date generated: 2023-07-18
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
Here is the first few lines of the input profile.
## x
## A4GALT 0.5563104
## AAAS -9.3505565
## AACS 17.4368054
## AAGAB 0.6211840
## AAK1 10.8699941
## AAMDC -5.4631631
Here are some metrics about the input data profile:
| Profile metrics | |
|---|---|
| num_genesets | 1 |
| num_genes_in_profile | 12290 |
| duplicated_genes_present | 0 |
| num_profile_genes_in_sets | 3522 |
| num_profile_genes_not_in_sets | 8768 |
Here is a plot of the input profiles. Note the dynamic ranges.
Here is the contour plot of the profile including all detected genes.
| Gene sets metrics | |
|---|---|
| num_genesets | 1 |
| num_genesets_excluded | 0 |
| num_genesets_included | 1 |
Significance is calculated by -log10(p-value). All points shown are FDR<0.05.
| set | setSize | pANOVA | s.dist | p.adjustANOVA |
|---|---|---|---|---|
| mir214 targ | 3522 | 5.68e-34 | 0.14 | 5.68e-34 |
| set | setSize | pANOVA | s.dist | p.adjustANOVA |
|---|---|---|---|---|
| mir214 targ | 3522 | 5.68e-34 | 0.14 | 5.68e-34 |
mir214_targ
| 1 | |
|---|---|
| set | mir214_targ |
| setSize | 3522 |
| pANOVA | 5.68e-34 |
| s.dist | 0.14 |
| p.adjustANOVA | 5.68e-34 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| FBN1 | 6271 |
| SLC5A3 | 6269 |
| HTRA1 | 6267 |
| PTGS1 | 6260 |
| SYNE1 | 6257 |
| ZNF469 | 6254 |
| LRRC32 | 6252 |
| CRIM1 | 6251 |
| CLIC4 | 6250 |
| CLIC5 | 6249 |
| FMN1 | 6245 |
| ITGAV | 6242 |
| ANKH | 6239 |
| SYNPO | 6234 |
| DHCR24 | 6229 |
| ACLY | 6227 |
| CDON | 6226 |
| DST | 6225 |
| STARD4 | 6220 |
| HERC2 | 6219 |
| GeneID | Gene Rank |
|---|---|
| FBN1 | 6271.0 |
| SLC5A3 | 6269.0 |
| HTRA1 | 6267.0 |
| PTGS1 | 6260.0 |
| SYNE1 | 6257.0 |
| ZNF469 | 6254.0 |
| LRRC32 | 6252.0 |
| CRIM1 | 6251.0 |
| CLIC4 | 6250.0 |
| CLIC5 | 6249.0 |
| FMN1 | 6245.0 |
| ITGAV | 6242.0 |
| ANKH | 6239.0 |
| SYNPO | 6234.0 |
| DHCR24 | 6229.0 |
| ACLY | 6227.0 |
| CDON | 6226.0 |
| DST | 6225.0 |
| STARD4 | 6220.0 |
| HERC2 | 6219.0 |
| NBEAL1 | 6214.0 |
| ITGB5 | 6213.0 |
| MIB1 | 6207.0 |
| ZNF697 | 6206.0 |
| SULF1 | 6204.0 |
| AFF4 | 6197.0 |
| THBD | 6194.0 |
| CCND1 | 6191.0 |
| ITGB1 | 6188.0 |
| LNPEP | 6185.0 |
| DOCK5 | 6184.0 |
| ATP2B4 | 6181.0 |
| WWC2 | 6180.0 |
| DDX6 | 6174.0 |
| RAPGEF3 | 6173.0 |
| IRS1 | 6171.0 |
| NUFIP2 | 6169.0 |
| LMX1B | 6167.0 |
| TAOK1 | 6166.0 |
| SDC1 | 6165.0 |
| HMGCS1 | 6164.0 |
| LIFR | 6158.0 |
| MGAT5 | 6157.0 |
| COL1A1 | 6156.0 |
| LDLR | 6154.0 |
| TNKS | 6152.0 |
| KIF1B | 6151.0 |
| LRP1 | 6149.0 |
| CACNA1C | 6147.0 |
| SRGAP3 | 6144.0 |
| VLDLR | 6143.0 |
| AHR | 6137.0 |
| LUZP1 | 6135.0 |
| SPECC1 | 6131.0 |
| CRK | 6130.0 |
| P4HA1 | 6126.0 |
| BTBD7 | 6125.0 |
| COL12A1 | 6124.0 |
| TNPO1 | 6123.0 |
| CALU | 6120.0 |
| PCSK9 | 6119.0 |
| ATP6V1A | 6116.0 |
| ALG10B | 6114.5 |
| NES | 6111.0 |
| NR2C2 | 6110.0 |
| SH3PXD2A | 6109.0 |
| SEC24D | 6108.0 |
| SRP54 | 6104.0 |
| BDP1 | 6101.0 |
| SLC6A17 | 6098.0 |
| ABL2 | 6097.0 |
| RICTOR | 6093.0 |
| PPFIBP1 | 6092.0 |
| FGFR1 | 6087.0 |
| PTPN14 | 6086.0 |
| STON1 | 6075.0 |
| AACS | 6074.0 |
| UBR4 | 6068.0 |
| SMG1 | 6064.0 |
| LCOR | 6063.0 |
| USP9X | 6060.0 |
| SEC16B | 6058.0 |
| CENPF | 6057.0 |
| MYO5A | 6056.0 |
| IQGAP1 | 6055.0 |
| HIPK1 | 6053.0 |
| ANP32E | 6052.0 |
| CTNNB1 | 6050.0 |
| FN1 | 6049.0 |
| DDB1 | 6047.0 |
| LOX | 6044.0 |
| GLCE | 6042.0 |
| UGGT1 | 6040.0 |
| EDEM1 | 6038.0 |
| TRIP11 | 6037.0 |
| PTAR1 | 6036.0 |
| DDX21 | 6032.0 |
| KIF21B | 6031.0 |
| NOTCH2 | 6028.0 |
| PDPK1 | 6027.0 |
| BRWD1 | 6024.0 |
| AMMECR1 | 6020.0 |
| PLEC | 6019.0 |
| TGOLN2 | 6017.0 |
| PDK1 | 6014.0 |
| MLH3 | 6009.0 |
| ICMT | 6004.0 |
| ZBTB37 | 5997.0 |
| ROCK2 | 5996.0 |
| KMT2D | 5993.0 |
| KLC1 | 5992.0 |
| PSAT1 | 5991.0 |
| KIF26B | 5990.0 |
| KALRN | 5986.0 |
| KLHL30 | 5985.0 |
| ITGA11 | 5984.0 |
| EML1 | 5983.0 |
| CADM1 | 5981.0 |
| SPAG9 | 5980.0 |
| GNL3L | 5978.0 |
| FKBP9 | 5977.0 |
| ALKBH5 | 5975.0 |
| FADS1 | 5972.0 |
| GNA13 | 5970.0 |
| CYB5D1 | 5969.0 |
| HSPA4L | 5966.0 |
| ERN1 | 5965.0 |
| UACA | 5964.0 |
| MBNL1 | 5962.0 |
| ITPR3 | 5960.0 |
| ME1 | 5958.0 |
| SPECC1L | 5957.0 |
| COL5A1 | 5956.0 |
| ARHGEF12 | 5954.0 |
| PLEKHA1 | 5951.0 |
| PTPN11 | 5950.0 |
| HK2 | 5947.0 |
| RC3H1 | 5945.0 |
| SETX | 5942.0 |
| RFTN2 | 5939.0 |
| GATA2 | 5938.0 |
| UBE2G2 | 5936.0 |
| MYH9 | 5935.0 |
| MDN1 | 5932.0 |
| SLC4A4 | 5930.0 |
| ZNF652 | 5928.0 |
| UGCG | 5926.0 |
| AIF1L | 5925.0 |
| ASAP1 | 5924.0 |
| ATP8B2 | 5923.0 |
| OTUD4 | 5922.0 |
| TCF20 | 5920.0 |
| TEAD1 | 5916.0 |
| LRP8 | 5911.0 |
| WDFY3 | 5906.0 |
| HDLBP | 5905.0 |
| ENTPD7 | 5903.0 |
| NFAT5 | 5902.0 |
| SLC7A5 | 5899.0 |
| SMAD7 | 5897.0 |
| HIF1AN | 5896.0 |
| DYNC1LI2 | 5894.0 |
| BMPER | 5891.0 |
| MVD | 5889.0 |
| GALNT18 | 5888.0 |
| ATF6 | 5886.0 |
| SAR1A | 5882.0 |
| BICD2 | 5881.0 |
| VAV2 | 5880.0 |
| SLC7A1 | 5878.0 |
| ZCCHC14 | 5870.0 |
| SLC1A4 | 5869.0 |
| C1QTNF1 | 5868.0 |
| BMPR2 | 5867.0 |
| VPS13B | 5865.0 |
| ANKIB1 | 5863.0 |
| ATG2B | 5858.0 |
| EIF4G1 | 5853.0 |
| APC | 5852.0 |
| ACACA | 5851.0 |
| PAG1 | 5849.0 |
| ARHGAP5 | 5845.0 |
| UHMK1 | 5844.0 |
| ARHGEF5 | 5839.0 |
| CDC42BPA | 5838.0 |
| JPH2 | 5837.0 |
| LAMP1 | 5836.0 |
| RASSF8 | 5835.0 |
| TTC39B | 5830.0 |
| SAMD4A | 5827.0 |
| CPD | 5825.0 |
| TRAK2 | 5822.0 |
| PAFAH1B1 | 5817.0 |
| SETD7 | 5816.0 |
| HIF1A | 5812.0 |
| ATRN | 5810.0 |
| VGLL3 | 5807.0 |
| GTF2A1 | 5793.0 |
| OTUD7B | 5791.0 |
| TNPO2 | 5789.0 |
| GALNT10 | 5787.0 |
| RAB21 | 5782.0 |
| ANKRD50 | 5781.0 |
| IFFO2 | 5780.0 |
| FAM168B | 5778.0 |
| PLXNA1 | 5775.0 |
| PDE3A | 5770.0 |
| ABCC5 | 5765.0 |
| MOB1A | 5764.0 |
| FAXC | 5763.0 |
| TNRC6B | 5761.0 |
| FGD3 | 5760.0 |
| MFSD1 | 5756.0 |
| ABR | 5754.0 |
| S1PR3 | 5753.0 |
| SMAD5 | 5752.0 |
| EEA1 | 5751.0 |
| INO80D | 5750.0 |
| MAP3K2 | 5740.0 |
| LMAN1 | 5739.0 |
| CDC27 | 5738.0 |
| ESYT2 | 5737.0 |
| PDIA6 | 5731.0 |
| TXNRD1 | 5729.0 |
| ADRA1D | 5728.0 |
| NRP1 | 5726.0 |
| ANKRD52 | 5720.0 |
| BAZ2A | 5717.0 |
| NUAK1 | 5715.0 |
| FNIP2 | 5714.0 |
| FSTL1 | 5713.0 |
| LPP | 5710.0 |
| FOSL2 | 5706.0 |
| GGCX | 5705.0 |
| VASN | 5704.0 |
| ACAP2 | 5703.0 |
| CDK12 | 5700.0 |
| PCDH19 | 5699.0 |
| TMEM164 | 5695.0 |
| GNAI3 | 5690.0 |
| CAND1 | 5686.0 |
| ZZEF1 | 5677.0 |
| DPP8 | 5671.0 |
| OXR1 | 5665.0 |
| AFF1 | 5660.0 |
| CLMP | 5659.0 |
| USP31 | 5658.0 |
| ACTR2 | 5652.0 |
| MICAL2 | 5650.0 |
| IPO7 | 5647.0 |
| ITGA7 | 5646.0 |
| CSGALNACT2 | 5645.0 |
| ELOVL6 | 5643.0 |
| NT5DC3 | 5642.0 |
| FLNB | 5641.0 |
| RAD54L2 | 5637.0 |
| PXDC1 | 5636.0 |
| ZBTB38 | 5634.0 |
| SGMS2 | 5626.0 |
| CPEB2 | 5625.0 |
| MAP1B | 5624.0 |
| PEG3 | 5623.0 |
| SLC6A6 | 5619.0 |
| AHCTF1 | 5618.0 |
| CSF1 | 5613.0 |
| WDR7 | 5610.0 |
| SLC16A3 | 5609.0 |
| ERMP1 | 5607.0 |
| UBR1 | 5603.0 |
| L1CAM | 5601.0 |
| FYCO1 | 5600.0 |
| DYNLL2 | 5597.0 |
| FAM120C | 5595.0 |
| NSD1 | 5591.0 |
| SLC39A6 | 5590.0 |
| RAP1GAP2 | 5588.0 |
| CBL | 5583.0 |
| RAB3GAP2 | 5580.0 |
| BTAF1 | 5579.0 |
| UBE3C | 5575.0 |
| MRPS6 | 5573.0 |
| TET3 | 5572.0 |
| HNRNPA0 | 5567.0 |
| ASXL2 | 5564.0 |
| PLS3 | 5558.0 |
| TMED8 | 5557.0 |
| FASN | 5556.0 |
| AMMECR1L | 5554.0 |
| SOX8 | 5553.0 |
| PIK3CB | 5551.0 |
| ANKFY1 | 5550.0 |
| DICER1 | 5548.0 |
| NPR3 | 5546.0 |
| PLD1 | 5542.0 |
| CAMSAP2 | 5541.0 |
| RAPGEF2 | 5540.0 |
| FAM20B | 5535.0 |
| DIDO1 | 5534.0 |
| EPB41L5 | 5531.0 |
| LRP6 | 5530.0 |
| FOXL1 | 5523.0 |
| FBLN5 | 5520.0 |
| SOAT1 | 5514.0 |
| BCL2L2 | 5512.0 |
| IPO5 | 5511.0 |
| RBM20 | 5509.0 |
| PEAK1 | 5507.0 |
| PHC3 | 5504.0 |
| QSOX1 | 5503.0 |
| RHBDD1 | 5496.0 |
| PLEKHB2 | 5495.0 |
| NAA50 | 5492.0 |
| CLOCK | 5490.0 |
| MTMR4 | 5488.0 |
| ENSA | 5485.0 |
| DIO3 | 5484.0 |
| TLN2 | 5483.0 |
| AAK1 | 5478.0 |
| TBC1D8B | 5475.0 |
| TAF15 | 5474.0 |
| ACBD3 | 5473.0 |
| FARP2 | 5470.0 |
| MCM2 | 5468.0 |
| VCPIP1 | 5466.0 |
| LDHA | 5465.0 |
| RABEP1 | 5464.0 |
| SPNS2 | 5463.0 |
| OSBP | 5461.0 |
| CYP20A1 | 5460.0 |
| AGO3 | 5458.0 |
| GCC2 | 5455.0 |
| EPN2 | 5454.0 |
| SCAMP1 | 5453.0 |
| PFKFB2 | 5450.0 |
| BID | 5448.0 |
| CAPRIN1 | 5447.0 |
| ARHGAP28 | 5446.0 |
| MSRB3 | 5445.0 |
| NHLRC3 | 5440.0 |
| CDR2L | 5438.0 |
| ZNF451 | 5434.0 |
| MRC2 | 5433.0 |
| NKTR | 5432.0 |
| SLC38A2 | 5431.0 |
| TPR | 5427.0 |
| NDST1 | 5426.0 |
| NUP153 | 5425.0 |
| SLC4A7 | 5424.0 |
| PKD2 | 5420.0 |
| PLXNA2 | 5419.0 |
| MCF2L | 5417.0 |
| CMTM4 | 5414.0 |
| HNRNPU | 5413.0 |
| NOD1 | 5409.0 |
| ZMAT3 | 5405.0 |
| POP1 | 5404.0 |
| AGAP1 | 5402.0 |
| PPFIBP2 | 5401.0 |
| ASB1 | 5398.0 |
| TRPS1 | 5394.0 |
| SPTB | 5391.0 |
| CX3CL1 | 5389.0 |
| ZBTB41 | 5388.0 |
| UBR2 | 5387.0 |
| PLEKHM3 | 5386.0 |
| ZBTB33 | 5385.0 |
| LIPG | 5379.0 |
| HNRNPUL2 | 5377.0 |
| STEAP2 | 5376.0 |
| GAS2L3 | 5375.0 |
| INSR | 5374.0 |
| PTGFRN | 5373.0 |
| ADIPOR2 | 5370.0 |
| OTUB2 | 5366.0 |
| MYO1C | 5363.0 |
| C16orf72 | 5362.0 |
| GBF1 | 5359.0 |
| SFT2D2 | 5358.0 |
| CCDC47 | 5357.0 |
| B4GALT1 | 5356.0 |
| DNAJC3 | 5352.0 |
| GSK3B | 5345.0 |
| CPNE3 | 5344.0 |
| ULK2 | 5340.0 |
| CNTNAP1 | 5338.0 |
| TMX4 | 5336.0 |
| PDLIM5 | 5334.0 |
| GPR68 | 5333.0 |
| CACNA2D1 | 5331.0 |
| TNFAIP3 | 5327.0 |
| IGSF3 | 5321.0 |
| MTUS1 | 5318.0 |
| NUP205 | 5317.0 |
| PRKAR2B | 5316.0 |
| RUNX3 | 5314.0 |
| LDLRAP1 | 5310.0 |
| GON4L | 5304.5 |
| CIT | 5301.0 |
| ATP2A2 | 5300.0 |
| TATDN2 | 5299.0 |
| ACSL3 | 5298.0 |
| ACTR3 | 5297.0 |
| PDGFRA | 5295.0 |
| SLC23A2 | 5294.0 |
| POLR1A | 5290.0 |
| APBA1 | 5286.0 |
| IPO9 | 5284.0 |
| LRP5 | 5282.0 |
| RMND5A | 5280.0 |
| NDNF | 5271.0 |
| PCDH1 | 5269.0 |
| MAFF | 5266.0 |
| TMEM38B | 5263.0 |
| TMEM97 | 5248.0 |
| SRCAP | 5239.0 |
| XYLT1 | 5237.0 |
| DPYSL3 | 5236.0 |
| LIG3 | 5235.0 |
| FAM126A | 5232.0 |
| HELLS | 5226.0 |
| OSTF1 | 5225.0 |
| JDP2 | 5223.0 |
| POU2F1 | 5220.0 |
| TSC22D3 | 5219.0 |
| HOOK3 | 5217.0 |
| SERINC5 | 5216.0 |
| RPS6KA2 | 5201.0 |
| HTT | 5199.0 |
| STARD13 | 5197.0 |
| RBFOX2 | 5196.0 |
| ITPRIP | 5194.0 |
| NRP2 | 5193.0 |
| DSTYK | 5189.0 |
| MIEF1 | 5187.0 |
| MAN1A2 | 5186.0 |
| TSPO | 5183.0 |
| MED1 | 5181.0 |
| GOT1 | 5180.0 |
| TTF2 | 5178.0 |
| SNX11 | 5177.0 |
| SUZ12 | 5175.0 |
| KDM3B | 5173.0 |
| FBXL20 | 5172.0 |
| WFS1 | 5171.0 |
| SORBS1 | 5170.0 |
| CBX5 | 5169.0 |
| ARHGEF2 | 5168.0 |
| SOCS5 | 5163.0 |
| PTGR2 | 5162.0 |
| PPM1K | 5161.0 |
| MTMR9 | 5159.0 |
| SH3TC2 | 5151.0 |
| ZBTB40 | 5147.0 |
| DIP2C | 5146.0 |
| SLC29A1 | 5144.0 |
| TWF1 | 5142.0 |
| ZNRF2 | 5141.0 |
| CELF1 | 5139.0 |
| PCYT1A | 5137.0 |
| RALGAPB | 5135.0 |
| SBNO1 | 5130.0 |
| AKAP11 | 5128.0 |
| ARF3 | 5127.0 |
| AVL9 | 5125.0 |
| AHCYL2 | 5123.0 |
| TMEM30A | 5122.0 |
| WDR13 | 5119.0 |
| SMURF2 | 5117.0 |
| NUCKS1 | 5116.0 |
| ANGPT4 | 5113.0 |
| SEH1L | 5112.0 |
| SH3BGRL2 | 5111.0 |
| VDR | 5110.0 |
| ZFYVE1 | 5108.0 |
| MAN1C1 | 5106.0 |
| CDH11 | 5105.0 |
| FBXO30 | 5104.0 |
| ZNF148 | 5102.0 |
| MRGPRF | 5100.0 |
| WDR81 | 5099.0 |
| TLR4 | 5098.0 |
| CD109 | 5092.0 |
| RFTN1 | 5091.0 |
| COL11A2 | 5089.0 |
| AKAP13 | 5086.0 |
| KLHL42 | 5077.0 |
| TBC1D1 | 5061.0 |
| OTUD3 | 5060.0 |
| SLC36A4 | 5056.0 |
| DLST | 5053.0 |
| SAMD8 | 5049.0 |
| ELK4 | 5044.0 |
| SEC63 | 5043.0 |
| FAM126B | 5041.0 |
| TMEM63A | 5039.0 |
| CLINT1 | 5037.0 |
| SLC25A37 | 5035.0 |
| KPNA4 | 5031.0 |
| MTHFR | 5029.0 |
| LRRC58 | 5026.0 |
| MFN2 | 5022.0 |
| RNF24 | 5017.0 |
| MAP3K3 | 5016.0 |
| METRNL | 5005.0 |
| MARVELD1 | 5004.0 |
| CPEB4 | 5003.0 |
| MITF | 5001.0 |
| RRM1 | 5000.0 |
| HIPK3 | 4997.0 |
| CHMP1A | 4996.0 |
| DNAJC10 | 4995.0 |
| ETV3 | 4993.0 |
| RCC2 | 4992.0 |
| SLC8B1 | 4989.0 |
| JMY | 4987.0 |
| PBXIP1 | 4986.0 |
| DLK1 | 4983.0 |
| EMP1 | 4982.0 |
| RGL1 | 4979.0 |
| NEO1 | 4977.0 |
| KIF13B | 4976.0 |
| ATE1 | 4973.0 |
| PANK1 | 4968.0 |
| RPRD2 | 4967.0 |
| CLCN3 | 4964.0 |
| MLLT6 | 4963.0 |
| SDK1 | 4962.0 |
| PPM1B | 4960.0 |
| DPY19L1 | 4952.0 |
| NADK | 4950.0 |
| BNC2 | 4948.0 |
| FRRS1 | 4945.0 |
| AKAP10 | 4940.0 |
| TMEM167A | 4933.0 |
| SESTD1 | 4932.0 |
| PRKAR1A | 4931.0 |
| AP2B1 | 4930.0 |
| SORL1 | 4929.0 |
| SNX27 | 4924.0 |
| SPTLC2 | 4923.0 |
| SHANK2 | 4922.0 |
| SLC45A4 | 4921.0 |
| GAPVD1 | 4920.0 |
| LMAN2L | 4919.0 |
| KSR1 | 4916.0 |
| LRRC59 | 4912.0 |
| CPOX | 4899.0 |
| SNX29 | 4898.0 |
| APH1A | 4896.0 |
| NAV3 | 4895.0 |
| TNS3 | 4889.0 |
| NTN4 | 4886.0 |
| NABP1 | 4883.0 |
| CPSF2 | 4878.0 |
| IL6ST | 4875.0 |
| RBM28 | 4874.0 |
| CRLF1 | 4873.0 |
| FOXK2 | 4868.0 |
| ASAP2 | 4862.0 |
| UBE4A | 4861.0 |
| GMFB | 4859.0 |
| HHIPL1 | 4858.0 |
| SLC41A2 | 4857.0 |
| POLA1 | 4854.0 |
| RNF20 | 4853.0 |
| KCTD3 | 4852.0 |
| GID4 | 4851.0 |
| NIPA1 | 4850.0 |
| GPAM | 4848.0 |
| SEL1L | 4847.0 |
| GAB2 | 4838.0 |
| SPIN1 | 4837.0 |
| AMOTL2 | 4836.0 |
| SDC2 | 4835.0 |
| YTHDF3 | 4833.0 |
| NNMT | 4832.0 |
| NHLRC2 | 4829.0 |
| SUPT16H | 4825.0 |
| NOMO1 | 4823.0 |
| NOMO2 | 4823.0 |
| NOMO3 | 4823.0 |
| FGF2 | 4814.0 |
| MAFG | 4812.0 |
| PSAP | 4808.0 |
| ACSL5 | 4807.0 |
| ELK1 | 4806.0 |
| RANGAP1 | 4802.0 |
| ST3GAL6 | 4798.0 |
| UHRF2 | 4797.0 |
| RCOR1 | 4795.0 |
| PRC1 | 4793.0 |
| PIEZO2 | 4792.0 |
| TRAF3 | 4791.0 |
| SETD5 | 4790.0 |
| ETNK1 | 4787.0 |
| LMTK2 | 4784.0 |
| NTRK3 | 4782.0 |
| ENO1 | 4781.0 |
| CLCN6 | 4777.0 |
| TERT | 4774.0 |
| PI4K2B | 4772.0 |
| CHUK | 4771.0 |
| CDC42BPB | 4769.0 |
| IL4R | 4768.0 |
| AP4E1 | 4765.0 |
| LDLRAD4 | 4764.0 |
| LYSMD3 | 4763.0 |
| SLC7A2 | 4761.0 |
| ANO6 | 4760.0 |
| SESN3 | 4759.0 |
| CDC73 | 4758.0 |
| RAPH1 | 4757.0 |
| KDSR | 4755.0 |
| MTFR1 | 4752.0 |
| SEC16A | 4751.0 |
| ZYG11B | 4749.0 |
| LRRC14 | 4747.0 |
| SH2D4A | 4745.0 |
| DDX39A | 4744.0 |
| FUCA2 | 4742.0 |
| SLC30A7 | 4738.0 |
| HOXC5 | 4736.0 |
| SNX18 | 4735.0 |
| PHF6 | 4734.0 |
| UBFD1 | 4728.0 |
| STRN | 4727.0 |
| HEATR1 | 4726.0 |
| KBTBD2 | 4722.0 |
| HHAT | 4715.0 |
| HNRNPA2B1 | 4710.0 |
| CKAP5 | 4709.0 |
| ERAP1 | 4708.0 |
| GREB1L | 4705.0 |
| LMOD1 | 4702.0 |
| ELAVL1 | 4701.0 |
| HP1BP3 | 4694.0 |
| PARVB | 4693.0 |
| HMGA1 | 4692.0 |
| RAB3GAP1 | 4689.0 |
| NEDD1 | 4686.0 |
| XRN1 | 4685.0 |
| ARHGEF10 | 4684.0 |
| MTMR10 | 4681.0 |
| ATXN7 | 4680.0 |
| ALDOA | 4679.0 |
| ST8SIA2 | 4678.0 |
| CCND2 | 4674.0 |
| INPP4A | 4671.0 |
| TMEM109 | 4668.0 |
| ZFAND5 | 4667.0 |
| TBL1XR1 | 4666.0 |
| ITGA2 | 4663.0 |
| ZNF740 | 4657.0 |
| CD99L2 | 4655.0 |
| CDKL2 | 4653.0 |
| MTMR3 | 4652.0 |
| SLAIN2 | 4648.0 |
| KANK1 | 4646.0 |
| ETV5 | 4642.0 |
| PELI2 | 4641.0 |
| ZNF445 | 4635.0 |
| GDNF | 4631.0 |
| NRIP1 | 4629.0 |
| TRAK1 | 4626.0 |
| CLMN | 4624.0 |
| LGALSL | 4623.0 |
| KCNK12 | 4622.0 |
| ACOX1 | 4614.0 |
| PAIP2B | 4613.0 |
| PDE10A | 4609.0 |
| PDP2 | 4606.0 |
| CHD5 | 4605.0 |
| SMAD4 | 4600.0 |
| LEPROTL1 | 4599.0 |
| TANC2 | 4596.0 |
| PPIP5K2 | 4592.0 |
| RORA | 4587.0 |
| SPRY1 | 4583.0 |
| KLHDC10 | 4582.0 |
| EPB41L1 | 4580.0 |
| AKT3 | 4578.0 |
| LMCD1 | 4575.0 |
| PLAG1 | 4569.0 |
| ASPH | 4565.0 |
| EPS8 | 4564.0 |
| FOXK1 | 4562.0 |
| PPP6R3 | 4561.0 |
| PROS1 | 4550.0 |
| CCNA2 | 4549.0 |
| PPP2R5E | 4545.0 |
| FBXL18 | 4542.0 |
| SF3B1 | 4541.0 |
| RNF41 | 4537.0 |
| SEC14L1 | 4536.0 |
| SH3BP5L | 4534.0 |
| CEP104 | 4532.0 |
| SP1 | 4531.0 |
| GALNT13 | 4530.0 |
| PIGA | 4521.0 |
| DGCR2 | 4517.0 |
| ARCN1 | 4516.0 |
| PIM1 | 4515.0 |
| HOXC11 | 4512.0 |
| BPNT1 | 4508.0 |
| ATP6V0E2 | 4504.0 |
| FAM53C | 4503.0 |
| CTTN | 4499.0 |
| TRIM16 | 4498.0 |
| MOB1B | 4485.0 |
| GLO1 | 4484.0 |
| ZCCHC24 | 4482.0 |
| ORMDL3 | 4480.0 |
| MYO6 | 4477.0 |
| HECW2 | 4474.0 |
| SGSM1 | 4473.0 |
| TTC33 | 4470.0 |
| ZDHHC3 | 4464.0 |
| PHOSPHO1 | 4454.0 |
| DNAJC16 | 4450.0 |
| CAMK1D | 4445.0 |
| HGSNAT | 4444.0 |
| UBE2H | 4441.0 |
| ALDH3A2 | 4439.0 |
| QSOX2 | 4438.0 |
| GPR161 | 4429.0 |
| ZNF407 | 4428.0 |
| TMEM72 | 4425.0 |
| TEX2 | 4424.0 |
| CDS1 | 4422.0 |
| CHFR | 4421.0 |
| VAMP1 | 4419.0 |
| KANSL1 | 4413.0 |
| ADCY6 | 4412.0 |
| TMPPE | 4409.0 |
| CDYL2 | 4408.0 |
| PLEKHA8 | 4406.0 |
| CKAP2L | 4401.0 |
| CHSY1 | 4399.0 |
| DCAF5 | 4398.0 |
| ARNT | 4397.0 |
| FER | 4394.0 |
| TRPM7 | 4393.0 |
| PAQR3 | 4390.0 |
| EEF1G | 4387.0 |
| DNAJB2 | 4384.0 |
| NCKAP1 | 4379.0 |
| KLHL28 | 4377.0 |
| CORO6 | 4376.0 |
| NF2 | 4368.0 |
| PDS5A | 4367.0 |
| SPRYD3 | 4364.0 |
| YPEL2 | 4356.0 |
| AFAP1 | 4348.0 |
| ZNF609 | 4345.0 |
| DDX19A | 4340.5 |
| DDX19B | 4340.5 |
| PGR | 4334.0 |
| TFDP1 | 4331.0 |
| ZNF507 | 4329.0 |
| SLC36A1 | 4328.0 |
| CREBL2 | 4325.0 |
| TTBK2 | 4323.0 |
| CHD4 | 4321.0 |
| NME1 | 4319.0 |
| FGD6 | 4313.0 |
| STARD5 | 4307.0 |
| COA5 | 4304.0 |
| PIGG | 4303.0 |
| ZNF516 | 4300.0 |
| OXSR1 | 4299.0 |
| GNB1 | 4295.0 |
| AP3M2 | 4294.0 |
| ZNF800 | 4291.0 |
| NAA25 | 4288.0 |
| SCUBE3 | 4287.0 |
| ADAMTSL3 | 4286.0 |
| TMEM132A | 4284.0 |
| MINPP1 | 4281.0 |
| SLC6A12 | 4280.0 |
| ADRA2A | 4279.0 |
| MLEC | 4278.0 |
| ST8SIA1 | 4277.0 |
| CISD2 | 4276.0 |
| ZNF526 | 4269.0 |
| ATXN7L3 | 4267.0 |
| JAG1 | 4262.0 |
| SNX12 | 4260.0 |
| SLC26A2 | 4251.0 |
| SIPA1L1 | 4250.0 |
| PRRC2B | 4241.0 |
| TRIM33 | 4239.0 |
| ATXN1L | 4236.0 |
| UBE2Z | 4230.0 |
| CLASP1 | 4225.0 |
| PRR14L | 4217.0 |
| CPEB3 | 4216.0 |
| IL17RA | 4213.0 |
| SRSF10 | 4211.0 |
| TMED7 | 4210.0 |
| RASSF1 | 4208.0 |
| DYRK2 | 4204.0 |
| RAP1GDS1 | 4203.0 |
| SKAP2 | 4200.0 |
| ILDR2 | 4197.0 |
| SLC2A1 | 4196.0 |
| CEP170B | 4191.0 |
| DOCK9 | 4190.0 |
| PRKAB2 | 4188.0 |
| SNX30 | 4187.0 |
| RNF13 | 4183.0 |
| ZBTB43 | 4182.0 |
| DOK1 | 4179.0 |
| STK35 | 4177.0 |
| DPY19L4 | 4176.0 |
| B4GALT7 | 4174.0 |
| DENND4C | 4172.0 |
| CEP85L | 4169.0 |
| PTDSS1 | 4167.0 |
| SLC25A30 | 4166.0 |
| KIAA1671 | 4165.0 |
| CTTNBP2NL | 4164.0 |
| MFN1 | 4159.0 |
| SF3B2 | 4158.0 |
| TMPO | 4156.0 |
| DDHD2 | 4148.0 |
| CHD2 | 4145.0 |
| FOXO4 | 4143.0 |
| IDH1 | 4141.0 |
| PIM3 | 4139.0 |
| MXRA8 | 4131.0 |
| PGAP1 | 4128.0 |
| NCEH1 | 4126.0 |
| GTF2E1 | 4124.0 |
| HNRNPUL1 | 4123.0 |
| UBR7 | 4122.0 |
| SSR3 | 4121.0 |
| SDAD1 | 4118.0 |
| PLCB3 | 4117.0 |
| SGCD | 4112.0 |
| ETS1 | 4110.0 |
| PAQR8 | 4109.0 |
| SMC6 | 4107.0 |
| USP24 | 4103.0 |
| MTFR1L | 4102.0 |
| IGF1R | 4101.0 |
| PPM1A | 4100.0 |
| GALNT7 | 4099.0 |
| EGLN3 | 4097.0 |
| LRIG2 | 4096.0 |
| PRICKLE2 | 4095.0 |
| CAMSAP1 | 4092.0 |
| DIAPH2 | 4086.0 |
| METTL21A | 4083.0 |
| PTEN | 4081.0 |
| ARNT2 | 4080.0 |
| ZNF597 | 4073.0 |
| ITCH | 4072.0 |
| TMBIM6 | 4069.0 |
| ITGA3 | 4068.0 |
| CUEDC1 | 4066.0 |
| KCNC2 | 4056.0 |
| BNIP3 | 4055.0 |
| VAPB | 4053.0 |
| SUN2 | 4048.0 |
| ERCC6 | 4046.0 |
| PYGB | 4044.0 |
| AFG3L2 | 4042.0 |
| SLC19A1 | 4039.0 |
| MGAT1 | 4037.0 |
| MYO18A | 4036.0 |
| SUN1 | 4035.0 |
| PDXK | 4034.0 |
| ROR2 | 4018.0 |
| PSAPL1 | 4016.0 |
| PRKG1 | 4013.0 |
| TRAF3IP1 | 4011.0 |
| SLC43A2 | 4010.0 |
| SEMA4C | 4009.0 |
| KDM2A | 4008.0 |
| MEF2D | 4007.0 |
| PPIP5K1 | 4006.0 |
| SLC25A29 | 4005.0 |
| EXTL3 | 4004.0 |
| FOXJ3 | 4001.0 |
| NEURL4 | 3998.0 |
| TMEM168 | 3996.0 |
| ALS2 | 3995.0 |
| B4GALNT3 | 3993.0 |
| GALNT1 | 3991.0 |
| PMEPA1 | 3989.0 |
| RBM33 | 3988.0 |
| ETV1 | 3981.0 |
| MYLK | 3979.0 |
| NLGN1 | 3978.0 |
| POLH | 3976.0 |
| QSER1 | 3974.0 |
| MYADM | 3964.0 |
| STARD3NL | 3961.0 |
| FZD7 | 3958.0 |
| ELK3 | 3951.0 |
| PPTC7 | 3942.0 |
| MTX3 | 3941.0 |
| RHOBTB3 | 3940.0 |
| USP40 | 3939.0 |
| PCDHB16 | 3937.0 |
| CENPA | 3936.0 |
| LTBP2 | 3935.0 |
| RHOB | 3934.0 |
| RAB23 | 3931.0 |
| FZD2 | 3927.0 |
| PLEKHG3 | 3926.0 |
| ATP11A | 3925.0 |
| HLTF | 3924.0 |
| ARFGEF1 | 3923.0 |
| SLC22A23 | 3921.0 |
| PPM1F | 3920.0 |
| DVL1 | 3917.0 |
| FKBP5 | 3911.0 |
| ENC1 | 3910.0 |
| XPNPEP3 | 3909.0 |
| ACSL1 | 3907.0 |
| NLK | 3905.0 |
| ARC | 3900.0 |
| SLC22A4 | 3896.0 |
| GMPPB | 3895.0 |
| NDFIP2 | 3889.0 |
| STXBP1 | 3888.0 |
| SMARCC1 | 3887.0 |
| KIAA1614 | 3885.0 |
| PAK2 | 3878.0 |
| REEP3 | 3871.0 |
| MAN2A2 | 3868.0 |
| NUF2 | 3867.0 |
| CHP1 | 3865.0 |
| UNKL | 3863.0 |
| RAB5B | 3861.0 |
| MMGT1 | 3860.0 |
| PREPL | 3859.0 |
| DGKH | 3856.0 |
| KPNA6 | 3855.0 |
| SPRED1 | 3848.0 |
| CNST | 3847.0 |
| SEPSECS | 3846.0 |
| AGPS | 3843.0 |
| ODF2L | 3842.0 |
| TACC1 | 3840.0 |
| LEMD3 | 3833.0 |
| NELL2 | 3832.0 |
| FGF1 | 3831.0 |
| USP6NL | 3829.0 |
| PPP1R12B | 3828.0 |
| TTK | 3818.0 |
| ELMOD2 | 3816.0 |
| CAD | 3815.0 |
| KIAA0930 | 3811.0 |
| HDAC4 | 3806.0 |
| AMFR | 3804.0 |
| MED20 | 3802.0 |
| DAGLA | 3796.0 |
| SYNJ1 | 3794.0 |
| GRAMD4 | 3792.0 |
| TSPYL4 | 3786.0 |
| DNAJA4 | 3780.0 |
| MGLL | 3777.0 |
| LRCH3 | 3772.0 |
| CERS6 | 3762.0 |
| ZBTB10 | 3755.0 |
| LRIG1 | 3751.0 |
| ATG16L1 | 3750.0 |
| ARHGAP31 | 3748.0 |
| CEP63 | 3742.0 |
| GPR63 | 3739.0 |
| TLN1 | 3738.0 |
| RND3 | 3734.0 |
| SH3GL3 | 3732.0 |
| MMADHC | 3721.0 |
| SLC25A24 | 3720.0 |
| CDKN2AIP | 3719.0 |
| UTP15 | 3717.0 |
| SSPN | 3715.0 |
| AFF2 | 3713.0 |
| RASA3 | 3712.0 |
| TMEM151A | 3707.0 |
| SENP2 | 3700.0 |
| PGRMC2 | 3699.0 |
| SP8 | 3698.0 |
| SEMA5A | 3694.0 |
| KCNAB2 | 3693.0 |
| RRBP1 | 3688.0 |
| SETD3 | 3685.0 |
| SMAD2 | 3684.0 |
| VTI1B | 3683.0 |
| TTLL4 | 3680.0 |
| TSFM | 3679.0 |
| RPS6KC1 | 3672.0 |
| ABHD2 | 3671.0 |
| CORO1C | 3667.0 |
| KIF2C | 3666.0 |
| ESRRA | 3664.0 |
| KRAS | 3661.0 |
| ZFYVE26 | 3660.0 |
| ATP10D | 3657.0 |
| CDKN2C | 3648.0 |
| FHDC1 | 3646.0 |
| CCDC6 | 3645.0 |
| NPHP3 | 3640.0 |
| STK10 | 3636.0 |
| CRKL | 3619.0 |
| PPARG | 3616.0 |
| TACO1 | 3615.0 |
| BNIP2 | 3604.0 |
| ELMO1 | 3599.0 |
| DNAJA3 | 3597.0 |
| RASSF5 | 3596.0 |
| CA5B | 3594.0 |
| CCNG2 | 3592.0 |
| LMAN2 | 3589.0 |
| ADO | 3584.0 |
| PTTG1IP | 3581.0 |
| VAT1 | 3578.0 |
| TMEM18 | 3576.0 |
| RAB31 | 3575.0 |
| TUBGCP6 | 3573.0 |
| BACE1 | 3570.0 |
| CACNB2 | 3567.0 |
| PI4K2A | 3566.0 |
| WRAP73 | 3562.0 |
| CASD1 | 3561.0 |
| ERLIN2 | 3560.0 |
| VCL | 3559.0 |
| SRSF1 | 3558.0 |
| GAN | 3557.0 |
| IKZF2 | 3556.0 |
| SLC25A15 | 3555.0 |
| CDCA2 | 3553.0 |
| CCNJ | 3552.0 |
| SPRY4 | 3550.0 |
| EDA2R | 3549.0 |
| STAG2 | 3546.0 |
| TM7SF3 | 3542.0 |
| SRF | 3540.0 |
| CLN8 | 3539.0 |
| CSNK1D | 3537.0 |
| TOB2 | 3536.0 |
| C18orf54 | 3530.0 |
| XYLT2 | 3529.0 |
| LAMC2 | 3528.0 |
| AURKB | 3524.0 |
| TMEM74 | 3496.0 |
| CDC42SE2 | 3488.0 |
| DGKD | 3486.0 |
| TGFBR2 | 3485.0 |
| COL4A3 | 3484.0 |
| MTR | 3483.0 |
| FUT10 | 3478.0 |
| IPO11 | 3475.0 |
| DPY19L3 | 3472.0 |
| STX7 | 3468.0 |
| CISD1 | 3461.0 |
| DOCK8 | 3460.0 |
| CTPS1 | 3456.0 |
| PSMD10 | 3455.0 |
| SUFU | 3453.0 |
| KPNA3 | 3445.0 |
| SMURF1 | 3440.0 |
| FEM1B | 3437.0 |
| SPN | 3433.0 |
| DEPTOR | 3432.0 |
| BTG1 | 3425.0 |
| TLE3 | 3421.0 |
| SRPRB | 3420.0 |
| COX15 | 3418.0 |
| ZMYM2 | 3417.0 |
| STX11 | 3416.0 |
| CCSER2 | 3415.0 |
| CEACAM1 | 3406.0 |
| MTHFD1 | 3390.0 |
| GOLGA2 | 3380.0 |
| RAD18 | 3365.0 |
| TNFSF15 | 3362.0 |
| GREM2 | 3356.0 |
| CUL5 | 3350.0 |
| HOXD4 | 3349.0 |
| CNNM2 | 3348.0 |
| POMT2 | 3340.0 |
| VTI1A | 3337.0 |
| TBCEL | 3336.0 |
| SPTBN2 | 3327.0 |
| GPX4 | 3325.0 |
| RBPJ | 3320.0 |
| RAB8B | 3319.0 |
| IRS2 | 3318.0 |
| ZBTB4 | 3315.0 |
| ABCC4 | 3314.0 |
| ORAI2 | 3312.0 |
| HSD17B12 | 3308.0 |
| CCDC141 | 3302.0 |
| SLC16A1 | 3301.0 |
| PRDM2 | 3300.0 |
| RRAS2 | 3295.0 |
| DLG2 | 3292.0 |
| PRDM15 | 3291.0 |
| PFKM | 3288.0 |
| TRAF2 | 3281.0 |
| RAB43 | 3277.0 |
| PHLPP2 | 3269.0 |
| PROB1 | 3265.0 |
| GMCL1 | 3258.5 |
| CREBBP | 3254.0 |
| GPD2 | 3253.0 |
| PDIA4 | 3248.0 |
| CGGBP1 | 3244.0 |
| ITGB8 | 3237.0 |
| MTM1 | 3236.0 |
| UGGT2 | 3227.0 |
| KCNJ2 | 3226.0 |
| SLC30A9 | 3221.0 |
| ZBTB44 | 3209.0 |
| ZNF35 | 3207.0 |
| CDA | 3203.0 |
| NAA30 | 3201.0 |
| DEPDC5 | 3199.0 |
| RNF146 | 3195.0 |
| AGFG2 | 3194.0 |
| HTRA2 | 3191.0 |
| KANSL3 | 3190.0 |
| SYNPO2 | 3175.0 |
| ZNF518B | 3171.0 |
| KIF5C | 3170.0 |
| TOM1L2 | 3169.0 |
| MTG1 | 3168.0 |
| CLUH | 3167.0 |
| PHLPP1 | 3166.0 |
| BMS1 | 3164.0 |
| ATAD1 | 3161.0 |
| CAMK2N1 | 3160.0 |
| IPPK | 3154.0 |
| IARS2 | 3152.0 |
| PELI3 | 3150.0 |
| PLA2G15 | 3148.0 |
| ZFYVE27 | 3147.0 |
| CHRDL1 | 3146.0 |
| MAGI1 | 3143.0 |
| HECA | 3135.0 |
| MSANTD4 | 3132.0 |
| HR | 3131.0 |
| HBS1L | 3130.0 |
| FRYL | 3127.0 |
| NAV2 | 3124.0 |
| HS3ST3A1 | 3122.0 |
| RORB | 3119.0 |
| CD44 | 3116.0 |
| DMXL2 | 3107.0 |
| FRMD8 | 3100.0 |
| TROAP | 3095.0 |
| HEXA | 3093.0 |
| TRIM2 | 3089.0 |
| SEC24C | 3087.0 |
| USP37 | 3085.0 |
| CD200 | 3082.0 |
| MYO1D | 3080.0 |
| KLF6 | 3076.0 |
| RIT1 | 3075.0 |
| LTBP3 | 3070.0 |
| ARHGEF7 | 3067.0 |
| SYNRG | 3063.0 |
| TIMM17A | 3060.0 |
| TMC5 | 3059.0 |
| ARHGEF10L | 3058.0 |
| INO80 | 3054.0 |
| NCOR2 | 3050.0 |
| GPR85 | 3045.0 |
| STRAP | 3044.0 |
| FAM53B | 3037.0 |
| ING5 | 3036.0 |
| MCM10 | 3028.0 |
| ANKRD9 | 3027.0 |
| ARL10 | 3025.0 |
| PIP4K2C | 3018.0 |
| USP15 | 3017.0 |
| PPM1H | 3016.0 |
| KCTD11 | 3011.0 |
| PLK2 | 3008.0 |
| USP46 | 3004.0 |
| NCOR1 | 3002.0 |
| GPR107 | 2993.0 |
| AGTRAP | 2990.0 |
| RAPGEF1 | 2987.0 |
| EIF4B | 2984.0 |
| BAMBI | 2981.0 |
| CCPG1 | 2978.0 |
| KIAA1522 | 2975.0 |
| GBA | 2970.0 |
| SLC35B4 | 2969.0 |
| NSL1 | 2968.0 |
| NCAPD2 | 2967.0 |
| C1GALT1 | 2966.0 |
| EZH1 | 2961.0 |
| FOCAD | 2952.0 |
| SLC25A51 | 2944.5 |
| PAPSS2 | 2941.0 |
| LIN7C | 2939.0 |
| MTMR2 | 2938.0 |
| MAP3K4 | 2937.0 |
| NFATC3 | 2933.0 |
| NPHP1 | 2928.0 |
| STAM2 | 2925.0 |
| MFSD9 | 2924.0 |
| KCNIP4 | 2923.0 |
| ZWILCH | 2921.0 |
| FAM118A | 2915.0 |
| PNO1 | 2908.0 |
| NBR1 | 2907.0 |
| ZGPAT | 2902.0 |
| C1RL | 2901.0 |
| LARP1B | 2893.0 |
| SHOC2 | 2890.0 |
| ARIH2 | 2887.0 |
| HFE | 2880.0 |
| DNAJC11 | 2879.0 |
| WNT9A | 2875.0 |
| KIAA2013 | 2874.0 |
| CHPF | 2865.0 |
| CNTROB | 2862.0 |
| CDK6 | 2860.0 |
| ZNF436 | 2859.0 |
| LANCL3 | 2858.0 |
| PRKAR2A | 2848.0 |
| ENAH | 2845.0 |
| ZMIZ1 | 2844.0 |
| TAOK2 | 2842.0 |
| NT5DC1 | 2836.0 |
| AGTPBP1 | 2835.0 |
| DHDDS | 2834.0 |
| YKT6 | 2828.0 |
| CCT7 | 2827.0 |
| SND1 | 2826.0 |
| NUBPL | 2825.0 |
| C15orf62 | 2824.0 |
| FBXW4 | 2818.0 |
| TTC3 | 2811.0 |
| RYK | 2808.0 |
| UBTD1 | 2807.0 |
| SLC10A7 | 2805.0 |
| MIOS | 2800.0 |
| TSSK6 | 2799.0 |
| BBS1 | 2788.0 |
| KANK2 | 2787.0 |
| FGF10 | 2785.0 |
| KLHDC8A | 2781.0 |
| MBD5 | 2778.0 |
| SMIM14 | 2776.0 |
| GPR180 | 2775.0 |
| CCNF | 2772.0 |
| BTRC | 2768.0 |
| E2F2 | 2762.0 |
| PHF19 | 2760.0 |
| PPME1 | 2753.0 |
| PODNL1 | 2751.0 |
| UNC13A | 2750.0 |
| TTC14 | 2745.0 |
| ARFGAP1 | 2743.0 |
| MIER3 | 2741.0 |
| RELT | 2736.0 |
| CREBRF | 2734.0 |
| NUMA1 | 2732.0 |
| PER1 | 2730.0 |
| MTMR11 | 2728.0 |
| ZC3H7B | 2721.0 |
| PITPNB | 2718.0 |
| MECOM | 2717.0 |
| AIFM2 | 2715.0 |
| CD300LB | 2714.0 |
| PTGIS | 2713.0 |
| PCSK7 | 2709.0 |
| UEVLD | 2708.0 |
| TMEM183A | 2706.0 |
| ADRB3 | 2704.0 |
| FBXO32 | 2692.0 |
| RNF150 | 2691.0 |
| REL | 2686.0 |
| NUDT4 | 2680.5 |
| TMEM220 | 2679.0 |
| HPS5 | 2678.0 |
| IMPDH1 | 2673.0 |
| URGCP | 2669.0 |
| YWHAZ | 2668.0 |
| TUFT1 | 2666.0 |
| KCTD10 | 2664.0 |
| SBF2 | 2659.0 |
| DPH1 | 2658.0 |
| CTBS | 2657.0 |
| PER2 | 2654.0 |
| TTC5 | 2651.0 |
| SLC35B1 | 2649.0 |
| EIF2B5 | 2648.0 |
| IFNAR1 | 2645.0 |
| RBL1 | 2643.0 |
| DPP6 | 2641.0 |
| NOL10 | 2637.0 |
| PITHD1 | 2630.0 |
| KHNYN | 2624.0 |
| MTMR12 | 2622.0 |
| WDR77 | 2621.0 |
| ALG1 | 2619.5 |
| SMARCAD1 | 2618.0 |
| KLF12 | 2615.0 |
| SIX4 | 2607.0 |
| DBNDD1 | 2605.0 |
| TRIM46 | 2600.0 |
| CEP164 | 2599.0 |
| FBXL19 | 2598.0 |
| PRPF4B | 2597.0 |
| FEN1 | 2596.0 |
| TBL2 | 2594.0 |
| RAD21 | 2592.0 |
| AMPD2 | 2590.0 |
| EIF4E3 | 2573.0 |
| PSMB5 | 2572.0 |
| ADAT2 | 2570.0 |
| HAVCR1 | 2567.0 |
| PRPF8 | 2566.0 |
| SLC25A47 | 2556.0 |
| CYTH3 | 2555.0 |
| MASTL | 2548.0 |
| KDM3A | 2546.0 |
| JOSD1 | 2540.0 |
| ANKRD1 | 2535.0 |
| MFSD6 | 2533.0 |
| COL8A2 | 2527.0 |
| IKBKB | 2525.0 |
| LMLN | 2524.0 |
| TMCC2 | 2518.0 |
| CACUL1 | 2517.0 |
| SLC25A35 | 2515.0 |
| CABLES1 | 2514.0 |
| ZBTB49 | 2511.0 |
| RNF19B | 2510.0 |
| FOXJ2 | 2506.0 |
| RNF44 | 2503.0 |
| VASH1 | 2500.0 |
| TMEM184B | 2498.0 |
| ROBO2 | 2494.0 |
| MAPK11 | 2491.0 |
| NFYB | 2490.0 |
| MDGA1 | 2486.0 |
| RAB3B | 2485.0 |
| RHOBTB2 | 2484.0 |
| COX14 | 2479.0 |
| FBXL2 | 2472.0 |
| FAM168A | 2470.0 |
| GCNT1 | 2468.0 |
| POGK | 2467.0 |
| GPSM3 | 2466.0 |
| UNG | 2465.0 |
| TTC26 | 2460.0 |
| PLEKHA5 | 2454.0 |
| IVNS1ABP | 2450.0 |
| C21orf91 | 2448.0 |
| PROX2 | 2436.0 |
| TGFBR3 | 2434.0 |
| DDX11 | 2433.0 |
| TBC1D22A | 2427.0 |
| CREBZF | 2425.0 |
| MCAT | 2424.0 |
| SOS2 | 2421.0 |
| INPP5A | 2411.0 |
| GREM1 | 2409.0 |
| GPR39 | 2399.0 |
| TNRC6C | 2390.0 |
| PAPPA | 2389.0 |
| ARHGAP32 | 2388.0 |
| SOX6 | 2387.0 |
| EVI5L | 2383.0 |
| NR1D2 | 2381.0 |
| GRHL2 | 2378.0 |
| ATP6V1E1 | 2376.0 |
| ITGB1BP1 | 2374.0 |
| SPRTN | 2369.0 |
| KCTD15 | 2366.0 |
| TMED10 | 2356.0 |
| GOSR1 | 2355.0 |
| RAB11FIP1 | 2354.0 |
| PTPRJ | 2350.0 |
| SPATA13 | 2345.0 |
| WDR82 | 2343.0 |
| FARSB | 2340.0 |
| PIK3R5 | 2334.0 |
| TXNRD3 | 2332.0 |
| USP7 | 2327.0 |
| ST6GALNAC6 | 2326.0 |
| PLEKHA2 | 2323.0 |
| LRRC20 | 2320.0 |
| MIEF2 | 2318.0 |
| RBM27 | 2315.0 |
| C2orf68 | 2314.0 |
| STK24 | 2313.0 |
| ZBTB39 | 2308.0 |
| UBL3 | 2306.0 |
| TRIM45 | 2302.0 |
| DCTD | 2301.0 |
| SNRK | 2297.0 |
| DLAT | 2295.0 |
| TTLL11 | 2294.0 |
| HERPUD1 | 2293.0 |
| PTGS2 | 2292.0 |
| ABCF3 | 2291.0 |
| AP3D1 | 2285.0 |
| ZCCHC2 | 2281.0 |
| RNF144A | 2279.0 |
| PGP | 2278.0 |
| CD2BP2 | 2277.0 |
| ZNF664 | 2266.0 |
| NKIRAS2 | 2262.0 |
| FAM102B | 2258.0 |
| CD47 | 2257.0 |
| PCGF3 | 2254.0 |
| PCF11 | 2251.0 |
| SFMBT1 | 2249.0 |
| SFMBT2 | 2248.0 |
| CHID1 | 2244.0 |
| KLC2 | 2242.0 |
| ANKRD10 | 2241.0 |
| TOR1B | 2231.0 |
| SLC25A25 | 2230.0 |
| ATG2A | 2227.0 |
| GATAD2B | 2226.0 |
| NUP188 | 2223.0 |
| PPP1R3E | 2221.0 |
| GUSB | 2216.0 |
| TBC1D4 | 2215.0 |
| AGFG1 | 2213.0 |
| STXBP4 | 2212.0 |
| THSD4 | 2199.0 |
| PAFAH1B2 | 2191.0 |
| PLA2G12A | 2190.0 |
| RALGAPA2 | 2188.0 |
| GAS7 | 2187.0 |
| TTBK1 | 2185.0 |
| YDJC | 2178.0 |
| FAF2 | 2168.0 |
| CHMP5 | 2166.0 |
| PFKFB4 | 2164.0 |
| MFSD8 | 2159.0 |
| XPC | 2157.0 |
| ANXA5 | 2155.0 |
| TMEM170B | 2151.0 |
| SLC9A9 | 2150.0 |
| PARP11 | 2149.0 |
| PLXDC2 | 2146.0 |
| VGLL4 | 2135.0 |
| SLC9A8 | 2133.0 |
| STAT1 | 2132.0 |
| RPS6KL1 | 2129.0 |
| MYEF2 | 2122.0 |
| WRN | 2119.0 |
| NFRKB | 2117.0 |
| RDX | 2116.0 |
| ADPRM | 2114.0 |
| KLHL7 | 2112.0 |
| ETFA | 2110.0 |
| ST6GAL1 | 2101.0 |
| PER3 | 2099.0 |
| KLHDC1 | 2097.0 |
| LCLAT1 | 2096.0 |
| JAGN1 | 2091.0 |
| CELSR2 | 2085.0 |
| KIF7 | 2083.0 |
| NTN1 | 2082.0 |
| KIF1A | 2081.0 |
| RNF207 | 2080.0 |
| AR | 2078.0 |
| RHOT1 | 2077.0 |
| CD80 | 2075.0 |
| PSEN1 | 2068.0 |
| RBMS2 | 2067.0 |
| S100PBP | 2064.0 |
| HAPLN4 | 2062.0 |
| ZFHX3 | 2060.0 |
| HES6 | 2059.0 |
| HOMER1 | 2043.0 |
| RBL2 | 2036.0 |
| CREB1 | 2034.0 |
| PPP2R5C | 2032.0 |
| POU6F1 | 2030.0 |
| ZMPSTE24 | 2026.0 |
| TEF | 2023.0 |
| FANCA | 2022.0 |
| DCK | 2021.0 |
| FMNL3 | 2020.0 |
| ARSG | 2014.0 |
| ASAH2 | 2004.0 |
| C12orf4 | 2003.0 |
| EFR3A | 2001.0 |
| HSD3B7 | 2000.0 |
| TGFBRAP1 | 1999.0 |
| ANKS1A | 1997.0 |
| RPIA | 1994.0 |
| PLCG2 | 1993.0 |
| MCM6 | 1990.0 |
| EXOC6B | 1987.0 |
| GOLT1B | 1984.0 |
| ZNF217 | 1982.0 |
| CDK7 | 1971.0 |
| ELF2 | 1968.0 |
| MICU1 | 1965.0 |
| MKKS | 1964.0 |
| SLC12A1 | 1961.0 |
| RAB3IL1 | 1959.0 |
| POLR3A | 1957.0 |
| TMEM161B | 1954.0 |
| EHHADH | 1952.0 |
| ARFGAP2 | 1950.0 |
| RER1 | 1943.0 |
| NEU3 | 1942.0 |
| TTPAL | 1940.0 |
| PKN3 | 1933.0 |
| TAPT1 | 1932.0 |
| BAG2 | 1922.0 |
| HNRNPF | 1915.0 |
| PON2 | 1911.0 |
| RCL1 | 1909.0 |
| CDC40 | 1905.0 |
| HS2ST1 | 1901.0 |
| MID1IP1 | 1900.0 |
| EHD1 | 1897.0 |
| ACOT9 | 1896.0 |
| SETDB2 | 1893.0 |
| NGLY1 | 1879.0 |
| CS | 1878.0 |
| ALG9 | 1874.0 |
| FAM161A | 1873.0 |
| PTPN9 | 1869.0 |
| FBXL14 | 1868.0 |
| TIFA | 1865.0 |
| USP20 | 1858.0 |
| AMIGO3 | 1857.0 |
| FOXRED2 | 1852.0 |
| PTPRA | 1850.0 |
| MEGF11 | 1847.0 |
| FICD | 1846.0 |
| RNF5 | 1842.0 |
| RTKN2 | 1840.0 |
| POM121C | 1836.5 |
| KBTBD11 | 1834.0 |
| STK32A | 1832.0 |
| RBM19 | 1831.0 |
| SLC16A6 | 1830.0 |
| SPSB3 | 1828.0 |
| STAU2 | 1827.0 |
| SAMHD1 | 1817.0 |
| SLC35E2B | 1816.0 |
| SIL1 | 1814.0 |
| CBWD3 | 1812.0 |
| CBWD5 | 1812.0 |
| CBWD6 | 1812.0 |
| FOXM1 | 1810.0 |
| SLC41A3 | 1808.0 |
| CHD6 | 1803.0 |
| SRPK3 | 1797.0 |
| LYRM9 | 1795.0 |
| FAM228B | 1780.0 |
| MSI2 | 1779.0 |
| DCDC2 | 1775.0 |
| JAKMIP2 | 1771.0 |
| M6PR | 1770.0 |
| YIPF6 | 1765.0 |
| TMEM64 | 1763.0 |
| PRDM4 | 1751.0 |
| FOXO3 | 1748.0 |
| ESRP2 | 1747.0 |
| KDM4A | 1743.0 |
| KCNQ3 | 1741.0 |
| SERTAD2 | 1740.0 |
| KBTBD6 | 1728.5 |
| KBTBD7 | 1728.5 |
| SLC25A46 | 1720.0 |
| CHIC2 | 1719.0 |
| FLVCR2 | 1714.0 |
| DUSP2 | 1707.0 |
| QKI | 1704.0 |
| PALD1 | 1699.0 |
| ZFP3 | 1698.0 |
| INTS6 | 1691.0 |
| CCNYL1 | 1687.0 |
| QDPR | 1684.0 |
| NAGLU | 1682.0 |
| C1orf21 | 1668.0 |
| UBN2 | 1666.0 |
| NPTN | 1662.0 |
| NDOR1 | 1661.0 |
| BCL7A | 1660.0 |
| FBLN7 | 1656.0 |
| RAB22A | 1655.0 |
| STXBP3 | 1654.0 |
| THRAP3 | 1651.0 |
| ALPK2 | 1638.0 |
| NKRF | 1633.0 |
| GINS3 | 1631.0 |
| ICOSLG | 1628.0 |
| CYP27B1 | 1626.0 |
| FBXO28 | 1623.0 |
| ZKSCAN2 | 1622.0 |
| PROX1 | 1613.0 |
| USP36 | 1612.0 |
| EPHB2 | 1603.0 |
| TSPAN17 | 1597.0 |
| RNF182 | 1593.0 |
| WDR33 | 1592.0 |
| FZD8 | 1590.0 |
| CENPO | 1584.0 |
| SMIM5 | 1582.0 |
| MAPRE1 | 1580.0 |
| ARPC5L | 1578.0 |
| SZT2 | 1577.0 |
| SPATA2 | 1576.0 |
| PPP1R14C | 1569.0 |
| RPUSD2 | 1563.0 |
| SRRM3 | 1561.0 |
| TOMM40L | 1552.0 |
| CLCC1 | 1551.0 |
| FBXO42 | 1548.0 |
| SRL | 1546.0 |
| CAMK2G | 1545.0 |
| TOR1AIP2 | 1542.0 |
| DCUN1D3 | 1540.0 |
| EXTL2 | 1538.0 |
| ABCA9 | 1532.0 |
| PDLIM1 | 1531.0 |
| CCDC171 | 1529.0 |
| SIAH2 | 1528.0 |
| APLP2 | 1521.0 |
| GGA3 | 1517.0 |
| C19orf12 | 1514.0 |
| ZNF605 | 1513.0 |
| PLXND1 | 1511.0 |
| ODC1 | 1508.0 |
| LGALS3BP | 1502.0 |
| ITSN1 | 1497.0 |
| INPP5K | 1496.0 |
| CERS5 | 1492.0 |
| CHST14 | 1482.0 |
| DMTF1 | 1480.0 |
| ACOX3 | 1478.0 |
| ERI2 | 1476.0 |
| NFKB1 | 1474.0 |
| CDYL | 1473.0 |
| DRAXIN | 1468.0 |
| VWA1 | 1467.0 |
| PRMT6 | 1462.0 |
| ZNF593 | 1459.0 |
| CRY2 | 1457.0 |
| MED22 | 1452.0 |
| RAB34 | 1451.0 |
| TAB3 | 1445.0 |
| SLC30A1 | 1443.0 |
| FBXL4 | 1440.0 |
| CLASP2 | 1439.0 |
| EXOC5 | 1437.0 |
| B4GALT6 | 1420.0 |
| ANGPTL3 | 1419.0 |
| ARMC8 | 1417.0 |
| PRR15L | 1412.0 |
| PTPN3 | 1411.0 |
| NAALAD2 | 1410.0 |
| TBPL1 | 1409.0 |
| ASPHD2 | 1406.0 |
| TRUB1 | 1405.0 |
| TELO2 | 1403.0 |
| MYCL | 1399.0 |
| NAP1L4 | 1390.0 |
| B3GAT2 | 1388.0 |
| REPIN1 | 1385.0 |
| ATP11C | 1383.0 |
| SYT2 | 1379.0 |
| C10orf62 | 1374.0 |
| KLHL18 | 1371.0 |
| RRAGC | 1365.0 |
| NUP50 | 1362.0 |
| GLB1L2 | 1359.0 |
| SKI | 1344.0 |
| SSH1 | 1343.0 |
| RNF149 | 1341.0 |
| IDH3A | 1339.0 |
| RCAN1 | 1338.0 |
| GCFC2 | 1336.0 |
| APMAP | 1330.0 |
| SRRM2 | 1328.0 |
| RAB40B | 1322.0 |
| MLXIP | 1320.0 |
| ZNF446 | 1315.0 |
| NRAS | 1310.0 |
| EVI5 | 1309.0 |
| SP4 | 1307.0 |
| ZNF233 | 1296.0 |
| INVS | 1291.0 |
| CTIF | 1290.0 |
| UBAP2L | 1289.0 |
| ME2 | 1285.0 |
| SKA3 | 1283.0 |
| SLC25A11 | 1281.0 |
| ARHGAP22 | 1279.0 |
| ARF4 | 1276.0 |
| LAYN | 1274.0 |
| DNAAF3 | 1262.0 |
| MYRF | 1258.0 |
| TMEM50B | 1256.0 |
| PEX14 | 1255.0 |
| ERCC4 | 1253.0 |
| MFGE8 | 1252.0 |
| KPNA1 | 1250.0 |
| PARP8 | 1244.0 |
| DDX42 | 1238.0 |
| TIPARP | 1232.0 |
| STAT5B | 1228.0 |
| C2orf69 | 1219.0 |
| CAB39L | 1216.0 |
| CAPN7 | 1211.0 |
| EGLN1 | 1208.0 |
| DPP9 | 1204.0 |
| ECE1 | 1203.0 |
| CPNE4 | 1198.0 |
| CSE1L | 1195.0 |
| TTC39C | 1193.0 |
| NADK2 | 1192.0 |
| SLC6A20 | 1187.0 |
| NUDT3 | 1184.0 |
| TIMM8A | 1183.0 |
| FAM135B | 1178.0 |
| ITFG2 | 1175.0 |
| MCM8 | 1173.0 |
| PRKCQ | 1171.0 |
| ZNF512B | 1170.0 |
| DCUN1D5 | 1168.0 |
| SNX24 | 1163.0 |
| CDCA7L | 1162.0 |
| ERI1 | 1160.0 |
| REXO1 | 1145.0 |
| NAT14 | 1140.0 |
| GSTM3 | 1138.0 |
| DLEC1 | 1137.0 |
| THSD7A | 1136.0 |
| TNNI1 | 1135.0 |
| ITM2C | 1124.0 |
| MTCH2 | 1123.0 |
| HDAC5 | 1115.0 |
| CYP2U1 | 1112.0 |
| USP13 | 1111.0 |
| PTCD2 | 1110.0 |
| RADIL | 1109.0 |
| WDFY1 | 1106.0 |
| ZFP36L2 | 1103.0 |
| YAP1 | 1100.0 |
| C2CD3 | 1098.0 |
| STOML1 | 1097.0 |
| FEM1A | 1095.0 |
| WDFY2 | 1093.0 |
| PCBP1 | 1089.0 |
| TLE4 | 1087.0 |
| BTBD9 | 1082.0 |
| DNAJC18 | 1081.0 |
| ABCD4 | 1079.0 |
| PEX26 | 1076.0 |
| MAVS | 1071.0 |
| ENY2 | 1067.0 |
| APCDD1 | 1059.0 |
| PHLDB1 | 1056.0 |
| CTSB | 1053.0 |
| L3MBTL3 | 1049.0 |
| SLC44A5 | 1047.0 |
| FADS3 | 1045.0 |
| GPHN | 1041.0 |
| ST3GAL1 | 1038.0 |
| KHSRP | 1031.0 |
| KCTD7 | 1029.0 |
| FRAT2 | 1027.0 |
| ZNF704 | 1026.0 |
| IRGQ | 1022.0 |
| TMPRSS6 | 1017.0 |
| LDLRAD2 | 1012.0 |
| VBP1 | 1009.0 |
| CEP41 | 1004.0 |
| ADAMTS2 | 1002.0 |
| TPCN1 | 1001.0 |
| FAM76A | 998.0 |
| DTD1 | 995.0 |
| PCCA | 994.0 |
| MEX3C | 990.0 |
| GADD45G | 987.0 |
| PICK1 | 984.0 |
| ARHGAP42 | 983.0 |
| LARP1 | 981.0 |
| WFIKKN1 | 976.0 |
| PPCS | 968.0 |
| LHX6 | 965.0 |
| NOS1AP | 963.0 |
| KCTD5 | 957.0 |
| TMEM86A | 956.0 |
| HEBP1 | 952.0 |
| MZT1 | 951.0 |
| STOM | 947.0 |
| PDRG1 | 943.0 |
| STEAP3 | 942.0 |
| CASP2 | 939.0 |
| LPAR1 | 937.0 |
| POLG | 936.0 |
| CETN2 | 934.0 |
| ACTR1A | 926.0 |
| MMS19 | 921.0 |
| FBXL12 | 920.0 |
| PPM1E | 914.0 |
| TXLNG | 910.0 |
| GLYCTK | 904.0 |
| SCO1 | 903.0 |
| CHMP7 | 902.0 |
| RDH10 | 899.0 |
| MSL1 | 898.0 |
| INTS7 | 887.0 |
| MOCS1 | 884.0 |
| MYO1H | 882.0 |
| EXOG | 881.0 |
| TBC1D24 | 879.0 |
| ZBTB20 | 878.0 |
| RANBP9 | 866.0 |
| SLC35B3 | 865.0 |
| ZEB1 | 847.0 |
| SMYD2 | 846.0 |
| DIAPH1 | 835.0 |
| EHD2 | 834.0 |
| NLE1 | 833.0 |
| ZBTB24 | 822.0 |
| NUP214 | 821.0 |
| SHPK | 818.0 |
| DHX38 | 812.0 |
| DUSP7 | 806.0 |
| DCAF7 | 803.0 |
| DYRK1A | 798.0 |
| LETMD1 | 794.0 |
| TMEM104 | 793.0 |
| PTPN7 | 791.0 |
| PIK3CD | 790.0 |
| ACVR2B | 785.0 |
| HMCN1 | 784.0 |
| SRSF6 | 781.0 |
| ZNF335 | 779.0 |
| SH3BP2 | 774.0 |
| AKAP5 | 767.0 |
| JPH1 | 765.0 |
| IL13RA1 | 761.0 |
| DCUN1D1 | 748.0 |
| PLD5 | 739.0 |
| TRAF1 | 731.0 |
| BCL2 | 728.0 |
| RMI2 | 726.0 |
| NUP37 | 714.0 |
| SCARB2 | 705.0 |
| MTA3 | 704.0 |
| ARHGAP26 | 699.0 |
| NAB2 | 695.0 |
| STX6 | 689.0 |
| RUNDC1 | 688.0 |
| ITPK1 | 682.0 |
| MAP9 | 675.0 |
| SRM | 672.0 |
| ADAM22 | 668.0 |
| PSD4 | 667.0 |
| G3BP1 | 664.0 |
| FAHD2A | 661.0 |
| TIGD5 | 648.0 |
| TAB2 | 647.0 |
| RIPK2 | 645.0 |
| DAPP1 | 641.0 |
| CDK11A | 639.5 |
| CDK11B | 639.5 |
| GFM1 | 635.0 |
| CNOT6L | 634.0 |
| SIGMAR1 | 627.0 |
| PPP1R10 | 625.0 |
| GMPS | 623.0 |
| FOXN3 | 621.0 |
| FBXL7 | 619.0 |
| MAPT | 618.0 |
| PARVA | 616.0 |
| SUSD1 | 615.0 |
| FAM219B | 612.0 |
| MUS81 | 603.0 |
| ATP6V0A1 | 600.0 |
| SPTSSA | 595.0 |
| CD247 | 593.0 |
| CIITA | 590.0 |
| ASB6 | 589.0 |
| MB21D2 | 588.0 |
| EIF5A2 | 583.0 |
| ATG5 | 582.0 |
| CHIC1 | 579.0 |
| QRICH1 | 576.0 |
| PRKAG1 | 572.0 |
| TCTA | 566.0 |
| AAGAB | 563.0 |
| ZNF207 | 562.0 |
| SMG7 | 560.0 |
| TMEM33 | 558.0 |
| ABI2 | 557.0 |
| CORO2B | 555.0 |
| MYO9A | 553.0 |
| RPS6KA5 | 550.0 |
| SIRT3 | 549.0 |
| DHX37 | 538.0 |
| RNF169 | 533.0 |
| SIRT5 | 530.0 |
| ZNF212 | 528.0 |
| A4GALT | 517.0 |
| NDC1 | 503.0 |
| PPP1R3F | 492.0 |
| IPMK | 491.0 |
| PWWP2A | 489.0 |
| FIGN | 487.0 |
| OXTR | 482.0 |
| TBL3 | 474.0 |
| PROSER2 | 473.0 |
| NCSTN | 472.0 |
| REXO4 | 469.0 |
| MRPL19 | 468.0 |
| CENPP | 465.0 |
| TMEM154 | 462.0 |
| AP1G1 | 452.0 |
| TBL1X | 449.5 |
| IER3 | 445.0 |
| COPS8 | 442.0 |
| TMEM203 | 432.0 |
| CMPK2 | 429.0 |
| SLC13A1 | 428.0 |
| CENPM | 426.0 |
| RAD50 | 423.0 |
| KIF5A | 415.0 |
| FBXO45 | 414.0 |
| APLN | 412.0 |
| PPP1R12A | 411.0 |
| PDE7A | 409.0 |
| SLC35C2 | 406.0 |
| RUNDC3A | 404.0 |
| IL17RD | 397.0 |
| EIF4EBP2 | 396.0 |
| NEK7 | 393.0 |
| ZBTB7A | 390.0 |
| DSTN | 387.0 |
| CDK2 | 381.0 |
| ARF5 | 380.0 |
| LAIR1 | 378.0 |
| LZTS3 | 377.0 |
| MAPK4 | 374.0 |
| KCNH3 | 373.0 |
| TOMM22 | 370.0 |
| ESCO1 | 368.0 |
| RAB30 | 354.0 |
| ABCG4 | 352.0 |
| CARNS1 | 349.0 |
| DDRGK1 | 348.0 |
| ST3GAL2 | 345.0 |
| CCDC88A | 344.0 |
| SORT1 | 342.0 |
| MGAT4A | 340.0 |
| PM20D1 | 339.0 |
| DGAT1 | 337.0 |
| BZW1 | 336.0 |
| SCLT1 | 332.0 |
| MEF2A | 331.0 |
| NEK8 | 329.0 |
| CDC14A | 326.0 |
| NUDCD3 | 321.0 |
| GNA11 | 317.0 |
| VPS36 | 316.0 |
| SSX2IP | 314.0 |
| BRSK2 | 304.0 |
| PLEK | 302.0 |
| EHMT1 | 301.0 |
| GPSM1 | 296.0 |
| PARD3B | 294.0 |
| RSBN1 | 293.0 |
| SUDS3 | 291.0 |
| NCAPH2 | 287.0 |
| TAB1 | 279.0 |
| CATSPER2 | 273.0 |
| MEDAG | 272.0 |
| KLHL36 | 264.0 |
| MANEA | 254.0 |
| BLCAP | 244.0 |
| THEM4 | 232.0 |
| SOX5 | 227.0 |
| VPS18 | 226.0 |
| RGP1 | 221.0 |
| C12orf60 | 220.0 |
| LSG1 | 214.0 |
| ZNF687 | 208.0 |
| MAPK1 | 206.0 |
| TMEM209 | 205.0 |
| BAP1 | 199.0 |
| TIGD2 | 198.0 |
| BRAP | 197.0 |
| AAR2 | 193.0 |
| ADAMTS14 | 183.0 |
| PANK4 | 175.0 |
| PHF13 | 169.0 |
| MAP2K4 | 167.0 |
| FAM189A1 | 165.0 |
| ZNF112 | 164.0 |
| CDK5R1 | 162.0 |
| NPEPPS | 161.0 |
| METRN | 159.0 |
| GLB1 | 153.0 |
| FAM136A | 149.0 |
| PSMD11 | 144.0 |
| GLS2 | 143.0 |
| TCIRG1 | 138.0 |
| ARFIP2 | 136.0 |
| HDHD2 | 133.0 |
| TMCC3 | 132.0 |
| ENOX2 | 129.0 |
| ERF | 122.0 |
| MTG2 | 120.0 |
| TCP11L2 | 115.0 |
| AGO1 | 113.0 |
| RRP8 | 111.0 |
| EXOSC2 | 110.0 |
| MPP2 | 105.0 |
| MAPKAP1 | 103.0 |
| NCS1 | 99.0 |
| GRTP1 | 97.0 |
| SPIRE1 | 93.0 |
| GABRA2 | 80.0 |
| SNAP29 | 74.0 |
| FAM89A | 69.0 |
| APOL3 | 65.5 |
| APOL4 | 65.5 |
| LSM11 | 57.0 |
| PHLDA3 | 56.0 |
| ARHGEF39 | 55.0 |
| SLC2A9 | 53.0 |
| THAP3 | 52.0 |
| RFX7 | 41.0 |
| TPRA1 | 40.0 |
| PPP1R37 | 39.0 |
| DTNA | 35.0 |
| RNF214 | 31.0 |
| SLC37A2 | 29.0 |
| AHRR | 27.0 |
| OGDH | 22.0 |
| SERPINB9 | 13.0 |
| ZNF324 | 8.5 |
| NANOS1 | 7.0 |
| TFDP2 | 1.0 |
| DBNL | -1.0 |
| EDNRA | -2.0 |
| CACNA1E | -5.0 |
| BOC | -8.0 |
| NFYA | -10.0 |
| BAHD1 | -12.0 |
| SALL1 | -13.0 |
| IMMP2L | -26.0 |
| NAIF1 | -29.0 |
| PLCL1 | -32.0 |
| KL | -35.0 |
| CINP | -38.0 |
| RNF43 | -50.0 |
| PEX10 | -52.0 |
| ALDH4A1 | -64.0 |
| ERP29 | -68.0 |
| OSBPL3 | -72.0 |
| DMRTA2 | -74.0 |
| RPUSD4 | -78.0 |
| DIS3L2 | -79.0 |
| ANGEL2 | -80.0 |
| PRPS2 | -87.0 |
| PARL | -89.0 |
| RNF115 | -90.0 |
| VPS53 | -92.0 |
| MRPL3 | -97.0 |
| EEF2K | -105.0 |
| CA12 | -115.0 |
| PIK3R3 | -118.0 |
| SNX10 | -119.0 |
| UQCC1 | -125.0 |
| ZNF646 | -126.0 |
| SDR42E1 | -127.0 |
| FKTN | -134.0 |
| PRKRIP1 | -137.0 |
| IRF1 | -140.0 |
| SGPP2 | -141.0 |
| LASP1 | -143.0 |
| TMEM192 | -150.0 |
| SCRN1 | -153.0 |
| KLF10 | -157.0 |
| ACAP3 | -160.0 |
| MLLT10 | -161.0 |
| PPP1R2 | -165.5 |
| GOSR2 | -167.0 |
| SRGAP2 | -170.0 |
| HAUS6 | -174.0 |
| ZBED4 | -183.0 |
| ZBTB47 | -184.0 |
| ARL6 | -186.0 |
| ENDOD1 | -189.0 |
| MRPS23 | -190.0 |
| SGCB | -191.0 |
| THY1 | -196.0 |
| FAM221B | -200.0 |
| FGFR1OP2 | -208.0 |
| LIMD1 | -215.0 |
| GRHPR | -220.0 |
| MORN4 | -227.0 |
| WASF2 | -228.0 |
| CDIPT | -229.0 |
| WDR83 | -231.0 |
| MNT | -232.0 |
| RBM38 | -236.0 |
| SETD1B | -246.0 |
| ZNF496 | -253.0 |
| LY6H | -262.0 |
| CIB2 | -278.0 |
| TPD52 | -279.0 |
| IGF1 | -284.0 |
| PHF20 | -287.0 |
| PELO | -288.0 |
| POLA2 | -289.0 |
| C3orf70 | -299.0 |
| SLC16A7 | -303.0 |
| SEMA4D | -310.0 |
| ABCA3 | -314.0 |
| TMEM127 | -316.0 |
| ID4 | -317.0 |
| MFF | -319.0 |
| ZNF318 | -321.0 |
| GNE | -326.0 |
| TMEM218 | -332.0 |
| LYPD1 | -333.0 |
| MEF2C | -334.0 |
| NECAB3 | -335.0 |
| SRP19 | -336.0 |
| NUB1 | -341.0 |
| PKNOX1 | -345.0 |
| EBP | -347.0 |
| KCTD2 | -352.0 |
| DOT1L | -354.0 |
| EIF4EBP1 | -355.0 |
| TSPAN33 | -360.0 |
| ADAMTS9 | -361.0 |
| HYAL3 | -367.0 |
| ZNF282 | -368.0 |
| TAOK3 | -369.0 |
| RPL7L1 | -371.0 |
| DNM1L | -373.0 |
| DISC1 | -377.0 |
| SLC45A3 | -388.0 |
| KLF8 | -389.0 |
| NR3C1 | -390.0 |
| RALGPS2 | -395.0 |
| CTNS | -397.0 |
| TRERF1 | -398.0 |
| UBE2W | -401.0 |
| GID8 | -405.0 |
| CYP26B1 | -408.0 |
| ALDH1L1 | -409.0 |
| CAMK2A | -411.0 |
| PARP1 | -418.0 |
| CHMP4B | -422.0 |
| GPCPD1 | -427.0 |
| WNT2B | -428.0 |
| FBF1 | -431.0 |
| CAMKK2 | -436.0 |
| NOP16 | -442.0 |
| TPRG1L | -443.0 |
| PRKACB | -446.0 |
| ZDHHC8 | -450.0 |
| UBE2Q1 | -451.0 |
| ICAM1 | -453.0 |
| RGS12 | -456.0 |
| GIMAP6 | -462.0 |
| CCNI | -467.0 |
| TMEM101 | -468.0 |
| IL1R1 | -470.0 |
| CD63 | -471.0 |
| ANGPT2 | -474.0 |
| VASP | -476.0 |
| MAML3 | -478.0 |
| PAK1 | -482.0 |
| RRP15 | -492.0 |
| GRIN1 | -494.0 |
| SLC12A6 | -497.0 |
| BPTF | -498.0 |
| LIMK2 | -504.0 |
| EEF1D | -506.0 |
| ATF2 | -511.0 |
| GOLGA1 | -516.0 |
| KIAA0513 | -522.0 |
| MAPK9 | -528.0 |
| CACNB1 | -529.0 |
| SOCS6 | -539.0 |
| C1orf115 | -541.0 |
| PDHX | -546.0 |
| LHFPL4 | -547.0 |
| SFXN2 | -549.0 |
| RAPGEFL1 | -551.0 |
| VPS45 | -554.0 |
| CBX4 | -557.0 |
| NGB | -560.0 |
| NDUFA2 | -569.0 |
| CARD10 | -570.0 |
| TRA2B | -575.0 |
| EIF4H | -577.0 |
| SNX33 | -586.0 |
| FAF1 | -594.0 |
| SRRM4 | -596.0 |
| CYB5R4 | -602.0 |
| MCCC2 | -606.0 |
| VPS37C | -607.0 |
| RRP7A | -610.0 |
| MET | -615.0 |
| BEND4 | -616.0 |
| PABPC1L | -621.0 |
| PEG10 | -623.0 |
| CYB561D1 | -628.0 |
| ARMC5 | -638.0 |
| GRPEL1 | -643.0 |
| TRAF6 | -648.0 |
| PTPRE | -653.0 |
| PHKA2 | -654.0 |
| ERC2 | -655.0 |
| MAP2K7 | -656.0 |
| SUCLA2 | -665.0 |
| KLF7 | -666.0 |
| TXN2 | -672.0 |
| LRRC39 | -674.0 |
| PIANP | -677.0 |
| PRELP | -678.0 |
| KRI1 | -681.0 |
| TRIM44 | -684.0 |
| CA7 | -685.0 |
| DENND2C | -688.0 |
| NRM | -703.0 |
| PGAP2 | -707.0 |
| RASA1 | -716.0 |
| TMEM50A | -721.0 |
| RTTN | -723.0 |
| CCDC18 | -728.0 |
| CTNNA1 | -729.0 |
| GIGYF1 | -730.0 |
| CCDC22 | -731.0 |
| POLL | -744.0 |
| CHODL | -745.0 |
| ACER2 | -746.0 |
| ATRIP | -750.0 |
| SOD2 | -757.0 |
| PMPCB | -759.0 |
| MPZL1 | -770.0 |
| SNTA1 | -777.0 |
| AMBRA1 | -779.0 |
| HDAC11 | -783.0 |
| UPP2 | -788.0 |
| TJAP1 | -798.0 |
| NUDT16 | -800.0 |
| TP53RK | -803.0 |
| GPD1 | -805.0 |
| USP43 | -807.0 |
| OARD1 | -813.0 |
| PTPDC1 | -817.0 |
| C6orf118 | -819.0 |
| IMMT | -824.0 |
| URI1 | -827.0 |
| MXD1 | -832.0 |
| CIB1 | -834.0 |
| OR4X2 | -835.0 |
| TBC1D13 | -836.0 |
| MRPL51 | -837.0 |
| GRIK4 | -842.0 |
| RAB33B | -843.0 |
| ZNF655 | -846.0 |
| TMEM39A | -849.0 |
| ADD1 | -851.0 |
| PTPRR | -852.0 |
| MKS1 | -857.0 |
| ZADH2 | -868.0 |
| DBN1 | -870.0 |
| NAA15 | -871.0 |
| ZBTB14 | -872.0 |
| JAZF1 | -874.0 |
| TMEM201 | -880.0 |
| ARHGAP17 | -885.0 |
| NDUFAF6 | -888.0 |
| HEXIM2 | -890.0 |
| RNF8 | -893.0 |
| IRX5 | -896.0 |
| COG5 | -897.0 |
| SLCO5A1 | -898.0 |
| WASL | -902.0 |
| DCBLD1 | -907.0 |
| LRP4 | -908.0 |
| STK4 | -912.0 |
| RFX5 | -913.0 |
| ARL6IP1 | -928.0 |
| LITAF | -935.0 |
| RNFT2 | -944.0 |
| ACBD4 | -946.0 |
| POLR1C | -951.0 |
| GMEB2 | -957.0 |
| PTPN4 | -960.0 |
| TCEANC2 | -961.0 |
| TRABD2B | -963.0 |
| GABARAPL1 | -964.0 |
| SESN1 | -970.0 |
| KLF13 | -975.0 |
| IP6K1 | -978.0 |
| TF | -979.0 |
| CD38 | -980.0 |
| CLPB | -990.0 |
| CDC42EP3 | -991.0 |
| ATG13 | -997.0 |
| PEMT | -1003.0 |
| CC2D1B | -1004.0 |
| VIPAS39 | -1007.0 |
| ZCCHC9 | -1008.0 |
| ZDHHC9 | -1009.0 |
| TMEM120B | -1011.0 |
| TRDMT1 | -1017.0 |
| PIAS4 | -1018.0 |
| PPARGC1B | -1021.0 |
| TPM2 | -1032.0 |
| ERCC2 | -1037.0 |
| MINK1 | -1038.0 |
| TMEM198 | -1040.0 |
| MSH6 | -1041.0 |
| KIFC3 | -1053.0 |
| ROCK1 | -1060.0 |
| PDZD2 | -1061.0 |
| GUCY1A2 | -1063.0 |
| GPN1 | -1066.0 |
| ASXL1 | -1080.0 |
| BCL2L13 | -1085.0 |
| LAMTOR3 | -1097.0 |
| EPS15 | -1099.0 |
| ZSWIM7 | -1100.0 |
| ACACB | -1102.0 |
| AP5M1 | -1107.0 |
| BICD1 | -1110.0 |
| STX16 | -1113.0 |
| ZBTB9 | -1115.0 |
| MAPK8 | -1116.0 |
| SBDS | -1118.0 |
| COQ5 | -1119.0 |
| GALM | -1139.0 |
| TMEM123 | -1141.0 |
| CECR2 | -1146.0 |
| CC2D2A | -1147.0 |
| PPP1R3D | -1148.0 |
| DCAF10 | -1150.0 |
| RTN4RL1 | -1151.0 |
| NKAP | -1152.0 |
| FKBP15 | -1166.0 |
| PRKAA2 | -1171.0 |
| HAUS3 | -1177.0 |
| SPHK1 | -1179.0 |
| RASGRP3 | -1180.0 |
| PLXNB1 | -1199.0 |
| TRAPPC2 | -1201.5 |
| ATP10B | -1206.0 |
| CPN1 | -1209.0 |
| GDPD5 | -1216.0 |
| LEF1 | -1218.0 |
| CYB5R3 | -1226.0 |
| KCNK10 | -1228.0 |
| FAR2 | -1231.0 |
| PLCG1 | -1236.0 |
| TXLNA | -1239.0 |
| PCID2 | -1246.0 |
| HVCN1 | -1250.0 |
| HSDL1 | -1266.0 |
| SCARB1 | -1267.0 |
| FCHSD1 | -1268.0 |
| AHDC1 | -1273.0 |
| UFL1 | -1275.0 |
| MBTD1 | -1277.0 |
| UBE3D | -1288.0 |
| ATG10 | -1291.0 |
| STX17 | -1293.0 |
| ZDHHC18 | -1298.0 |
| GNAL | -1299.0 |
| CDC23 | -1307.0 |
| ATPAF1 | -1315.0 |
| PGAM5 | -1326.0 |
| MKNK2 | -1335.0 |
| STRIP2 | -1345.0 |
| USP35 | -1348.0 |
| PLA2G4E | -1353.0 |
| VAMP4 | -1358.0 |
| TNRC6A | -1359.0 |
| SLC19A2 | -1369.0 |
| PRPF40A | -1372.0 |
| SIK3 | -1374.0 |
| ZCWPW1 | -1375.0 |
| PIGV | -1384.0 |
| RHBDL3 | -1385.0 |
| CHURC1 | -1389.0 |
| CNP | -1391.0 |
| EPN3 | -1394.0 |
| PDP1 | -1409.0 |
| PGGT1B | -1414.0 |
| PMM1 | -1415.0 |
| OPN1SW | -1416.0 |
| PPIL4 | -1417.0 |
| ALDH9A1 | -1418.0 |
| GRWD1 | -1419.0 |
| ALG14 | -1422.0 |
| TTYH3 | -1427.0 |
| RABL3 | -1429.0 |
| CYBRD1 | -1431.0 |
| RAB2B | -1436.0 |
| SDHAF2 | -1438.0 |
| MGRN1 | -1445.0 |
| MMRN2 | -1465.0 |
| LRRC46 | -1466.0 |
| TYRO3 | -1468.0 |
| BCL2L1 | -1474.0 |
| CYB5RL | -1476.0 |
| GFRA1 | -1478.0 |
| DCLK2 | -1481.0 |
| HIC1 | -1483.0 |
| HIC2 | -1487.0 |
| C16orf91 | -1490.0 |
| DCUN1D4 | -1493.0 |
| DCTN1 | -1496.0 |
| YTHDF2 | -1497.0 |
| ASH2L | -1499.0 |
| APLF | -1501.0 |
| BANP | -1503.0 |
| RASL12 | -1505.0 |
| GGA1 | -1508.0 |
| DNLZ | -1515.0 |
| NOP9 | -1517.0 |
| BRPF1 | -1524.0 |
| KLHL3 | -1525.0 |
| PATL1 | -1528.0 |
| SNX1 | -1530.0 |
| SLC2A10 | -1531.0 |
| AHI1 | -1533.0 |
| OXNAD1 | -1534.0 |
| ZFAND3 | -1538.0 |
| INO80B | -1553.0 |
| HSF1 | -1557.0 |
| SARM1 | -1560.0 |
| SLC7A14 | -1571.0 |
| HAGH | -1575.0 |
| TGM2 | -1578.0 |
| STON2 | -1583.0 |
| CALM1 | -1598.0 |
| ELOVL4 | -1604.0 |
| KLF16 | -1608.0 |
| PPP5C | -1613.0 |
| PLAGL2 | -1619.0 |
| SLC12A4 | -1621.0 |
| TXNRD2 | -1625.0 |
| MON1B | -1633.0 |
| YWHAB | -1634.0 |
| SORD | -1635.0 |
| PMM2 | -1650.0 |
| HBP1 | -1660.0 |
| DLL1 | -1662.0 |
| HLX | -1663.0 |
| LPAR4 | -1671.0 |
| JMJD8 | -1674.0 |
| STT3B | -1679.0 |
| IRF2BP2 | -1680.0 |
| EPHA4 | -1687.0 |
| EIF1AD | -1689.0 |
| BCL2L11 | -1693.0 |
| C1orf50 | -1694.0 |
| TBC1D2 | -1697.0 |
| SDSL | -1698.0 |
| UBASH3B | -1701.0 |
| NDUFAF3 | -1702.0 |
| DCTN2 | -1703.0 |
| SEMA6D | -1705.0 |
| CNOT10 | -1710.0 |
| RAVER2 | -1717.0 |
| TMEM38A | -1720.0 |
| FAHD1 | -1727.0 |
| TWIST1 | -1732.0 |
| PPIL1 | -1733.0 |
| LGALS8 | -1734.0 |
| RPS2 | -1741.0 |
| LHPP | -1743.0 |
| RAB3C | -1748.0 |
| RHOF | -1749.0 |
| STRIP1 | -1753.0 |
| KCND1 | -1757.0 |
| EBPL | -1762.0 |
| STX3 | -1765.0 |
| NHEJ1 | -1766.0 |
| ZNF276 | -1769.0 |
| DCAF12 | -1771.0 |
| CDKL1 | -1785.0 |
| SNTB2 | -1786.0 |
| POLD4 | -1788.0 |
| GRPEL2 | -1791.0 |
| LIMK1 | -1792.0 |
| ELFN1 | -1797.0 |
| YIPF3 | -1798.0 |
| ALG8 | -1801.0 |
| PIN1 | -1803.0 |
| CWF19L1 | -1805.0 |
| NUCB2 | -1811.0 |
| FAM13C | -1818.0 |
| GCNT2 | -1819.0 |
| AGPAT4 | -1821.0 |
| ABCC9 | -1822.0 |
| RNF217 | -1826.0 |
| RHOT2 | -1831.0 |
| DCLRE1A | -1832.0 |
| CERKL | -1836.0 |
| IFNGR2 | -1841.0 |
| GFOD2 | -1842.0 |
| SRPK2 | -1844.0 |
| XPO6 | -1845.0 |
| RAP2A | -1846.0 |
| EDA | -1857.0 |
| TAF9B | -1858.0 |
| FRRS1L | -1864.0 |
| ATP6V1D | -1887.0 |
| SHISA4 | -1894.0 |
| LRP2 | -1900.0 |
| C17orf58 | -1902.0 |
| RNF2 | -1904.0 |
| MAP1A | -1907.0 |
| TOR1A | -1908.0 |
| AGPAT3 | -1910.0 |
| AQP7 | -1914.5 |
| ACP6 | -1923.0 |
| PRKCE | -1925.0 |
| ARL8B | -1928.0 |
| ANKRD54 | -1931.0 |
| PARP16 | -1934.0 |
| IL15 | -1939.0 |
| WNT7B | -1940.0 |
| HSD3B2 | -1960.5 |
| GCLM | -1970.0 |
| TMEM106C | -1973.0 |
| IQSEC2 | -1974.0 |
| HSPB1 | -1975.0 |
| IL1RAP | -1977.0 |
| SMNDC1 | -1979.0 |
| NBL1 | -1984.0 |
| SAYSD1 | -1987.0 |
| HMGB3 | -1990.0 |
| ZDHHC7 | -1999.0 |
| TOR2A | -2004.0 |
| FAM222B | -2010.0 |
| TSHZ2 | -2014.0 |
| SDHC | -2018.0 |
| ARID1A | -2021.0 |
| RUNX1T1 | -2023.0 |
| CIAPIN1 | -2030.0 |
| RNGTT | -2033.0 |
| LONP2 | -2037.0 |
| PROSER1 | -2042.0 |
| CHN1 | -2043.0 |
| BCR | -2044.0 |
| CAMK2B | -2046.0 |
| NPTXR | -2050.0 |
| SMIM7 | -2062.0 |
| HAUS5 | -2071.0 |
| SOBP | -2073.0 |
| CACNB4 | -2079.0 |
| THTPA | -2087.0 |
| TST | -2088.0 |
| WHAMM | -2091.0 |
| RAB40C | -2098.0 |
| TMEM151B | -2102.0 |
| WIPF2 | -2104.0 |
| TMEM44 | -2113.0 |
| TCF7 | -2116.0 |
| LSM12 | -2120.0 |
| SLC38A7 | -2130.0 |
| PPP2CB | -2132.0 |
| THOC3 | -2134.0 |
| TTL | -2136.0 |
| MRPL17 | -2140.0 |
| VPS37B | -2145.0 |
| SP2 | -2150.0 |
| ZNF513 | -2162.0 |
| RUSC1 | -2177.0 |
| LEPROT | -2178.0 |
| PRPF4 | -2182.0 |
| UBE2F | -2183.0 |
| TTC30B | -2191.5 |
| PISD | -2193.0 |
| PCYT1B | -2202.0 |
| FAM219A | -2209.0 |
| TMEM91 | -2211.0 |
| PDGFC | -2213.0 |
| GPKOW | -2216.0 |
| MIPOL1 | -2219.0 |
| ANKRD33B | -2225.0 |
| EFTUD2 | -2238.0 |
| NCAN | -2240.0 |
| STARD3 | -2241.0 |
| NACC2 | -2242.0 |
| PTPN1 | -2246.0 |
| RND2 | -2247.0 |
| CCNK | -2250.0 |
| HDAC9 | -2256.0 |
| EPB41 | -2260.0 |
| ZSCAN29 | -2262.0 |
| SIRT1 | -2266.0 |
| TOX4 | -2267.0 |
| NFIC | -2269.0 |
| TMEM115 | -2271.0 |
| RWDD3 | -2273.0 |
| RNF38 | -2277.0 |
| RB1 | -2283.0 |
| TMEM9 | -2287.0 |
| ENTPD4 | -2288.0 |
| DOLPP1 | -2290.0 |
| HAGHL | -2293.0 |
| CAPG | -2297.0 |
| PHF21A | -2301.0 |
| PRSS23 | -2304.0 |
| YAF2 | -2312.0 |
| SMARCC2 | -2315.0 |
| EIF3B | -2321.0 |
| TBC1D5 | -2322.0 |
| DENND3 | -2323.0 |
| PSME3 | -2326.0 |
| NMNAT3 | -2329.0 |
| RILPL1 | -2331.0 |
| SCN2B | -2332.0 |
| HDHD3 | -2333.0 |
| PELP1 | -2335.0 |
| DGCR6L | -2341.5 |
| FNDC5 | -2350.0 |
| TPK1 | -2363.0 |
| ZNF592 | -2372.0 |
| GINS4 | -2374.0 |
| OXLD1 | -2377.0 |
| RYBP | -2381.0 |
| TMEM229B | -2383.0 |
| ZBTB7C | -2390.0 |
| SEMA4B | -2398.0 |
| TIMM44 | -2399.0 |
| PXK | -2402.0 |
| EIF2AK1 | -2403.0 |
| SLC25A42 | -2404.0 |
| HMCES | -2410.0 |
| SQSTM1 | -2416.0 |
| TUBGCP3 | -2417.0 |
| WDR31 | -2419.0 |
| RARA | -2421.0 |
| RAB35 | -2423.0 |
| ASB8 | -2429.0 |
| HEMK1 | -2434.0 |
| LUC7L | -2435.0 |
| PLEKHO1 | -2436.0 |
| ARHGAP1 | -2449.0 |
| GLIS2 | -2456.0 |
| CCSAP | -2464.0 |
| MED8 | -2467.0 |
| ZNF226 | -2469.0 |
| CD84 | -2482.0 |
| COA4 | -2483.0 |
| SYN3 | -2487.0 |
| SH2B3 | -2489.0 |
| DGAT2 | -2492.0 |
| CORO7 | -2495.0 |
| DYRK3 | -2497.0 |
| ZNF213 | -2501.0 |
| SSU72 | -2507.0 |
| RAB4B | -2511.0 |
| LYPLA2 | -2514.0 |
| NCKAP5L | -2520.0 |
| ZAN | -2522.0 |
| ZNF827 | -2525.0 |
| UCK2 | -2528.0 |
| MKLN1 | -2531.0 |
| PEX11G | -2537.0 |
| C11orf58 | -2538.0 |
| PITPNC1 | -2544.0 |
| RWDD2A | -2549.0 |
| LRRC57 | -2558.0 |
| CRISPLD2 | -2561.0 |
| MRPS10 | -2562.0 |
| CENPW | -2567.0 |
| PSEN2 | -2571.0 |
| LURAP1 | -2572.0 |
| PITPNA | -2576.0 |
| TUBGCP4 | -2577.0 |
| HOXA4 | -2579.0 |
| FPGS | -2587.0 |
| ABCF1 | -2590.0 |
| COQ7 | -2591.0 |
| SERBP1 | -2592.0 |
| RABEPK | -2594.0 |
| POMGNT1 | -2599.0 |
| XKR6 | -2600.0 |
| BLOC1S5 | -2601.0 |
| TECPR1 | -2605.0 |
| IFITM10 | -2607.0 |
| SV2A | -2610.0 |
| REXO2 | -2611.0 |
| COG1 | -2614.0 |
| TBC1D10B | -2615.0 |
| ATG9B | -2621.0 |
| GTF2H5 | -2623.0 |
| ATP1B3 | -2627.0 |
| EYA3 | -2633.0 |
| PARD6B | -2641.0 |
| NAA10 | -2645.0 |
| ATG7 | -2647.0 |
| C9orf72 | -2654.0 |
| DDX31 | -2664.0 |
| C1orf35 | -2666.0 |
| ACVR1B | -2677.0 |
| MAPKAPK5 | -2685.0 |
| ARL5B | -2686.0 |
| ETS2 | -2696.0 |
| KCNMB4 | -2701.0 |
| SLC25A27 | -2706.0 |
| ZBTB5 | -2717.0 |
| SVIP | -2720.0 |
| TTC1 | -2727.0 |
| MPI | -2731.0 |
| ZNF8 | -2736.0 |
| CALCOCO1 | -2737.0 |
| NR6A1 | -2743.0 |
| HSPB6 | -2745.0 |
| CABLES2 | -2748.0 |
| WBP1L | -2752.0 |
| PPL | -2753.0 |
| SSBP4 | -2758.0 |
| PHF14 | -2759.0 |
| SLC22A15 | -2764.0 |
| USP27X | -2767.0 |
| SPG21 | -2776.0 |
| GRB2 | -2780.0 |
| SEMA3G | -2781.0 |
| CCDC85C | -2786.0 |
| RAB5C | -2787.0 |
| CNPPD1 | -2790.0 |
| PIGP | -2802.0 |
| PUM1 | -2808.0 |
| MPZL3 | -2813.0 |
| POLR2F | -2817.0 |
| HOXC8 | -2827.0 |
| CCZ1 | -2843.5 |
| CCZ1B | -2843.5 |
| TANGO2 | -2850.0 |
| UBE2J1 | -2851.0 |
| TGIF2 | -2852.0 |
| SMIM12 | -2859.0 |
| AGBL5 | -2870.0 |
| FAM102A | -2871.0 |
| NANP | -2872.0 |
| TNIK | -2874.0 |
| PKIG | -2878.0 |
| HOXC4 | -2879.0 |
| HOOK2 | -2881.0 |
| RAP2B | -2882.0 |
| EXOC6 | -2892.0 |
| THG1L | -2902.0 |
| IRAK1 | -2906.0 |
| CPSF4 | -2909.0 |
| CRTC1 | -2911.0 |
| RAB11FIP4 | -2913.0 |
| PPP6C | -2915.0 |
| ZFAND6 | -2918.0 |
| ZCCHC4 | -2920.0 |
| PLEKHA7 | -2921.0 |
| SLC35D1 | -2924.0 |
| CD320 | -2927.0 |
| SNRNP48 | -2929.0 |
| ROR1 | -2935.0 |
| CIAO1 | -2937.0 |
| PPM1L | -2940.0 |
| NDUFA7 | -2945.0 |
| VPS52 | -2952.0 |
| TTC38 | -2953.0 |
| CNNM3 | -2957.0 |
| SVOP | -2960.0 |
| BCL9L | -2966.0 |
| VANGL2 | -2968.0 |
| PNP | -2986.0 |
| VPS11 | -2987.0 |
| ARHGEF9 | -2997.0 |
| DHX35 | -3000.0 |
| DHTKD1 | -3003.0 |
| CAPN5 | -3016.0 |
| ZHX3 | -3018.0 |
| RING1 | -3019.0 |
| YPEL4 | -3021.0 |
| HMG20B | -3024.0 |
| CYTIP | -3025.0 |
| RAE1 | -3028.0 |
| MAPKAPK2 | -3033.0 |
| STRADA | -3034.0 |
| TIMP2 | -3036.0 |
| HMG20A | -3038.0 |
| URM1 | -3039.0 |
| FBRS | -3042.0 |
| AFMID | -3045.0 |
| ZBTB8B | -3046.0 |
| ZNF784 | -3050.0 |
| HAP1 | -3058.0 |
| RFC5 | -3068.0 |
| MAP2K6 | -3070.0 |
| CBLN3 | -3072.0 |
| ARID3B | -3073.0 |
| SHMT1 | -3081.0 |
| TXNL4B | -3082.0 |
| PRIM2 | -3083.0 |
| MRPL46 | -3084.0 |
| RUFY3 | -3087.0 |
| CDC42SE1 | -3112.0 |
| CMC1 | -3114.0 |
| OSER1 | -3115.0 |
| TSPAN4 | -3119.0 |
| SUPT4H1 | -3123.0 |
| PARS2 | -3129.0 |
| RHOC | -3134.0 |
| PLCB4 | -3142.0 |
| PRLR | -3147.0 |
| ADI1 | -3152.0 |
| SUPT7L | -3157.0 |
| GET4 | -3158.0 |
| PPP1R16B | -3161.0 |
| AMT | -3164.0 |
| YPEL1 | -3167.0 |
| CRLS1 | -3172.0 |
| BBS4 | -3177.0 |
| SLC24A4 | -3178.0 |
| LRRC28 | -3179.0 |
| TPMT | -3187.0 |
| NRG2 | -3191.0 |
| C22orf39 | -3194.0 |
| BTBD1 | -3202.0 |
| NRBP1 | -3203.0 |
| ELP4 | -3205.0 |
| UBXN4 | -3206.0 |
| ZNF672 | -3207.0 |
| ELP5 | -3208.0 |
| PLGRKT | -3209.0 |
| CCDC71 | -3211.0 |
| UNC5C | -3212.0 |
| RNF185 | -3220.0 |
| ZNF641 | -3222.0 |
| GABBR1 | -3226.0 |
| ADD2 | -3229.0 |
| HERPUD2 | -3235.0 |
| POLR2M | -3237.0 |
| IRF2 | -3239.0 |
| STX12 | -3240.0 |
| THRA | -3242.0 |
| TBC1D22B | -3246.0 |
| PSD | -3247.0 |
| BCORL1 | -3252.0 |
| OLA1 | -3253.0 |
| MRPS30 | -3259.0 |
| DLGAP1 | -3260.0 |
| AP3S2 | -3261.0 |
| THAP4 | -3262.0 |
| CREB5 | -3264.0 |
| SNN | -3266.0 |
| PAX2 | -3269.0 |
| PRKAG2 | -3270.0 |
| SYS1 | -3279.0 |
| FAM13A | -3281.0 |
| RORC | -3282.0 |
| OPHN1 | -3289.0 |
| USP38 | -3293.0 |
| GPX1 | -3300.0 |
| PTPN23 | -3310.0 |
| EPS8L2 | -3316.0 |
| STIM2 | -3322.0 |
| GNL1 | -3324.0 |
| SMYD5 | -3329.0 |
| CTBP2 | -3330.0 |
| NUP93 | -3336.0 |
| SLC35C1 | -3338.0 |
| DND1 | -3340.0 |
| C19orf47 | -3344.0 |
| STAMBP | -3347.0 |
| PITPNM2 | -3354.0 |
| RNF114 | -3355.0 |
| SEMA3F | -3356.0 |
| GPD1L | -3357.0 |
| UQCRC1 | -3364.0 |
| N4BP1 | -3368.0 |
| ZFP14 | -3369.0 |
| GNPDA2 | -3374.0 |
| MARK2 | -3375.0 |
| GPATCH1 | -3377.0 |
| SLC9A1 | -3379.0 |
| TCEA2 | -3381.0 |
| RNF215 | -3383.0 |
| ARGLU1 | -3390.0 |
| GPRC5A | -3393.0 |
| HMGN3 | -3397.0 |
| ZBTB8OS | -3405.0 |
| ACTR8 | -3413.0 |
| ZSWIM4 | -3416.0 |
| TSPAN9 | -3417.0 |
| TMEM248 | -3418.0 |
| OVCA2 | -3419.0 |
| ADAMTS16 | -3423.0 |
| LCMT1 | -3434.0 |
| RHOU | -3441.0 |
| CBX6 | -3448.0 |
| SENP6 | -3457.0 |
| PPIF | -3459.0 |
| THAP7 | -3460.0 |
| SLC25A22 | -3465.0 |
| USP49 | -3469.0 |
| PEX11A | -3476.0 |
| USP2 | -3477.0 |
| C15orf61 | -3478.0 |
| DOK4 | -3480.0 |
| G6PC3 | -3487.0 |
| SERP2 | -3488.0 |
| HDGF | -3489.0 |
| GABRB1 | -3494.0 |
| PHIP | -3496.0 |
| CTDSPL | -3500.0 |
| TCN2 | -3502.0 |
| TEC | -3504.0 |
| SPRYD7 | -3508.0 |
| CCDC97 | -3514.0 |
| SMARCE1 | -3517.0 |
| UBE2I | -3525.0 |
| C19orf54 | -3532.0 |
| ZNF768 | -3536.0 |
| TERF2IP | -3541.0 |
| TRIT1 | -3558.0 |
| SPCS2 | -3577.0 |
| ACCS | -3581.0 |
| MAPK14 | -3588.0 |
| TMIE | -3590.0 |
| FOXP1 | -3593.0 |
| ARL2 | -3600.0 |
| LRP10 | -3601.0 |
| PRKCA | -3602.0 |
| OAF | -3603.0 |
| RBMS3 | -3604.0 |
| EPC2 | -3606.0 |
| GMDS | -3607.0 |
| AK2 | -3610.0 |
| ARVCF | -3620.0 |
| BUB3 | -3622.0 |
| SGSM2 | -3624.0 |
| CCDC120 | -3629.0 |
| HEBP2 | -3632.0 |
| FUOM | -3643.0 |
| USP42 | -3644.0 |
| USP30 | -3648.0 |
| MKNK1 | -3649.0 |
| TK2 | -3660.0 |
| NUDCD2 | -3663.0 |
| ZFP91 | -3664.0 |
| EFNA1 | -3667.0 |
| GPR153 | -3677.0 |
| RNF7 | -3684.0 |
| C6orf120 | -3689.0 |
| CREM | -3690.0 |
| RFFL | -3692.0 |
| PIGQ | -3693.0 |
| KLF5 | -3697.0 |
| C22orf23 | -3701.0 |
| N4BP3 | -3702.0 |
| MRPL28 | -3705.0 |
| RAD52 | -3709.0 |
| BRD7 | -3713.0 |
| ZNF653 | -3714.0 |
| EIF3G | -3720.0 |
| STOML2 | -3722.0 |
| KATNBL1 | -3724.0 |
| ZBTB42 | -3728.0 |
| ZNF319 | -3734.0 |
| XRCC5 | -3738.0 |
| TSKU | -3740.0 |
| ACER3 | -3741.0 |
| MYLK4 | -3753.0 |
| FAM32A | -3757.0 |
| SCN2A | -3766.0 |
| COX10 | -3767.0 |
| MAP2K5 | -3768.0 |
| RAB36 | -3772.0 |
| RNPEPL1 | -3774.0 |
| EPDR1 | -3776.0 |
| XYLB | -3778.0 |
| NAT8L | -3798.0 |
| RPP25 | -3804.0 |
| AP5S1 | -3805.0 |
| BTD | -3820.0 |
| TMEM214 | -3821.0 |
| ZNF691 | -3822.0 |
| SHOX2 | -3824.0 |
| NSUN5 | -3825.0 |
| MAD2L1BP | -3830.0 |
| PURA | -3831.0 |
| IST1 | -3834.0 |
| RSPH10B | -3837.5 |
| ANKRD40 | -3841.0 |
| CISD3 | -3843.0 |
| OGFOD3 | -3845.0 |
| MOB2 | -3851.0 |
| C1orf159 | -3853.0 |
| CCDC59 | -3854.0 |
| COPZ1 | -3861.0 |
| CPPED1 | -3866.0 |
| PAOX | -3878.0 |
| NCKIPSD | -3884.0 |
| CDIP1 | -3885.0 |
| AKT2 | -3888.0 |
| DNASE1L2 | -3889.0 |
| PHF12 | -3892.0 |
| CUL3 | -3895.0 |
| DNAJC15 | -3913.0 |
| SFXN4 | -3921.0 |
| AFAP1L1 | -3922.0 |
| MSANTD3 | -3923.0 |
| PLEKHA6 | -3924.0 |
| NIPAL4 | -3938.0 |
| LMF2 | -3946.0 |
| CELF2 | -3947.0 |
| COX4I1 | -3949.0 |
| MFAP3 | -3953.0 |
| EML5 | -3958.0 |
| RAB6A | -3960.0 |
| CNOT2 | -3961.0 |
| MRPS35 | -3962.0 |
| DBNDD2 | -3966.0 |
| MAPKAPK3 | -3969.0 |
| LMO4 | -3971.0 |
| TM2D2 | -3975.0 |
| NUFIP1 | -3978.0 |
| SLTM | -3986.0 |
| MRPL30 | -3989.0 |
| CAAP1 | -3990.0 |
| MOB3B | -3994.0 |
| ENKD1 | -4000.0 |
| G6PC2 | -4002.0 |
| DSEL | -4005.0 |
| PCDHA13 | -4006.0 |
| TXNDC9 | -4008.0 |
| SMTNL2 | -4012.0 |
| TNIP1 | -4016.0 |
| COMMD9 | -4025.0 |
| SMAD3 | -4030.0 |
| TRPV4 | -4034.0 |
| RSRC2 | -4036.0 |
| EHD4 | -4038.0 |
| TRIM26 | -4042.0 |
| TNFAIP8 | -4044.0 |
| TAF8 | -4048.0 |
| ING1 | -4049.0 |
| MBOAT1 | -4050.0 |
| ATP8A1 | -4057.0 |
| EPC1 | -4058.0 |
| MAMDC4 | -4061.0 |
| MIF4GD | -4064.0 |
| HIP1R | -4073.0 |
| BHLHE41 | -4074.0 |
| MMAA | -4078.0 |
| PDGFD | -4080.0 |
| BAK1 | -4083.0 |
| SEC22A | -4088.0 |
| KCNJ16 | -4089.0 |
| ABLIM1 | -4093.0 |
| NUDT9 | -4094.0 |
| PAGR1 | -4100.0 |
| DESI1 | -4104.0 |
| SCOC | -4105.0 |
| NMT1 | -4111.0 |
| TDRP | -4113.0 |
| PSMF1 | -4119.0 |
| KATNB1 | -4120.0 |
| SLC43A1 | -4126.0 |
| EMC10 | -4133.0 |
| SLC31A1 | -4135.0 |
| ERRFI1 | -4145.0 |
| PCBP3 | -4146.0 |
| FAM217B | -4149.0 |
| BCKDK | -4160.0 |
| SLC26A11 | -4162.0 |
| ING4 | -4166.0 |
| SLC25A39 | -4182.0 |
| PRPSAP1 | -4183.0 |
| RANBP10 | -4184.0 |
| CASP7 | -4187.0 |
| DDX55 | -4188.0 |
| SCMH1 | -4189.0 |
| CRTC3 | -4193.0 |
| MARK4 | -4194.0 |
| SGIP1 | -4199.0 |
| THNSL2 | -4203.0 |
| CCDC149 | -4206.0 |
| CDC42EP4 | -4213.0 |
| VANGL1 | -4215.0 |
| PURB | -4220.0 |
| GPANK1 | -4226.0 |
| HBEGF | -4229.0 |
| TBX20 | -4233.0 |
| CITED2 | -4237.0 |
| PXMP4 | -4240.0 |
| COX7C | -4241.0 |
| FAM124A | -4244.0 |
| POU2F2 | -4245.0 |
| MMP15 | -4246.0 |
| PPARGC1A | -4248.0 |
| PSMG4 | -4250.0 |
| SBK1 | -4252.0 |
| GTDC1 | -4253.0 |
| VRK2 | -4257.0 |
| TMEM11 | -4273.0 |
| TAF1D | -4278.0 |
| MAP2 | -4279.0 |
| PKP4 | -4280.0 |
| KLHL26 | -4281.0 |
| KCNK5 | -4285.0 |
| CRAT | -4286.0 |
| SPA17 | -4292.0 |
| LYN | -4293.0 |
| TENM4 | -4299.0 |
| MAK16 | -4303.0 |
| MAX | -4306.0 |
| PAQR4 | -4309.0 |
| CD300A | -4310.5 |
| CD59 | -4312.0 |
| IK | -4320.0 |
| RARG | -4323.0 |
| PKDCC | -4324.0 |
| PARD6G | -4328.0 |
| CBX2 | -4330.0 |
| SAMD12 | -4331.0 |
| CD81 | -4332.0 |
| PLD3 | -4337.0 |
| KIF3A | -4342.0 |
| ALKBH6 | -4344.0 |
| ZCCHC18 | -4353.5 |
| POLR2D | -4355.0 |
| ZNF219 | -4356.0 |
| TRADD | -4357.0 |
| FZR1 | -4359.0 |
| RELA | -4360.0 |
| TSPAN14 | -4363.0 |
| CELSR1 | -4367.0 |
| OSR1 | -4368.0 |
| BSDC1 | -4372.0 |
| ARL8A | -4378.0 |
| ZCCHC17 | -4382.0 |
| CCDC174 | -4383.0 |
| ALDH1A2 | -4387.0 |
| ANKRD13D | -4389.0 |
| PRAF2 | -4390.0 |
| ANO1 | -4392.0 |
| LRCH4 | -4393.0 |
| DGKZ | -4394.0 |
| RGMA | -4396.0 |
| ALKBH7 | -4397.0 |
| C17orf49 | -4400.0 |
| AIG1 | -4401.0 |
| ANKS6 | -4403.0 |
| NFKBIE | -4408.0 |
| FOXO1 | -4413.0 |
| PRKCD | -4414.0 |
| ERGIC2 | -4417.0 |
| PRMT7 | -4419.0 |
| IQCG | -4422.0 |
| SESN2 | -4425.0 |
| SLC35F2 | -4428.0 |
| CASKIN2 | -4435.0 |
| CMTM8 | -4440.0 |
| ANKRD49 | -4444.0 |
| GLRX3 | -4445.0 |
| CD151 | -4447.0 |
| RABEP2 | -4448.0 |
| FBXW9 | -4449.0 |
| PSMG2 | -4453.0 |
| CSK | -4454.0 |
| NSMF | -4456.0 |
| USP3 | -4459.0 |
| CD72 | -4461.0 |
| R3HCC1 | -4475.0 |
| CUEDC2 | -4485.0 |
| AKTIP | -4487.0 |
| ZNF286A | -4490.0 |
| NDUFA4 | -4493.0 |
| TRIM13 | -4500.0 |
| ONECUT2 | -4503.0 |
| SLC38A1 | -4504.0 |
| TSLP | -4505.0 |
| MME | -4506.0 |
| PANX1 | -4514.0 |
| CYB5A | -4515.0 |
| WWC1 | -4516.0 |
| RAB11A | -4522.0 |
| HSD17B8 | -4525.0 |
| PDK3 | -4531.0 |
| WDR55 | -4535.0 |
| TRMT1 | -4544.0 |
| TBC1D16 | -4550.0 |
| SURF2 | -4551.0 |
| ZCCHC3 | -4554.0 |
| TRIP10 | -4559.0 |
| ARL2BP | -4565.0 |
| C6orf89 | -4569.0 |
| PATZ1 | -4576.0 |
| ERBB2 | -4577.0 |
| ZMYM4 | -4578.0 |
| LRRFIP2 | -4580.0 |
| PKHD1 | -4588.0 |
| DPP4 | -4590.0 |
| SLC39A13 | -4594.0 |
| TSR3 | -4598.0 |
| NEURL1B | -4608.0 |
| CHD9 | -4625.0 |
| PTER | -4633.0 |
| P2RX6 | -4634.0 |
| GCLC | -4635.0 |
| PCDHA4 | -4636.0 |
| CGN | -4638.0 |
| MAPK10 | -4642.0 |
| INTS9 | -4645.0 |
| SH3BP1 | -4647.0 |
| LRRN1 | -4649.0 |
| LSM10 | -4656.0 |
| EHD3 | -4657.0 |
| UPF2 | -4673.0 |
| ESPN | -4680.0 |
| ASCC1 | -4683.0 |
| NSFL1C | -4684.0 |
| LNX2 | -4685.0 |
| NINJ1 | -4686.0 |
| PIK3IP1 | -4691.0 |
| STUB1 | -4694.0 |
| DENND6B | -4715.0 |
| KIAA0895L | -4724.0 |
| FTO | -4735.0 |
| DCC | -4739.0 |
| CCDC74A | -4742.5 |
| RALBP1 | -4745.0 |
| IFT46 | -4755.0 |
| ZDHHC15 | -4764.0 |
| CPEB1 | -4772.0 |
| ERLEC1 | -4773.0 |
| TRAPPC3 | -4785.0 |
| TPP1 | -4788.0 |
| MYCBP | -4789.0 |
| UBE2E1 | -4792.0 |
| SMARCD1 | -4804.0 |
| GIT1 | -4814.0 |
| CHCHD5 | -4823.0 |
| SUGP1 | -4826.0 |
| TNS1 | -4829.0 |
| PCBP4 | -4831.0 |
| IRF2BP1 | -4832.0 |
| DDHD1 | -4854.0 |
| NDUFA10 | -4856.0 |
| BRIX1 | -4861.0 |
| RGS4 | -4867.0 |
| AGPAT2 | -4877.0 |
| ENTPD5 | -4879.0 |
| CEP85 | -4880.0 |
| TPPP3 | -4881.0 |
| PPP2R2D | -4882.0 |
| MOB3C | -4884.0 |
| RTN2 | -4894.0 |
| MRPS25 | -4909.0 |
| B4GALT4 | -4918.0 |
| LRRC1 | -4919.0 |
| NXF1 | -4921.0 |
| NDUFB9 | -4924.0 |
| N4BP2L1 | -4932.0 |
| SAMD10 | -4934.0 |
| POLR2L | -4936.0 |
| BNIP3L | -4937.0 |
| FBXO17 | -4940.0 |
| PPT1 | -4944.0 |
| HOXB5 | -4955.0 |
| TMOD1 | -4963.0 |
| PHB2 | -4964.0 |
| INIP | -4973.0 |
| CCNDBP1 | -4984.0 |
| FAM83H | -4986.0 |
| TEX9 | -4991.0 |
| FOXP2 | -5014.0 |
| ISCA2 | -5016.0 |
| RPS6KA1 | -5027.0 |
| HADHA | -5032.0 |
| DNAJC4 | -5036.0 |
| FAAH | -5037.0 |
| DCPS | -5049.0 |
| WDR45 | -5052.0 |
| MTHFS | -5063.0 |
| ELP2 | -5067.0 |
| OSMR | -5071.0 |
| DEK | -5075.0 |
| PAK3 | -5091.0 |
| MXD4 | -5093.0 |
| RAB14 | -5094.0 |
| RAB8A | -5102.0 |
| ZNF821 | -5107.0 |
| SPATA6 | -5110.0 |
| TMEM258 | -5112.0 |
| NABP2 | -5114.0 |
| AP2S1 | -5125.0 |
| SHANK1 | -5128.0 |
| WIZ | -5136.0 |
| SUGT1 | -5139.0 |
| LAD1 | -5147.0 |
| KCNQ5 | -5150.0 |
| ATP6V0B | -5152.0 |
| LSM2 | -5155.0 |
| C11orf1 | -5156.0 |
| SLC44A1 | -5158.0 |
| DUSP22 | -5160.0 |
| LHX9 | -5161.0 |
| SIPA1 | -5162.0 |
| RNPS1 | -5170.0 |
| PPP2R5D | -5174.0 |
| WDTC1 | -5176.0 |
| OLFML2A | -5179.0 |
| TPM3 | -5182.0 |
| SRRD | -5191.0 |
| TBC1D19 | -5192.0 |
| PCBP2 | -5197.0 |
| LLPH | -5199.0 |
| HOXA9 | -5202.0 |
| MED19 | -5206.0 |
| GNPTG | -5218.0 |
| DCTN5 | -5223.0 |
| SNRPB2 | -5225.0 |
| YWHAE | -5227.0 |
| MRRF | -5250.0 |
| SNED1 | -5251.0 |
| ATMIN | -5259.0 |
| MYO5B | -5260.0 |
| NDUFB5 | -5265.0 |
| HOXA10 | -5266.0 |
| BIN3 | -5270.0 |
| RBM25 | -5272.0 |
| ARHGAP24 | -5273.0 |
| SCARA3 | -5274.0 |
| MOV10 | -5279.0 |
| TXNIP | -5282.0 |
| GNAI2 | -5289.0 |
| RSPH9 | -5296.0 |
| MEAF6 | -5301.0 |
| BTF3L4 | -5303.0 |
| HS3ST5 | -5317.0 |
| UBE2V1 | -5320.0 |
| NDRG1 | -5321.0 |
| ERP44 | -5325.0 |
| CNIH4 | -5326.0 |
| DEAF1 | -5329.0 |
| GAS2 | -5335.0 |
| TSPAN13 | -5356.0 |
| ELL | -5369.0 |
| TNNT3 | -5370.0 |
| SOX4 | -5374.0 |
| SREK1IP1 | -5380.0 |
| STXBP6 | -5381.0 |
| PTPRD | -5383.0 |
| MBD2 | -5386.0 |
| RAVER1 | -5387.0 |
| ANP32A | -5389.5 |
| RPUSD1 | -5398.0 |
| FGB | -5400.0 |
| RSPH3 | -5405.0 |
| SIX5 | -5411.0 |
| MAPK8IP1 | -5412.0 |
| PBX4 | -5419.0 |
| GATA6 | -5423.0 |
| VPS28 | -5424.0 |
| ANXA11 | -5425.0 |
| ZFP90 | -5429.0 |
| BTBD11 | -5430.0 |
| PML | -5437.0 |
| CD276 | -5438.0 |
| ATOX1 | -5443.0 |
| ZMIZ2 | -5444.0 |
| PCED1B | -5447.0 |
| MPHOSPH8 | -5453.0 |
| PPIL2 | -5455.0 |
| DDR1 | -5458.0 |
| EGFR | -5465.0 |
| TERF2 | -5472.0 |
| DCTN3 | -5473.0 |
| CHDH | -5474.0 |
| PTPMT1 | -5486.0 |
| PID1 | -5499.0 |
| ACAA2 | -5502.0 |
| PHKG2 | -5503.0 |
| SLC35A4 | -5504.0 |
| TOM1 | -5513.0 |
| TFCP2L1 | -5518.0 |
| NEDD8 | -5521.0 |
| PLD2 | -5522.0 |
| BTBD2 | -5526.0 |
| TSPAN3 | -5534.0 |
| UBE2D1 | -5548.0 |
| NSA2 | -5549.0 |
| TMEM98 | -5553.0 |
| RALGDS | -5555.0 |
| PHC2 | -5557.0 |
| PACS1 | -5559.0 |
| SAMD4B | -5562.0 |
| SHB | -5563.0 |
| CBR1 | -5564.0 |
| DNAJC30 | -5566.0 |
| UBE2N | -5578.0 |
| SCNM1 | -5582.0 |
| KCNN3 | -5586.0 |
| STMN1 | -5591.0 |
| ITPKB | -5593.0 |
| TSC22D1 | -5599.0 |
| TBRG1 | -5603.0 |
| TAF3 | -5604.0 |
| CAPNS1 | -5611.0 |
| NEDD4L | -5613.0 |
| MRPS18A | -5617.0 |
| TUBB4A | -5623.0 |
| IFNAR2 | -5625.0 |
| ATP6V0D1 | -5638.0 |
| UBE2E2 | -5641.0 |
| CSDC2 | -5643.0 |
| EI24 | -5646.0 |
| LYRM4 | -5652.0 |
| ECHDC2 | -5659.0 |
| NYNRIN | -5660.0 |
| FLOT2 | -5662.0 |
| SLC22A17 | -5666.0 |
| GLT8D1 | -5669.0 |
| MBOAT2 | -5671.0 |
| FAM133B | -5672.0 |
| CXXC5 | -5674.0 |
| FOXP4 | -5679.0 |
| PSMB2 | -5681.0 |
| TOMM6 | -5682.0 |
| PPDPF | -5688.0 |
| LPXN | -5690.0 |
| GINS2 | -5694.0 |
| CLIP4 | -5695.0 |
| RTF1 | -5700.0 |
| CTDSP1 | -5709.0 |
| ENO2 | -5711.0 |
| ALAD | -5716.0 |
| ZNF395 | -5719.0 |
| KCTD12 | -5721.0 |
| SMAP1 | -5726.0 |
| TAF10 | -5727.0 |
| TMEM234 | -5731.0 |
| SMIM1 | -5734.0 |
| MAML2 | -5735.0 |
| CCDC88C | -5736.0 |
| YIPF2 | -5742.0 |
| NTM | -5745.0 |
| ALS2CL | -5746.0 |
| SYT14 | -5750.0 |
| ORAI1 | -5757.0 |
| MAPK1IP1L | -5759.0 |
| TXNDC17 | -5762.0 |
| PAX8 | -5773.0 |
| ITGB3BP | -5776.0 |
| SLC9A3R2 | -5789.0 |
| TRIP6 | -5813.0 |
| PPIG | -5821.0 |
| SERPINA3 | -5825.0 |
| PSIP1 | -5828.0 |
| DLGAP4 | -5832.0 |
| ZNF362 | -5834.0 |
| COBL | -5837.0 |
| SPON2 | -5838.0 |
| TLE1 | -5840.0 |
| CCDC24 | -5841.0 |
| ZNF23 | -5843.0 |
| COMMD3 | -5847.0 |
| SEMA6A | -5848.0 |
| ERI3 | -5853.0 |
| ANK3 | -5857.0 |
| ZNRF1 | -5859.0 |
| S100A11 | -5871.0 |
| LIMD2 | -5872.0 |
| F11R | -5883.0 |
| SOX12 | -5884.0 |
| EIF2S2 | -5891.0 |
| REEP2 | -5892.0 |
| MT-ATP6 | -5894.0 |
| SEC62 | -5896.0 |
| CISH | -5903.0 |
| TP53I11 | -5909.0 |
| GADD45GIP1 | -5912.0 |
| ABCA1 | -5914.0 |
| SLC8A1 | -5916.0 |
| RHOG | -5918.0 |
| PPBP | -5919.0 |
| CLDN2 | -5922.0 |
| PTPRF | -5925.0 |
| HNF1B | -5932.0 |
| SEMA3C | -5937.0 |
| LY6E | -5938.0 |
| NFATC4 | -5943.0 |
| CDH3 | -5945.0 |
| PERP | -5949.0 |
| PSENEN | -5950.0 |
| IGLON5 | -5952.0 |
| SSBP3 | -5957.0 |
| GPRC5C | -5961.0 |
| ALDH7A1 | -5967.0 |
| BCAM | -5968.0 |
| CMTM3 | -5970.0 |
| ZFP36L1 | -5973.0 |
| HS6ST2 | -5974.0 |
| SLC25A23 | -5981.0 |
| COL11A1 | -5983.0 |
| UBE2R2 | -5984.0 |
| PNRC1 | -5986.0 |
| SLC27A1 | -5995.0 |
Here is the session info with all the versions of packages used.
sessionInfo()
## R version 4.3.1 (2023-06-16)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 22.04.2 LTS
##
## Matrix products: default
## BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0
##
## 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
##
## time zone: Australia/Melbourne
## tzcode source: system (glibc)
##
## attached base packages:
## [1] stats4 stats graphics grDevices utils datasets methods
## [8] base
##
## other attached packages:
## [1] pkgload_1.3.2 GGally_2.1.2
## [3] ggplot2_3.4.1 beeswarm_0.4.0
## [5] gtools_3.9.4 tibble_3.2.0
## [7] echarts4r_0.4.4 RColorBrewer_1.1-3
## [9] kableExtra_1.3.4 biomaRt_2.54.0
## [11] dplyr_1.1.0 mitch_1.10.0
## [13] gplots_3.1.3 DESeq2_1.38.3
## [15] SummarizedExperiment_1.28.0 Biobase_2.58.0
## [17] MatrixGenerics_1.10.0 matrixStats_0.63.0
## [19] GenomicRanges_1.50.2 GenomeInfoDb_1.34.6
## [21] IRanges_2.32.0 S4Vectors_0.36.1
## [23] BiocGenerics_0.44.0 reshape2_1.4.4
##
## loaded via a namespace (and not attached):
## [1] DBI_1.1.3 bitops_1.0-7 gridExtra_2.3
## [4] rlang_1.1.0 magrittr_2.0.3 compiler_4.3.1
## [7] RSQLite_2.3.0 systemfonts_1.0.4 png_0.1-8
## [10] vctrs_0.6.0 rvest_1.0.3 stringr_1.5.0
## [13] pkgconfig_2.0.3 crayon_1.5.2 fastmap_1.1.1
## [16] dbplyr_2.3.1 XVector_0.38.0 ellipsis_0.3.2
## [19] caTools_1.18.2 utf8_1.2.3 promises_1.2.0.1
## [22] rmarkdown_2.20 bit_4.0.5 xfun_0.37
## [25] zlibbioc_1.44.0 cachem_1.0.7 jsonlite_1.8.4
## [28] progress_1.2.2 blob_1.2.4 highr_0.10
## [31] later_1.3.0 DelayedArray_0.24.0 reshape_0.8.9
## [34] BiocParallel_1.32.5 prettyunits_1.1.1 parallel_4.3.1
## [37] R6_2.5.1 bslib_0.4.2 stringi_1.7.12
## [40] jquerylib_0.1.4 Rcpp_1.0.10 knitr_1.42
## [43] httpuv_1.6.9 Matrix_1.5-4.1 tidyselect_1.2.0
## [46] rstudioapi_0.14 yaml_2.3.7 codetools_0.2-19
## [49] curl_5.0.0 lattice_0.21-8 plyr_1.8.8
## [52] withr_2.5.0 shiny_1.7.4 KEGGREST_1.38.0
## [55] evaluate_0.20 BiocFileCache_2.6.0 xml2_1.3.3
## [58] Biostrings_2.66.0 filelock_1.0.2 pillar_1.8.1
## [61] KernSmooth_2.23-21 generics_0.1.3 RCurl_1.98-1.10
## [64] hms_1.1.2 munsell_0.5.0 scales_1.2.1
## [67] xtable_1.8-4 glue_1.6.2 tools_4.3.1
## [70] webshot_0.5.4 annotate_1.76.0 locfit_1.5-9.7
## [73] XML_3.99-0.13 grid_4.3.1 AnnotationDbi_1.60.0
## [76] colorspace_2.1-0 GenomeInfoDbData_1.2.9 cli_3.6.0
## [79] rappdirs_0.3.3 fansi_1.0.4 viridisLite_0.4.1
## [82] svglite_2.1.1 gtable_0.3.2 sass_0.4.5
## [85] digest_0.6.31 geneplotter_1.76.0 htmlwidgets_1.6.2
## [88] memoise_2.0.1 htmltools_0.5.4 lifecycle_1.0.3
## [91] httr_1.4.5 mime_0.12 bit64_4.0.5
## [94] MASS_7.3-58.3
END of report