All DEGs of paired comparison CT-vs-LT12 stats2 dataframe.
Usage
data(degs_stats2)Format
Dataframe: All DEGs of paired comparison CT-vs-LT12 stats2 dataframe (1st-col: Gene, 2nd-col: baseMean, 3rd-col: Log2FoldChange, 4th-col: FDR).
Examples
# 1. Library TOmicsVis package
library(TOmicsVis)
# 2. Load example data
data(degs_stats2)
# 3. View example data
degs_stats2
#> name baseMean log2FoldChange padj
#> 1 A1I3 1.184475e-01 0.00000000 NA
#> 2 A1M 1.654462e+03 0.67895377 5.280802e-02
#> 3 A2M 6.810463e+02 1.52638385 3.920000e-07
#> 4 A2ML1 3.897227e+02 3.89335725 1.180000e-14
#> 5 ABAT 3.647810e+02 -2.35540143 1.559230e-04
#> 6 ABCC3 1.134624e+00 1.29327396 4.491812e-01
#> 7 ABCF2 9.015267e+02 2.47271204 9.440000e-13
#> 8 ABCG2 8.055154e+02 0.05893710 9.129725e-01
#> 9 ABHD12 9.542590e+02 1.06920416 4.610000e-05
#> 10 ABHD14B 8.090908e+01 1.82456677 3.550000e-06
#> 11 ABHD5 8.428576e+02 1.75222538 2.330000e-06
#> 12 ACAA2 1.571030e+03 0.83762707 7.707308e-03
#> 13 ACAN 7.829696e+02 0.29778994 5.673184e-01
#> 14 ACAT2 9.456451e+00 -2.66825559 6.530910e-04
#> 15 ACSBG2 2.606618e-01 0.00000000 NA
#> 16 ADH1 1.826909e+03 0.48807919 1.207882e-01
#> 17 AGT 1.772814e+02 1.53305954 9.940000e-05
#> 18 AHCY-A 8.240317e+02 0.83588756 1.701735e-03
#> 19 AHSG 1.563573e+02 1.52927459 9.717180e-04
#> 20 ALAS1 7.755496e-01 -1.81748562 3.430942e-01
#> 21 ALDH1L1 1.988860e+02 0.83416361 3.629022e-02
#> 22 ALDH2 7.797912e+03 1.93267610 1.680000e-08
#> 23 ALDH9A1A 2.766491e+03 1.12856235 4.870229e-03
#> 24 ALDOB 6.415308e+00 -4.48847006 2.370000e-05
#> 25 ALLC 7.481583e-01 -0.93010987 6.429265e-01
#> 26 ALYREF 6.536918e+01 -2.19092477 1.990012e-03
#> 27 ALYREF-A 4.454374e-01 0.94063530 6.422819e-01
#> 28 AMDHD1 4.850010e+02 0.90045120 5.642496e-02
#> 29 AP1S3 4.455104e+03 0.28511493 5.860821e-01
#> 30 APOA1 9.038773e+02 -0.84403088 3.137830e-02
#> 31 APOB 2.522455e-01 -0.26254415 NA
#> 32 APOC2 2.812979e+03 2.47159917 2.200000e-13
#> 33 APOEB 1.772720e+00 0.80169211 6.652744e-01
#> 34 APOH 5.709002e-01 -0.82626819 6.860985e-01
#> 35 AQP9 1.023197e+01 4.01278197 7.490000e-05
#> 36 ARF5 7.954391e+00 -2.84926000 7.578730e-03
#> 37 ARHGEF28 4.064344e+02 0.85260523 5.015460e-04
#> 38 ARHGEF38 4.231431e+03 1.44771382 5.500000e-05
#> 39 ARID4A 6.812009e+03 -0.24972403 2.632600e-01
#> 40 ARL1 3.987262e+02 -0.20525467 5.823792e-01
#> 41 ARL5A 3.001476e+03 -1.47919080 5.530000e-05
#> 42 ARRDC2 3.647999e+01 -2.16764335 1.051380e-04
#> 43 ASPDH 2.413981e-01 -1.81160595 NA
#> 44 ATF4 1.098290e+03 0.35216017 2.190529e-01
#> 45 ATP1A1 7.791495e+01 -0.39652987 4.660567e-01
#> 46 ATP5F1B 2.331342e+03 1.87160471 4.350000e-07
#> 47 ATP5MC3 1.839733e+02 -4.92099400 3.140000e-19
#> 48 ATP6V0C 3.600489e+03 3.56570673 7.220000e-63
#> 49 AVPI1 6.463474e+03 0.52369760 2.777629e-01
#> 50 AZIN1 1.732952e+03 3.19560745 2.540000e-17
#> 51 BET1 1.816154e+03 0.69098185 1.841283e-02
#> 52 BHMT 3.674257e+03 -0.54476510 9.089838e-02
#> 53 BLVRB 5.087847e+02 -5.23353107 1.380000e-59
#> 54 BMP1 1.644104e+03 1.57723114 2.030000e-06
#> 55 BMP3 6.466862e+02 0.83943693 5.940000e-05
#> 56 BNIP3 3.781318e-01 1.01125893 NA
#> 57 BRD2 2.160667e+02 0.99605861 4.444759e-02
#> 58 BRD4 2.094305e+03 2.67103166 2.500000e-09
#> 59 BSDC1 3.154744e+01 -5.64688558 NA
#> 60 BTG1 2.988249e+01 -0.59488414 4.417313e-01
#> 61 BTG3 1.206991e-01 -1.38852116 NA
#> 62 BTN1A1 8.482145e-01 1.35639510 4.915295e-01
#> 63 C1QL2 3.282336e+02 -0.72601160 2.392188e-02
#> 64 C1QL4 4.987864e+02 0.78645065 1.164481e-01
#> 65 C1QTNF3 3.687063e+03 0.56189777 8.034969e-02
#> 66 C1RB 1.092573e+00 -3.38696046 NA
#> 67 C3 7.546752e+02 0.55778159 5.828290e-02
#> 68 C5 8.126138e+02 0.33214602 4.111410e-01
#> 69 C6ORF62 1.414687e-01 -1.58424097 NA
#> 70 C7 3.346109e+03 -0.25517121 4.974485e-01
#> 71 C8A 1.535511e+03 2.18754546 1.380000e-09
#> 72 C8B 9.199911e+03 1.51114589 1.560000e-05
#> 73 C9 1.101906e+03 1.33813798 4.410000e-05
#> 74 CALD1 1.448260e-01 1.39741768 NA
#> 75 CAPN2 1.460095e+03 1.20987143 5.219850e-04
#> 76 CAPRIN1 8.226731e+02 1.51214422 9.140000e-05
#> 77 CARHSP1 4.975393e-02 0.73261133 NA
#> 78 CBX7 1.792268e-01 0.10454477 NA
#> 79 CCL25 8.937696e+02 0.23308046 4.841153e-01
#> 80 CCNDBP1 9.614609e+02 2.43957053 2.060000e-11
#> 81 CCNG2 2.302014e+02 -2.93244434 1.540000e-07
#> 82 CCT2 9.725614e+01 4.06310030 7.430000e-09
#> 83 CDKN1B 1.009220e+03 0.73410915 4.550559e-03
#> 84 CDKN1C 1.343522e+03 -2.05021995 2.230000e-05
#> 85 CDO1 3.270754e+02 0.90369758 2.462553e-02
#> 86 CEBPA 4.790417e+01 2.73223934 8.380000e-06
#> 87 CEBPD 1.402072e+02 1.38714575 1.746949e-02
#> 88 CERS2 1.880352e+03 -0.78564796 4.259553e-02
#> 89 CETP 5.667419e+03 -2.89281101 4.130000e-14
#> 90 CFB 5.073877e+02 -3.06894083 1.710000e-07
#> 91 CFH 3.166027e+00 0.50068685 7.026117e-01
#> 92 CFHR1 1.463443e+00 -2.05385179 2.469953e-01
#> 93 CFHR2 4.670089e+02 0.35427539 1.777256e-01
#> 94 CFI 4.802893e+02 3.18724462 7.470000e-36
#> 95 CFP 1.891767e+02 1.49520183 6.900000e-06
#> 96 CIART 1.180695e+02 -2.31334277 1.070000e-05
#> 97 CIDEC 6.793227e+03 -2.58327424 9.850000e-21
#> 98 CIRBP 9.306058e+02 -2.17321553 1.530000e-11
#> 99 CIRBP-B 2.876863e+00 -3.91783137 1.258927e-02
#> 100 CISH 2.725603e+03 1.86203537 3.330000e-12
#> 101 CLDN15 5.972318e+02 0.83756312 3.223532e-03
#> 102 CLEC4E 5.821151e+03 -1.38550595 2.635220e-04
#> 103 CLEC4M 2.247472e+03 -1.30601340 3.240000e-05
#> 104 CLPB 6.308336e+03 2.39900695 1.820000e-14
#> 105 CNDP2 3.151729e+02 0.86977465 1.060379e-03
#> 106 CNN3 3.099517e+02 1.61741598 1.620000e-05
#> 107 CNPPD1 1.767509e+03 -1.22496767 2.131270e-03
#> 108 COA6 4.644222e+03 1.43021265 1.716370e-04
#> 109 COMTD1 3.294032e+03 -2.27517477 2.720000e-20
#> 110 COX7A2 2.559635e+01 -4.35208754 2.760000e-06
#> 111 CP 1.182166e+03 -0.39602802 2.854310e-01
#> 112 CPB1 3.254137e+02 -0.12279926 7.304675e-01
#> 113 CPB2 1.017710e+01 -1.81595395 2.880236e-02
#> 114 CPT1A 5.642459e+02 -0.99022892 2.628119e-03
#> 115 CREM 9.025427e+00 5.43440154 1.030000e-05
#> 116 CRIP2 1.601787e+00 4.03423492 1.283342e-02
#> 117 CSRNP1 1.335789e+03 -1.75470171 3.790000e-06
#> 118 CTGF 1.697323e+00 -3.54273573 2.944332e-02
#> 119 CTNNB1 3.372723e+02 6.33016584 2.990000e-36
#> 120 CTSF 3.601922e+03 -0.05957469 8.926847e-01
#> 121 CXORF38 3.340228e-01 -1.13524874 NA
#> 122 CYB5A 2.402397e+01 -3.42785374 8.220000e-10
#> 123 CYC 3.515267e+03 1.51114941 1.461330e-04
#> 124 CYP1A1 1.031164e+03 -0.79327335 4.631380e-04
#> 125 CYP24A1 9.085770e-02 1.11205852 NA
#> 126 CYP2F2 7.238346e+02 -0.96403231 2.248507e-02
#> 127 CYP2G1 6.628223e-01 -0.54734950 7.971257e-01
#> 128 CYP2J1 1.168054e+01 1.60675699 1.929288e-02
#> 129 CYP2J2 9.388644e+02 -2.25777823 1.070000e-08
#> 130 CYP2J6 1.051987e+03 -0.04175327 9.408550e-01
#> 131 CYP2K1 4.062673e+01 -0.08265253 9.253120e-01
#> 132 CYP4V2 2.415535e+03 -3.29153936 1.110000e-26
#> 133 CYR61 1.946906e-01 1.58056839 NA
#> 134 DAPK2 7.751129e+02 0.54651631 9.620737e-02
#> 135 DBI 1.616504e+01 -0.97242500 2.469509e-01
#> 136 DCUN1D5 1.357393e+02 3.16536895 1.840000e-14
#> 137 DDIT4 2.923537e+03 -0.33811106 3.376397e-01
#> 138 DDIT4L 2.038961e+03 -1.95502449 1.390000e-13
#> 139 DDX5 5.321069e+02 4.22657044 4.920000e-64
#> 140 DECR2 2.550017e+03 -0.56178125 6.251315e-02
#> 141 DEF6 3.584778e+00 -0.68576079 6.053170e-01
#> 142 DHCR24 1.859237e+03 -1.66430922 3.450000e-06
#> 143 DHCR7 1.691314e+00 3.36772700 4.049181e-02
#> 144 DHRS13 3.891898e+02 1.22747634 6.070870e-04
#> 145 DIABLO 1.570377e+00 -0.38343619 8.413514e-01
#> 146 DIO3 1.597942e+03 -0.08802603 8.437098e-01
#> 147 DLC1 9.474969e+02 0.69131426 6.251576e-02
#> 148 DLST 1.293500e+02 -0.05601664 NA
#> 149 DNAJA1 1.834245e+03 0.90539181 3.795058e-03
#> 150 DNAJA3 1.147205e+02 1.34013115 8.193728e-02
#> 151 DNAJC3 3.811179e+01 1.41227818 2.073680e-02
#> 152 DUSP1-A 2.507533e+02 2.36433874 5.310000e-06
#> 153 EEF1A 4.782604e-01 -1.75683295 3.597589e-01
#> 154 EEF1D 2.008558e+03 1.64546025 1.740000e-05
#> 155 EEF2 8.890513e+00 0.07602981 9.426297e-01
#> 156 EGR1 6.417646e-01 2.34319713 1.970232e-01
#> 157 EIF1 1.223247e+02 1.73713713 2.113309e-02
#> 158 EIF3A 4.061605e+02 -0.58255964 1.727906e-01
#> 159 EIF4A1 1.702422e-01 0.20543167 NA
#> 160 EIF4E 5.318534e+02 1.98491982 3.250000e-06
#> 161 EIF5 2.988534e+02 0.90035490 3.323888e-02
#> 162 ELL 4.016523e+03 -0.17668644 6.526734e-01
#> 163 ELOF1 2.291591e+00 -1.79446962 2.747370e-01
#> 164 ENO3 7.394990e-01 -2.32005860 2.145081e-01
#> 165 EPS8L3 4.615521e+03 -0.06162704 8.971377e-01
#> 166 ERG28 9.166694e-02 0.00000000 NA
#> 167 ERRFI1 2.171244e+01 -0.74229183 3.953897e-01
#> 168 F10 3.649585e+02 -0.18943614 6.408098e-01
#> 169 F2 1.681242e+01 0.55524558 6.201664e-01
#> 170 FAAH 8.219240e-02 0.00000000 NA
#> 171 FABP3 3.085262e+03 -0.69152208 3.349494e-02
#> 172 FAM107A 2.557516e+01 -0.91313588 2.997655e-01
#> 173 FAM151B 1.684782e+02 0.14725081 6.508541e-01
#> 174 FAM173B 1.485841e+01 -0.50948230 5.795301e-01
#> 175 FAM20A 4.170682e+01 0.44612176 4.625805e-01
#> 176 FAM20C 5.404898e+02 1.53909664 8.180000e-07
#> 177 FAM234A 2.035547e+01 -2.49645431 1.310000e-05
#> 178 FAM57A 1.310058e+03 -1.84055084 5.500000e-05
#> 179 FAM84A 2.055961e+01 -2.53596419 2.080000e-05
#> 180 FBP1 9.813702e+02 -7.37870316 1.950000e-44
#> 181 FBP2 3.706513e+02 1.77528309 1.350000e-05
#> 182 FDPS 4.313303e+02 -0.07559469 8.599524e-01
#> 183 FDX1 3.932155e+02 -1.71795815 2.830000e-06
#> 184 FETUB 1.147348e+01 2.10245969 8.900006e-02
#> 185 FGA 3.095568e-01 -2.04366359 NA
#> 186 FGB 7.069155e+02 1.33245135 8.720000e-07
#> 187 FGG 7.503330e-01 -1.82678838 3.405635e-01
#> 188 FHL1 1.273474e+03 -4.15467167 7.550000e-51
#> 189 FKBP4 5.170834e+00 -0.35191840 7.486068e-01
#> 190 FKBP5 2.166966e+03 7.18073623 9.550000e-88
#> 191 FMO5 4.890700e+03 0.59562625 3.934801e-02
#> 192 FN1 9.701776e-01 -0.83537567 6.711107e-01
#> 193 FOS 1.454373e+03 -1.84142364 1.760000e-08
#> 194 FOSL2 7.251582e+01 -0.75363820 2.568909e-01
#> 195 FOXA2 2.990350e+02 -3.03187833 3.560000e-09
#> 196 FOXRED2 2.364860e+03 0.14399843 6.559726e-01
#> 197 FTCD 3.344011e+01 -3.42323222 5.490000e-10
#> 198 G0S2 5.665192e+01 -2.66391245 6.330000e-08
#> 199 G6PC 3.990360e+01 0.67670306 3.642035e-01
#> 200 GADD45B 1.379781e+03 -2.34166459 8.130000e-09
#> 201 GAPDH 3.153896e+02 -0.49802137 4.623425e-01
#> 202 GAS2 1.991996e+03 -1.18007255 1.670000e-05
#> 203 GCAT 2.656793e+02 -0.60130937 2.558729e-01
#> 204 GCK 5.800422e+01 0.68169139 3.545670e-01
#> 205 GFM1 2.388224e-01 -1.86166480 NA
#> 206 GLB1 1.150415e+03 -0.11851893 8.542141e-01
#> 207 GLTP 2.059853e+02 1.71476882 9.470410e-04
#> 208 GLUD1 2.097147e+01 6.13096860 1.060000e-09
#> 209 GNB2L1 3.814977e+02 0.43076073 5.609759e-01
#> 210 GPAT3 2.330960e+00 3.01563153 5.034431e-02
#> 211 GPD1 2.319716e+01 -3.69398521 1.410000e-08
#> 212 GPI 8.516346e+02 -0.10738329 8.442927e-01
#> 213 GPR39 3.051933e+01 3.46579414 2.230000e-07
#> 214 GPT2L 5.645350e+02 6.36175152 3.580000e-20
#> 215 GPX3 1.780017e+03 -1.11931944 2.912179e-03
#> 216 GPX4 9.169234e+00 -1.69885861 5.564108e-02
#> 217 GRHPR 1.726632e+03 0.87545469 8.334721e-03
#> 218 GRINA 6.050520e+02 0.37154275 4.643237e-01
#> 219 GYS2 1.230506e+03 0.39423959 2.607999e-01
#> 220 HABP2 6.548263e+03 0.32326710 5.441765e-01
#> 221 HADH 7.666760e+04 -1.76636915 8.346956e-02
#> 222 HAMP 1.830141e+04 -0.81373952 3.439909e-02
#> 223 HBB2 2.554214e+03 0.84979823 9.396962e-03
#> 224 HCLS1 1.293853e+03 -0.77425267 3.349163e-02
#> 225 HEPH 3.291400e+00 -2.94023581 9.189686e-02
#> 226 HEXIM 2.114053e+02 -3.52860135 2.930000e-08
#> 227 HGFAC 3.786639e+02 -1.58444652 8.630000e-09
#> 228 HGSNAT 2.481734e+03 1.92715659 1.690000e-09
#> 229 HIF1A 2.521872e+02 -0.89848572 5.684864e-03
#> 230 HIGD1A 1.329213e+03 0.61888053 9.021156e-02
#> 231 HINT1 2.732259e-01 -1.45443749 NA
#> 232 HIS3.3A 4.307456e+03 0.96458430 8.677063e-03
#> 233 HLA-DRA 1.765697e+03 -0.47031862 2.965794e-01
#> 234 HLF 7.909578e+01 0.91615554 3.011659e-01
#> 235 HMGB1P1 3.835960e+02 -0.80331548 4.721776e-03
#> 236 HMGB2 1.033080e+03 2.69739450 1.120000e-10
#> 237 HMGCR 4.318087e+02 0.75809801 1.552890e-01
#> 238 HMGCS1 6.079791e+03 -0.36030327 3.237792e-02
#> 239 HMOX 2.505872e+03 2.69015732 3.140000e-19
#> 240 HOPX 9.149604e+02 0.59095136 1.917902e-01
#> 241 HPX 1.520672e+02 1.74598374 3.747142e-03
#> 242 HS3ST3B1 2.093052e-01 0.90027936 NA
#> 243 HSC70 4.061154e+03 4.69773859 1.750000e-28
#> 244 HSD17B7 6.836121e+02 -0.46122283 2.773564e-01
#> 245 HSP30 2.947237e+02 1.97736647 2.357529e-03
#> 246 HSP90AA1 1.803468e+02 -0.85630265 2.996817e-03
#> 247 HSP90AB1 1.501895e+01 2.48837365 2.458140e-03
#> 248 HSP90B1 2.388030e+03 -1.41252176 2.030000e-06
#> 249 HSPA5 2.843536e+00 -2.48409526 2.913560e-02
#> 250 HSPG2 1.835222e+02 0.21665392 5.527557e-01
#> 251 ID1 9.997937e+00 1.33477018 2.197164e-01
#> 252 IDH2 4.917385e+03 -1.70983433 9.780000e-07
#> 253 IDI1 8.504115e-01 0.70996964 7.259483e-01
#> 254 IDO2 2.524994e+02 2.08370709 6.040000e-12
#> 255 IER2 8.210389e+00 -6.13604521 3.290000e-06
#> 256 IGFBP1 7.830377e+01 -0.25967086 6.375757e-01
#> 257 IGFBP5 3.529821e+03 1.56597638 1.640000e-10
#> 258 IL1R1 8.850354e+01 2.94150347 2.120000e-12
#> 259 IL6R 6.519366e+02 -0.35891476 1.937633e-01
#> 260 INSIG1 3.719428e+02 -1.30840440 8.514780e-04
#> 261 INTS14 1.517504e+03 -0.79841302 3.695889e-02
#> 262 IRF2BP2B 5.301909e+00 0.95174099 3.172935e-01
#> 263 IRF3 1.862350e+03 -0.57453958 1.644256e-01
#> 264 IRF8 1.059439e+03 0.65547378 8.091962e-02
#> 265 ITIH2 9.422687e+02 -1.71750861 8.610000e-09
#> 266 ITIH3 5.264286e+01 3.54208837 6.926458e-03
#> 267 JUNB 7.404068e+00 -1.79642982 6.054491e-02
#> 268 JUND 1.080569e+03 -1.03317489 1.168270e-03
#> 269 KANSL3 4.210031e+02 0.03853729 9.449360e-01
#> 270 KHDRBS1 1.724846e+02 3.38580290 2.110000e-31
#> 271 KLF12 3.648604e+02 1.39721480 2.554880e-04
#> 272 KLF2 1.461961e+03 -0.99518426 1.817600e-04
#> 273 KLF6 9.404451e+02 -2.29502788 1.210000e-33
#> 274 KLHL30 1.178448e+03 0.17938914 6.325120e-01
#> 275 KRAS 1.612866e+03 -2.20140920 3.980000e-15
#> 276 KRT18 9.846007e+02 -0.60755884 4.553458e-02
#> 277 L2HGDH 6.753011e+03 1.33495685 5.025720e-04
#> 278 LECT2 2.311264e+01 0.01487066 9.871924e-01
#> 279 LEG1 7.445978e-01 0.05241200 9.861317e-01
#> 280 LIPC 6.163517e+02 1.22429605 1.343624e-03
#> 281 LITAF 2.110022e+03 -1.73737454 6.020000e-10
#> 282 LPA 3.004707e+01 0.13245070 8.825431e-01
#> 283 LRG1 5.108394e+02 7.60488350 1.190000e-49
#> 284 LRR1 9.229139e+02 0.05419928 8.765227e-01
#> 285 LRRC58 1.197649e+03 -1.02343137 1.020000e-05
#> 286 MAPK6 6.148443e+02 1.50842193 5.010000e-07
#> 287 MB 1.170385e+03 2.58210101 5.550000e-14
#> 288 MCL1 6.822671e+02 -1.23292027 4.982565e-03
#> 289 MCRIP2 3.686037e+02 -1.50645045 3.120000e-06
#> 290 MDH 1.294087e+03 0.59522060 2.457858e-01
#> 291 MDH1 1.516749e+01 -4.01104018 1.460000e-05
#> 292 METTL7A 2.669018e+02 -2.10011596 1.290000e-17
#> 293 MFSD2AB 4.827533e-02 0.72077992 NA
#> 294 MGAM 9.527756e+02 6.67954125 4.760000e-76
#> 295 MGST1 7.571011e+02 0.35212447 1.574313e-01
#> 296 MIB2 1.822896e+03 -2.51856689 3.470000e-21
#> 297 MID1IP1L 1.880363e+01 -3.01626810 3.620000e-05
#> 298 MIOX 7.542889e+02 2.04548480 3.360000e-07
#> 299 MKNK2 1.995350e+02 2.29251490 4.070000e-10
#> 300 MMADHC 3.242690e+00 0.67923450 7.025940e-01
#> 301 MMP13 6.877200e+02 0.66250009 1.965077e-01
#> 302 MOB2 3.983650e+03 -0.28789038 4.866034e-01
#> 303 MR1 2.551889e+03 -2.74472469 2.540000e-11
#> 304 MSMO1 5.194110e+03 -0.42005661 8.457486e-01
#> 305 MTAP 2.019178e+03 -1.50841925 1.474780e-04
#> 306 MT-ATP6 1.337526e+03 0.97132607 6.237035e-02
#> 307 MT-CO1 1.207571e+03 -1.34033065 1.360000e-09
#> 308 MT-CO3 1.175381e+03 0.88391718 7.038349e-02
#> 309 MTG1 2.289618e+03 1.06213633 4.426294e-03
#> 310 MT-ND1 1.198669e+03 -0.79478951 2.364144e-02
#> 311 MT-ND2 2.727155e+00 -0.67790629 6.418050e-01
#> 312 MT-ND4 2.835563e+03 1.11108200 4.070000e-07
#> 313 MT-ND6 3.647473e+03 0.89151971 3.695889e-02
#> 314 MUG2 1.112023e+03 -1.25047273 2.172600e-04
#> 315 MYCL1B 1.579379e+03 0.35870634 2.240153e-01
#> 316 MYL6 4.750025e+02 1.48043465 7.160000e-05
#> 317 NET1 6.572532e+03 -3.43818328 4.530000e-19
#> 318 NFE2L2 3.648343e+02 1.85737637 3.740000e-05
#> 319 NFIL3 5.538316e+02 0.50690454 1.712639e-01
#> 320 NLRC3 1.046213e+03 1.40913707 1.010000e-06
#> 321 NOCT 1.641779e+02 -1.10317322 3.470000e-06
#> 322 NOP2 1.362615e+03 1.13211799 1.864022e-02
#> 323 NPR2 1.573484e+02 3.63028916 3.790000e-12
#> 324 NQO1 5.004507e-01 0.96103741 6.364898e-01
#> 325 NR0B2 1.487140e+01 -0.43602101 7.024512e-01
#> 326 NR1D2 1.924973e+02 -7.61625263 1.470000e-22
#> 327 NUDT7 1.834188e+03 1.32445383 5.508041e-03
#> 328 NUPR1 2.594746e+03 0.53699393 1.096337e-01
#> 329 NUPR2 8.487620e+02 3.44894561 1.970000e-18
#> 330 P33MONOX 5.226141e+02 0.03366945 9.449360e-01
#> 331 PABPN1-B 2.803786e+03 1.53289814 3.200000e-05
#> 332 PAIP2B 1.173095e+01 3.39833342 1.990012e-03
#> 333 PARK7 4.038506e+03 2.20914400 2.930000e-12
#> 334 PBLD1 1.455680e+03 0.83805657 7.241640e-04
#> 335 PCK1 6.596059e+00 4.12301430 3.524880e-04
#> 336 PCK2 1.128276e+03 3.16300651 5.060000e-32
#> 337 PCYT1B 4.541358e+03 -1.07750853 7.910000e-07
#> 338 PDIA3 1.063648e+03 -1.45180829 3.824300e-04
#> 339 PDIA6 1.175492e+03 -0.37943475 3.443996e-01
#> 340 PDK1 1.805457e+03 1.40993666 8.900000e-05
#> 341 PDK2 7.788505e+00 -2.52106505 7.394662e-02
#> 342 PDLIM2 5.099783e+02 -0.14168180 8.044642e-01
#> 343 PEX3 1.195622e+04 -0.90477644 1.212033e-02
#> 344 PIM3 1.676674e+00 -3.17573549 2.820353e-02
#> 345 PISD 4.014372e+02 0.43743988 1.159267e-01
#> 346 PLA1A 5.052488e+03 -3.87642826 7.150000e-39
#> 347 PLAUR 4.827533e-02 0.72077992 NA
#> 348 PLG 1.457044e+03 0.45728990 1.961372e-01
#> 349 PLIN2 6.566524e+01 -0.43773518 6.194181e-01
#> 350 PLPP1 6.616915e-01 -1.22916419 5.387111e-01
#> 351 PLSCR1 9.321233e+02 1.03171358 6.504060e-04
#> 352 PMP22 1.895769e+03 1.03431373 1.493610e-04
#> 353 PNO1 1.663339e+00 -0.02061299 9.960686e-01
#> 354 PNP 1.301210e+03 5.28909535 8.460000e-21
#> 355 PNPLA2 2.568238e+03 4.73055237 6.510000e-50
#> 356 PNRC2 2.174064e+01 0.67447097 1.915674e-01
#> 357 PPARA 1.203894e+03 3.20615616 2.870000e-11
#> 358 PPDPFA 1.016962e+03 -0.48494340 1.648922e-01
#> 359 PPDPFB 1.025763e+01 -0.88139661 2.738201e-01
#> 360 PPM1K 3.205801e+01 0.75381052 9.839813e-02
#> 361 PPP1CB 1.361250e+03 1.95899438 1.780000e-08
#> 362 PPP1CC-A 6.102982e+02 -0.58469787 8.803009e-02
#> 363 PPP1R3B 3.245241e-01 -1.28690533 NA
#> 364 PPP1R3CB 5.340066e+02 1.90399610 7.480000e-08
#> 365 PPTC7 5.920992e+01 -0.68567177 3.967981e-02
#> 366 PQLC2 3.229935e+00 -1.90327683 1.008183e-01
#> 367 PRELID3B 7.530279e+00 -5.10669744 3.370000e-07
#> 368 PROC 1.687636e-01 0.19747444 NA
#> 369 PRODH 3.018861e-01 -1.02980667 NA
#> 370 PRODH2 5.607912e+01 -0.36134152 5.072693e-01
#> 371 PROM1A 8.404404e-02 -1.25687444 NA
#> 372 PSBP1 1.508979e+00 0.98846934 6.096392e-01
#> 373 PSBP2 7.609581e+04 -1.58609390 9.818510e-04
#> 374 PSMC2 4.895600e+01 0.48711797 7.740479e-01
#> 375 PSPH 1.479571e+03 -2.12488520 1.800000e-07
#> 376 PTP4A2 6.055971e+02 3.14222489 3.110000e-17
#> 377 PURA 1.625839e+00 1.13958551 5.119656e-01
#> 378 PZP 2.413981e-01 -1.81160595 NA
#> 379 QSOX1 5.000501e+02 3.33302267 9.010000e-19
#> 380 RASD2 3.390178e+02 2.15070310 4.090000e-08
#> 381 RBMX 8.698564e+01 -3.19445431 1.220000e-08
#> 382 RBP2 5.572097e+03 -1.95877846 2.940000e-06
#> 383 RBP4A 7.099688e+02 1.07901829 2.826700e-04
#> 384 RCL1 4.667398e+01 -0.28501349 6.303877e-01
#> 385 RDH13 1.131501e+03 -1.02095875 1.408435e-02
#> 386 RDH7 1.538948e+00 -2.76371368 9.509910e-02
#> 387 RHBG-A 1.041354e+00 -0.69303528 7.287140e-01
#> 388 RHOAD 8.536020e+02 0.91567733 2.047149e-03
#> 389 RHOB 5.874213e+00 6.44121134 2.090000e-05
#> 390 RHOU 2.055592e+00 -3.96309389 1.580976e-02
#> 391 RNASEL3 2.125757e+03 -0.32170091 4.165096e-01
#> 392 RND3 5.306146e+00 3.14941878 1.902052e-03
#> 393 RNF223 3.153741e+01 0.11071887 8.808180e-01
#> 394 RNF224 1.499594e+03 0.47634400 2.254490e-01
#> 395 RPL3 8.440999e+02 2.19834935 5.425399e-02
#> 396 RPL5 2.635679e+02 -0.28324247 4.374820e-01
#> 397 RPL7 5.450636e+03 -0.77780177 4.467556e-02
#> 398 RPS18 3.777464e+02 -0.79055056 9.352577e-03
#> 399 RPS27 1.254071e+03 0.45197640 6.666414e-02
#> 400 RPS27A 3.770771e+01 -1.23917867 1.978344e-01
#> 401 RPS3A 2.713763e+03 0.93686688 4.010484e-02
#> 402 RRBP1 2.623499e+03 1.73161154 4.000000e-07
#> 403 RTN1-A 2.555249e+03 -2.04067141 1.220000e-11
#> 404 RXRBA 4.184030e+03 1.36909621 7.570000e-05
#> 405 RXRGB 9.853029e+02 1.79180684 3.250000e-05
#> 406 SAFB2 3.220747e+03 -2.16625026 2.990000e-09
#> 407 SAT1 3.118481e+03 -0.14712186 6.440821e-01
#> 408 SC5D 2.535510e+02 2.13774506 5.380000e-14
#> 409 SCUBE2 1.332993e+02 1.43619449 1.040000e-05
#> 410 SEC23A 8.781621e+02 2.84693572 1.640000e-13
#> 411 SEPP1A 4.784768e+03 -0.68079759 4.464841e-03
#> 412 SEPP1B 1.322632e+02 -2.64810957 1.510000e-10
#> 413 SERP1 2.177123e+03 0.10790761 7.387832e-01
#> 414 SERPINA3-3 2.122813e+03 -1.43804307 8.560000e-05
#> 415 SERPINA3-8 5.853258e+02 2.98309292 3.490000e-14
#> 416 SERPINA7 2.379658e+03 -1.36945227 4.870000e-06
#> 417 SERPIND1 3.899743e-01 -0.08332069 NA
#> 418 SERPINF1 7.761498e+02 9.20744518 2.660000e-41
#> 419 SERPINF2 6.342490e+02 -0.30449648 3.326929e-01
#> 420 SERPING1 3.570455e+02 1.92635780 1.649826e-03
#> 421 SERPINH1 6.267324e+02 -1.45485132 3.460000e-10
#> 422 SESN1 2.111691e+03 -2.06582023 6.510000e-09
#> 423 SFMBT1 2.606734e+01 4.49780337 1.310000e-09
#> 424 SFPQ 8.676370e+01 3.95725181 4.540000e-21
#> 425 SGK1 2.258960e+03 1.37218381 3.888214e-03
#> 426 SHBG 1.847202e+03 -0.09294233 8.056375e-01
#> 427 SHC2 7.215925e+02 0.77811260 3.284818e-02
#> 428 SLC10A3 4.608540e+03 0.54548656 1.941433e-01
#> 429 SLC13A5 2.715362e+03 -1.24078625 4.740000e-05
#> 430 SLC16A1 1.049581e+04 2.47174160 8.920000e-08
#> 431 SLC20A1B 5.962644e+01 -0.62169103 3.925950e-01
#> 432 SLC22A13 1.482085e+03 0.87343259 1.740270e-01
#> 433 SLC22A2 1.257560e+03 -3.66525783 5.680000e-15
#> 434 SLC25A25A 1.562990e+04 -0.27500306 6.649649e-01
#> 435 SLC25A42 7.317664e-01 -1.40472806 4.691047e-01
#> 436 SLC27A1 5.389393e+01 -0.17807121 8.509424e-01
#> 437 SLC27A2 1.016819e+04 2.19779015 3.540000e-05
#> 438 SLC27A6 3.376863e+03 -0.78396133 4.301078e-03
#> 439 SLC2A12 2.934057e+02 2.83619627 3.250000e-14
#> 440 SLC37A4 3.988836e+01 -2.10488444 3.489920e-04
#> 441 SLC3A2 6.268994e-01 -2.91218652 1.093620e-01
#> 442 SLC51B 1.459449e+03 -1.48391660 1.020000e-05
#> 443 SLC5A7 8.260818e+02 -1.15703927 1.600000e-05
#> 444 SOAT1 3.483102e+01 2.89529510 1.757610e-04
#> 445 SOCS3 9.700271e+02 0.39261824 1.134648e-01
#> 446 SPP2 1.896061e+03 1.51813404 6.783695e-03
#> 447 SPRY4 1.494685e+03 0.73032213 1.717384e-02
#> 448 SPSB4 4.633733e+03 0.94677982 1.280609e-02
#> 449 SQSTM1 1.337011e+03 -1.11598450 2.089160e-04
#> 450 SRSF10 2.256023e+03 0.61259705 2.473273e-02
#> 451 SRSF1B 6.894803e+02 -0.32533794 3.222815e-01
#> 452 SRSF3 3.843084e+02 5.43052442 2.600000e-23
#> 453 SRSF5 8.702907e+03 -1.63759337 7.980000e-12
#> 454 SSBP3 3.129154e+03 0.45394847 2.245768e-01
#> 455 SSR1 1.729181e+01 -3.73482127 8.790000e-06
#> 456 ST3GAL4 3.290222e+02 3.65668189 2.240000e-16
#> 457 STAT1 1.847216e+03 -0.57545345 7.939528e-02
#> 458 STBD1 7.469717e+02 2.45240861 8.930000e-11
#> 459 STIP1 2.408696e+03 1.11865350 1.986500e-04
#> 460 STYK1 3.114780e+03 0.95797208 1.697955e-03
#> 461 SUSD2 1.358221e+02 2.35875063 6.410000e-13
#> 462 SVEP1 3.756143e+03 -0.09831268 8.864169e-01
#> 463 SYP 1.084181e+03 -1.41413304 3.080000e-07
#> 464 TAT 4.480533e+02 0.26006076 6.195497e-01
#> 465 TCF21 2.032505e+00 -2.40871846 1.053998e-01
#> 466 TCIM 3.210530e+02 4.78989962 9.310000e-28
#> 467 TCP11L2 4.631868e+03 1.42577858 4.320000e-06
#> 468 TDH 1.634675e+03 -0.47929174 1.037856e-01
#> 469 TF 1.678438e+03 -2.75865510 5.400000e-23
#> 470 TF1 6.819453e+02 2.46285125 2.150000e-22
#> 471 TIMM17A 1.067837e+03 0.15046074 6.837985e-01
#> 472 TLR5 1.506978e+02 -0.04879962 9.079795e-01
#> 473 TM6SF2 6.118522e+02 2.92944062 8.880000e-13
#> 474 TMEM47 1.433476e+03 -0.35641939 2.555956e-01
#> 475 TNFSF11 1.565825e+03 2.32554919 6.910000e-11
#> 476 TNK2 3.448145e+03 -0.51520738 6.656853e-02
#> 477 TOB1 5.132645e+01 -2.50502705 3.500000e-05
#> 478 TOMM40 5.756285e+03 1.40561031 8.690000e-06
#> 479 TOR3A 2.722122e+03 -0.27160278 4.085292e-01
#> 480 TP53INP2 2.774346e+03 -3.32537884 5.330000e-21
#> 481 TPD52L1 1.819815e+03 1.57784326 2.340000e-06
#> 482 TPM4 1.350436e+03 -1.51048855 3.600000e-06
#> 483 TPST1 1.115037e+03 0.20125506 5.599324e-01
#> 484 TRIB1 7.386496e+00 -5.21757633 4.100000e-05
#> 485 TRIB3 1.104474e+03 8.13722696 1.010000e-53
#> 486 TRIM25 1.666905e+03 -0.31942402 4.526973e-01
#> 487 TRIM35 9.321641e-02 0.00000000 NA
#> 488 TSKU 2.446785e+04 2.24200642 3.530000e-07
#> 489 TSPAN9 2.833856e+02 -0.44680069 1.303288e-01
#> 490 TSPO 2.974854e+03 -2.21471879 5.550000e-22
#> 491 TSTA3 3.716663e+02 2.39319729 2.310000e-19
#> 492 TTF1 1.876828e+03 0.17217142 7.721978e-01
#> 493 TUBA 7.073433e-02 -1.19311635 NA
#> 494 TXNIP 3.365264e+02 -1.61715118 1.220000e-08
#> 495 UBE2A 1.482597e+03 1.17888956 1.670000e-05
#> 496 UBE2D2 4.973718e+02 0.31353196 4.440373e-01
#> 497 UCP2 7.781519e+02 8.38088959 1.080000e-52
#> 498 UFM1 3.957415e+01 -1.38856534 1.247877e-02
#> 499 UGP2 8.398805e+02 0.81765856 1.879830e-03
#> 500 UGT1A1 9.736158e+02 -0.03152223 9.551990e-01
#> 501 UGT3 1.274667e+03 -0.08796038 8.760610e-01
#> 502 UOX 3.309041e+02 -1.38060194 1.558707e-02
#> 503 UPP2 2.773778e+03 0.77373874 3.314193e-02
#> 504 UQCR11 1.484262e+03 -0.37855424 2.293359e-01
#> 505 UROC1 3.202190e+03 -1.07449990 7.064796e-03
#> 506 UROS 3.062138e+01 3.74152252 2.470000e-05
#> 507 USP18 1.226908e+00 -0.92826410 5.941881e-01
#> 508 V1G172254 1.286244e+03 -0.39839713 7.121198e-02
#> 509 VCP 2.207006e+00 -1.78502656 2.240263e-01
#> 510 VPS11 5.140605e-01 2.99596203 9.613900e-02
#> 511 VTN 2.836456e+02 2.41746275 9.560000e-08
#> 512 WDYHV1 7.120228e+02 2.26121672 2.810000e-08
#> 513 WFDC2 3.250206e-01 -0.61871320 NA
#> 514 WSB2 2.773810e+03 0.10542658 7.395884e-01
#> 515 XBP1 1.160435e+03 -1.05185368 5.376050e-04
#> 516 X-ELEMENT\\ORF2 1.372022e+03 1.05853617 2.669250e-04
#> 517 YME1L1 3.445774e+02 2.64169966 6.660000e-15
#> 518 YPEL3 2.791165e+02 2.45394288 3.700000e-13
#> 519 ZFAND5 1.309246e+03 2.15294657 2.030000e-11
#> 520 ZFP36 2.727044e+03 2.25930414 1.080000e-14
#> 521 ZFP36L1 3.903018e+03 -2.41034915 1.470000e-32
#> 522 ZGC:73324 3.860015e+03 1.30850606 2.659180e-04
#> 523 ZGC:77082 4.975393e-02 0.73261133 NA
#> 524 ZNF395 1.825976e+03 -0.38669527 2.080474e-01
#> 525 ZNFX1 3.368955e+03 -1.31092659 1.861990e-04