
MEF2D -7073
ZSWIM4 -7057
DPF2 -7034
TMX2 -7017
GYS1 -6997
NECTIN1 -6965
POLR2C -6952
KDM5B -6933
ARL4D -6922
BCL2L1 -6895
MPRIP -6874
TMEM43 -6873
RAB7A -6858
SZRD1 -6773
NUP188 -6747
ARPP19 -6746
PATL1 -6744
GNPDA1 -6736
LARP1 -6696
AXL -6637
ATXN7L3 -6608
SUV39H1 -6592
GDI1 -6580
ABT1 -6563
LAPTM4B -6562
FAM222B -6559
BAZ2A -6535
SH3PXD2A -6478
NDUFB11 -6464
GTPBP1 -6454
RNF11 -6449
IRF4 -6394
ERGIC1 -6388
BRD4 -6367
C5orf51 -6362
IST1 -6340
NOTCH2 -6323
ANAPC13 -6301
CMIP -6274
CPSF7 -6266
NFIB -6244
DIRAS1 -6160
PMM2 -6118
ADD1 -6109
IQSEC2 -6076
PNKD -6071
RAVER1 -6061
STMN3 -6027
ZNF609 -6018
SERTAD2 -5967
HNRNPUL1 -5961
TSN -5931
LYPLA2 -5914
IQGAP3 -5911
SEC61A1 -5862
SF3A3 -5856
HGSNAT -5851
CD151 -5831
PFN1 -5825
KPNB1 -5789
PATZ1 -5785
ARID3B -5765
EIF5AL1 -5721
SETD5 -5711
GIPC1 -5705
MCM2 -5683
CHAMP1 -5679
ELK3 -5677
RAB1B -5672
LIMD2 -5651
ESYT1 -5648
NUFIP2 -5642
DDB1 -5594
CLCF1 -5580
ZNF618 -5577
ARHGEF11 -5576
ZNF574 -5560
ERF -5559
SSRP1 -5509
SCAF1 -5490
PPAT -5486
PSMF1 -5439
PHF23 -5435
CREB3L2 -5434
C19orf47 -5431
PEAK1 -5419
TNRC6A -5375
MBD2 -5368
PCBD1 -5366
EPN1 -5302
CPNE2 -5286
BBX -5277
PHF12 -5240
COX6B1 -5164
TNFAIP1 -5112
TTPAL -5065
TNKS1BP1 -5047
HIPK2 -5031
CASC3 -5018
SEPT9 -4982
DAZAP2 -4900
DUSP3 -4869
POLR3A -4842
TMEM104 -4800
GIT1 -4795
EFNA3 -4760
TRIM28 -4756
SPRED2 -4696
HOXC11 -4675
CTNND1 -4669
AEN -4648
PHC2 -4637
CARM1 -4620
SPRYD3 -4572
NFKBID -4532
NDST1 -4527
CDR2L -4520
CDK16 -4518
IGF2BP1 -4491
ARID1A -4483
NXF1 -4404
SAMD4B -4402
VPS28 -4397
HNRNPA0 -4353
GARS -4333
TULP3 -4264
U2AF2 -4155
LRRC8A -4105
RFWD3 -4073
TBC1D2B -3985
CFL1 -3975
SH3GLB2 -3928
TRIM3 -3868
EGFR -3859
JMJD8 -3834
TFE3 -3825
TLN1 -3780
RUSC1 -3756
TTC3 -3742
MAML1 -3725
KLHL18 -3669
AGO1 -3601
SRPRA -3572
FAM193B -3557
TMEM131 -3392
ATXN2L -3353
SLC38A2 -3352
OTUD7B -3317
TXLNA -3311
MPC1 -3309
KMT2D -3277
SHC1 -3257
CLUH -3119
SORBS3 -3049
NFIC -3048
DOLPP1 -2961
C20orf27 -2943
HIC2 -2792
PPARD -2757
PEA15 -2749
SNX33 -2744
COPZ1 -2678
APPBP2 -2668
APH1A -2628
PPP4C -2623
ASH2L -2572
RTF1 -2569
KDM4B -2553
MRPS35 -2485
SH3RF1 -2409
EIF5A -2305
PRKACA -2292
PRKCD -2261
KHDRBS1 -2210
RASAL2 -1991
EIF5B -1945
CELSR2 -1880
MAPKAP1 -1826
ZMYM4 -1825
SRF -1822
NCBP3 -1728
ABCE1 -1719
DDX17 -1715
SMG5 -1693
NFIX -1653
TMEM50A -1593
CFL2 -1569
MAZ -1373
PEG10 -1273
ONECUT2 -1229
CDK18 -1180
TMEM143 -1149
PPP6C -1112
RGMB -1098
CEP170B -1079
ULK3 -940
TOM1L2 -858
CHD4 -824
ZNF503 -807
AGRN -747
TSC1 -746
CAPN1 -661
SEC13 -621
JADE1 -619
MARCH9 -588
PHF19 -577
LRCH4 -576
SLC25A32 -553
MIDN -547
TOMM22 -529
ATN1 -460
TJAP1 -449
NMT1 -421
CHAF1A -394
RCE1 -309
DMWD -248
NUSAP1 -187
SEC24C -109
DDX46 -59
ZNF644 28
BTBD3 121
ZBTB47 133
PDXK 163
TTC39C 290
C2orf42 388
ADARB1 430
PTPN11 435
SRCAP 495
TM4SF1 548
MEST 577
TPP1 582
MARCKS 718
UBTF 890
CNN2 927
SAE1 1024
B4GALT5 1044
CAMTA2 1049
LIPT2 1057
RNF40 1084
PTK7 1141
OGFR 1272
TRIM33 1277
FLOT2 1372
MPV17 1442
TXNRD1 1443
ACVR1B 1461
MAT2A 1473
CHD3 1565
TAF10 1664
BRK1 1694
KCNC4 1715
QSOX2 1736
SHOC2 1787
BHLHE40 1830
EEF1A1 1902
SLC25A23 1911
ASB13 1934
TXNL4B 1958
DMPK 1984
IGF2 1995
MDK 2000
VMA21 2087
IMP3 2090
FADS2 2148
EZH1 2169
TDP2 2283
ZNF703 2358
NIPAL2 2361
RPS6KA3 2377
ARNT2 2432
GTPBP2 2434
MPDZ 2439
MIER3 2520
AKT1S1 2588
PKM 2928
GALNT2 3046
TNS1 3129
COL4A2 3142
PUM1 3199
ELF3 3220
PAF1 3278
CREG1 3339
SEC22A 3362
PRC1 3366
SKA2 3753
CENPT 3776
ZFP36L1 3907
RBFOX2 3976
PPT1 4095
TMED4 4180
ZNF362 4249
TSKU 4351
RAB13 4449
ANKRD13B 4531
SESN2 4575
CYP26B1 4705
ZBTB7B 4719
TPX2 4776
NUP50 4839
RPS23 4925
AMD1 4977
ZNF580 5042
IFITM2 5052
SNX9 5288
PTPRU 5303
IGFBP4 5543
TNFRSF1B 5579
GCC2 5737
CNEP1R1 5760
UBE2G2 5910
PTGFRN 5940
RPS11 5993
TP53 6352
GRAMD1A 6418
KCNJ8 6572
SLC6A6 6634
C6orf106 6741
INTS2 6918
PPP1R9B 6978
FNIP2 7128
SKI 7159
IER5 7251
OXSR1 7273
B4GALT1 7309
PCYOX1 7341
IGFBP5 7516
ADAMTS19 7584
IFNAR2 7587
PIK3R1 7617
FAM126B 7628
EPAS1 7781


hsa-miR-485-5p

hsa-miR-485-5p
338
set hsa-miR-485-5p
setSize 370
pANOVA 2.22e-20
s.dist -0.281
p.adjustANOVA 1.45e-18



Top enriched genes

Top 20 genes
GeneID Gene Rank
GPRC5A -8136
TMEM9B -8112
CERS6 -8105
ANKRD52 -8099
SGPL1 -8097
S100A16 -8067
PMP22 -8060
MTMR4 -8026
VAT1 -8025
CEP350 -7978
DENR -7952
ABHD17C -7940
MSI2 -7928
BCL10 -7918
CDKN1A -7902
RAC1 -7875
DBN1 -7870
SMURF2 -7845
MSN -7841
DCAF7 -7838

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
GPRC5A -8136
TMEM9B -8112
CERS6 -8105
ANKRD52 -8099
SGPL1 -8097
S100A16 -8067
PMP22 -8060
MTMR4 -8026
VAT1 -8025
CEP350 -7978
DENR -7952
ABHD17C -7940
MSI2 -7928
BCL10 -7918
CDKN1A -7902
RAC1 -7875
DBN1 -7870
SMURF2 -7845
MSN -7841
DCAF7 -7838
LCOR -7817
GOT2 -7808
NQO1 -7788
MET -7772
JMJD1C -7757
FAM53C -7747
TNRC6B -7664
ARHGAP32 -7552
FBXW11 -7551
TYRO3 -7550
E2F3 -7520
MEPCE -7509
PLEKHA1 -7504
STC1 -7494
USP47 -7486
HMGA2 -7482
ACTR3 -7441
THBS1 -7424
HDAC1 -7409
BCL9L -7374
ADH5 -7366
SPRYD4 -7363
CYB561A3 -7350
MICU1 -7349
TRIM8 -7327
PLAGL2 -7312
ITGA3 -7305
EHD2 -7287
C1orf198 -7272
SRGAP2 -7212
MTCL1 -7211
USP22 -7169
TIMP2 -7165
ZSWIM6 -7126
ELMSAN1 -7084
MEF2D -7073
PANK3 -7070
CSNK2A1 -7013
GBF1 -7005
SLC35F6 -7002
TAOK1 -6967
TEX261 -6951
TTYH3 -6906
TGIF2 -6844
MAP7D1 -6840
ARHGDIA -6803
ADIPOR2 -6715
ZCCHC2 -6681
PYGO2 -6674
AMOTL1 -6641
CTTNBP2NL -6631
MPDU1 -6619
ATXN7L3 -6608
TPD52L2 -6561
BAZ2A -6535
YWHAG -6528
NUMB -6526
TRIM14 -6480
MAVS -6403
SMAP2 -6375
ABHD2 -6353
SSSCA1 -6344
NOTCH2 -6323
DLGAP4 -6321
TMBIM6 -6308
FAM89B -6261
MKL1 -6251
ASAP1 -6238
SSH2 -6234
INPP5A -6187
SLC12A6 -6175
RC3H1 -6166
LZTS2 -6161
RAB11FIP5 -6123
FKBP4 -6088
ADAMTSL5 -5974
KIF13A -5939
AP1M1 -5929
SF1 -5925
TICRR -5919
TULP4 -5864
HGSNAT -5851
WASF2 -5842
PLIN3 -5716
SETD5 -5711
LCLAT1 -5697
CTGF -5681
C16orf70 -5659
RCC2 -5655
LIMD2 -5651
ZNF512B -5616
PAK4 -5614
ZDHHC2 -5581
ZBTB39 -5497
YWHAB -5495
NKIRAS2 -5466
KIDINS220 -5451
USF3 -5450
TBC1D24 -5441
VTA1 -5438
ZDHHC5 -5429
SHISA5 -5306
FAM102A -5280
CD44 -5200
TBC1D13 -5199
FAM84B -5167
CHTF8 -5073
PFN2 -5064
TNKS1BP1 -5047
SKP1 -5040
PCNX3 -5008
SIPA1L3 -5004
PPP3R1 -4946
FASN -4925
TMEM214 -4892
SLC48A1 -4858
ZNF384 -4845
RFC5 -4803
NPC1 -4798
CHP1 -4792
LUZP1 -4772
NBPF15 -4768
FAM57A -4639
PHC2 -4637
PDE7A -4537
UBE2I -4533
NDOR1 -4478
PDPR -4472
PTMS -4452
PLEC -4411
CYTH3 -4410
URM1 -4409
NBPF14 -4354
CHD9 -4312
SF3B3 -4294
PSKH1 -4203
ATXN7L3B -4186
ZDHHC18 -4134
DPYSL3 -4087
ARMC8 -4052
SYPL1 -4045
IMPDH1 -4040
INO80 -4018
TBC1D2B -3985
APLP2 -3976
SPOPL -3968
RAB35 -3963
TIMM13 -3948
MYL6 -3936
DOCK5 -3934
TCEAL9 -3847
TLN1 -3780
GPI -3774
CDC42EP1 -3736
CNOT1 -3674
TNFRSF10B -3657
BLCAP -3638
CELF1 -3630
AGO1 -3601
KAT6A -3585
GNPNAT1 -3583
CREB1 -3568
FAM193B -3557
MAX -3547
PHTF2 -3541
DHCR24 -3539
MDM2 -3511
RPRD2 -3505
ANXA11 -3486
BSG -3476
CPEB2 -3468
KIAA1522 -3394
DCTN5 -3377
FBXW7 -3350
TP53I11 -3329
PAQR4 -3303
AKT2 -3273
MLX -3135
EARS2 -3114
OPA1 -3087
RMND5B -3086
EMC10 -3079
CTDNEP1 -2892
DVL3 -2879
TMEM189 -2812
PEA15 -2749
UAP1L1 -2706
CAPZB -2696
MXD3 -2682
FOXK1 -2669
RTF1 -2569
ZNF621 -2509
RPRD1B -2453
QSOX1 -2444
FBRS -2439
SF3A2 -2410
CPTP -2290
BTG2 -2236
UBE2Q1 -2213
COPS7B -2195
LAMTOR1 -2178
DAD1 -2160
UNC45A -2093
MED13L -2076
CA12 -2051
TMEM19 -1968
CYTH2 -1947
CELSR2 -1880
SLC12A7 -1862
SRF -1822
TMUB2 -1708
H6PD -1703
EPM2AIP1 -1590
ZNF346 -1584
SUMF2 -1536
RMI2 -1518
PDPK1 -1474
CCNT2 -1460
BCAS3 -1374
ACTG1 -1329
FBXL12 -1312
ONECUT2 -1229
MGEA5 -1185
SRPK1 -1081
GBA2 -937
SCN1B -812
EPS15 -775
M6PR -748
TXLNG -706
DNAJC27 -617
ZKSCAN1 -605
HOXB6 -564
ITCH -559
USP31 -423
ZMIZ2 -339
TMEM33 -328
ACTR1A -298
POLD3 -260
TGFBI -245
GOLPH3 -198
CBX5 -129
HP1BP3 -127
TSPAN4 -111
AMOTL2 -57
COX7C -13
MGA 20
CLDN12 36
PDXK 163
CRCP 198
OGT 235
DCTD 238
PGP 374
HSP90AB1 562
GABARAP 579
SUPT16H 622
MED9 769
UBTF 890
MRPS27 972
JUND 993
B4GALT5 1044
PPP1CB 1068
RBM48 1186
SMARCE1 1232
CCAR2 1309
NBPF11 1348
EPDR1 1371
CHST3 1515
CHD3 1565
ETNK1 1594
NRDE2 1763
ZNF768 1777
LETMD1 1847
ELOVL6 1850
TP53INP1 1903
TRIM65 1988
CDKAL1 2016
NR2F6 2327
SRSF3 2342
VANGL1 2346
ATRN 2350
CKS1B 2388
COPS7A 2441
MDM4 2550
TAGLN 2710
TNPO2 2759
NUAK2 2769
UBA52 2829
TSPAN13 2918
GOLGA3 2980
CLCC1 3029
IFI6 3077
SEMA4C 3078
RAB8B 3111
UTP15 3118
EFNA1 3205
OCLN 3271
SERTAD3 3489
ATP11A 3596
AFAP1 3635
KDELC2 3658
RACGAP1 3800
PRUNE1 3823
SLTM 3833
EPB41L4A 3879
SLC16A9 3901
RDX 3957
IBA57 4109
PPP4R3A 4136
GSR 4237
ATG5 4273
NUCB1 4313
MYH9 4316
PCGF3 4440
EIF4A1 4517
MMP14 4579
CRTAP 4671
TOP2A 5163
LAMP1 5280
ZNF17 5286
RBM17 5361
THTPA 5397
TXNDC5 5536
CENPB 5583
VPS26A 5598
RRM2 5735
PRKAB2 5778
ARHGAP35 6001
TNFSF9 6081
DMKN 6111
MON1B 6316
PANK1 6324
TP53 6352
B4GAT1 6497
ANXA6 6659
SMAD7 6660
RPL15 6711
VPS36 6904
PTEN 7010
LEPROTL1 7066
SLC44A1 7137
IGFBP3 7177
OXSR1 7273
CMTM4 7283
GLCE 7395
CBX6 7425
TFRC 7471
DFFA 7483
CROT 7553
MTUS1 7730
FSTL1 7830


hsa-miR-185-5p

hsa-miR-185-5p
100
set hsa-miR-185-5p
setSize 509
pANOVA 2.36e-20
s.dist -0.24
p.adjustANOVA 1.45e-18



Top enriched genes

Top 20 genes
GeneID Gene Rank
UHMK1 -8133
ARL2BP -8111
TMED5 -8109
ANXA2 -8108
ANKRD52 -8099
ADGRG1 -8096
RAB5A -8050
MTMR4 -8026
VAT1 -8025
STX6 -8016
WSB2 -7973
PRELID3B -7962
KLF2 -7910
MAPK1 -7898
RAB11FIP1 -7888
EAF1 -7874
PHLDB1 -7868
DCAF7 -7838
LCOR -7817
FMNL3 -7758

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
UHMK1 -8133
ARL2BP -8111
TMED5 -8109
ANXA2 -8108
ANKRD52 -8099
ADGRG1 -8096
RAB5A -8050
MTMR4 -8026
VAT1 -8025
STX6 -8016
WSB2 -7973
PRELID3B -7962
KLF2 -7910
MAPK1 -7898
RAB11FIP1 -7888
EAF1 -7874
PHLDB1 -7868
DCAF7 -7838
LCOR -7817
FMNL3 -7758
GSK3B -7750
EPB41L1 -7722
TNRC6B -7664
TSPAN14 -7656
SNX30 -7649
ARF4 -7589
ACOT7 -7578
KDM3B -7577
RHOA -7560
OTUD4 -7553
ARHGAP32 -7552
CPA4 -7528
MTSS1L -7508
YWHAZ -7497
HMGA2 -7482
NUP62 -7422
PAPOLG -7412
INO80D -7376
BRPF3 -7361
ANKRD17 -7351
CDC42 -7346
ARF3 -7339
TSC22D1 -7332
NPTX1 -7325
TBC1D5 -7319
PLAGL2 -7312
RASSF8 -7302
CACNG4 -7283
SNTB2 -7243
SRGAP2 -7212
GRPEL2 -7208
HOXC10 -7199
SEL1L -7189
FOXP4 -7175
USP22 -7169
STK40 -7163
MAPKAPK2 -7149
FURIN -7134
CDC42EP3 -7112
SMG7 -7083
KIF1B -7081
MGRN1 -7060
DPF2 -7034
STX3 -6968
POLR2C -6952
FAM168A -6872
ZNF655 -6871
RAB7A -6858
POLE3 -6856
BCAT2 -6848
MAPRE1 -6835
SLC36A1 -6782
BLOC1S6 -6779
HK2 -6770
RAPH1 -6762
ZNFX1 -6754
PATL1 -6744
GNPDA1 -6736
ZNF687 -6718
ZNF592 -6699
LARP1 -6696
ARHGAP1 -6678
HUWE1 -6671
NBN -6649
PDE4A -6645
ITGB5 -6614
ATXN7L3 -6608
PSME3 -6607
C1orf122 -6575
FAM222B -6559
KLC2 -6543
BAZ2A -6535
YWHAG -6528
SENP1 -6513
TRIM14 -6480
RHOG -6426
VPS35 -6423
SDF2 -6422
SIN3A -6401
NAPA -6398
ZDHHC9 -6393
NCOA2 -6386
G6PC3 -6380
SPTAN1 -6374
BRD4 -6367
C5orf51 -6362
AAR2 -6345
NOTCH2 -6323
ANAPC13 -6301
AGPAT3 -6289
SLC39A14 -6272
EDC3 -6260
MYADM -6255
NDRG3 -6252
MKL1 -6251
TLE3 -6249
DYNLL2 -6248
VDR -6225
PLD3 -6216
ADGRL1 -6196
PCDHAC1 -6183
KMT2A -6151
PPP6R1 -6129
NRP1 -6126
TANC2 -6119
GRINA -6093
ZBTB5 -6091
HSDL1 -6035
MTRR -6032
ASXL1 -6002
SLC29A1 -5999
GTF3C4 -5982
INTS5 -5968
SDC3 -5954
TSN -5931
NFATC3 -5927
MIEF1 -5926
SF1 -5925
USP6NL -5922
EIF2AK1 -5916
TULP4 -5864
TMEM246 -5836
ARF1 -5829
PATZ1 -5785
COG1 -5741
SETD5 -5711
CRAMP1 -5699
RAB1B -5672
ATXN1 -5670
NF1 -5656
UBP1 -5652
CRABP2 -5619
RAB14 -5609
PKMYT1 -5607
PJA2 -5600
MYO18A -5590
C7orf49 -5587
ZNF618 -5577
ZMIZ1 -5558
NAV1 -5543
SOGA1 -5477
HDGF -5440
CREB3L2 -5434
C19orf47 -5431
NKRF -5426
FNBP1 -5388
ACTN4 -5376
TNRC6A -5375
VAMP2 -5264
ATP6V1B2 -5256
PHF12 -5240
AP3M1 -5206
CD44 -5200
TBC1D13 -5199
GRB2 -5151
ABCC5 -5033
LMBR1 -5024
RITA1 -5019
SIPA1L3 -5004
APP -4997
MAU2 -4976
FADD -4959
ATG101 -4935
IQGAP1 -4911
SPTBN1 -4908
CYB561 -4830
EDARADD -4821
CDK5R1 -4814
OAS3 -4811
DNMT1 -4787
LUZP1 -4772
FZD4 -4736
GGA3 -4702
FTO -4677
SIMC1 -4661
NFKBID -4532
IGF2BP1 -4491
ARID1A -4483
PDPR -4472
PTMS -4452
URM1 -4409
SAMD4B -4402
RAPGEF1 -4401
UBXN7 -4371
RBM23 -4359
HNRNPA0 -4353
SLC9A1 -4350
DNAJB6 -4328
PSKH1 -4203
RBL1 -4190
STAM2 -4166
CNOT7 -4153
SNX27 -4151
ZDHHC18 -4134
ZNF395 -4124
POGK -4119
ZBTB45 -4112
E2F6 -4104
DPAGT1 -4085
SMAD2 -4057
RELA -4036
ATP8B2 -4008
RAB35 -3963
SLC7A1 -3920
TMEM141 -3915
RAB8A -3897
SETD1B -3893
PTPA -3879
TFDP1 -3849
ATF7 -3782
HDLBP -3749
TTC3 -3742
C2orf68 -3737
IP6K1 -3718
TNKS2 -3643
KDM5C -3619
TRIM44 -3610
GNG12 -3607
AGO1 -3601
KAT6A -3585
SLC38A1 -3553
ZNF444 -3514
CPEB2 -3468
TAGLN2 -3427
TMEM127 -3396
KDELR1 -3359
KMT2D -3277
SLC25A44 -3258
USP36 -3238
UBQLN4 -3192
LDAH -3129
EIF1 -3097
EMC10 -3079
PHF21A -3044
C2CD2L -2991
CCNK -2925
ZSCAN22 -2894
CTDNEP1 -2892
DVL3 -2879
ROCK2 -2827
SUCLG2 -2819
HIC2 -2792
GCNT2 -2790
MRPS21 -2788
MTPN -2785
SPATA2 -2737
CAPZB -2696
CAMSAP2 -2688
RAE1 -2673
APH1A -2628
PPP4C -2623
CSNK1G1 -2532
MAPK1IP1L -2491
RMDN3 -2477
QSOX1 -2444
PIP4K2C -2433
CGN -2395
AGFG1 -2360
EIF5A -2305
CCDC97 -2269
BTG2 -2236
SNX19 -2197
COPS7B -2195
C1orf21 -2151
TRAM2 -2110
TM9SF1 -2108
CD276 -2082
MED13L -2076
GAN -2057
CASP2 -2039
CCSER2 -2024
EIF5B -1945
PRKAR2A -1922
CELSR2 -1880
ANAPC5 -1846
NDRG1 -1751
ATP2B4 -1712
SMG5 -1693
SATB1 -1683
NFIX -1653
SIK3 -1629
HNRNPC -1625
ABL2 -1622
SUMF2 -1536
TRAPPC1 -1399
MAZ -1373
CLSTN1 -1369
ALDH9A1 -1364
LRP10 -1349
KDM2A -1310
ATP6V0E1 -1309
TEAD1 -1286
PMF1 -1278
PROSER3 -1240
ONECUT2 -1229
KCTD15 -1223
RSF1 -1188
STAT5B -1159
PPP6C -1112
PLS3 -1085
OTUD3 -1075
HADHA -1061
ARPC4 -980
GBA2 -937
TUBGCP3 -935
TOM1L2 -858
SATB2 -852
ZNF473 -753
TXLNG -706
DYRK1B -683
RNF20 -650
SLC23A2 -616
SREBF2 -606
ZKSCAN1 -605
TMEM109 -595
TJP1 -537
SET -509
NDUFB3 -508
TOP1 -378
CNNM3 -278
IKBKB -229
SLC29A2 -171
CBX5 -129
HP1BP3 -127
MEX3A -107
RICTOR -17
RBM6 -5
FJX1 10
MORC4 72
STRN 85
BTBD3 121
TMTC3 141
PDXK 163
DNAJB4 172
ASIC1 243
FAM104A 246
MLXIP 266
ANKFY1 351
PTPN11 435
PCDHAC2 452
PHLPP2 509
EIF4EBP2 539
GABARAP 579
ZNF589 596
RBM15B 612
HMBOX1 732
HSP90AA1 762
CPEB4 765
MED9 769
LDLR 802
ENC1 842
CDR2 911
SCARB1 940
C18orf25 948
METTL9 1004
PLBD2 1095
ZCCHC3 1105
PPP1R14C 1140
IGF2R 1253
TBC1D20 1259
TUFT1 1287
MCCC1 1292
SARNP 1338
MRPL10 1355
ZBTB34 1370
FLOT2 1372
VIPAS39 1431
ACVR1B 1461
MAT2A 1473
SPATS2 1573
CKAP2 1642
BASP1 1644
PITPNA 1779
FIZ1 1821
SUZ12 1873
UBE2H 2039
RALGAPB 2058
LPCAT3 2172
LIMD1 2230
NAA40 2237
C1D 2277
NR2F6 2327
MYBL1 2341
VANGL1 2346
ZNF703 2358
NIPAL2 2361
GINS1 2402
DERL1 2414
COPS7A 2441
MDM4 2550
EIF4B 2587
GOLGB1 2650
AHCYL1 2731
CSNK1D 2734
ARL1 2910
SIX1 2930
PRMT6 2975
PAK2 3167
EFNA1 3205
MSI1 3216
LYN 3308
HSPA14 3311
EDEM1 3347
STAT1 3403
HSPH1 3587
SAR1A 3592
AFAP1 3635
SLC25A28 3740
ATP8B1 3770
PRUNE1 3823
SCD 3857
EPB41L4A 3879
CD164 3916
TAF3 3932
RAB40C 3938
RBFOX2 3976
YY1 3997
ATP2A2 4044
PSMD11 4088
RPRD1A 4089
TCF12 4106
PPP4R3A 4136
BAP1 4158
CLCN6 4161
TMED4 4180
MKRN1 4245
ZC3H11A 4269
RERE 4297
SESN2 4575
INSIG1 4771
SYNM 4885
RSU1 4904
RPS23 4925
GLUD1 4933
SMCHD1 5111
ABCF3 5352
PREPL 5453
CDK6 5492
PRKAB2 5778
PBX1 5786
SGMS1 5841
ENAH 5889
VAPB 5912
PIP5K1A 5931
NPNT 5934
MFSD11 5986
SMAD3 6014
ZBTB38 6065
NPTN 6097
TFAP2A 6109
MRPL34 6110
BACH1 6162
RNF220 6188
SHROOM3 6270
BCL2L2 6277
TP53 6352
PCDH18 6535
CCNL2 6649
MAPK14 6661
ENPP5 6679
PPP2R1B 6736
GOLGA7 6812
FNDC3B 6846
HIPK1 6882
BTF3L4 6893
SFT2D3 6960
ZBED6 7080
ELOVL2 7103
CCP110 7216
SUN2 7246
IER5 7251
PIM1 7297
CEMIP 7342
KAZN 7368
COL1A1 7371
IGSF3 7502
IGFBP5 7516
TMEM165 7522
PABPC4L 7565
ADAMTS19 7584
PLPP3 7588
SOCS3 7610
VEGFA 7642
RBM47 7651
ZNF37A 7659
PPP1R3B 7661
EPAS1 7781
PCDH10 7795
CCND2 7815


hsa-miR-541-3p

hsa-miR-541-3p
409
set hsa-miR-541-3p
setSize 237
pANOVA 5.05e-20
s.dist -0.346
p.adjustANOVA 2.77e-18



Top enriched genes

Top 20 genes
GeneID Gene Rank
SH2B3 -8144
ANKRD52 -8099
ICMT -8090
PBX3 -8030
GID4 -8011
COTL1 -7991
MSI2 -7928
AP3S1 -7925
RAB11FIP1 -7888
SLC27A1 -7885
NCS1 -7880
SUB1 -7799
LMNA -7797
BCL9 -7789
LASP1 -7692
NACC1 -7683
TIMP3 -7676
RTN3 -7651
HIP1 -7626
DYNC1LI2 -7585

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
SH2B3 -8144
ANKRD52 -8099
ICMT -8090
PBX3 -8030
GID4 -8011
COTL1 -7991
MSI2 -7928
AP3S1 -7925
RAB11FIP1 -7888
SLC27A1 -7885
NCS1 -7880
SUB1 -7799
LMNA -7797
BCL9 -7789
LASP1 -7692
NACC1 -7683
TIMP3 -7676
RTN3 -7651
HIP1 -7626
DYNC1LI2 -7585
CKB -7549
TNFRSF21 -7540
FOSL1 -7513
MTSS1L -7508
STC1 -7494
PIP5K1C -7431
ZBTB4 -7415
MLEC -7408
LIMK1 -7401
BCL9L -7374
KLHL21 -7365
ARF3 -7339
SMARCC1 -7336
PLAGL2 -7312
ATP6V0A1 -7250
PITPNM2 -7201
FOXP4 -7175
TIMP2 -7165
STK40 -7163
VDAC2 -7151
CLASP1 -7091
MEF2D -7073
NECTIN1 -6965
SLC6A8 -6964
TEX261 -6951
TTYH3 -6906
BCL2L1 -6895
SZRD1 -6773
USF2 -6756
MGLL -6752
LARP1 -6696
HUWE1 -6671
AXL -6637
ATXN7L3 -6608
MIER2 -6596
GDI1 -6580
FAM222B -6559
CNNM4 -6558
BAZ2A -6535
POU2F1 -6450
ZMYM3 -6371
CPSF7 -6266
MYADM -6255
NFIB -6244
JADE2 -6220
PPM1F -6208
ZBTB7A -6174
DIRAS1 -6160
KMT2A -6151
VAC14 -6142
NEDD4L -6124
CC2D1B -6020
ZNF609 -6018
MLF2 -6006
NFATC3 -5927
HCFC1 -5802
KPNB1 -5789
ZHX3 -5687
RAB1B -5672
ATXN1 -5670
LIMD2 -5651
ZC3H4 -5634
C19orf25 -5627
CRABP2 -5619
ZMIZ1 -5558
PHF8 -5499
USF3 -5450
CYB5R3 -5445
CREB3L2 -5434
SETD7 -5387
C15orf39 -5386
ACTN4 -5376
TNRC6A -5375
HMGA1 -5337
STK35 -5304
FAM102A -5280
PHF12 -5240
CASKIN2 -5084
FASN -4925
SMYD5 -4895
DUSP3 -4869
REPIN1 -4859
OAS3 -4811
SIRPA -4805
TMEM104 -4800
GIT1 -4795
BAZ1B -4779
EFNA3 -4760
CARM1 -4620
SERF2 -4567
NDST1 -4527
STEAP3 -4508
IGF2BP1 -4491
NXF1 -4404
SLC9A1 -4350
LSM12 -4286
SETD1A -4004
PHB -3973
SLC7A1 -3920
TFE3 -3825
NPTXR -3726
AGO1 -3601
FZR1 -3545
PRRC2B -3542
DHCR24 -3539
ANXA11 -3486
C1orf226 -3379
NCKAP5L -3308
KMT2D -3277
CHMP1A -3196
NFIC -3048
BCLAF1 -2953
ADCY9 -2870
GFER -2843
HIC2 -2792
MRPL49 -2786
PEA15 -2749
APH1A -2628
FBXO46 -2610
ENTPD6 -2596
RTF1 -2569
ZNF704 -2473
QSOX1 -2444
MBD1 -2278
RNF41 -2225
SYVN1 -2174
MNT -2167
GMPPB -2145
BBC3 -2136
POM121 -2100
ITPRIP -2088
CELSR2 -1880
N4BP1 -1741
NDUFA10 -1721
DDX17 -1715
SMG5 -1693
NFIX -1653
BCL7A -1495
TCOF1 -1408
TEAD3 -1392
NEDD4 -1242
ONECUT2 -1229
KCTD15 -1223
GANAB -1129
CEP170B -1079
TOM1L2 -858
GLCCI1 -844
EN2 -764
RNF213 -759
WBP1 -745
NMT1 -421
DMWD -248
CBX5 -129
PACS1 -54
FJX1 10
PPP6R3 31
TIAM1 183
ST5 283
MAFG 303
FLNB 347
MAP3K13 437
SRCAP 495
TRABD 550
SUPT16H 622
HAX1 745
UBTF 890
AKAP11 894
C18orf25 948
NFAT5 1062
NFE2L1 1179
TSPAN3 1415
ACVR1B 1461
ZYX 1462
MAT2A 1473
NREP 1535
STRADA 1631
STK38 1670
ARL4C 1714
C19orf66 1957
HYOU1 2129
ZNF703 2358
ARNT2 2432
PSD3 2531
ACACA 2762
SIRT7 2800
BMP2 2919
PKM 2928
GOLGA3 2980
TMEM178B 2994
KLF13 3072
ID2 3169
EFNA1 3205
MSI1 3216
PFKFB2 3284
FOSL2 3458
SMOC1 3464
ZFP36L1 3907
HKR1 3987
ATP2A2 4044
COL6A1 4090
ZNF362 4249
ZKSCAN2 4288
DNAAF5 4318
NID1 4450
ANKRD13B 4531
CBX7 5312
ZNF516 5831
OS9 5870
WDR82 6028
IRS1 6127
S100PBP 6238
BAHCC1 6358
SLC6A6 6634
COL5A1 6678
CXCL16 7218
IGFBP5 7516
CALM3 7649


hsa-miR-497-5p

hsa-miR-497-5p
351
set hsa-miR-497-5p
setSize 1139
pANOVA 1.28e-19
s.dist -0.161
p.adjustANOVA 5.49e-18



Top enriched genes

Top 20 genes
GeneID Gene Rank
ZMAT3 -8135
UHMK1 -8133
AP1S3 -8130
TBC1D9 -8127
NAPG -8118
SGK1 -8116
SGPL1 -8097
PHACTR2 -8092
ICMT -8090
VTI1B -8089
DHTKD1 -8078
PAFAH1B1 -8066
RAP2C -8062
CTDSPL -8051
ITGA2 -8041
AKAP12 -8033
MTMR4 -8026
VAT1 -8025
ERLIN2 -8024
MOB4 -8023

Click HERE to show all gene set members

All member genes
GeneID Gene Rank
ZMAT3 -8135
UHMK1 -8133
AP1S3 -8130
TBC1D9 -8127
NAPG -8118
SGK1 -8116
SGPL1 -8097
PHACTR2 -8092
ICMT -8090
VTI1B -8089
DHTKD1 -8078
PAFAH1B1 -8066
RAP2C -8062
CTDSPL -8051
ITGA2 -8041
AKAP12 -8033
MTMR4 -8026
VAT1 -8025
ERLIN2 -8024
MOB4 -8023
PRKAA1 -8009
TNPO1 -8007
YWHAQ -8005
CEP350 -7978
CDS2 -7955
KPNA1 -7954
DENR -7952
DIAPH1 -7937
DCTN4 -7929
UBE4A -7908
TMEM154 -7906
SLC12A2 -7897
E2F7 -7894
RAB11FIP1 -7888
NCS1 -7880
SPRED1 -7872
CDC42EP2 -7859
FGFR1 -7857
SMURF2 -7845
MYO1C -7842
DCAF7 -7838
RBPJ -7836
CLIP4 -7834
DVL1 -7824
LCOR -7817
LRRFIP2 -7809
GAREM1 -7783
FZD6 -7779
SNRK -7778
EED -7776
AP2B1 -7774
SPRY4 -7752
GSK3B -7750
CDCA4 -7745
ARHGAP12 -7729
EPB41L1 -7722
TBPL1 -7720
SLC39A9 -7710
ZNF532 -7707
AASDHPPT -7695
MAP3K3 -7688
GRB10 -7678
STRADB -7670
TNRC6B -7664
XPO7 -7662
MAP3K7 -7653
HSPG2 -7652
RTN3 -7651
NRBP1 -7607
DYNC1LI2 -7585
RGS3 -7574
SOCS5 -7569
MYO5B -7568
OTUD4 -7553
ARHGAP32 -7552
SIK2 -7534
PRRC2C -7524
E2F3 -7520
DIXDC1 -7517
ELL -7516
CALM1 -7505
PLEKHA1 -7504
DCAF8 -7503
ZNF652 -7496
ARCN1 -7493
HMGA2 -7482
MMS19 -7478
PLXNA2 -7469
RAD23B -7468
PODXL -7463
C11orf68 -7416
PAPOLG -7412
DESI1 -7400
KCNN4 -7397
PURA -7396
BCL9L -7374
PDCD6IP -7372
ANKRD17 -7351
CYB561A3 -7350
CDC42 -7346
MAP4 -7337
TSC22D1 -7332
UBE2R2 -7310
RASSF8 -7302
CCNE1 -7300
FRYL -7298
ZFHX4 -7276
CAPRIN1 -7265
ATXN1L -7263
KATNAL1 -7251
SNTB2 -7243
PPIF -7225
YWHAH -7222
PCMT1 -7215
TUBA1A -7206
TFAP2C -7200
CTNNBIP1 -7191
SEL1L -7189
SFXN2 -7185
PLS1 -7178
SLC39A10 -7162
FURIN -7134
NUP210 -7130
SEH1L -7120
DENND6A -7109
CLASP1 -7091
ELMSAN1 -7084
KIF1B -7081
ALDH1A3 -7062
AEBP2 -7059
SON -7048
COL4A3BP -7026
EVI5 -7001
C20orf194 -6985
FSD1 -6982
PTPN3 -6976
TAOK1 -6967
CLCN3 -6945
DEPTOR -6926
SREK1IP1 -6920
GNAI3 -6904
CDC25A -6903
CPEB3 -6885
RNF111 -6882
TMEM43 -6873
FAM168A -6872
ARFGAP2 -6865
MSRB2 -6854
TGIF2 -6844
MAPRE1 -6835
OTUB1 -6831
SMPD1 -6823
ARHGDIA -6803
RELT -6802
IVNS1ABP -6801
MRPS2 -6799
SLC4A7 -6793
TGOLN2 -6789
CACUL1 -6785
SLC36A1 -6782
RAPH1 -6762
TACC1 -6757
SACM1L -6755
ARPP19 -6746
CCND1 -6739
ARMCX2 -6733
BCL2L13 -6728
STK38L -6724
CCND3 -6720
UBE4B -6708
ZC3H13 -6705
LDOC1 -6701
ZNF592 -6699
NOL4L -6685
PPM1A -6683
ZCCHC2 -6681
AMOTL1 -6641
FKBP1A -6635
G3BP2 -6632
SEL1L3 -6626
POLR1A -6609
ATXN7L3 -6608
PSME3 -6607
RFX3 -6605
PDCD4 -6585
KLC2 -6543
HELZ -6539
BAZ2A -6535
ADRB2 -6534
SLC15A4 -6529
ZER1 -6524
TPRG1L -6519
DLST -6517
IPO7 -6515
CKAP5 -6507
BPTF -6503
SOX6 -6462
GTPBP1 -6454
POU2F1 -6450
ATG13 -6445
SNRPC -6442
TAF5 -6441
DIEXF -6412
XPR1 -6402
MINK1 -6391
DCAF10 -6387
ABHD2 -6353
WEE1 -6350
FBXL20 -6341
IST1 -6340
TFAP4 -6327
NOTCH2 -6323
NCKIPSD -6314
SOBP -6313
ZRANB1 -6309
ANAPC13 -6301
KIF5B -6292
ANKS1A -6291
RNF144B -6280
CDK17 -6278
ELMO2 -6277
CPSF7 -6266
MYADM -6255
DYNLL2 -6248
ASAP1 -6238
FNDC3A -6233
PPP2R5C -6226
JADE2 -6220
UBE2K -6204
ADGRL1 -6196
EXTL3 -6192
DICER1 -6184
PCDHAC1 -6183
UBN1 -6169
OCRL -6163
DNAJC9 -6154
USP9X -6141
YOD1 -6133
ARHGAP5 -6128
ACOX1 -6107
TTL -6082
INTS6 -6078
ALAD -6070
ATG9A -6047
MTCP1 -6040
SETD3 -6033
MTRR -6032
CC2D1B -6020
OIP5 -5952
NFATC3 -5927
TNK2 -5924
USP6NL -5922
PHF20 -5918
ANGEL1 -5917
LYPLA2 -5914
ASH1L -5902
MAP2K3 -5901
CBX4 -5887
USP3 -5886
TCF3 -5876
PDLIM5 -5874
ZMYM2 -5863
SF3A3 -5856
ARL2 -5839
CCNJL -5822
SIAH1 -5806
SLC25A22 -5795
TMEM161B -5793
PIEZO1 -5777
BVES -5774
EMC4 -5772
ACSL4 -5759
SAV1 -5748
CBX2 -5727
KIF5A -5725
CTDSP2 -5712
TMED8 -5709
AP5S1 -5675
STXBP1 -5674
NF1 -5656
RHPN2 -5654
NUFIP2 -5642
DCP1A -5628
SUMO3 -5612
MYO18A -5590
RREB1 -5589
DEDD -5583
ZFHX3 -5582
TMEM8A -5554
NAV1 -5543
SLC35A4 -5526
NUP98 -5522
ACVR2B -5512
MAFK -5511
SSRP1 -5509
SYDE1 -5503
ZBTB39 -5497
QKI -5481
CDC27 -5476
AXIN2 -5460
HDGF -5440
VTA1 -5438
SOCS6 -5416
C15orf39 -5386
WAPL -5377
TPM3 -5371
PI4K2B -5349
ZNF367 -5342
HMGA1 -5337
POM121C -5332
DNAJA2 -5324
C11orf24 -5318
MADD -5284
ATP6V1B2 -5256
RAB40B -5227
AP3M1 -5206
ABI2 -5183
LCP1 -5177
TMEM258 -5174
FAM84B -5167
GRB2 -5151
UBN2 -5131
KPNA3 -5125
TNFAIP1 -5112
IPO9 -5108
MTMR14 -5103
PLPP1 -5089
PPP1R2 -5082
TXN2 -5081
WIPI2 -5076
TTPAL -5065
PTCD3 -5060
SALL1 -5058
ABCC5 -5033
HIPK2 -5031
CHEK1 -5012
ARIH1 -5009
GNAQ -5001
APP -4997
AP1S2 -4996
NAA25 -4993
MAP3K9 -4979
RNF125 -4974
RPP25 -4954
MYO5A -4947
DGCR2 -4931
FASN -4925
IQGAP1 -4911
GNA12 -4898
RAB10 -4897
SMYD5 -4895
PPP2R1A -4878
DUSP3 -4869
KLF7 -4866
CYB561 -4830
CLU -4829
CMPK1 -4825
RABGAP1 -4815
CDK5R1 -4814
RTN4 -4813
GIT1 -4795
CAMSAP1 -4793
CHP1 -4792
ACTR2 -4789
NCOR2 -4774
LUZP1 -4772
DEF8 -4771
ATP13A3 -4759
ENDOV -4739
FZD4 -4736
CSDE1 -4705
GGA3 -4702
RNF10 -4691
NEO1 -4682
HOXC11 -4675
CTNND1 -4669
STARD13 -4660
RRAGA -4626
CREBL2 -4622
CARM1 -4620
KLC1 -4607
DMTF1 -4596
TRIM36 -4584
SCN8A -4581
SSU72 -4578
SPRYD3 -4572
KMT2C -4571
SERF2 -4567
GOLGA4 -4552
UBE2I -4533
DNAJC5 -4525
STEAP3 -4508
BCL11B -4504
CRIM1 -4500
RNMT -4492
AMIGO1 -4487
PDPR -4472
USP14 -4463
PPP1R13B -4458
UBE2B -4444
PDZD8 -4443
TSPYL2 -4441
WWP2 -4414
RAPGEF1 -4401
EIF1AX -4390
SORT1 -4381
CHD9 -4312
TBP -4290
RAF1 -4283
RNF169 -4282
RAB23 -4244
AGK -4229
PEX12 -4221
SYDE2 -4205
PSKH1 -4203
ATXN7L3B -4186
REEP1 -4185
LRCH3 -4121
REXO1 -4094
PERP -4092
TRIM35 -4086
CCNT1 -4080
RFWD3 -4073
GSE1 -4060
SMAD2 -4057
SYPL1 -4045
CYLD -4021
DNAJC16 -4012
SMYD4 -4006
CRTC3 -3988
CHD6 -3962
ENSA -3949
MCU -3935
DOCK5 -3934
SLC7A1 -3920
MAP3K4 -3909
MED15 -3901
BACE1 -3894
SETD1B -3893
VPS4A -3882
ELL2 -3869
TLE4 -3856
FBXO21 -3832
HECTD4 -3786
TLN1 -3780
UBE2V1 -3766
HNRNPA2B1 -3759
ACVR2A -3757
SUCO -3741
GFPT1 -3733
IP6K1 -3718
TCAIM -3710
INSR -3708
HECTD1 -3671
KLHL18 -3669
BLCAP -3638
CELF1 -3630
GNG12 -3607
AGO1 -3601
SRPRA -3572
RNF138 -3538
RPRD2 -3505
KIF1C -3502
HAS2 -3496
ANXA11 -3486
CPEB2 -3468
ARNT -3459
TRMT112 -3437
SMURF1 -3422
CDC23 -3416
RIC1 -3410
USP42 -3395
HADH -3391
C1orf226 -3379
DCTN5 -3377
FBXW7 -3350
KIF18B -3348
CEP85L -3327
EGLN1 -3322
KMT2D -3277
AHCYL2 -3274
AKT2 -3273
PISD -3254
ADSS -3226
DCUN1D1 -3204
CAPZA2 -3168
BTRC -3165
RYBP -3161
CDC42SE2 -3158
NT5DC3 -3155
LIMS1 -3132
CLUH -3119
ZADH2 -3113
ACACB -3112
CARD10 -3085
NCOA4 -3084
ANLN -3066
GDI2 -3059
NFIC -3048
DOLPP1 -2961
NIN -2951
GCLC -2945
LRPPRC -2923
DYNLT3 -2888
TIPIN -2880
ZNF622 -2878
TMEM70 -2860
UBAC1 -2855
WSB1 -2853
RORA -2829
STXBP3 -2828
CAAP1 -2825
DYRK1A -2789
MTPN -2785
SNX11 -2778
KLHL26 -2774
GLRX -2770
PIAS2 -2752
PDCD11 -2741
GATAD2A -2734
PTPN4 -2732
SLC9A8 -2716
FOXK1 -2669
ITPRIPL2 -2655
ZBTB33 -2633
ZC3H12C -2612
ENTPD6 -2596
RTF1 -2569
FAT3 -2568
PAG1 -2557
ACP2 -2526
KIF21A -2522
PRDM4 -2518
NLRX1 -2506
MAPK1IP1L -2491
MBNL2 -2470
RPRD1B -2453
QSOX1 -2444
PA2G4 -2443
VPS33B -2436
PIP4K2C -2433
CREBRF -2431
SESN1 -2424
SRP72 -2411
SYNJ1 -2369
EPC1 -2368
NAT8L -2354
ARL3 -2348
GORASP2 -2342
EIF5A -2305
SPTBN2 -2304
RNF217 -2300
PRKACA -2292
MBD1 -2278
PLA2G15 -2273
TARBP2 -2252
BTG2 -2236
RNF41 -2225
UBE2Q1 -2213
C16orf72 -2209
CEP55 -2206
COPS7B -2195
PLXNB1 -2194
EGLN2 -2189
PTPRJ -2173
MNT -2167
CFAP45 -2163
C1orf21 -2151
GMPPB -2145
KIF3B -2126
JARID2 -2125
POM121 -2100
USP19 -2080
PYM1 -2079
GAN -2057
RAPGEFL1 -2054
CA12 -2051
UBL3 -2019
TBCCD1 -1982
BOLA3 -1957
EIF5B -1945
CCNJ -1934
PRKAR2A -1922
LRP6 -1859
ACSL1 -1850
C15orf40 -1827
ITPR1 -1812
CA8 -1810
MEX3C -1800
RBBP6 -1796
EIF4E -1791
UBR3 -1779
ZNF697 -1754
N4BP1 -1741
POLDIP3 -1736
SLC25A12 -1695
MGAT4A -1691
SOS2 -1688
FBXO33 -1687
ZNF691 -1667
KLHDC10 -1633
ABL2 -1622
MN1 -1616
NISCH -1610
MCFD2 -1563
RSBN1 -1562
IRF2BP1 -1559
RLIM -1520
BCL7A -1495
PDPK1 -1474
SPEN -1461
CCNT2 -1460
KANK1 -1450
POLR3F -1443
PHIP -1422
CLSTN1 -1369
EPB41L4B -1353
MAPKAPK5 -1345
EXOSC1 -1338
LATS2 -1324
FRS2 -1314
DDX3X -1287
TEAD1 -1286
TAB3 -1276
ARHGEF12 -1246
MED26 -1239
AK4 -1236
ONECUT2 -1229
TLK1 -1208
WDR47 -1202
KIF5C -1195
HTT -1170
PPP6C -1112
TMCC1 -1103
RGMB -1098
UNC119B -1082
SRPK1 -1081
SRGAP1 -1040
ZSWIM3 -1016
GSTCD -1010
CD274 -1008
CNOT6L -991
MOV10 -984
NR4A1 -979
KIF23 -943
GALNT1 -924
PTCH1 -922
ANP32E -910
ZHX1 -876
SATB2 -852
EN2 -764
ASCC3 -762
RNF213 -759
M6PR -748
TSC1 -746
WDR43 -711
TXLNG -706
MTMR3 -701
PLAG1 -693
SEC24A -685
DYRK1B -683
SEPT2 -680
NPEPPS -674
JADE1 -619
ZKSCAN1 -605
PCSK6 -599
TMEM109 -595
MARCH9 -588
PHF19 -577
LITAF -575
PI4KB -571
ZDHHC23 -536
AREL1 -534
FAM122A -528
NBR1 -519
DPY19L4 -516
HARS2 -514
IPPK -491
WASL -474
NUDCD3 -464
PPM1D -450
AFF4 -425
USP31 -423
NMT1 -421
ADNP2 -419
MED1 -401
BSDC1 -365
SNRNP48 -338
TMEM33 -328
RNF24 -319
RCE1 -309
ACTR1A -298
AKIRIN1 -295
HSDL2 -285
POLD3 -260
MKNK1 -242
IKBKB -229
CNTNAP1 -228
CCDC6 -216
TAF7 -203
TSC22D3 -199
BZW1 -192
CHPT1 -163
HAUS3 -160
FREM2 -159
WWP1 -144
CBX5 -129
NUCKS1 -126
AMER1 -112
KHNYN -95
EPHB4 -79
CNNM2 -21
RICTOR -17
RBM6 -5
PDIK1L -4
SUSD6 14
TTC1 16
PPP6R3 31
CLDN12 36
NOB1 37
MRPL35 70
PHLDA3 109
PDK4 130
DNAJB4 172
TBRG1 206
MED11 213
NAA15 225
CCDC28A 226
OGT 235
BTF3 252
ZNRF3 258
NPC2 273
YTHDF1 304
ESRRA 313
FLNB 347
CCNY 359
C2orf42 388
AGO4 410
MAP3K13 437
RAB4B 445
PDAP1 448
PCDHAC2 452
PPIG 462
CCDC85C 472
CBFB 503
PHLPP2 509
LATS1 511
TM4SF1 548
XKR8 560
EFNB2 572
THSD4 601
SUPT16H 622
PPP2R2D 626
SUN1 659
NOD1 679
BRWD1 685
HMBOX1 732
CPEB4 765
STOX2 772
DUS1L 788
IFT74 834
ENC1 842
ARL14EP 846
AADAT 872
AKAP11 894
HIGD1A 901
PTAR1 916
SCARB1 940
CASK 946
C18orf25 948
CHORDC1 970
ASB1 1053
NFAT5 1062
PLD1 1088
PLBD2 1095
ZCCHC3 1105
DDX52 1135
PPP1R14C 1140
PTK7 1141
ESRP1 1152
TMEM138 1169
NFE2L1 1179
STYX 1212
TGFBR3 1242
IGF2R 1253
TBC1D20 1259
HSPA4L 1273
PEX5 1283
CPNE1 1301
ANKRD6 1354
DCUN1D4 1365
SRSF11 1366
ZBTB34 1370
TTC21B 1428
PHKA1 1437
ZYX 1462
IL10RB 1485
BAG5 1507
CHRNA5 1528
ECHDC1 1564
ZNF436 1575
ETNK1 1594
GOLGA1 1602
NAA60 1605
VCL 1608
AQP11 1617
STRADA 1631
PNRC2 1666
STK38 1670
VAMP1 1701
KCNC4 1715
PPP1R12B 1730
ASB7 1748
EXT2 1762
SMARCD2 1768
ZBTB44 1775
EFTUD2 1785
SHOC2 1787
PRTG 1815
BHLHE40 1830
TNIP2 1835
ELOVL6 1850
SUZ12 1873
GOLT1B 1876
FLCN 1889
GCC1 1921
CYB561D1 1924
CA2 1935
SOWAHC 1942
CDC14A 1979
DMPK 1984
LARP1B 2012
LMO7 2015
SCOC 2048
RALGAPB 2058
DDX54 2072
RAB9A 2076
VMA21 2087
ZDHHC16 2119
HNRNPA1 2124
RBM12 2130
PPIL4 2139
CHUK 2166
EZH1 2169
PAQR3 2175
C10orf76 2178
SNIP1 2184
LRIF1 2200
TXNIP 2251
CUL2 2259
COL4A1 2275
SLC9A6 2316
HOXA3 2334
MYBL1 2341
SNX1 2343
CRKL 2362
RPS6KA3 2377
IRF2BPL 2380
RASEF 2386
FGF2 2420
ATXN2 2433
COPS7A 2441
MAPK8 2503
KBTBD4 2515
MIB1 2539
ASPH 2578
EIF4B 2587
CDV3 2593
HACD3 2611
MTHFR 2614
ABTB2 2638
KARS 2649
MSL1 2653
RAPGEF2 2675
AGAP3 2691
PCNX1 2713
IRS2 2726
PSMD7 2740
NUAK2 2769
BIRC5 2773
BICD1 2805
CHIC1 2847
ATF6 2855
ARL8B 2872
RAB30 2884
SYS1 2899
G2E3 2929
FHL2 2943
KLHDC8B 2960
PLPP6 2971
IARS 2988
CHAC1 2990
PPP3CB 3013
LCORL 3035
BCL2 3051
RBSN 3090
AP3B1 3100
GALC 3136
HNRNPDL 3139
PAK2 3167
WBP11 3192
MAP2K1 3202
ZNF275 3286
TRAM1 3289
ISOC1 3317
CREG1 3339
UBFD1 3341
USP15 3354
SLC35G1 3364
FOSL2 3458
SLC20A2 3494
KBTBD2 3557
ATP11A 3596
SNX16 3597
AFAP1 3635
SIRT4 3652
HAUS2 3694
ZNF267 3717
DYRK2 3751
NFS1 3760
RACGAP1 3800
THAP6 3824
ADAMTS5 3837
C5orf24 3869
CD164 3916
MYB 3958
SLC25A37 3978
GALNT7 4006
ZNF91 4014
FAM89A 4018
SSR1 4040
KLHL2 4075
SREK1 4078
PNPLA6 4086
PPT1 4095
B3GNT2 4114
PAM 4131
DPP8 4167
VAMP8 4168
ELOVL7 4202
RAB11FIP2 4207
ZNF362 4249
ZNRF2 4266
ZC3H11A 4269
SMIM13 4339
PIGB 4354
SENP2 4394
ATG14 4411
SLC41A2 4417
MFN2 4454
CCDC88C 4473
PSAT1 4524
LAMC1 4525
ANKRD13B 4531
ZC3H6 4589
FICD 4597
TBL1XR1 4631
SNRPA1 4633
MAPK9 4704
CYP26B1 4705
UBE2J1 4740
RASSF5 4764
FAM122B 4769
ZNF326 4789
NKAP 4807
RAB9B 4823
NUP50 4839
ZNF627 4888
PLRG1 4932
LAMTOR3 4972
STK33 5043
MLYCD 5044
KCNK1 5047
CALU 5129
CDC25B 5147
UTRN 5148
SMAD5 5166
GALNT4 5170
SRPRB 5207
PEX19 5236
PPIH 5283
CHD2 5285
SNX9 5288
PELI2 5313
CREBZF 5328
TSC22D2 5329
CDC37L1 5362
SLC39A1 5371
MAP7 5429
AVL9 5448
SAMD4A 5467
CDK6 5492
ANKIB1 5513
FAM135A 5531
U2SURP 5568
USP25 5629
LURAP1L 5643
LMAN2L 5668
ZBTB10 5698
LRIG2 5732
GCC2 5737
PNISR 5747
PRKAB2 5778
NMD3 5829
FOXP2 5847
ENAH 5889
TRIP10 5896
C12orf76 5907
VAPB 5912
ARHGAP35 6001
ARL10 6005
SMAD3 6014
WDR82 6028
KDSR 6066
TNFSF9 6081
PPIL1 6093
CDADC1 6096
TFAP2A 6109
IRS1 6127
FAM160B1 6169
SH3BGRL2 6175
KITLG 6181
PLEKHA5 6203
LRRC58 6205
FNIP1 6209
SHROOM3 6270
BCL2L2 6277
AMOT 6284
PDIA6 6292
CD2AP 6303
PGM2L1 6305
MON1B 6316
PANK1 6324
PLEKHA3 6325
UNC5B 6335
ENTPD7 6367
PDE3B 6390
MTFR1L 6432
CPD 6437
TRPC1 6490
VPS50 6513
MANBAL 6531
ASNSD1 6533
LSM11 6546
SPTLC1 6554
ZNF449 6559
SMAD7 6660
BTAF1 6664
PAPPA 6674
SRPX 6721
PPP2R1B 6736
MMD 6750
TASP1 6752
GPAT4 6761
PAFAH1B2 6776
TVP23B 6778
GABARAPL1 6790
GPR63 6824
TMEM245 6841
FNDC3B 6846
PTPRM 6866
SIPA1L2 6879
HOXA10 6888
STX17 6897
ENPP4 6919
ZNF548 6925
PCGF5 6941
SFT2D3 6960
ZBTB43 6968
KSR1 7020
PEX13 7023
AP2A1 7051
RUNX1T1 7068
ZBED6 7080
RBMS1 7081
RASGEF1B 7083
PPM1E 7091
BLMH 7110
FNIP2 7128
SLC44A1 7137
SKI 7159
LRIG1 7183
RIMS3 7206
FAM91A1 7233
TMEM87A 7242
YRDC 7252
CMTM4 7283
QTRT2 7287
KLHL15 7292
PIM1 7297
B4GALT1 7309
C2orf69 7311
CEMIP 7342
KIAA0895 7354
SLC38A9 7365
SERBP1 7367
YAP1 7392
GLCE 7395
TMEM87B 7405
RECK 7418
CBX6 7425
MFAP3L 7442
PDP1 7449
ARL5B 7453
AMMECR1 7462
AMMECR1L 7463
TFRC 7471
MARCH5 7474
ZNF264 7476
CACNA2D1 7519
SLIT2 7536
SWAP70 7550
ERAP1 7555
PLSCR4 7556
IGF1R 7561
FCF1 7562
MOB3B 7582
PLPP3 7588
PARD6B 7598
PIK3R1 7617
VEGFA 7642
SLC11A2 7643
FERMT2 7645
CLOCK 7650
NRXN3 7680
COL12A1 7683
FRMD6 7691
RFK 7695
ANKRD46 7723
SEMA6D 7725
P3H2 7731
ARRDC4 7736
CLCN5 7745
SLC2A3 7766
FAT4 7772
RARB 7782
CCND2 7815
SLC7A2 7818
CYP1B1 7827


Here is the session info with all the versions of packages used.

sessionInfo()
## R version 4.0.3 (2020-10-10)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 20.04.2 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.9.0
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.9.0
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] parallel  stats4    stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] pkgload_1.1.0               GGally_2.0.0               
##  [3] reshape2_1.4.4              beeswarm_0.2.3             
##  [5] gtools_3.8.2                echarts4r_0.3.3            
##  [7] vioplot_0.3.5               zoo_1.8-8                  
##  [9] sm_2.2-5.6                  mitch_1.2.2                
## [11] gplots_3.1.0                fgsea_1.16.0               
## [13] DESeq2_1.30.0               SummarizedExperiment_1.20.0
## [15] Biobase_2.50.0              MatrixGenerics_1.2.0       
## [17] matrixStats_0.57.0          GenomicRanges_1.42.0       
## [19] GenomeInfoDb_1.26.0         IRanges_2.24.0             
## [21] S4Vectors_0.28.0            BiocGenerics_0.36.0        
## [23] forcats_0.5.0               stringr_1.4.0              
## [25] dplyr_1.0.2                 purrr_0.3.4                
## [27] readr_1.4.0                 tidyr_1.1.2                
## [29] tibble_3.0.4                ggplot2_3.3.2              
## [31] tidyverse_1.3.0            
## 
## loaded via a namespace (and not attached):
##  [1] colorspace_2.0-0       ellipsis_0.3.1         rprojroot_1.3-2       
##  [4] XVector_0.30.0         fs_1.5.0               rstudioapi_0.12       
##  [7] bit64_4.0.5            AnnotationDbi_1.52.0   fansi_0.4.1           
## [10] lubridate_1.7.9        xml2_1.3.2             splines_4.0.3         
## [13] geneplotter_1.68.0     knitr_1.30             jsonlite_1.7.1        
## [16] broom_0.7.2            annotate_1.68.0        dbplyr_2.0.0          
## [19] shiny_1.5.0            compiler_4.0.3         httr_1.4.2            
## [22] backports_1.2.0        assertthat_0.2.1       Matrix_1.2-18         
## [25] fastmap_1.0.1          cli_2.1.0              later_1.1.0.1         
## [28] htmltools_0.5.0        tools_4.0.3            gtable_0.3.0          
## [31] glue_1.4.2             GenomeInfoDbData_1.2.4 fastmatch_1.1-0       
## [34] Rcpp_1.0.5             cellranger_1.1.0       vctrs_0.3.4           
## [37] xfun_0.19              ps_1.4.0               testthat_3.0.0        
## [40] rvest_0.3.6            mime_0.9               lifecycle_0.2.0       
## [43] XML_3.99-0.5           zlibbioc_1.36.0        MASS_7.3-53           
## [46] scales_1.1.1           hms_0.5.3              promises_1.1.1        
## [49] RColorBrewer_1.1-2     yaml_2.2.1             memoise_1.1.0         
## [52] gridExtra_2.3          reshape_0.8.8          stringi_1.5.3         
## [55] RSQLite_2.2.1          highr_0.8              genefilter_1.72.0     
## [58] desc_1.2.0             caTools_1.18.0         BiocParallel_1.24.1   
## [61] rlang_0.4.8            pkgconfig_2.0.3        bitops_1.0-6          
## [64] evaluate_0.14          lattice_0.20-41        htmlwidgets_1.5.2     
## [67] bit_4.0.4              tidyselect_1.1.0       plyr_1.8.6            
## [70] magrittr_1.5           R6_2.5.0               generics_0.1.0        
## [73] DelayedArray_0.16.0    DBI_1.1.0              pillar_1.4.6          
## [76] haven_2.3.1            withr_2.3.0            survival_3.2-7        
## [79] RCurl_1.98-1.2         modelr_0.1.8           crayon_1.3.4          
## [82] KernSmooth_2.23-18     rmarkdown_2.5          locfit_1.5-9.4        
## [85] grid_4.0.3             readxl_1.3.1           data.table_1.13.2     
## [88] blob_1.2.1             reprex_0.3.0           digest_0.6.27         
## [91] xtable_1.8-4           httpuv_1.5.4           munsell_0.5.0         
## [94] tcltk_4.0.3

END of report