The correlation network's extraction
Usage
pNetCor(
dat_meta,
dat_gene,
cor_method = "pearson",
cor_threshold = 0.9,
p_threshold = 0.01
)Arguments
- dat_meta
the metabolite data, the row is the metabolite's KEGGID, and the column is the sample
- dat_gene
the gene expression data, the row is the gene symbol, and the column is the sample
- cor_method
specifies the type of correlations to compute. Spearman correlations are the Pearson linear correlations computed on the ranks of non-missing elements, using midranks for ties.
- cor_threshold
the cutoff of correlation coefficient
- p_threshold
the cutoff of correlation p value
Examples
res <- pNetCor(meta_dat, gene_dat)
#> [1] "Starting correlation calculation"
#> [1] "If the data is large, it will take some minutes"
res
#> $result
#> name1 name2 cor_result p type1 type2
#> 1 C15025 C02862 0.9090227 1.519895e-12 metabolite metabolite
#> 2 C05100 C00408 0.9938503 0.000000e+00 metabolite metabolite
#> 3 C00408 C00064 0.9938415 0.000000e+00 metabolite metabolite
#> 4 C18170 C06178 0.9034416 3.473666e-12 metabolite metabolite
#> 5 C06178 C00180 0.9097769 1.353806e-12 metabolite metabolite
#> 6 C06178 C05851 0.9091564 1.489031e-12 metabolite metabolite
#> 7 C06178 C00041 0.9192446 2.886580e-13 metabolite metabolite
#> 8 C06178 C00407 0.9222833 1.687539e-13 metabolite metabolite
#> 9 C06178 C00073 0.9436416 1.776357e-15 metabolite metabolite
#> 10 C06178 C00079 0.9359937 1.110223e-14 metabolite metabolite
#> 11 C06178 C00148 0.9036987 3.347544e-12 metabolite metabolite
#> 12 C06178 C00047 0.9980774 0.000000e+00 metabolite metabolite
#> 13 C02220 C01042 0.9745498 0.000000e+00 metabolite metabolite
#> 14 C00881 C00380 0.9543875 0.000000e+00 metabolite metabolite
#> 15 C02630 C00490 0.9519425 2.220446e-16 metabolite metabolite
#> 16 C00632 C00299 0.9843097 0.000000e+00 metabolite metabolite
#> 17 C03465 C00141 0.9194898 2.766676e-13 metabolite metabolite
#> 18 C05100 C00064 0.9999999 0.000000e+00 metabolite metabolite
#> 19 C05635 C00328 0.9997317 0.000000e+00 metabolite metabolite
#> 20 C00186 C00170 0.9288082 4.929390e-14 metabolite metabolite
#> 21 C00170 C00042 0.9251233 1.003642e-13 metabolite metabolite
#> 22 C16513 C03242 0.9016127 4.504841e-12 metabolite metabolite
#> 23 C18170 C00570 0.9014385 4.616751e-12 metabolite metabolite
#> 24 C18170 C00041 0.9042347 3.098188e-12 metabolite metabolite
#> 25 C18170 C00148 0.9999757 0.000000e+00 metabolite metabolite
#> 26 C00035 C00008 0.9224744 1.629807e-13 metabolite metabolite
#> 27 C00015 C00008 0.9109386 1.130429e-12 metabolite metabolite
#> 28 C06192 C05673 0.9231250 1.449951e-13 metabolite metabolite
#> 29 C06192 C00013 0.9119375 9.663381e-13 metabolite metabolite
#> 30 C06192 C00096 0.9519796 2.220446e-16 metabolite metabolite
#> 31 C06192 C05938 0.9467321 8.881784e-16 metabolite metabolite
#> 32 C06192 C00025 0.9472578 6.661338e-16 metabolite metabolite
#> 33 C06192 C01210 0.9054145 2.608580e-12 metabolite metabolite
#> 34 C06192 C00190 0.9570487 0.000000e+00 metabolite metabolite
#> 35 C06192 C00043 0.9423130 2.664535e-15 metabolite metabolite
#> 36 C02045 C00267 0.9521105 2.220446e-16 metabolite metabolite
#> 37 C00035 C00020 0.9309883 3.197442e-14 metabolite metabolite
#> 38 C00144 C00020 0.9173576 3.985701e-13 metabolite metabolite
#> 39 C00105 C00020 0.9481682 4.440892e-16 metabolite metabolite
#> 40 C00075 C00002 0.9575343 0.000000e+00 metabolite metabolite
#> 41 C08261 C02678 0.9438559 1.776357e-15 metabolite metabolite
#> 42 C05851 C00180 0.9991263 0.000000e+00 metabolite metabolite
#> 43 C00407 C00180 0.9268270 7.260859e-14 metabolite metabolite
#> 44 C00180 C00079 0.9543253 0.000000e+00 metabolite metabolite
#> 45 C00180 C00078 0.9015487 4.545697e-12 metabolite metabolite
#> 46 C00180 C00082 0.9968227 0.000000e+00 metabolite metabolite
#> 47 C00180 C00047 0.9147989 6.097345e-13 metabolite metabolite
#> 48 C00601 C00180 0.9911016 0.000000e+00 metabolite metabolite
#> 49 C05378 C00447 0.9158378 5.138112e-13 metabolite metabolite
#> 50 C00475 C00120 0.9808235 0.000000e+00 metabolite metabolite
#> 51 C02862 C02571 0.9012962 4.710010e-12 metabolite metabolite
#> 52 C00112 C00035 0.9076922 1.859624e-12 metabolite metabolite
#> 53 C00112 C00015 0.9317351 2.753353e-14 metabolite metabolite
#> 54 C00570 C00307 0.9655488 0.000000e+00 metabolite metabolite
#> 55 C05674 C00307 0.9457925 1.110223e-15 metabolite metabolite
#> 56 C00307 C00242 0.9340423 1.687539e-14 metabolite metabolite
#> 57 C05674 C00570 0.9133353 7.731593e-13 metabolite metabolite
#> 58 C00570 C00242 0.9296643 4.174439e-14 metabolite metabolite
#> 59 C00570 C00186 0.9059235 2.420508e-12 metabolite metabolite
#> 60 C00570 C00148 0.9005289 5.242917e-12 metabolite metabolite
#> 61 C00570 C00043 0.9305337 3.508305e-14 metabolite metabolite
#> 62 C00588 C00010 0.9083373 1.687095e-12 metabolite metabolite
#> 63 C00588 C00035 0.9052106 2.687850e-12 metabolite metabolite
#> 64 C01210 C00588 0.9084480 1.658895e-12 metabolite metabolite
#> 65 C13482 C00588 0.9256054 9.148238e-14 metabolite metabolite
#> 66 C00588 C00190 0.9238702 1.265654e-13 metabolite metabolite
#> 67 C00588 C00043 0.9210902 2.089440e-13 metabolite metabolite
#> 68 C00588 C00105 0.9032072 3.592238e-12 metabolite metabolite
#> 69 C13482 C00158 0.9152486 5.664358e-13 metabolite metabolite
#> 70 C00158 C00043 0.9153172 5.599965e-13 metabolite metabolite
#> 71 C05673 C00013 0.9149792 5.919709e-13 metabolite metabolite
#> 72 C05673 C00096 0.9052700 2.664535e-12 metabolite metabolite
#> 73 C05673 C00144 0.9074493 1.928679e-12 metabolite metabolite
#> 74 C05938 C05673 0.9115677 1.024292e-12 metabolite metabolite
#> 75 C05673 C00025 0.9110455 1.111555e-12 metabolite metabolite
#> 76 C05673 C00190 0.9008967 4.980905e-12 metabolite metabolite
#> 77 C05674 C00242 0.9425198 2.442491e-15 metabolite metabolite
#> 78 C00051 C00010 0.9408520 3.552714e-15 metabolite metabolite
#> 79 C05851 C00407 0.9270096 7.016610e-14 metabolite metabolite
#> 80 C05851 C00079 0.9554133 0.000000e+00 metabolite metabolite
#> 81 C05851 C00082 0.9963136 0.000000e+00 metabolite metabolite
#> 82 C05851 C00047 0.9134013 7.651657e-13 metabolite metabolite
#> 83 C05851 C00601 0.9919686 0.000000e+00 metabolite metabolite
#> 84 C00300 C00041 0.9337976 1.776357e-14 metabolite metabolite
#> 85 C05938 C00352 0.9290490 4.707346e-14 metabolite metabolite
#> 86 C00352 C00025 0.9291737 4.596323e-14 metabolite metabolite
#> 87 C00407 C00352 0.9022675 4.106937e-12 metabolite metabolite
#> 88 C00352 C00079 0.9061803 2.330358e-12 metabolite metabolite
#> 89 C00111 C00043 0.9117729 9.916512e-13 metabolite metabolite
#> 90 C00144 C00013 0.9236323 1.321165e-13 metabolite metabolite
#> 91 C05938 C00013 0.9066996 2.157385e-12 metabolite metabolite
#> 92 C00025 C00013 0.9069057 2.092326e-12 metabolite metabolite
#> 93 C00190 C00013 0.9155242 5.413447e-13 metabolite metabolite
#> 94 C00149 C00122 0.9960786 0.000000e+00 metabolite metabolite
#> 95 C00122 C00043 0.9148743 6.024070e-13 metabolite metabolite
#> 96 C05382 C00092 0.9086527 1.608047e-12 metabolite metabolite
#> 97 C00035 C00015 0.9683562 0.000000e+00 metabolite metabolite
#> 98 C00043 C00035 0.9092442 1.469269e-12 metabolite metabolite
#> 99 C05938 C00096 0.9112888 1.070255e-12 metabolite metabolite
#> 100 C00096 C00025 0.9118443 9.805490e-13 metabolite metabolite
#> 101 C00190 C00096 0.9505742 4.440892e-16 metabolite metabolite
#> 102 C00096 C00043 0.9574429 0.000000e+00 metabolite metabolite
#> 103 C01419 C00051 0.9698552 0.000000e+00 metabolite metabolite
#> 104 C01210 C00144 0.9259852 8.526513e-14 metabolite metabolite
#> 105 C00144 C00105 0.9568950 0.000000e+00 metabolite metabolite
#> 106 C00387 C00294 0.9619177 0.000000e+00 metabolite metabolite
#> 107 C05938 C00025 0.9999788 0.000000e+00 metabolite metabolite
#> 108 C05938 C00407 0.9130914 8.042456e-13 metabolite metabolite
#> 109 C05938 C00190 0.9212451 2.033929e-13 metabolite metabolite
#> 110 C05938 C00043 0.9135412 7.480683e-13 metabolite metabolite
#> 111 C05938 C00106 0.9171159 4.152234e-13 metabolite metabolite
#> 112 C00186 C00025 0.9003608 5.366818e-12 metabolite metabolite
#> 113 C00407 C00186 0.9429396 2.220446e-15 metabolite metabolite
#> 114 C00186 C00079 0.9328416 2.176037e-14 metabolite metabolite
#> 115 C00186 C00047 0.9010833 4.852563e-12 metabolite metabolite
#> 116 C00186 C00042 0.9302305 3.730349e-14 metabolite metabolite
#> 117 C00186 C00043 0.9203316 2.389200e-13 metabolite metabolite
#> 118 C00148 C00041 0.9046948 2.898126e-12 metabolite metabolite
#> 119 C00047 C00041 0.9149022 5.995204e-13 metabolite metabolite
#> 120 C00041 C00019 0.9036069 3.391953e-12 metabolite metabolite
#> 121 C02642 C00152 0.9999987 0.000000e+00 metabolite metabolite
#> 122 C00407 C00025 0.9135047 7.522871e-13 metabolite metabolite
#> 123 C00190 C00025 0.9214098 1.973977e-13 metabolite metabolite
#> 124 C00043 C00025 0.9143505 6.561418e-13 metabolite metabolite
#> 125 C00106 C00025 0.9171151 4.152234e-13 metabolite metabolite
#> 126 C02576 C00521 0.9176025 3.823608e-13 metabolite metabolite
#> 127 C01595 C00712 0.9310832 3.130829e-14 metabolite metabolite
#> 128 C00407 C00079 0.9825118 0.000000e+00 metabolite metabolite
#> 129 C00407 C00082 0.9268123 7.283063e-14 metabolite metabolite
#> 130 C00407 C00047 0.9328737 2.176037e-14 metabolite metabolite
#> 131 C00601 C00407 0.9276174 6.239453e-14 metabolite metabolite
#> 132 C00407 C00106 0.9334060 1.931788e-14 metabolite metabolite
#> 133 C00407 C00183 0.9033827 3.502976e-12 metabolite metabolite
#> 134 C00079 C00073 0.9223105 1.678657e-13 metabolite metabolite
#> 135 C00073 C00047 0.9440754 1.776357e-15 metabolite metabolite
#> 136 C00082 C00079 0.9524477 0.000000e+00 metabolite metabolite
#> 137 C00079 C00047 0.9427778 2.220446e-15 metabolite metabolite
#> 138 C00601 C00079 0.9486169 4.440892e-16 metabolite metabolite
#> 139 C00106 C00079 0.9310514 3.153033e-14 metabolite metabolite
#> 140 C00082 C00078 0.9056798 2.509104e-12 metabolite metabolite
#> 141 C13482 C00078 0.9020568 4.231282e-12 metabolite metabolite
#> 142 C00082 C00047 0.9055120 2.571721e-12 metabolite metabolite
#> 143 C00601 C00082 0.9902250 0.000000e+00 metabolite metabolite
#> 144 C00601 C00047 0.9006637 5.145440e-12 metabolite metabolite
#> 145 C00149 C00043 0.9068770 2.101208e-12 metabolite metabolite
#> 146 C01210 C00190 0.9323578 2.398082e-14 metabolite metabolite
#> 147 C01210 C00105 0.9244232 1.141309e-13 metabolite metabolite
#> 148 C08362 C00712 0.9202998 2.402523e-13 metabolite metabolite
#> 149 C00043 C00042 0.9111588 1.092015e-12 metabolite metabolite
#> 150 C00190 C00043 0.9645821 0.000000e+00 metabolite metabolite
#> 151 GNG11 AASS 0.9069613 4.155802e-10 gene gene
#> 152 CA12 ABAT 0.9051743 2.702283e-12 gene gene
#> 153 MAN2B2 ABAT 0.9236836 1.310063e-13 gene gene
#> 154 P4HTM ABAT 0.9157217 5.240253e-13 gene gene
#> 155 POLN ABAT 0.9380572 7.105427e-15 gene gene
#> 156 ABCC9 ABCA1 0.9069973 1.204681e-11 gene gene
#> 157 ACVRL1 ABCA1 0.9387218 5.995204e-15 gene gene
#> 158 AKT3 ABCA1 0.9031466 3.623546e-12 gene gene
#> 159 ALOX5AP ABCA1 0.9051278 3.732747e-11 gene gene
#> 160 CSF1R ABCA1 0.9476597 6.661338e-16 gene gene
#> 161 CYBB ABCA1 0.9263373 7.971401e-14 gene gene
#> 162 FLT1 ABCA1 0.9164850 4.614087e-13 gene gene
#> 163 GNG2 ABCA1 0.9181918 8.881784e-13 gene gene
#> 164 HSD17B11 ABCA1 0.9006204 2.837108e-11 gene gene
#> 165 MECOM ABCA1 0.9031094 3.642864e-12 gene gene
#> 166 PARP8 ABCA1 0.9042525 3.090195e-12 gene gene
#> 167 PDE1B ABCA1 0.9001281 5.543122e-12 gene gene
#> 168 PIK3CG ABCA1 0.9194362 7.223111e-13 gene gene
#> 169 PIK3R5 ABCA1 0.9018723 4.343192e-12 gene gene
#> 170 PRKG1 ABCA1 0.9162172 4.827250e-13 gene gene
#> 171 PTGER4 ABCA1 0.9010581 1.142064e-11 gene gene
#> 172 PTPRB ABCA1 0.9009843 4.920064e-12 gene gene
#> 173 PTPRC ABCA1 0.9106585 1.180833e-12 gene gene
#> 174 PTPRE ABCA1 0.9011743 4.791056e-12 gene gene
#> 175 SLC8A1 ABCA1 0.9172942 4.027889e-13 gene gene
#> 176 SLCO2B1 ABCA1 0.9202788 1.630474e-12 gene gene
#> 177 ST8SIA4 ABCA1 0.9018554 2.414469e-11 gene gene
#> 178 TIE1 ABCA1 0.9278050 6.017409e-14 gene gene
#> 179 ABCG2 ABCA8 0.9218643 8.675727e-12 gene gene
#> 180 ADRA2A ABCA8 0.9092633 5.244871e-11 gene gene
#> 181 AOX1 ABCA8 0.9069971 7.050116e-11 gene gene
#> 182 ASPA ABCA8 0.9279205 3.272049e-12 gene gene
#> 183 BMX ABCA8 0.9039339 2.478400e-10 gene gene
#> 184 CAV1 ABCA8 0.9140057 2.752465e-11 gene gene
#> 185 CYGB ABCA8 0.9018642 1.341083e-10 gene gene
#> 186 F10 ABCA8 0.9278297 9.084733e-12 gene gene
#> 187 INMT ABCA8 0.9019850 1.745957e-09 gene gene
#> 188 KL ABCA8 0.9143186 2.634426e-11 gene gene
#> 189 LYVE1 ABCA8 0.9048504 2.219840e-10 gene gene
#> 190 NPR1 ABCA8 0.9475742 6.794565e-14 gene gene
#> 191 PDE2A ABCA8 0.9521911 2.220446e-14 gene gene
#> 192 CAPN11 ABCB1 0.9006138 2.020935e-09 gene gene
#> 193 ACVRL1 ABCC9 0.9611130 0.000000e+00 gene gene
#> 194 ADRA2A ABCC9 0.9300653 2.269740e-12 gene gene
#> 195 AKT3 ABCC9 0.9396859 4.241052e-14 gene gene
#> 196 AOC3 ABCC9 0.9433207 1.865175e-14 gene gene
#> 197 CSGALNACT1 ABCC9 0.9029267 2.095546e-11 gene gene
#> 198 DCN ABCC9 0.9384082 1.645351e-13 gene gene
#> 199 F13A1 ABCC9 0.9016960 5.807355e-11 gene gene
#> 200 FLT1 ABCC9 0.9261876 5.973000e-13 gene gene
#> 201 FMOD ABCC9 0.9360520 9.148238e-14 gene gene
#> 202 GNG11 ABCC9 0.9499079 3.907985e-14 gene gene
#> 203 GNG2 ABCC9 0.9265940 1.505462e-12 gene gene
#> 204 HSD17B11 ABCC9 0.9148892 2.430989e-11 gene gene
#> 205 KCNJ8 ABCC9 0.9718499 0.000000e+00 gene gene
#> 206 MECOM ABCC9 0.9695464 0.000000e+00 gene gene
#> 207 PDE1A ABCC9 0.9599045 2.220446e-16 gene gene
#> 208 PDE1B ABCC9 0.9386318 5.329071e-14 gene gene
#> 209 PDE3A ABCC9 0.9023036 3.006924e-10 gene gene
#> 210 PLCL1 ABCC9 0.9246915 2.076561e-12 gene gene
#> 211 PRKG1 ABCC9 0.9612267 0.000000e+00 gene gene
#> 212 PTGER3 ABCC9 0.9107474 7.070344e-12 gene gene
#> 213 PTGER4 ABCC9 0.9288372 3.705924e-13 gene gene
#> 214 PTPRB ABCC9 0.9703811 0.000000e+00 gene gene
#> 215 S1PR1 ABCC9 0.9528181 1.776357e-15 gene gene
#> 216 SLCO2A1 ABCC9 0.9273902 4.820588e-13 gene gene
#> 217 SLCO2B1 ABCC9 0.9303692 7.744916e-13 gene gene
#> 218 SNRK ABCC9 0.9204206 1.592948e-12 gene gene
#> 219 TEK ABCC9 0.9596725 2.220446e-16 gene gene
#> 220 TIE1 ABCC9 0.9297276 3.144152e-13 gene gene
#> 221 ZDHHC2 ABCC9 0.9242450 2.236877e-12 gene gene
#> 222 HNMT ABCD4 0.9000484 5.604628e-12 gene gene
#> 223 KL ABCG2 0.9082262 2.468203e-11 gene gene
#> 224 MED16 ABHD17A 0.9227723 1.545430e-13 gene gene
#> 225 ADCY5 ACACB 0.9383784 6.439294e-15 gene gene
#> 226 ALG13 ACAD11 0.9070023 2.062350e-12 gene gene
#> 227 MAP3K5 ACAD11 0.9007595 5.077272e-12 gene gene
#> 228 ST6GALNAC1 ACOX2 0.9159414 5.718153e-09 gene gene
#> 229 FGR ACP5 0.9050438 3.774092e-11 gene gene
#> 230 FTL ACP5 0.9144444 4.084288e-12 gene gene
#> 231 PARP8 ACP5 0.9227956 1.073586e-12 gene gene
#> 232 PIK3R5 ACP5 0.9482771 5.551115e-15 gene gene
#> 233 PTPRC ACP5 0.9006820 2.814504e-11 gene gene
#> 234 SLC7A7 ACP5 0.9114879 6.346479e-12 gene gene
#> 235 ST8SIA4 ACP5 0.9221645 1.193712e-12 gene gene
#> 236 ZDHHC2 ACP5 0.9000366 3.059619e-11 gene gene
#> 237 PLIN1 ACSM5 0.9291971 2.635447e-12 gene gene
#> 238 RDH5 ACSM5 0.9049243 3.833622e-11 gene gene
#> 239 ADRA2A ACVRL1 0.9437366 5.240253e-14 gene gene
#> 240 AKT3 ACVRL1 0.9512478 2.220446e-16 gene gene
#> 241 AOC3 ACVRL1 0.9274019 6.505907e-14 gene gene
#> 242 CSF1R ACVRL1 0.9433529 1.998401e-15 gene gene
#> 243 CYBB ACVRL1 0.9005322 5.240475e-12 gene gene
#> 244 CYGB ACVRL1 0.9056173 2.532197e-12 gene gene
#> 245 CYSLTR1 ACVRL1 0.9139998 1.741274e-12 gene gene
#> 246 DCN ACVRL1 0.9641382 0.000000e+00 gene gene
#> 247 F13A1 ACVRL1 0.9005553 1.222156e-11 gene gene
#> 248 FLT1 ACVRL1 0.9413493 3.108624e-15 gene gene
#> 249 FMOD ACVRL1 0.9188063 3.113065e-13 gene gene
#> 250 GANC ACVRL1 0.9302264 3.730349e-14 gene gene
#> 251 GNG11 ACVRL1 0.9702326 0.000000e+00 gene gene
#> 252 GNG2 ACVRL1 0.9548637 2.220446e-16 gene gene
#> 253 HSD17B11 ACVRL1 0.9510524 2.664535e-15 gene gene
#> 254 KCNJ8 ACVRL1 0.9286023 5.151435e-14 gene gene
#> 255 LRRK2 ACVRL1 0.9413091 3.108624e-15 gene gene
#> 256 MAN1C1 ACVRL1 0.9229245 1.503242e-13 gene gene
#> 257 MAP3K12 ACVRL1 0.9110539 1.110223e-12 gene gene
#> 258 MECOM ACVRL1 0.9491853 4.440892e-16 gene gene
#> 259 PARP8 ACVRL1 0.9365100 9.769963e-15 gene gene
#> 260 PDE1A ACVRL1 0.9302032 1.036948e-13 gene gene
#> 261 PDE1B ACVRL1 0.9056701 2.512657e-12 gene gene
#> 262 PDE3A ACVRL1 0.9142998 6.651191e-11 gene gene
#> 263 PDE7B ACVRL1 0.9040579 3.178346e-12 gene gene
#> 264 PDGFRB ACVRL1 0.9329190 2.131628e-14 gene gene
#> 265 PIK3CG ACVRL1 0.9124458 2.215783e-12 gene gene
#> 266 PIK3R5 ACVRL1 0.9070626 2.043699e-12 gene gene
#> 267 PLCL1 ACVRL1 0.9225041 4.276579e-13 gene gene
#> 268 PRKG1 ACVRL1 0.9513762 2.220446e-16 gene gene
#> 269 PTGER4 ACVRL1 0.9433506 6.217249e-15 gene gene
#> 270 PTPRB ACVRL1 0.9684628 0.000000e+00 gene gene
#> 271 PTPRC ACVRL1 0.9081998 1.722622e-12 gene gene
#> 272 PTPRE ACVRL1 0.9067297 2.147837e-12 gene gene
#> 273 RPS6KA2 ACVRL1 0.9286197 5.129230e-14 gene gene
#> 274 S1PR1 ACVRL1 0.9702329 0.000000e+00 gene gene
#> 275 SEPSECS ACVRL1 0.9056853 2.506884e-12 gene gene
#> 276 SLC8A1 ACVRL1 0.9085601 1.630918e-12 gene gene
#> 277 SLCO2A1 ACVRL1 0.9414967 3.108624e-15 gene gene
#> 278 SLCO2B1 ACVRL1 0.9263054 5.850875e-13 gene gene
#> 279 SNRK ACVRL1 0.9070915 2.035039e-12 gene gene
#> 280 TEK ACVRL1 0.9536665 0.000000e+00 gene gene
#> 281 TIE1 ACVRL1 0.9401880 4.218847e-15 gene gene
#> 282 TPST2 ACVRL1 0.9176207 3.812506e-13 gene gene
#> 283 ZDHHC2 ACVRL1 0.9386607 5.284662e-14 gene gene
#> 284 GLT8D2 ADCY4 0.9054133 2.609024e-12 gene gene
#> 285 IRAK3 ADCY4 0.9123228 9.090506e-13 gene gene
#> 286 MSRB3 ADCY4 0.9131182 1.997513e-12 gene gene
#> 287 NUAK1 ADCY4 0.9020147 4.256595e-12 gene gene
#> 288 PDGFRB ADCY4 0.9128273 8.388845e-13 gene gene
#> 289 PLPP1 ADCY4 0.9268816 7.194245e-14 gene gene
#> 290 PTPRM ADCY4 0.9095315 1.405986e-12 gene gene
#> 291 SLCO3A1 ADCY4 0.9014201 1.087441e-11 gene gene
#> 292 VAMP2 ADCY5 0.9070288 2.054135e-12 gene gene
#> 293 AQP7 ADH1B 0.9036359 1.993236e-08 gene gene
#> 294 CIDEA ADH1B 0.9189969 2.762453e-08 gene gene
#> 295 CIDEC ADH1B 0.9265238 4.530986e-09 gene gene
#> 296 FABP4 ADH1B 0.9398140 8.768786e-11 gene gene
#> 297 GPD1 ADH1B 0.9338957 2.185132e-10 gene gene
#> 298 LIPE ADH1B 0.9228264 9.808105e-10 gene gene
#> 299 PDK4 ADH1B 0.9164149 2.120295e-09 gene gene
#> 300 PLIN1 ADH1B 0.9202684 1.344328e-09 gene gene
#> 301 CAV1 ADH1C 0.9253569 2.630247e-10 gene gene
#> 302 KL ADH1C 0.9118872 3.524944e-09 gene gene
#> 303 GLIPR1 ADPRH 0.9106095 1.189937e-12 gene gene
#> 304 ALDH1A1 ADRA2A 0.9027164 5.100897e-11 gene gene
#> 305 AOC3 ADRA2A 0.9529137 5.329071e-15 gene gene
#> 306 CD36 ADRA2A 0.9219060 3.276712e-12 gene gene
#> 307 CYGB ADRA2A 0.9298346 8.526513e-13 gene gene
#> 308 DCN ADRA2A 0.9510561 8.881784e-15 gene gene
#> 309 F10 ADRA2A 0.9057678 8.251266e-11 gene gene
#> 310 F13A1 ADRA2A 0.9022535 5.410961e-11 gene gene
#> 311 FMOD ADRA2A 0.9256321 1.773248e-12 gene gene
#> 312 GALNT15 ADRA2A 0.9277931 1.223688e-12 gene gene
#> 313 GNG11 ADRA2A 0.9558340 2.442491e-15 gene gene
#> 314 GNG2 ADRA2A 0.9034612 4.635936e-11 gene gene
#> 315 HSD17B11 ADRA2A 0.9084644 2.389466e-11 gene gene
#> 316 KCNJ8 ADRA2A 0.9090150 2.216316e-11 gene gene
#> 317 KL ADRA2A 0.9121756 1.425526e-11 gene gene
#> 318 MECOM ADRA2A 0.9323208 5.413447e-13 gene gene
#> 319 NPR1 ADRA2A 0.9385758 1.589839e-13 gene gene
#> 320 PDE1A ADRA2A 0.9665477 2.220446e-16 gene gene
#> 321 PDE2A ADRA2A 0.9310348 6.861178e-13 gene gene
#> 322 PDK4 ADRA2A 0.9309463 6.972201e-13 gene gene
#> 323 PLCL1 ADRA2A 0.9214960 3.499423e-12 gene gene
#> 324 PLPP7 ADRA2A 0.9060051 3.324985e-11 gene gene
#> 325 PNPT1 ADRA2A -0.9263641 1.565859e-12 gene gene
#> 326 PRKG1 ADRA2A 0.9100341 1.925748e-11 gene gene
#> 327 PTGER3 ADRA2A 0.9515055 7.993606e-15 gene gene
#> 328 PTGER4 ADRA2A 0.9059607 3.344613e-11 gene gene
#> 329 PTPRB ADRA2A 0.9591008 8.881784e-16 gene gene
#> 330 S1PR1 ADRA2A 0.9674976 0.000000e+00 gene gene
#> 331 TEK ADRA2A 0.9658895 0.000000e+00 gene gene
#> 332 PIGU AHCY 0.9372779 8.437695e-15 gene gene
#> 333 AXL AHR 0.9120779 9.450218e-13 gene gene
#> 334 NDUFC1 AHR -0.9172226 4.076739e-13 gene gene
#> 335 SLC8A1 AHR 0.9130905 8.042456e-13 gene gene
#> 336 SLCO3A1 AHR 0.9175686 9.841017e-13 gene gene
#> 337 AKR1C2 AKR1C1 0.9508092 2.220446e-16 gene gene
#> 338 AKR7L AKR7A3 0.9228816 1.514344e-13 gene gene
#> 339 AOC3 AKT3 0.9077434 1.845413e-12 gene gene
#> 340 ATXN3 AKT3 0.9315078 2.886580e-14 gene gene
#> 341 CSF1R AKT3 0.9096752 1.375122e-12 gene gene
#> 342 DCN AKT3 0.9043763 1.725464e-11 gene gene
#> 343 FLT1 AKT3 0.9413023 3.108624e-15 gene gene
#> 344 FMOD AKT3 0.9125147 8.815171e-13 gene gene
#> 345 GNG11 AKT3 0.9261476 1.624700e-12 gene gene
#> 346 GNG2 AKT3 0.9095591 3.426592e-12 gene gene
#> 347 KCNJ8 AKT3 0.9377674 7.549517e-15 gene gene
#> 348 MECOM AKT3 0.9406375 3.774758e-15 gene gene
#> 349 PARP8 AKT3 0.9036272 3.382183e-12 gene gene
#> 350 PRKG1 AKT3 0.9466214 8.881784e-16 gene gene
#> 351 PTPRB AKT3 0.9355282 1.221245e-14 gene gene
#> 352 RPS6KA2 AKT3 0.9069602 2.075229e-12 gene gene
#> 353 S1PR1 AKT3 0.9266970 7.460699e-14 gene gene
#> 354 SLCO2A1 AKT3 0.9055673 2.550848e-12 gene gene
#> 355 SNRK AKT3 0.9077600 1.840750e-12 gene gene
#> 356 TEK AKT3 0.9307126 3.375078e-14 gene gene
#> 357 TIE1 AKT3 0.9133970 7.656098e-13 gene gene
#> 358 ZDHHC2 AKT3 0.9449389 1.287859e-14 gene gene
#> 359 AOC3 ALDH1A1 0.9234954 1.354472e-13 gene gene
#> 360 HNMT ALDH1A1 0.9151422 5.764278e-13 gene gene
#> 361 MECOM ALDH1A1 0.9033025 3.543388e-12 gene gene
#> 362 PDE1A ALDH1A1 0.9213749 5.200285e-13 gene gene
#> 363 PTGER4 ALDH1A1 0.9071777 4.856560e-12 gene gene
#> 364 PTPRB ALDH1A1 0.9218884 1.811884e-13 gene gene
#> 365 S1PR1 ALDH1A1 0.9204361 2.344791e-13 gene gene
#> 366 TEK ALDH1A1 0.9082169 1.718181e-12 gene gene
#> 367 PDE7B ALDH1A2 0.9333732 1.565414e-13 gene gene
#> 368 CIDEA ALDH1L1 0.9040106 4.617360e-08 gene gene
#> 369 AURKA ALG3 0.9015422 4.549916e-12 gene gene
#> 370 EEF1AKMT4 ALG3 0.9617165 0.000000e+00 gene gene
#> 371 ME3 ALG3 -0.9007821 6.514922e-11 gene gene
#> 372 POLQ ALG3 0.9033610 3.514078e-12 gene gene
#> 373 INPP5D ALOX5 0.9081379 2.497957e-11 gene gene
#> 374 PLCB2 ALOX5 0.9273628 1.318501e-12 gene gene
#> 375 CSF1R ALOX5AP 0.9339101 4.010126e-13 gene gene
#> 376 CYB5R4 ALOX5AP 0.9021133 5.508305e-11 gene gene
#> 377 CYBB ALOX5AP 0.9373762 2.029488e-13 gene gene
#> 378 CYP2S1 ALOX5AP 0.9222516 3.099299e-12 gene gene
#> 379 FGR ALOX5AP 0.9041783 4.225287e-11 gene gene
#> 380 FLT1 ALOX5AP 0.9142918 1.050982e-11 gene gene
#> 381 INPP5D ALOX5AP 0.9011554 6.216871e-11 gene gene
#> 382 KCNJ8 ALOX5AP 0.9056816 3.470335e-11 gene gene
#> 383 PDE1B ALOX5AP 0.9196901 4.654277e-12 gene gene
#> 384 PIK3R5 ALOX5AP 0.9373183 2.056133e-13 gene gene
#> 385 PLCB2 ALOX5AP 0.9201932 4.301670e-12 gene gene
#> 386 PRDM1 ALOX5AP 0.9070209 2.904077e-11 gene gene
#> 387 PTPRC ALOX5AP 0.9154074 8.921308e-12 gene gene
#> 388 PTPRO ALOX5AP 0.9317698 5.995204e-13 gene gene
#> 389 RAP1A ALOX5AP 0.9024410 5.283329e-11 gene gene
#> 390 SLCO2B1 ALOX5AP 0.9540727 3.996803e-15 gene gene
#> 391 ST8SIA4 ALOX5AP 0.9622097 4.440892e-16 gene gene
#> 392 TPP1 ALOX5AP 0.9572490 1.554312e-15 gene gene
#> 393 CYC1 AMY2B -0.9072057 2.000622e-12 gene gene
#> 394 DGLUCY AMY2B 0.9019521 4.294343e-12 gene gene
#> 395 INPP1 ANXA1 0.9188834 3.073097e-13 gene gene
#> 396 PIK3R5 AOAH 0.9005950 2.024951e-09 gene gene
#> 397 ASPA AOC3 0.9148159 9.733769e-12 gene gene
#> 398 CD36 AOC3 0.9180371 2.339018e-12 gene gene
#> 399 COL4A3BP AOC3 0.9119285 9.676704e-13 gene gene
#> 400 CYGB AOC3 0.9457666 1.110223e-15 gene gene
#> 401 DCN AOC3 0.9068377 1.231704e-11 gene gene
#> 402 FMOD AOC3 0.9505416 4.440892e-16 gene gene
#> 403 GALNT15 AOC3 0.9124738 1.366240e-11 gene gene
#> 404 GNG11 AOC3 0.9367639 2.295941e-13 gene gene
#> 405 KCNJ8 AOC3 0.9052144 2.686296e-12 gene gene
#> 406 MAN1C1 AOC3 0.9143293 6.583623e-13 gene gene
#> 407 MECOM AOC3 0.9591528 0.000000e+00 gene gene
#> 408 PDE1A AOC3 0.9612698 0.000000e+00 gene gene
#> 409 PDE1B AOC3 0.9118489 9.798828e-13 gene gene
#> 410 PDE2A AOC3 0.9318208 2.686740e-14 gene gene
#> 411 PDK4 AOC3 0.9295033 4.307665e-14 gene gene
#> 412 PLCL1 AOC3 0.9196377 6.983303e-13 gene gene
#> 413 PLPP3 AOC3 0.9164034 4.678480e-13 gene gene
#> 414 PRKG1 AOC3 0.9227785 1.545430e-13 gene gene
#> 415 PTGER3 AOC3 0.9445277 1.332268e-15 gene gene
#> 416 PTPRB AOC3 0.9685499 0.000000e+00 gene gene
#> 417 RDH5 AOC3 0.9040526 3.181011e-12 gene gene
#> 418 S1PR1 AOC3 0.9608990 0.000000e+00 gene gene
#> 419 SLC40A1 AOC3 0.9393884 5.107026e-15 gene gene
#> 420 SNRK AOC3 0.9324577 2.353673e-14 gene gene
#> 421 TEK AOC3 0.9504502 4.440892e-16 gene gene
#> 422 TIE1 AOC3 0.9125973 8.701928e-13 gene gene
#> 423 ASPA AOX1 0.9079678 2.556244e-11 gene gene
#> 424 INMT AOX1 0.9114807 5.955483e-10 gene gene
#> 425 PDE1A AOX1 0.9058109 1.419265e-11 gene gene
#> 426 PDE2A AOX1 0.9109663 2.775558e-12 gene gene
#> 427 PLPP3 AOX1 0.9084921 4.010792e-12 gene gene
#> 428 TGFBR2 AOX1 0.9439742 5.329071e-15 gene gene
#> 429 CYSLTR1 APOBEC3C 0.9062599 3.214451e-11 gene gene
#> 430 HNMT APOBEC3C 0.9202204 4.283240e-12 gene gene
#> 431 HSD17B11 APOBEC3C 0.9138320 1.123679e-11 gene gene
#> 432 INPP5D APOBEC3C 0.9016610 5.833090e-11 gene gene
#> 433 PARP8 APOBEC3C 0.9409413 9.681145e-14 gene gene
#> 434 PTGER4 APOBEC3C 0.9221568 3.147038e-12 gene gene
#> 435 TENT2 APOBEC3C 0.9140130 1.094524e-11 gene gene
#> 436 TPK1 APOBEC3C 0.9105288 1.797718e-11 gene gene
#> 437 BMX AQP1 0.9092211 3.602452e-12 gene gene
#> 438 INMT AQP1 0.9254905 9.565815e-11 gene gene
#> 439 KL AQP1 0.9081188 2.504463e-11 gene gene
#> 440 TGFBR2 AQP1 0.9148906 6.008527e-13 gene gene
#> 441 DUSP4 AQP5 -0.9093788 7.632655e-10 gene gene
#> 442 MYO3A AQP5 0.9044397 1.510761e-06 gene gene
#> 443 NEK8 AQP5 -0.9037584 1.440421e-09 gene gene
#> 444 PTPN18 AQP5 -0.9048503 1.277155e-09 gene gene
#> 445 ASPA AQP7 0.9045004 1.836051e-08 gene gene
#> 446 CD36 AQP7 0.9029503 8.916212e-09 gene gene
#> 447 CIDEC AQP7 0.9110520 2.388154e-08 gene gene
#> 448 FABP4 AQP7 0.9350654 5.311456e-10 gene gene
#> 449 GPD1 AQP7 0.9482767 6.189715e-12 gene gene
#> 450 GPX3 AQP7 0.9181714 6.685061e-10 gene gene
#> 451 LIPE AQP7 0.9070040 2.435744e-09 gene gene
#> 452 PLIN1 AQP7 0.9645697 1.252332e-13 gene gene
#> 453 PPARG AQP7 0.9045243 3.175172e-09 gene gene
#> 454 RBP4 AQP7 0.9265214 6.099388e-10 gene gene
#> 455 RDH5 AQP7 0.9480624 6.458167e-12 gene gene
#> 456 BMX ASPA 0.9053970 8.648637e-11 gene gene
#> 457 CAV1 ASPA 0.9288029 1.024958e-12 gene gene
#> 458 CYGB ASPA 0.9190266 5.159873e-12 gene gene
#> 459 CYP4F12 ASPA 0.9237085 6.502354e-12 gene gene
#> 460 F10 ASPA 0.9463620 9.015011e-14 gene gene
#> 461 FABP4 ASPA 0.9034195 6.273435e-10 gene gene
#> 462 GPIHBP1 ASPA 0.9162116 7.916334e-12 gene gene
#> 463 HYAL1 ASPA 0.9280486 1.170175e-12 gene gene
#> 464 KL ASPA 0.9086963 2.315081e-11 gene gene
#> 465 NPR1 ASPA 0.9497791 1.243450e-14 gene gene
#> 466 PDE2A ASPA 0.9581644 1.332268e-15 gene gene
#> 467 PLIN1 ASPA 0.9263625 4.238387e-12 gene gene
#> 468 PLPP3 ASPA 0.9048023 3.895329e-11 gene gene
#> 469 RAPGEF3 ASPA 0.9045339 4.034195e-11 gene gene
#> 470 RDH5 ASPA 0.9152963 9.068968e-12 gene gene
#> 471 TGFBR2 ASPA 0.9085501 2.361733e-11 gene gene
#> 472 TNS2 ASPA 0.9204718 4.117151e-12 gene gene
#> 473 CDK1 ATAD2 0.9041800 3.122835e-12 gene gene
#> 474 FAR2 ATP10A 0.9100600 1.295852e-12 gene gene
#> 475 GSTM5 ATP1B2 0.9031318 1.147982e-10 gene gene
#> 476 BUB1B ATP5F1C 0.9188092 3.113065e-13 gene gene
#> 477 DHTKD1 ATP5F1C 0.9294225 4.374279e-14 gene gene
#> 478 FH ATP5F1C 0.9031257 3.634426e-12 gene gene
#> 479 MELK ATP5F1C 0.9106419 1.183942e-12 gene gene
#> 480 NUDT5 ATP5F1C 0.9537685 0.000000e+00 gene gene
#> 481 PDSS1 ATP5F1C 0.9341950 1.643130e-14 gene gene
#> 482 PLK1 ATP5F1C 0.9107115 1.171063e-12 gene gene
#> 483 SUV39H2 ATP5F1C 0.9148550 6.044054e-13 gene gene
#> 484 TTK ATP5F1C 0.9337290 1.820766e-14 gene gene
#> 485 UCHL5 ATP5F1C 0.9343210 1.598721e-14 gene gene
#> 486 NDUFS7 ATP5F1D 0.9341606 1.643130e-14 gene gene
#> 487 JOSD2 ATP6V0C 0.9036717 3.360423e-12 gene gene
#> 488 MGAT2 ATP6V0C 0.9203294 2.389200e-13 gene gene
#> 489 DPY19L4 ATP6V1C1 0.9284491 5.306866e-14 gene gene
#> 490 GUCY1B1 ATP8B2 0.9111534 1.093126e-12 gene gene
#> 491 IRAK3 ATP8B2 0.9225631 1.605382e-13 gene gene
#> 492 PDGFRB ATP8B2 0.9005434 5.232259e-12 gene gene
#> 493 PLPP1 ATP8B2 0.9013255 4.690470e-12 gene gene
#> 494 PTPRM ATP8B2 0.9452497 1.332268e-15 gene gene
#> 495 KCNJ8 ATXN3 0.9068967 2.095213e-12 gene gene
#> 496 MECOM ATXN3 0.9145868 6.314949e-13 gene gene
#> 497 PRKG1 ATXN3 0.9210585 2.100542e-13 gene gene
#> 498 ZDHHC2 ATXN3 0.9087038 9.479528e-12 gene gene
#> 499 AURKB AURKA 0.9440869 1.776357e-15 gene gene
#> 500 BUB1 AURKA 0.9691365 0.000000e+00 gene gene
#> 501 BUB1B AURKA 0.9542584 0.000000e+00 gene gene
#> 502 CDC25A AURKA 0.9168858 4.316547e-13 gene gene
#> 503 CDC25C AURKA 0.9757903 0.000000e+00 gene gene
#> 504 CDK1 AURKA 0.9615361 0.000000e+00 gene gene
#> 505 CHEK1 AURKA 0.9116541 1.010303e-12 gene gene
#> 506 CIT AURKA 0.9030013 3.699707e-12 gene gene
#> 507 EEF1AKMT4 AURKA 0.9315456 2.842171e-14 gene gene
#> 508 EZH2 AURKA 0.9147579 6.139533e-13 gene gene
#> 509 HASPIN AURKA 0.9309836 3.197442e-14 gene gene
#> 510 HMMR AURKA 0.9280145 5.773160e-14 gene gene
#> 511 MASTL AURKA 0.9204932 2.322587e-13 gene gene
#> 512 MELK AURKA 0.9553172 0.000000e+00 gene gene
#> 513 NEK2 AURKA 0.9374236 7.993606e-15 gene gene
#> 514 PBK AURKA 0.9108055 1.154188e-12 gene gene
#> 515 PDE2A AURKA -0.9015148 4.567458e-12 gene gene
#> 516 PKMYT1 AURKA 0.9166714 4.471978e-13 gene gene
#> 517 PLK1 AURKA 0.9406855 3.774758e-15 gene gene
#> 518 PLK4 AURKA 0.9246923 1.088019e-13 gene gene
#> 519 POLQ AURKA 0.9192002 2.908784e-13 gene gene
#> 520 RRM2 AURKA 0.9191214 2.948752e-13 gene gene
#> 521 TNS2 AURKA -0.9345844 1.509903e-14 gene gene
#> 522 TTK AURKA 0.9334248 1.909584e-14 gene gene
#> 523 BUB1 AURKB 0.9489573 4.440892e-16 gene gene
#> 524 BUB1B AURKB 0.9608279 0.000000e+00 gene gene
#> 525 CDC25A AURKB 0.9239509 1.247891e-13 gene gene
#> 526 CDC25C AURKB 0.9489532 4.440892e-16 gene gene
#> 527 CDK1 AURKB 0.9265694 7.638334e-14 gene gene
#> 528 CHEK1 AURKB 0.9146158 6.283862e-13 gene gene
#> 529 EZH2 AURKB 0.9172411 4.063416e-13 gene gene
#> 530 HASPIN AURKB 0.9146908 6.208367e-13 gene gene
#> 531 MASTL AURKB 0.9090943 1.503242e-12 gene gene
#> 532 MELK AURKB 0.9569659 0.000000e+00 gene gene
#> 533 NEK2 AURKB 0.9077141 1.853628e-12 gene gene
#> 534 RRM2 AURKB 0.9040932 3.162359e-12 gene gene
#> 535 TNS2 AURKB -0.9262021 8.171241e-14 gene gene
#> 536 TTK AURKB 0.9586561 0.000000e+00 gene gene
#> 537 CEMIP2 AXL 0.9210838 2.091660e-13 gene gene
#> 538 GATB AXL -0.9208892 2.164935e-13 gene gene
#> 539 GGT5 AXL 0.9222774 4.449774e-13 gene gene
#> 540 GLT8D2 AXL 0.9404330 3.996803e-15 gene gene
#> 541 GUCY1B1 AXL 0.9233440 1.394440e-13 gene gene
#> 542 MSRB3 AXL 0.9450398 3.996803e-15 gene gene
#> 543 NDUFC1 AXL -0.9142212 6.701306e-13 gene gene
#> 544 NUAK1 AXL 0.9353531 1.287859e-14 gene gene
#> 545 PDGFRB AXL 0.9507983 2.220446e-16 gene gene
#> 546 PLPP1 AXL 0.9035407 3.424372e-12 gene gene
#> 547 SLC8A1 AXL 0.9411879 3.330669e-15 gene gene
#> 548 SLCO3A1 AXL 0.9160868 1.250999e-12 gene gene
#> 549 SLC7A8 B3GNT5 -0.9236729 1.310063e-13 gene gene
#> 550 CAV1 BMX 0.9041607 7.456258e-12 gene gene
#> 551 F10 BMX 0.9007545 2.788081e-11 gene gene
#> 552 GPIHBP1 BMX 0.9000687 1.304556e-11 gene gene
#> 553 KL BMX 0.9340869 1.106670e-12 gene gene
#> 554 NUDT4 BMX 0.9057426 5.965894e-12 gene gene
#> 555 OGN BMX 0.9024578 2.230038e-11 gene gene
#> 556 PDE2A BMX 0.9471639 2.220446e-15 gene gene
#> 557 TGFBR2 BMX 0.9364164 2.930989e-14 gene gene
#> 558 TNS2 BMX 0.9049137 6.708634e-12 gene gene
#> 559 GNG12 BRSK2 -0.9027308 9.091394e-12 gene gene
#> 560 DCN BST1 0.9007907 2.775002e-11 gene gene
#> 561 DPYSL3 BST1 0.9281350 1.540990e-13 gene gene
#> 562 KCNJ8 BST1 0.9041618 7.454926e-12 gene gene
#> 563 PRKG1 BST1 0.9025654 9.300560e-12 gene gene
#> 564 PTGER4 BST1 0.9099059 7.984280e-12 gene gene
#> 565 TIE1 BST1 0.9108079 2.842615e-12 gene gene
#> 566 CAMK4 BTK 0.9107445 2.870149e-12 gene gene
#> 567 CYBB BTK 0.9439046 1.776357e-15 gene gene
#> 568 FTL BTK 0.9025628 3.938183e-12 gene gene
#> 569 HCST BTK 0.9281201 4.223288e-13 gene gene
#> 570 INPP5D BTK 0.9568919 0.000000e+00 gene gene
#> 571 JAK3 BTK 0.9185220 3.268497e-13 gene gene
#> 572 MAP4K1 BTK 0.9356289 1.199041e-14 gene gene
#> 573 PARP8 BTK 0.9062384 2.310374e-12 gene gene
#> 574 PIK3CG BTK 0.9460821 3.108624e-15 gene gene
#> 575 PIK3R5 BTK 0.9535169 0.000000e+00 gene gene
#> 576 PIPOX BTK 0.9058684 5.860201e-12 gene gene
#> 577 PRDM1 BTK 0.9085023 1.645351e-12 gene gene
#> 578 PRKCB BTK 0.9145644 1.593836e-12 gene gene
#> 579 PTGER4 BTK 0.9225906 4.212186e-13 gene gene
#> 580 PTPN22 BTK 0.9139310 7.023271e-13 gene gene
#> 581 PTPN7 BTK 0.9666415 0.000000e+00 gene gene
#> 582 PTPRC BTK 0.9606287 0.000000e+00 gene gene
#> 583 PTPRO BTK 0.9258072 6.388223e-13 gene gene
#> 584 RAP1A BTK 0.9418997 2.664535e-15 gene gene
#> 585 SLC7A7 BTK 0.9168209 4.360956e-13 gene gene
#> 586 ST8SIA4 BTK 0.9536160 1.332268e-15 gene gene
#> 587 TNFAIP8 BTK 0.9595595 0.000000e+00 gene gene
#> 588 TNFAIP8L2 BTK 0.9489890 4.440892e-16 gene gene
#> 589 TPK1 BTK 0.9041794 3.123057e-12 gene gene
#> 590 TPP1 BTK 0.9110931 1.103562e-12 gene gene
#> 591 BUB1B BUB1 0.9624841 0.000000e+00 gene gene
#> 592 CDC25A BUB1 0.9551371 0.000000e+00 gene gene
#> 593 CDC25C BUB1 0.9711373 0.000000e+00 gene gene
#> 594 CDK1 BUB1 0.9568210 0.000000e+00 gene gene
#> 595 CDKN3 BUB1 0.9103355 1.241673e-12 gene gene
#> 596 CHEK1 BUB1 0.9302571 3.685940e-14 gene gene
#> 597 CIT BUB1 0.9187039 3.168577e-13 gene gene
#> 598 ESCO2 BUB1 0.9110380 1.112888e-12 gene gene
#> 599 EZH2 BUB1 0.9258584 8.726353e-14 gene gene
#> 600 HASPIN BUB1 0.9317783 2.708944e-14 gene gene
#> 601 HMMR BUB1 0.9667073 0.000000e+00 gene gene
#> 602 MASTL BUB1 0.9391885 5.329071e-15 gene gene
#> 603 MELK BUB1 0.9703135 0.000000e+00 gene gene
#> 604 NEK2 BUB1 0.9587695 0.000000e+00 gene gene
#> 605 PBK BUB1 0.9495900 4.440892e-16 gene gene
#> 606 PKMYT1 BUB1 0.9181195 3.501643e-13 gene gene
#> 607 PLK1 BUB1 0.9691279 0.000000e+00 gene gene
#> 608 PLK4 BUB1 0.9426718 2.220446e-15 gene gene
#> 609 POLQ BUB1 0.9032212 3.585132e-12 gene gene
#> 610 RRM2 BUB1 0.9331251 2.042810e-14 gene gene
#> 611 SRPK1 BUB1 0.9064617 2.235101e-12 gene gene
#> 612 TNS2 BUB1 -0.9322213 2.486900e-14 gene gene
#> 613 TTK BUB1 0.9608439 0.000000e+00 gene gene
#> 614 CDC25A BUB1B 0.9236812 1.310063e-13 gene gene
#> 615 CDC25C BUB1B 0.9627357 0.000000e+00 gene gene
#> 616 CDK1 BUB1B 0.9248542 1.054712e-13 gene gene
#> 617 ESCO2 BUB1B 0.9212277 2.038369e-13 gene gene
#> 618 HASPIN BUB1B 0.9092835 1.460387e-12 gene gene
#> 619 HMMR BUB1B 0.9190545 2.984279e-13 gene gene
#> 620 MASTL BUB1B 0.9011563 4.803269e-12 gene gene
#> 621 MELK BUB1B 0.9666373 0.000000e+00 gene gene
#> 622 NEK2 BUB1B 0.9319806 2.620126e-14 gene gene
#> 623 PBK BUB1B 0.9355319 1.221245e-14 gene gene
#> 624 PKMYT1 BUB1B 0.9072543 1.985967e-12 gene gene
#> 625 PLK1 BUB1B 0.9448478 1.332268e-15 gene gene
#> 626 PLK4 BUB1B 0.9075569 1.898037e-12 gene gene
#> 627 RRM2 BUB1B 0.9157914 5.178080e-13 gene gene
#> 628 TNS2 BUB1B -0.9243804 1.150191e-13 gene gene
#> 629 TTK BUB1B 0.9675330 0.000000e+00 gene gene
#> 630 P4HTM CA12 0.9020450 4.238387e-12 gene gene
#> 631 PIGG CA12 0.9153727 5.551115e-13 gene gene
#> 632 PNPLA4 CA12 0.9209512 2.140510e-13 gene gene
#> 633 CYBRD1 CACNA1C 0.9345272 4.352074e-14 gene gene
#> 634 MSRB3 CACNA1C 0.9030167 8.740120e-12 gene gene
#> 635 LRPPRC CAD 0.9067138 2.152944e-12 gene gene
#> 636 INPP5D CAMK4 0.9283721 1.474376e-13 gene gene
#> 637 MAP4K1 CAMK4 0.9433005 6.217249e-15 gene gene
#> 638 PIK3R5 CAMK4 0.9330943 5.839773e-14 gene gene
#> 639 PTPN22 CAMK4 0.9003533 1.255773e-11 gene gene
#> 640 PTPN7 CAMK4 0.9356104 3.463896e-14 gene gene
#> 641 PTPRC CAMK4 0.9383560 1.909584e-14 gene gene
#> 642 ST8SIA4 CAMK4 0.9109335 1.698797e-11 gene gene
#> 643 ZAP70 CAMK4 0.9216515 4.956036e-13 gene gene
#> 644 NUBP2 CAPN15 0.9267774 7.327472e-14 gene gene
#> 645 METTL6 CAPN7 0.9173139 4.014566e-13 gene gene
#> 646 ERBB4 CAPN8 0.9187177 6.246377e-10 gene gene
#> 647 F10 CAV1 0.9038095 7.830625e-12 gene gene
#> 648 GPIHBP1 CAV1 0.9068537 2.108536e-12 gene gene
#> 649 KL CAV1 0.9365322 2.404743e-13 gene gene
#> 650 LYVE1 CAV1 0.9315462 4.911627e-12 gene gene
#> 651 NPR1 CAV1 0.9073980 1.943778e-12 gene gene
#> 652 PDE2A CAV1 0.9075967 1.886491e-12 gene gene
#> 653 COL4A3BP CD36 0.9006120 2.840173e-11 gene gene
#> 654 GNG2 CD36 0.9152950 3.587353e-12 gene gene
#> 655 PTGER3 CD36 0.9127193 5.292211e-12 gene gene
#> 656 PTPRB CD36 0.9020653 2.348655e-11 gene gene
#> 657 S1PR1 CD36 0.9091480 8.899326e-12 gene gene
#> 658 SLC40A1 CD36 0.9005986 2.845102e-11 gene gene
#> 659 TEK CD36 0.9005195 2.874456e-11 gene gene
#> 660 CDC25C CDC25A 0.9245486 1.114664e-13 gene gene
#> 661 CDK1 CDC25A 0.9047384 2.879696e-12 gene gene
#> 662 CHEK1 CDC25A 0.9461582 8.881784e-16 gene gene
#> 663 DESI2 CDC25A 0.9193633 2.828848e-13 gene gene
#> 664 EZH2 CDC25A 0.9075976 1.886269e-12 gene gene
#> 665 HASPIN CDC25A 0.9077938 1.831424e-12 gene gene
#> 666 HMMR CDC25A 0.9370441 8.881784e-15 gene gene
#> 667 MASTL CDC25A 0.9414466 3.108624e-15 gene gene
#> 668 MELK CDC25A 0.9265231 7.682743e-14 gene gene
#> 669 NANP CDC25A 0.9020841 4.215073e-12 gene gene
#> 670 NEK2 CDC25A 0.9286921 5.062617e-14 gene gene
#> 671 PLK1 CDC25A 0.9392304 5.329071e-15 gene gene
#> 672 PLK4 CDC25A 0.9426594 2.220446e-15 gene gene
#> 673 SRPK1 CDC25A 0.9454074 1.332268e-15 gene gene
#> 674 SUV39H2 CDC25A 0.9176756 3.776979e-13 gene gene
#> 675 TNS2 CDC25A -0.9093607 1.443290e-12 gene gene
#> 676 TTK CDC25A 0.9491140 4.440892e-16 gene gene
#> 677 CDK1 CDC25C 0.9536671 0.000000e+00 gene gene
#> 678 CIT CDC25C 0.9110997 1.102229e-12 gene gene
#> 679 EZH2 CDC25C 0.9259506 8.570922e-14 gene gene
#> 680 HASPIN CDC25C 0.9232791 1.409983e-13 gene gene
#> 681 HMMR CDC25C 0.9440899 1.776357e-15 gene gene
#> 682 MASTL CDC25C 0.9216805 1.882938e-13 gene gene
#> 683 MELK CDC25C 0.9674048 0.000000e+00 gene gene
#> 684 NEK2 CDC25C 0.9466513 8.881784e-16 gene gene
#> 685 PBK CDC25C 0.9044590 2.998934e-12 gene gene
#> 686 PKMYT1 CDC25C 0.9141402 6.790124e-13 gene gene
#> 687 PLK1 CDC25C 0.9327754 2.220446e-14 gene gene
#> 688 PLK4 CDC25C 0.9055269 2.565947e-12 gene gene
#> 689 POLQ CDC25C 0.9246811 1.088019e-13 gene gene
#> 690 RRM2 CDC25C 0.9288984 4.840572e-14 gene gene
#> 691 TNS2 CDC25C -0.9311396 3.108624e-14 gene gene
#> 692 TTK CDC25C 0.9493831 4.440892e-16 gene gene
#> 693 CDKN3 CDK1 0.9374958 7.993606e-15 gene gene
#> 694 CHEK1 CDK1 0.9288090 4.929390e-14 gene gene
#> 695 CIT CDK1 0.9271779 6.794565e-14 gene gene
#> 696 EEF1AKMT4 CDK1 0.9089932 1.526779e-12 gene gene
#> 697 EZH2 CDK1 0.9532571 0.000000e+00 gene gene
#> 698 HMMR CDK1 0.9393239 5.329071e-15 gene gene
#> 699 MELK CDK1 0.9450051 1.332268e-15 gene gene
#> 700 NEK2 CDK1 0.9555746 0.000000e+00 gene gene
#> 701 PLK1 CDK1 0.9106585 1.180833e-12 gene gene
#> 702 POLQ CDK1 0.9157216 5.240253e-13 gene gene
#> 703 RRM2 CDK1 0.9262805 8.060219e-14 gene gene
#> 704 TTK CDK1 0.9262938 8.038015e-14 gene gene
#> 705 FLT1 CDK14 0.9052347 2.678302e-12 gene gene
#> 706 HSD17B11 CDK14 0.9005330 2.869438e-11 gene gene
#> 707 HSD17B10 CDK16 0.9085307 1.638245e-12 gene gene
#> 708 FH CDK5 0.9275439 6.328271e-14 gene gene
#> 709 EZH2 CDKN3 0.9207402 2.222666e-13 gene gene
#> 710 HMMR CDKN3 0.9025042 3.971268e-12 gene gene
#> 711 NEK2 CDKN3 0.9130979 8.033574e-13 gene gene
#> 712 CHST11 CEMIP2 0.9112851 1.070699e-12 gene gene
#> 713 GATB CEMIP2 -0.9066151 2.184919e-12 gene gene
#> 714 GGT5 CEMIP2 0.9128439 2.084111e-12 gene gene
#> 715 GLT8D2 CEMIP2 0.9043555 3.044454e-12 gene gene
#> 716 NDUFC1 CEMIP2 -0.9034428 3.473000e-12 gene gene
#> 717 PDGFRB CEMIP2 0.9123131 9.103829e-13 gene gene
#> 718 SLC8A1 CEMIP2 0.9172639 4.050094e-13 gene gene
#> 719 SLCO3A1 CEMIP2 0.9013263 1.101363e-11 gene gene
#> 720 TGM2 CEMIP2 0.9374151 7.993606e-15 gene gene
#> 721 EZH2 CHEK1 0.9220555 1.758593e-13 gene gene
#> 722 HMMR CHEK1 0.9161410 4.887202e-13 gene gene
#> 723 MASTL CHEK1 0.9081146 1.744827e-12 gene gene
#> 724 NANP CHEK1 0.9046421 2.920331e-12 gene gene
#> 725 NEK2 CHEK1 0.9307653 3.330669e-14 gene gene
#> 726 PLK1 CHEK1 0.9128050 8.417711e-13 gene gene
#> 727 TTK CHEK1 0.9194611 2.779998e-13 gene gene
#> 728 PIGH CHKB 0.9168453 4.343192e-13 gene gene
#> 729 DSE CHST11 0.9113678 1.056932e-12 gene gene
#> 730 HCK CHST11 0.9439951 5.329071e-15 gene gene
#> 731 HEXB CHST11 0.9373079 8.215650e-15 gene gene
#> 732 SLC7A7 CHST11 0.9105058 1.209255e-12 gene gene
#> 733 SLC8A1 CHST11 0.9372140 8.437695e-15 gene gene
#> 734 TGM2 CHST11 0.9407239 3.774758e-15 gene gene
#> 735 GGT5 CHST15 0.9108490 2.825296e-12 gene gene
#> 736 HSD17B12 CHST15 -0.9238571 1.267875e-13 gene gene
#> 737 PDE4A CHST15 0.9115817 1.021849e-12 gene gene
#> 738 STK39 CHST15 0.9110410 1.112443e-12 gene gene
#> 739 GPC6 CHSY3 0.9227939 2.838618e-12 gene gene
#> 740 LUM CHSY3 0.9424233 7.016610e-14 gene gene
#> 741 PRKG1 CHSY3 0.9079902 4.316325e-12 gene gene
#> 742 PTPRD CHSY3 0.9315982 2.207123e-13 gene gene
#> 743 VCAN CHSY3 0.9396411 4.285461e-14 gene gene
#> 744 COQ9 CIAPIN1 0.9388001 5.773160e-15 gene gene
#> 745 CIDEC CIDEA 0.9631204 4.005130e-11 gene gene
#> 746 SLC19A3 CIDEA 0.9231109 6.732044e-09 gene gene
#> 747 SLC7A10 CIDEA 0.9419006 1.773579e-09 gene gene
#> 748 G0S2 CIDEC 0.9058608 6.657808e-09 gene gene
#> 749 GPD1 CIDEC 0.9552145 4.867884e-12 gene gene
#> 750 LIPE CIDEC 0.9813491 8.881784e-16 gene gene
#> 751 PLIN1 CIDEC 0.9735118 2.753353e-14 gene gene
#> 752 INPP5D CIITA 0.9136625 7.336354e-13 gene gene
#> 753 IRAK4 CIITA 0.9326143 2.287059e-14 gene gene
#> 754 JAK3 CIITA 0.9362212 1.065814e-14 gene gene
#> 755 LCK CIITA 0.9163489 1.199485e-12 gene gene
#> 756 MAP4K1 CIITA 0.9009142 4.968692e-12 gene gene
#> 757 PARP8 CIITA 0.9029682 3.717249e-12 gene gene
#> 758 PRKCB CIITA 0.9039959 7.629897e-12 gene gene
#> 759 PTPN7 CIITA 0.9069846 2.067679e-12 gene gene
#> 760 PTPRC CIITA 0.9184949 3.284040e-13 gene gene
#> 761 ZAP70 CIITA 0.9338006 1.776357e-14 gene gene
#> 762 HMMR CIT 0.9150022 5.897505e-13 gene gene
#> 763 MASTL CIT 0.9037329 3.331113e-12 gene gene
#> 764 NEK2 CIT 0.9068746 2.101874e-12 gene gene
#> 765 PLK1 CIT 0.9033400 3.524514e-12 gene gene
#> 766 POLQ CIT 0.9115842 1.021627e-12 gene gene
#> 767 CKMT1B CKMT1A 0.9163360 1.201705e-12 gene gene
#> 768 PARP8 CLK1 0.9004481 5.302203e-12 gene gene
#> 769 OAS2 CMPK2 0.9078717 1.066081e-11 gene gene
#> 770 OAS3 CMPK2 0.9461670 8.881784e-16 gene gene
#> 771 CPS1 COL4A3BP 0.9123232 9.090506e-13 gene gene
#> 772 FMOD COL4A3BP 0.9328712 2.176037e-14 gene gene
#> 773 MECOM COL4A3BP 0.9078657 1.811662e-12 gene gene
#> 774 PTGER3 COL4A3BP 0.9163906 4.689582e-13 gene gene
#> 775 PTPRB COL4A3BP 0.9244814 1.130207e-13 gene gene
#> 776 S1PR1 COL4A3BP 0.9164045 4.676259e-13 gene gene
#> 777 SLC40A1 COL4A3BP 0.9042079 3.110401e-12 gene gene
#> 778 TEK COL4A3BP 0.9203443 2.384759e-13 gene gene
#> 779 MIF COMTD1 0.9061924 2.326139e-12 gene gene
#> 780 SECISBP2 COQ9 -0.9140795 6.856737e-13 gene gene
#> 781 ST8SIA5 COQ9 0.9112523 6.120038e-10 gene gene
#> 782 PDE1A COX4I2 0.9322386 3.475775e-11 gene gene
#> 783 PLPP1 COX4I2 0.9006019 2.023478e-09 gene gene
#> 784 PTPRB COX4I2 0.9087400 8.220780e-10 gene gene
#> 785 RPS6KA2 CPS1 0.9008501 5.013323e-12 gene gene
#> 786 DUSP9 CROT -0.9169227 3.041238e-10 gene gene
#> 787 HSD17B4 CROT 0.9438633 1.776357e-15 gene gene
#> 788 CYBB CSF1R 0.9642722 0.000000e+00 gene gene
#> 789 F13A1 CSF1R 0.9091421 3.644862e-12 gene gene
#> 790 FLT1 CSF1R 0.9130145 8.140155e-13 gene gene
#> 791 GNG2 CSF1R 0.9403675 1.221245e-14 gene gene
#> 792 HSD17B11 CSF1R 0.9074328 1.133715e-11 gene gene
#> 793 PARP8 CSF1R 0.9015452 4.547918e-12 gene gene
#> 794 PI4K2A CSF1R 0.9095865 1.393996e-12 gene gene
#> 795 PIK3CG CSF1R 0.9494838 1.332268e-15 gene gene
#> 796 PIK3R5 CSF1R 0.9278816 5.928591e-14 gene gene
#> 797 PTGER4 CSF1R 0.9237299 3.446132e-13 gene gene
#> 798 PTPRC CSF1R 0.9270877 6.905587e-14 gene gene
#> 799 S1PR1 CSF1R 0.9083107 1.693756e-12 gene gene
#> 800 SLC7A7 CSF1R 0.9195561 2.735590e-13 gene gene
#> 801 SLC8A1 CSF1R 0.9323971 2.398082e-14 gene gene
#> 802 SLCO2B1 CSF1R 0.9267602 5.395684e-13 gene gene
#> 803 ST8SIA4 CSF1R 0.9047101 1.649259e-11 gene gene
#> 804 TIE1 CSF1R 0.9016641 4.472422e-12 gene gene
#> 805 USP4 CSF1R 0.9144440 6.461498e-13 gene gene
#> 806 FLT1 CSGALNACT1 0.9011869 4.782619e-12 gene gene
#> 807 GNG11 CSGALNACT1 0.9198857 4.514167e-12 gene gene
#> 808 KCNJ8 CSGALNACT1 0.9142687 6.648015e-13 gene gene
#> 809 MECOM CSGALNACT1 0.9342974 1.598721e-14 gene gene
#> 810 PARP8 CSGALNACT1 0.9018299 4.369172e-12 gene gene
#> 811 PDE1A CSGALNACT1 0.9060342 5.723200e-12 gene gene
#> 812 PDE1B CSGALNACT1 0.9073475 1.958433e-12 gene gene
#> 813 PLCL1 CSGALNACT1 0.9069106 5.047518e-12 gene gene
#> 814 PRKCH CSGALNACT1 0.9316858 2.753353e-14 gene gene
#> 815 PRKG1 CSGALNACT1 0.9182290 3.437250e-13 gene gene
#> 816 PTGER4 CSGALNACT1 0.9003224 1.260991e-11 gene gene
#> 817 PTPRB CSGALNACT1 0.9166179 4.511946e-13 gene gene
#> 818 S1PR1 CSGALNACT1 0.9081053 1.747491e-12 gene gene
#> 819 SLC35A2 CSGALNACT1 -0.9107422 1.165734e-12 gene gene
#> 820 SLCO2A1 CSGALNACT1 0.9050602 2.747580e-12 gene gene
#> 821 NDOR1 CSNK1G2 0.9252470 9.792167e-14 gene gene
#> 822 ITPR2 CTBP1 0.9389484 5.773160e-15 gene gene
#> 823 PTPRM CTBP1 0.9212785 2.020606e-13 gene gene
#> 824 RIMKLB CTBP1 0.9104317 1.223466e-12 gene gene
#> 825 STK39 CTBP1 0.9087008 1.596501e-12 gene gene
#> 826 CYBRD1 CTDSP1 0.9042217 3.104184e-12 gene gene
#> 827 PDSS1 CTDSP1 -0.9164991 4.605205e-13 gene gene
#> 828 SUV39H2 CTDSP1 -0.9067944 2.127187e-12 gene gene
#> 829 RAN CTPS1 0.9082108 1.719513e-12 gene gene
#> 830 SLC8A3 CTSG 0.9138651 1.911033e-06 gene gene
#> 831 TPSAB1 CTSG 0.9141672 1.752949e-08 gene gene
#> 832 MAP4K1 CTSW 0.9110201 1.025913e-10 gene gene
#> 833 PRKCB CTSW 0.9014081 3.338951e-10 gene gene
#> 834 DSE CYBB 0.9035885 3.400835e-12 gene gene
#> 835 FGR CYBB 0.9174680 2.559286e-12 gene gene
#> 836 FYN CYBB 0.9049792 2.780443e-12 gene gene
#> 837 GNG2 CYBB 0.9290153 1.303402e-13 gene gene
#> 838 HCST CYBB 0.9029186 2.097789e-11 gene gene
#> 839 INPP5D CYBB 0.9239155 1.254552e-13 gene gene
#> 840 JAK3 CYBB 0.9175856 3.834710e-13 gene gene
#> 841 LRRK2 CYBB 0.9019308 4.307443e-12 gene gene
#> 842 PARP8 CYBB 0.9155018 5.433431e-13 gene gene
#> 843 PIK3CG CYBB 0.9531043 4.440892e-16 gene gene
#> 844 PIK3R5 CYBB 0.9534256 0.000000e+00 gene gene
#> 845 PTGER4 CYBB 0.9218756 4.769518e-13 gene gene
#> 846 PTPN7 CYBB 0.9043707 3.037570e-12 gene gene
#> 847 PTPRC CYBB 0.9618130 0.000000e+00 gene gene
#> 848 PTPRO CYBB 0.9641765 0.000000e+00 gene gene
#> 849 SLC7A7 CYBB 0.9685405 0.000000e+00 gene gene
#> 850 SLC8A1 CYBB 0.9393678 5.107026e-15 gene gene
#> 851 ST8SIA4 CYBB 0.9484489 5.329071e-15 gene gene
#> 852 TNFAIP8L2 CYBB 0.9109326 1.131539e-12 gene gene
#> 853 INMT CYBRD1 0.9108054 6.454006e-10 gene gene
#> 854 MSRB3 CYBRD1 0.9024383 9.464207e-12 gene gene
#> 855 PLPP1 CYBRD1 0.9375133 7.993606e-15 gene gene
#> 856 PROS1 CYBRD1 0.9123424 5.596412e-12 gene gene
#> 857 ST6GALNAC6 CYBRD1 0.9140056 6.938894e-13 gene gene
#> 858 UCHL5 CYBRD1 -0.9080214 1.769696e-12 gene gene
#> 859 IRAK1 CYC1 0.9108484 1.146638e-12 gene gene
#> 860 SLC52A2 CYC1 0.9168293 4.356515e-13 gene gene
#> 861 EBP CYCS 0.9312946 2.997602e-14 gene gene
#> 862 MAP3K12 CYGB 0.9011069 4.836576e-12 gene gene
#> 863 MECOM CYGB 0.9166116 4.518608e-13 gene gene
#> 864 PDE1A CYGB 0.9357252 3.375078e-14 gene gene
#> 865 PDE2A CYGB 0.9327527 2.220446e-14 gene gene
#> 866 PTPRB CYGB 0.9319986 2.597922e-14 gene gene
#> 867 S1PR1 CYGB 0.9407655 3.552714e-15 gene gene
#> 868 SLC40A1 CYGB 0.9149487 5.950795e-13 gene gene
#> 869 TEK CYGB 0.9444635 1.332268e-15 gene gene
#> 870 TNS2 CYGB 0.9108923 1.138645e-12 gene gene
#> 871 INPP4B CYP2E1 0.9035890 1.918243e-11 gene gene
#> 872 PAPSS1 CYP2E1 -0.9293342 3.379519e-13 gene gene
#> 873 PIGH CYP2E1 0.9123726 5.571543e-12 gene gene
#> 874 POLN CYP2E1 0.9080987 1.032596e-11 gene gene
#> 875 PTPRO CYP2S1 0.9222505 1.176614e-12 gene gene
#> 876 ST8SIA4 CYP2S1 0.9132895 4.860778e-12 gene gene
#> 877 RAPGEF3 CYP4F12 0.9035746 1.086760e-10 gene gene
#> 878 GNG2 CYSLTR1 0.9385468 1.842970e-14 gene gene
#> 879 HNMT CYSLTR1 0.9188983 7.900347e-13 gene gene
#> 880 HSD17B11 CYSLTR1 0.9024827 2.222689e-11 gene gene
#> 881 INPP5D CYSLTR1 0.9486575 1.554312e-15 gene gene
#> 882 LRRK2 CYSLTR1 0.9343955 4.485301e-14 gene gene
#> 883 MECOM CYSLTR1 0.9231930 3.790301e-13 gene gene
#> 884 PARP8 CYSLTR1 0.9313552 8.260059e-14 gene gene
#> 885 PDE1A CYSLTR1 0.9056036 1.460188e-11 gene gene
#> 886 PIK3CG CYSLTR1 0.9385808 1.820766e-14 gene gene
#> 887 PRKCB CYSLTR1 0.9074377 1.132916e-11 gene gene
#> 888 PRKCH CYSLTR1 0.9250501 2.722267e-13 gene gene
#> 889 PTGER4 CYSLTR1 0.9374062 6.905587e-14 gene gene
#> 890 PTPRB CYSLTR1 0.9038342 7.803758e-12 gene gene
#> 891 PTPRC CYSLTR1 0.9163090 1.207034e-12 gene gene
#> 892 S1PR1 CYSLTR1 0.9178271 9.432455e-13 gene gene
#> 893 SEPSECS CYSLTR1 0.9055369 6.142642e-12 gene gene
#> 894 STARD5 CYSLTR1 0.9243191 3.104184e-13 gene gene
#> 895 TEK CYSLTR1 0.9056590 6.037171e-12 gene gene
#> 896 ZAP70 CYSLTR1 0.9019126 1.016964e-11 gene gene
#> 897 FDPS DARS2 0.9243546 1.156852e-13 gene gene
#> 898 GNA14 DCLK1 0.9011377 2.652412e-11 gene gene
#> 899 MAP3K12 DCLK1 0.9366758 2.753353e-14 gene gene
#> 900 PDE7B DCLK1 0.9405036 1.199041e-14 gene gene
#> 901 PTPRB DCLK1 0.9002315 1.276446e-11 gene gene
#> 902 FMOD DCN 0.9432225 1.909584e-14 gene gene
#> 903 GALNT15 DCN 0.9153033 9.059420e-12 gene gene
#> 904 GNG11 DCN 0.9606695 4.440892e-16 gene gene
#> 905 GNG2 DCN 0.9389930 4.929390e-14 gene gene
#> 906 HSD17B11 DCN 0.9256613 1.764366e-12 gene gene
#> 907 KCNJ8 DCN 0.9238731 8.939516e-13 gene gene
#> 908 LRRK2 DCN 0.9223111 1.164846e-12 gene gene
#> 909 LUM DCN 0.9127600 1.311462e-11 gene gene
#> 910 MAN1C1 DCN 0.9146089 3.983480e-12 gene gene
#> 911 MECOM DCN 0.9130122 5.066392e-12 gene gene
#> 912 PDE1A DCN 0.9128644 1.291989e-11 gene gene
#> 913 PDE3A DCN 0.9113494 9.829693e-11 gene gene
#> 914 PDGFRB DCN 0.9165685 2.946532e-12 gene gene
#> 915 PLCL1 DCN 0.9041744 4.227374e-11 gene gene
#> 916 PRKG1 DCN 0.9512348 2.664535e-15 gene gene
#> 917 PTGER3 DCN 0.9066503 1.264144e-11 gene gene
#> 918 PTGER4 DCN 0.9470742 7.549517e-15 gene gene
#> 919 PTPRB DCN 0.9408012 3.330669e-14 gene gene
#> 920 S1PR1 DCN 0.9349784 1.136868e-13 gene gene
#> 921 TEK DCN 0.9394663 4.440892e-14 gene gene
#> 922 TIE1 DCN 0.9029294 2.094791e-11 gene gene
#> 923 ZDHHC2 DCN 0.9170767 2.721379e-12 gene gene
#> 924 ST3GAL5 DDHD1 0.9037088 3.342659e-12 gene gene
#> 925 NSD3 DDHD2 0.9364909 9.769963e-15 gene gene
#> 926 MASTL DESI2 0.9355640 1.221245e-14 gene gene
#> 927 NANP DESI2 0.9074991 1.914469e-12 gene gene
#> 928 SRPK1 DESI2 0.9314518 2.908784e-14 gene gene
#> 929 SUV39H2 DESI2 0.9342664 1.598721e-14 gene gene
#> 930 YOD1 DESI2 0.9060489 2.376099e-12 gene gene
#> 931 HNMT DGLUCY 0.9008021 5.047074e-12 gene gene
#> 932 NSDHL DHCR7 0.9210954 2.087219e-13 gene gene
#> 933 NUDT5 DHTKD1 0.9185662 3.244072e-13 gene gene
#> 934 PIGU DHTKD1 0.9324382 2.353673e-14 gene gene
#> 935 UCHL5 DHTKD1 0.9231705 1.438849e-13 gene gene
#> 936 DNMT3B DKC1 0.9017563 4.414691e-12 gene gene
#> 937 GART DKC1 0.9032300 3.580691e-12 gene gene
#> 938 NUDT5 DKC1 0.9048112 2.849276e-12 gene gene
#> 939 SUV39H2 DKC1 0.9178470 3.668177e-13 gene gene
#> 940 TTK DKC1 0.9049440 2.794653e-12 gene gene
#> 941 EBP DNMT3B 0.9189364 3.044232e-13 gene gene
#> 942 PLCB2 DPEP2 0.9052234 1.225326e-09 gene gene
#> 943 SRPK1 DPM1 0.9042546 3.089307e-12 gene gene
#> 944 GNG11 DPYD 0.9151096 1.508940e-10 gene gene
#> 945 PTGER4 DPYD 0.9137984 1.788005e-10 gene gene
#> 946 HEXB DSE 0.9016308 4.493517e-12 gene gene
#> 947 SLC8A1 DSE 0.9459134 8.881784e-16 gene gene
#> 948 SUV39H1 DUSP1 -0.9083936 1.672662e-12 gene gene
#> 949 NEK9 DUSP12 -0.9128129 8.406609e-13 gene gene
#> 950 GANC DUSP9 -0.9053236 1.211729e-09 gene gene
#> 951 HSD17B4 DUSP9 -0.9111437 6.199761e-10 gene gene
#> 952 NDUFC1 DUSP9 0.9090951 7.888965e-10 gene gene
#> 953 OTUD7A DUSP9 -0.9165297 3.197331e-10 gene gene
#> 954 PARP8 DUSP9 -0.9151447 3.806639e-10 gene gene
#> 955 RPS6KA2 DUSP9 -0.9360722 1.865041e-11 gene gene
#> 956 ST3GAL5 DUSP9 -0.9064858 1.063678e-09 gene gene
#> 957 STARD5 DUSP9 -0.9045685 1.317608e-09 gene gene
#> 958 PPIA EBP 0.9046322 2.924549e-12 gene gene
#> 959 NUBP2 ECI1 0.9091370 1.493472e-12 gene gene
#> 960 PIGQ ECI1 0.9121821 9.294787e-13 gene gene
#> 961 PKMYT1 EEF1AKMT4 0.9072337 1.992184e-12 gene gene
#> 962 RAP1A ENTPD1 0.9032130 3.589351e-12 gene gene
#> 963 TPP1 ENTPD1 0.9140145 6.927792e-13 gene gene
#> 964 PAPSS1 EPHB3 0.9267701 7.327472e-14 gene gene
#> 965 PIGH EPHB3 -0.9131199 8.004708e-13 gene gene
#> 966 PBK ESCO2 0.9611330 0.000000e+00 gene gene
#> 967 HMMR EZH2 0.9341248 1.665335e-14 gene gene
#> 968 MELK EZH2 0.9214179 1.971756e-13 gene gene
#> 969 NEK2 EZH2 0.9161167 4.907186e-13 gene gene
#> 970 POLQ EZH2 0.9015474 4.546585e-12 gene gene
#> 971 RRM2 EZH2 0.9217796 1.847411e-13 gene gene
#> 972 TTK EZH2 0.9123541 9.046097e-13 gene gene
#> 973 KL F10 0.9193664 1.268141e-11 gene gene
#> 974 PDE2A F10 0.9434403 5.773160e-15 gene gene
#> 975 PLPP3 F10 0.9042338 7.380319e-12 gene gene
#> 976 TGFBR2 F10 0.9058478 5.877299e-12 gene gene
#> 977 FMOD F13A1 0.9036092 8.051781e-12 gene gene
#> 978 FOLR2 F13A1 0.9539469 1.614264e-13 gene gene
#> 979 KCNJ8 F13A1 0.9094525 3.481215e-12 gene gene
#> 980 PDE1A F13A1 0.9135696 4.660716e-12 gene gene
#> 981 PDE1B F13A1 0.9136342 1.843858e-12 gene gene
#> 982 PRKG1 F13A1 0.9070818 4.924505e-12 gene gene
#> 983 S1PR1 F13A1 0.9152494 1.429967e-12 gene gene
#> 984 TEK F13A1 0.9142018 1.687095e-12 gene gene
#> 985 PDK4 FABP4 0.9301627 1.723688e-11 gene gene
#> 986 PLIN1 FABP4 0.9284033 2.274714e-11 gene gene
#> 987 FADS2 FADS1 0.9159374 5.053735e-13 gene gene
#> 988 IDI1 FDFT1 0.9303979 3.597123e-14 gene gene
#> 989 UCHL5 FDPS 0.9219683 1.785239e-13 gene gene
#> 990 HCST FGR 0.9098436 8.056222e-12 gene gene
#> 991 PIK3R5 FGR 0.9418477 2.620126e-14 gene gene
#> 992 PRDM1 FGR 0.9087881 9.366730e-12 gene gene
#> 993 PTPRC FGR 0.9160241 3.206324e-12 gene gene
#> 994 SLC2A5 FGR 0.9141015 4.301892e-12 gene gene
#> 995 SLC7A7 FGR 0.9220435 1.218137e-12 gene gene
#> 996 ST8SIA4 FGR 0.9186673 5.454304e-12 gene gene
#> 997 UCHL5 FH 0.9055145 2.570832e-12 gene gene
#> 998 KCNJ8 FLT1 0.9143053 6.610268e-13 gene gene
#> 999 MECOM FLT1 0.9172664 4.047873e-13 gene gene
#> 1000 NDUFC1 FLT1 -0.9101112 1.285638e-12 gene gene
#> 1001 PARP8 FLT1 0.9098062 1.347811e-12 gene gene
#> 1002 PIK3R5 FLT1 0.9005046 5.260681e-12 gene gene
#> 1003 PLCL1 FLT1 0.9146284 1.577849e-12 gene gene
#> 1004 PRKG1 FLT1 0.9409938 3.552714e-15 gene gene
#> 1005 PTPRB FLT1 0.9294378 4.352074e-14 gene gene
#> 1006 RAPGEF4 FLT1 0.9049434 2.794875e-12 gene gene
#> 1007 RPS6KA2 FLT1 0.9205492 2.300382e-13 gene gene
#> 1008 S1PR1 FLT1 0.9081801 1.727729e-12 gene gene
#> 1009 SLCO2A1 FLT1 0.9448923 1.332268e-15 gene gene
#> 1010 SLCO2B1 FLT1 0.9336014 1.496581e-13 gene gene
#> 1011 ST8SIA4 FLT1 0.9131236 4.982681e-12 gene gene
#> 1012 TIE1 FLT1 0.9029300 3.737455e-12 gene gene
#> 1013 MAN1A1 FMO1 0.9042692 9.966916e-11 gene gene
#> 1014 GALNT15 FMOD 0.9009634 6.368572e-11 gene gene
#> 1015 GLDC FMOD -0.9012151 4.763745e-12 gene gene
#> 1016 GNG11 FMOD 0.9336543 4.209966e-13 gene gene
#> 1017 GNG2 FMOD 0.9128236 2.090772e-12 gene gene
#> 1018 KCNJ8 FMOD 0.9255811 9.192647e-14 gene gene
#> 1019 MAP3K12 FMOD 0.9173443 3.994582e-13 gene gene
#> 1020 MECOM FMOD 0.9449078 1.332268e-15 gene gene
#> 1021 PDE1A FMOD 0.9372531 2.442491e-14 gene gene
#> 1022 PDE1B FMOD 0.9379019 7.105427e-15 gene gene
#> 1023 PDK4 FMOD 0.9023416 4.063860e-12 gene gene
#> 1024 PLCL1 FMOD 0.9005713 1.219558e-11 gene gene
#> 1025 PRKG1 FMOD 0.9508807 2.220446e-16 gene gene
#> 1026 PTGER3 FMOD 0.9542998 0.000000e+00 gene gene
#> 1027 PTPRB FMOD 0.9449092 1.332268e-15 gene gene
#> 1028 S1PR1 FMOD 0.9382809 6.661338e-15 gene gene
#> 1029 SLC40A1 FMOD 0.9159521 5.042633e-13 gene gene
#> 1030 SLC43A1 FMOD 0.9055236 2.567280e-12 gene gene
#> 1031 TEK FMOD 0.9372510 8.437695e-15 gene gene
#> 1032 TIE1 FMOD 0.9069503 2.078338e-12 gene gene
#> 1033 ZDHHC2 FMOD 0.9112759 6.546319e-12 gene gene
#> 1034 SLC13A2 FOLH1 0.9397824 2.942180e-11 gene gene
#> 1035 NUDT16 FPGT-TNNI3K 0.9020265 2.360689e-11 gene gene
#> 1036 PDK4 FPGT-TNNI3K 0.9125883 5.396128e-12 gene gene
#> 1037 PIK3R5 FTL 0.9328188 2.176037e-14 gene gene
#> 1038 PRDM1 FTL 0.9105158 1.207479e-12 gene gene
#> 1039 RENBP FTL 0.9033924 3.498091e-12 gene gene
#> 1040 SLC7A7 FTL 0.9302734 3.685940e-14 gene gene
#> 1041 ST8SIA4 FTL 0.9165552 2.952527e-12 gene gene
#> 1042 TBXAS1 FTL 0.9459773 8.881784e-16 gene gene
#> 1043 JAK3 FYN 0.9277488 6.084022e-14 gene gene
#> 1044 PRKCB FYN 0.9162126 1.225908e-12 gene gene
#> 1045 PTPRC FYN 0.9201886 2.449152e-13 gene gene
#> 1046 SLC24A4 FYN 0.9037346 4.475198e-11 gene gene
#> 1047 LIPE G0S2 0.9096516 2.030465e-11 gene gene
#> 1048 PLIN1 G0S2 0.9066372 7.384071e-11 gene gene
#> 1049 KL GALNT15 0.9031618 4.817968e-11 gene gene
#> 1050 PDE2A GALNT15 0.9017052 5.800604e-11 gene gene
#> 1051 PTGER3 GALNT15 0.9054429 3.581313e-11 gene gene
#> 1052 PTPRB GALNT15 0.9101725 1.889133e-11 gene gene
#> 1053 TEK GALNT15 0.9166922 7.366108e-12 gene gene
#> 1054 SLC4A8 GALNT6 0.9045295 2.968514e-12 gene gene
#> 1055 GNG2 GANC 0.9114626 2.574829e-12 gene gene
#> 1056 HSD17B11 GANC 0.9231668 1.008083e-12 gene gene
#> 1057 IDS GANC 0.9105700 1.197265e-12 gene gene
#> 1058 IRAK4 GANC 0.9360053 1.110223e-14 gene gene
#> 1059 LRRK2 GANC 0.9237053 1.303402e-13 gene gene
#> 1060 MECOM GANC 0.9099447 1.319167e-12 gene gene
#> 1061 NDUFC1 GANC -0.9062127 2.319256e-12 gene gene
#> 1062 NEK9 GANC 0.9054430 2.597922e-12 gene gene
#> 1063 PARP8 GANC 0.9423108 2.664535e-15 gene gene
#> 1064 PLCL1 GANC 0.9054659 6.205036e-12 gene gene
#> 1065 PRKG1 GANC 0.9061556 2.339018e-12 gene gene
#> 1066 PTGER4 GANC 0.9150958 1.465272e-12 gene gene
#> 1067 PTPRB GANC 0.9291098 4.662937e-14 gene gene
#> 1068 PTPRE GANC 0.9089772 1.530331e-12 gene gene
#> 1069 S1PR1 GANC 0.9054719 2.586820e-12 gene gene
#> 1070 SEPSECS GANC 0.9298327 4.041212e-14 gene gene
#> 1071 SETDB2 GANC 0.9284976 5.240253e-14 gene gene
#> 1072 SLCO2A1 GANC 0.9204408 2.344791e-13 gene gene
#> 1073 SLCO3A1 GANC 0.9046230 6.988632e-12 gene gene
#> 1074 STARD5 GANC 0.9355722 1.199041e-14 gene gene
#> 1075 TMEM91 GANC 0.9257401 8.926193e-14 gene gene
#> 1076 TPI1 GAPDH 0.9594477 0.000000e+00 gene gene
#> 1077 NANP GART 0.9052242 2.682521e-12 gene gene
#> 1078 NSDHL GART 0.9010029 4.907408e-12 gene gene
#> 1079 NUDT5 GART 0.9181079 3.508305e-13 gene gene
#> 1080 PLK1 GART 0.9106334 1.185718e-12 gene gene
#> 1081 SUV39H2 GART 0.9162332 4.813927e-13 gene gene
#> 1082 GLT8D2 GATB -0.9002954 5.415890e-12 gene gene
#> 1083 USP38 GATB 0.9396945 4.884981e-15 gene gene
#> 1084 GLT8D2 GGT5 0.9077137 4.493739e-12 gene gene
#> 1085 MSRB3 GGT5 0.9333120 5.595524e-14 gene gene
#> 1086 PDGFRB GGT5 0.9356604 3.419487e-14 gene gene
#> 1087 SLCO3A1 GGT5 0.9035524 8.115730e-12 gene gene
#> 1088 MAP3K12 GLDC -0.9455691 1.110223e-15 gene gene
#> 1089 SLC22A4 GLDC -0.9015575 4.540146e-12 gene gene
#> 1090 GUCY1B1 GLIPR1 0.9248151 1.061373e-13 gene gene
#> 1091 STK17B GLIPR1 0.9127659 8.471002e-13 gene gene
#> 1092 GUCY1B1 GLT8D2 0.9145574 6.343814e-13 gene gene
#> 1093 IRAK3 GLT8D2 0.9087942 1.573852e-12 gene gene
#> 1094 MSRB3 GLT8D2 0.9703943 0.000000e+00 gene gene
#> 1095 NUAK1 GLT8D2 0.9213622 1.989520e-13 gene gene
#> 1096 PDGFRB GLT8D2 0.9480027 4.440892e-16 gene gene
#> 1097 PLPP1 GLT8D2 0.9455556 1.110223e-15 gene gene
#> 1098 SLCO3A1 GLT8D2 0.9160843 1.251443e-12 gene gene
#> 1099 MAP3K12 GNA14 0.9337937 1.438849e-13 gene gene
#> 1100 NOSTRIN GNA14 0.9086298 9.579448e-12 gene gene
#> 1101 PAPSS1 GNA14 -0.9075705 1.112088e-11 gene gene
#> 1102 PTPRN2 GNA14 0.9076145 2.681277e-11 gene gene
#> 1103 PTPRM GNB5 0.9167262 4.432010e-13 gene gene
#> 1104 GNG2 GNG11 0.9271410 1.370237e-12 gene gene
#> 1105 HNMT GNG11 0.9229840 2.752021e-12 gene gene
#> 1106 HSD17B11 GNG11 0.9473013 2.264855e-14 gene gene
#> 1107 INMT GNG11 0.9015658 1.826209e-09 gene gene
#> 1108 KCNJ8 GNG11 0.9530706 5.329071e-15 gene gene
#> 1109 LRRK2 GNG11 0.9112237 1.630962e-11 gene gene
#> 1110 MECOM GNG11 0.9554520 2.664535e-15 gene gene
#> 1111 PDE1A GNG11 0.9559116 8.215650e-15 gene gene
#> 1112 PDE1B GNG11 0.9206635 3.994360e-12 gene gene
#> 1113 PLCL1 GNG11 0.9167725 7.277734e-12 gene gene
#> 1114 PLPP7 GNG11 0.9015487 5.916423e-11 gene gene
#> 1115 PRKG1 GNG11 0.9557364 2.442491e-15 gene gene
#> 1116 PTEN GNG11 0.9373933 2.025047e-13 gene gene
#> 1117 PTGER3 GNG11 0.9339689 3.965717e-13 gene gene
#> 1118 PTGER4 GNG11 0.9289268 1.002753e-12 gene gene
#> 1119 PTPRB GNG11 0.9660518 0.000000e+00 gene gene
#> 1120 S1PR1 GNG11 0.9631806 2.220446e-16 gene gene
#> 1121 SLC35A2 GNG11 -0.9310785 6.807888e-13 gene gene
#> 1122 SLC43A1 GNG11 0.9227913 2.839950e-12 gene gene
#> 1123 SLCO2B1 GNG11 0.9103495 1.843192e-11 gene gene
#> 1124 TEK GNG11 0.9615761 4.440892e-16 gene gene
#> 1125 TIE1 GNG11 0.9159117 8.278267e-12 gene gene
#> 1126 TPK1 GNG11 0.9028861 4.991341e-11 gene gene
#> 1127 ZDHHC2 GNG11 0.9465951 2.708944e-14 gene gene
#> 1128 HCST GNG2 0.9045472 1.686051e-11 gene gene
#> 1129 HSD17B11 GNG2 0.9527556 1.776357e-15 gene gene
#> 1130 INPP5D GNG2 0.9293963 1.212364e-13 gene gene
#> 1131 KCNJ8 GNG2 0.9165730 1.156852e-12 gene gene
#> 1132 LRRK2 GNG2 0.9438019 5.329071e-15 gene gene
#> 1133 MECOM GNG2 0.9305973 9.592327e-14 gene gene
#> 1134 PARP8 GNG2 0.9329296 6.039613e-14 gene gene
#> 1135 PDE1B GNG2 0.9159004 1.288969e-12 gene gene
#> 1136 PDGFRB GNG2 0.9007194 1.195466e-11 gene gene
#> 1137 PIK3CG GNG2 0.9472651 2.220446e-15 gene gene
#> 1138 PIK3R5 GNG2 0.9083884 4.072298e-12 gene gene
#> 1139 PRKG1 GNG2 0.9265888 2.056133e-13 gene gene
#> 1140 PTGER4 GNG2 0.9682377 0.000000e+00 gene gene
#> 1141 PTPRB GNG2 0.9306279 9.547918e-14 gene gene
#> 1142 PTPRC GNG2 0.9264137 2.122746e-13 gene gene
#> 1143 S1PR1 GNG2 0.9332593 5.639933e-14 gene gene
#> 1144 SEPSECS GNG2 0.9096562 3.377298e-12 gene gene
#> 1145 SLCO2A1 GNG2 0.9013086 1.104006e-11 gene gene
#> 1146 STARD5 GNG2 0.9039676 7.660095e-12 gene gene
#> 1147 TEK GNG2 0.9341566 4.707346e-14 gene gene
#> 1148 TIE1 GNG2 0.9090429 3.698597e-12 gene gene
#> 1149 ZDHHC2 GNG2 0.9122418 5.680345e-12 gene gene
#> 1150 TNFAIP8L2 GNGT2 0.9039552 1.409664e-09 gene gene
#> 1151 PYCR3 GPAA1 0.9256150 9.148238e-14 gene gene
#> 1152 SLC19A3 GPAM 0.9106719 2.901679e-12 gene gene
#> 1153 LUM GPC6 0.9230877 2.705836e-12 gene gene
#> 1154 IRAK1 GPCPD1 -0.9025090 3.968603e-12 gene gene
#> 1155 PIGH GPCPD1 0.9058235 2.456479e-12 gene gene
#> 1156 LIPE GPD1 0.9139991 6.945555e-13 gene gene
#> 1157 PLIN1 GPD1 0.9235532 3.557155e-13 gene gene
#> 1158 KL GPIHBP1 0.9022163 5.436607e-11 gene gene
#> 1159 PDE2A GPIHBP1 0.9204429 2.342571e-13 gene gene
#> 1160 RAPGEF3 GPIHBP1 0.9127312 8.517631e-13 gene gene
#> 1161 TNFAIP3 GPR183 0.9040665 1.022245e-10 gene gene
#> 1162 PPARG GPX3 0.9102642 1.255440e-12 gene gene
#> 1163 ST6GALNAC6 GPX3 0.9298972 3.974598e-14 gene gene
#> 1164 PKMYT1 GSTM2 -0.9155723 5.369039e-13 gene gene
#> 1165 PLK1 GSTM2 -0.9282744 5.484502e-14 gene gene
#> 1166 PLK4 GSTM2 -0.9194704 2.775558e-13 gene gene
#> 1167 VAMP2 GSTM2 0.9050811 2.739142e-12 gene gene
#> 1168 IRAK3 GUCY1B1 0.9172209 4.078959e-13 gene gene
#> 1169 LACC1 GUCY1B1 0.9102906 1.250555e-12 gene gene
#> 1170 PDGFRB GUCY1B1 0.9265235 7.682743e-14 gene gene
#> 1171 PTPRM GUCY1B1 0.9152322 5.679901e-13 gene gene
#> 1172 SLC8A1 GUCY1B1 0.9177012 3.761436e-13 gene gene
#> 1173 SLCO3A1 GUCY1B1 0.9179359 9.263701e-13 gene gene
#> 1174 MASTL HASPIN 0.9113769 1.055600e-12 gene gene
#> 1175 PLK1 HASPIN 0.9175112 3.883560e-13 gene gene
#> 1176 PLK4 HASPIN 0.9181838 3.463896e-13 gene gene
#> 1177 SLC27A1 HASPIN -0.9182782 3.408385e-13 gene gene
#> 1178 TK2 HASPIN -0.9008646 5.003109e-12 gene gene
#> 1179 TNS2 HASPIN -0.9349013 1.421085e-14 gene gene
#> 1180 HBB HBA1 0.9258488 4.610090e-12 gene gene
#> 1181 MASTL HCCS 0.9118295 9.827694e-13 gene gene
#> 1182 PLK4 HCCS 0.9337303 1.820766e-14 gene gene
#> 1183 TGM2 HCK 0.9040919 7.528200e-12 gene gene
#> 1184 INPP5D HCST 0.9547074 8.881784e-16 gene gene
#> 1185 JAK3 HCST 0.9048948 1.608402e-11 gene gene
#> 1186 LRRK2 HCST 0.9228810 1.058265e-12 gene gene
#> 1187 MAP4K1 HCST 0.9233274 9.809931e-13 gene gene
#> 1188 PARP8 HCST 0.9064726 1.295608e-11 gene gene
#> 1189 PIK3CG HCST 0.9341876 1.332268e-13 gene gene
#> 1190 PIK3R5 HCST 0.9567257 4.440892e-16 gene gene
#> 1191 PRDM1 HCST 0.9207970 1.497691e-12 gene gene
#> 1192 PTGER4 HCST 0.9071426 2.857048e-11 gene gene
#> 1193 PTPN22 HCST 0.9070338 1.198597e-11 gene gene
#> 1194 PTPN7 HCST 0.9231372 1.013190e-12 gene gene
#> 1195 PTPRC HCST 0.9442486 1.509903e-14 gene gene
#> 1196 TNFAIP8 HCST 0.9032571 2.005285e-11 gene gene
#> 1197 TNFAIP8L2 HCST 0.9145173 4.039435e-12 gene gene
#> 1198 ZAP70 HCST 0.9150102 3.747225e-12 gene gene
#> 1199 HERC6 HERC5 0.9480972 4.440892e-16 gene gene
#> 1200 SLC8A1 HEXB 0.9023979 4.031664e-12 gene gene
#> 1201 SLC13A5 HGSNAT 0.9394333 3.956835e-13 gene gene
#> 1202 SLC20A2 HGSNAT 0.9232880 1.407763e-13 gene gene
#> 1203 SLC2A5 HK3 0.9136351 4.615419e-12 gene gene
#> 1204 MELK HMMR 0.9381131 6.883383e-15 gene gene
#> 1205 NEK2 HMMR 0.9415236 3.108624e-15 gene gene
#> 1206 PLK1 HMMR 0.9391330 5.329071e-15 gene gene
#> 1207 PLK4 HMMR 0.9373941 7.993606e-15 gene gene
#> 1208 RRM2 HMMR 0.9154293 5.497824e-13 gene gene
#> 1209 TTK HMMR 0.9216054 1.905143e-13 gene gene
#> 1210 ISCU HNMT 0.9195862 2.722267e-13 gene gene
#> 1211 PDE1A HNMT 0.9143345 1.652456e-12 gene gene
#> 1212 PRKCH HNMT 0.9157810 5.186962e-13 gene gene
#> 1213 TPK1 HNMT 0.9329560 2.131628e-14 gene gene
#> 1214 SUV39H1 HSD17B10 0.9210699 2.096101e-13 gene gene
#> 1215 LRRK2 HSD17B11 0.9063198 1.323253e-11 gene gene
#> 1216 MECOM HSD17B11 0.9201052 1.677325e-12 gene gene
#> 1217 PARP8 HSD17B11 0.9270757 5.100365e-13 gene gene
#> 1218 PDGFRB HSD17B11 0.9065638 1.279377e-11 gene gene
#> 1219 PRKG1 HSD17B11 0.9215313 1.326494e-12 gene gene
#> 1220 PTGER4 HSD17B11 0.9591484 8.881784e-16 gene gene
#> 1221 PTPRB HSD17B11 0.9215292 1.326939e-12 gene gene
#> 1222 S1PR1 HSD17B11 0.9158592 3.288925e-12 gene gene
#> 1223 SLC8A1 HSD17B11 0.9247884 7.633894e-13 gene gene
#> 1224 TEK HSD17B11 0.9292203 3.452794e-13 gene gene
#> 1225 TIE1 HSD17B11 0.9043675 1.727529e-11 gene gene
#> 1226 USB1 HSPA5 0.9068477 2.110312e-12 gene gene
#> 1227 STK35 IDH3B 0.9001845 5.499823e-12 gene gene
#> 1228 PARP12 IDO1 0.9360612 2.640110e-13 gene gene
#> 1229 NEK9 IDS 0.9004495 5.301093e-12 gene gene
#> 1230 RPUSD3 IMPA2 0.9160956 4.924949e-13 gene gene
#> 1231 OGN INMT 0.9055611 1.180037e-09 gene gene
#> 1232 PDE1A INMT 0.9049584 1.261943e-09 gene gene
#> 1233 PDE2A INMT 0.9049622 1.261409e-09 gene gene
#> 1234 TEK INMT 0.9058713 1.139789e-09 gene gene
#> 1235 SLC7A2 INPP4B 0.9245990 1.105782e-13 gene gene
#> 1236 ITK INPP5D 0.9120756 5.545386e-10 gene gene
#> 1237 JAK3 INPP5D 0.9161214 4.902745e-13 gene gene
#> 1238 KCNJ8 INPP5D 0.9042613 3.086420e-12 gene gene
#> 1239 LCK INPP5D 0.9183621 8.637535e-13 gene gene
#> 1240 LRRK2 INPP5D 0.9394131 5.107026e-15 gene gene
#> 1241 MAP4K1 INPP5D 0.9479358 4.440892e-16 gene gene
#> 1242 PARP8 INPP5D 0.9402384 4.218847e-15 gene gene
#> 1243 PDE1B INPP5D 0.9286258 5.107026e-14 gene gene
#> 1244 PIK3CG INPP5D 0.9659720 0.000000e+00 gene gene
#> 1245 PIK3R5 INPP5D 0.9597248 0.000000e+00 gene gene
#> 1246 PRKCB INPP5D 0.9403755 1.221245e-14 gene gene
#> 1247 PRKCH INPP5D 0.9195198 2.753353e-13 gene gene
#> 1248 PTGER4 INPP5D 0.9565467 0.000000e+00 gene gene
#> 1249 PTPN22 INPP5D 0.9004521 5.299317e-12 gene gene
#> 1250 PTPN7 INPP5D 0.9599870 0.000000e+00 gene gene
#> 1251 PTPRC INPP5D 0.9698189 0.000000e+00 gene gene
#> 1252 SEPSECS INPP5D 0.9024012 4.029665e-12 gene gene
#> 1253 SLCO2B1 INPP5D 0.9008090 2.768408e-11 gene gene
#> 1254 ST8SIA4 INPP5D 0.9412803 2.975398e-14 gene gene
#> 1255 TENT2 INPP5D 0.9189664 3.028688e-13 gene gene
#> 1256 TIE1 INPP5D 0.9131280 7.993606e-13 gene gene
#> 1257 TNFAIP8 INPP5D 0.9323018 2.442491e-14 gene gene
#> 1258 TNFAIP8L2 INPP5D 0.9132295 7.864820e-13 gene gene
#> 1259 TPK1 INPP5D 0.9127646 8.473222e-13 gene gene
#> 1260 ZAP70 INPP5D 0.9478077 6.661338e-16 gene gene
#> 1261 PLCD4 INPP5J 0.9083626 1.680434e-12 gene gene
#> 1262 PAPSS1 INSR -0.9117297 9.983125e-13 gene gene
#> 1263 POLI INSR 0.9008038 5.045742e-12 gene gene
#> 1264 SLC35A2 IRAK1 0.9057361 2.488232e-12 gene gene
#> 1265 PLPP1 IRAK3 0.9274347 6.461498e-14 gene gene
#> 1266 PTPRM IRAK3 0.9223771 1.660894e-13 gene gene
#> 1267 JAK3 IRAK4 0.9156133 5.333511e-13 gene gene
#> 1268 LRRK2 IRAK4 0.9092733 1.462830e-12 gene gene
#> 1269 MKNK1 IRAK4 0.9011350 4.817480e-12 gene gene
#> 1270 PARP8 IRAK4 0.9398732 4.440892e-15 gene gene
#> 1271 PIP4K2A IRAK4 0.9029338 3.735456e-12 gene gene
#> 1272 PTPRC IRAK4 0.9173336 4.001244e-13 gene gene
#> 1273 SLCO2A1 IRAK4 0.9194682 2.775558e-13 gene gene
#> 1274 STARD5 IRAK4 0.9085059 1.644462e-12 gene gene
#> 1275 ZAP70 IRAK4 0.9088701 1.555645e-12 gene gene
#> 1276 NCOA6 ISCU -0.9161843 4.851675e-13 gene gene
#> 1277 TENT2 ISCU 0.9046206 2.929434e-12 gene gene
#> 1278 LCK ITK 0.9304307 4.604028e-11 gene gene
#> 1279 PRKCB ITK 0.9094982 7.527032e-10 gene gene
#> 1280 PTPRC ITK 0.9149337 3.908160e-10 gene gene
#> 1281 TXK ITK 0.9244016 1.116334e-10 gene gene
#> 1282 UBASH3A ITK 0.9002459 2.101056e-09 gene gene
#> 1283 ZAP70 ITK 0.9209384 1.797400e-10 gene gene
#> 1284 PTPRM ITPR2 0.9320683 2.553513e-14 gene gene
#> 1285 SNRK JAK1 0.9020877 4.212852e-12 gene gene
#> 1286 LCK JAK3 0.9469091 2.664535e-15 gene gene
#> 1287 LRRK2 JAK3 0.9105163 1.207479e-12 gene gene
#> 1288 MAP4K1 JAK3 0.9405769 3.996803e-15 gene gene
#> 1289 PARP15 JAK3 0.9245142 2.138734e-12 gene gene
#> 1290 PARP8 JAK3 0.9165720 4.547474e-13 gene gene
#> 1291 PIK3R5 JAK3 0.9189816 3.019807e-13 gene gene
#> 1292 PIP4K2A JAK3 0.9035079 3.440581e-12 gene gene
#> 1293 PRKCB JAK3 0.9372941 2.420286e-14 gene gene
#> 1294 PTPN7 JAK3 0.9375575 7.771561e-15 gene gene
#> 1295 PTPRC JAK3 0.9541770 0.000000e+00 gene gene
#> 1296 SLC7A7 JAK3 0.9054292 2.603029e-12 gene gene
#> 1297 TNFAIP8L2 JAK3 0.9025460 3.947731e-12 gene gene
#> 1298 TXK JAK3 0.9095988 1.231499e-10 gene gene
#> 1299 ZAP70 JAK3 0.9336389 1.842970e-14 gene gene
#> 1300 LRRK2 KCNJ8 0.9005669 5.215384e-12 gene gene
#> 1301 MECOM KCNJ8 0.9476328 6.661338e-16 gene gene
#> 1302 PDE1A KCNJ8 0.9412565 9.992007e-15 gene gene
#> 1303 PDE1B KCNJ8 0.9535535 0.000000e+00 gene gene
#> 1304 PLCL1 KCNJ8 0.9142100 1.684874e-12 gene gene
#> 1305 PRKG1 KCNJ8 0.9616117 0.000000e+00 gene gene
#> 1306 PTGER3 KCNJ8 0.9126761 8.593126e-13 gene gene
#> 1307 PTGER4 KCNJ8 0.9337191 5.151435e-14 gene gene
#> 1308 PTPRB KCNJ8 0.9325612 2.309264e-14 gene gene
#> 1309 S1PR1 KCNJ8 0.9305518 3.486100e-14 gene gene
#> 1310 SLCO2A1 KCNJ8 0.9214314 1.967315e-13 gene gene
#> 1311 SLCO2B1 KCNJ8 0.9266612 5.493384e-13 gene gene
#> 1312 ST8SIA4 KCNJ8 0.9057043 1.440181e-11 gene gene
#> 1313 TEK KCNJ8 0.9467631 8.881784e-16 gene gene
#> 1314 TIE1 KCNJ8 0.9327734 2.220446e-14 gene gene
#> 1315 ZDHHC2 KCNJ8 0.9467776 8.215650e-15 gene gene
#> 1316 SBK1 KDM5B 0.9088665 1.556533e-12 gene gene
#> 1317 ZDHHC2 KDSR 0.9023770 2.254019e-11 gene gene
#> 1318 NPR1 KL 0.9281740 1.144862e-12 gene gene
#> 1319 PDE2A KL 0.9570194 1.776357e-15 gene gene
#> 1320 PLPP3 KL 0.9049003 3.845679e-11 gene gene
#> 1321 PTPRB KL 0.9017358 5.778200e-11 gene gene
#> 1322 RAPGEF3 KL 0.9186237 5.491163e-12 gene gene
#> 1323 S1PR1 KL 0.9044893 4.057754e-11 gene gene
#> 1324 TEK KL 0.9090692 2.199885e-11 gene gene
#> 1325 TGFBR2 KL 0.9219456 3.256062e-12 gene gene
#> 1326 SAMHD1 LAP3 0.9266408 7.527312e-14 gene gene
#> 1327 PLPP1 LARGE1 0.9009788 4.924061e-12 gene gene
#> 1328 PTPRM LARGE1 0.9069988 2.063238e-12 gene gene
#> 1329 RIMKLB LARGE1 0.9181439 3.486100e-13 gene gene
#> 1330 MAP4K1 LCK 0.9365062 2.864375e-14 gene gene
#> 1331 PARP15 LCK 0.9271476 1.368683e-12 gene gene
#> 1332 PRKCB LCK 0.9662961 0.000000e+00 gene gene
#> 1333 PTPN7 LCK 0.9487666 1.554312e-15 gene gene
#> 1334 PTPRC LCK 0.9299225 1.094680e-13 gene gene
#> 1335 UBASH3A LCK 0.9530990 6.696865e-13 gene gene
#> 1336 ZAP70 LCK 0.9573878 0.000000e+00 gene gene
#> 1337 VAMP2 LIMK1 -0.9157488 5.215828e-13 gene gene
#> 1338 PLIN1 LIPE 0.9628021 0.000000e+00 gene gene
#> 1339 RDH5 LIPE 0.9063274 2.280176e-12 gene gene
#> 1340 P4HA3 LOXL3 0.9087674 3.852030e-12 gene gene
#> 1341 MECOM LRRK2 0.9101563 1.276756e-12 gene gene
#> 1342 PARP8 LRRK2 0.9444737 1.332268e-15 gene gene
#> 1343 PIK3CG LRRK2 0.9236566 3.492762e-13 gene gene
#> 1344 PIK3R5 LRRK2 0.9129031 8.286705e-13 gene gene
#> 1345 PLCL1 LRRK2 0.9037020 7.948753e-12 gene gene
#> 1346 PRDM8 LRRK2 0.9215219 3.484768e-12 gene gene
#> 1347 PRKCB LRRK2 0.9034335 8.250511e-12 gene gene
#> 1348 PRKG1 LRRK2 0.9093833 1.438405e-12 gene gene
#> 1349 PTGER4 LRRK2 0.9694866 0.000000e+00 gene gene
#> 1350 PTPRB LRRK2 0.9229182 1.505462e-13 gene gene
#> 1351 PTPRC LRRK2 0.9337481 1.798561e-14 gene gene
#> 1352 S1PR1 LRRK2 0.9180397 3.550493e-13 gene gene
#> 1353 SEPSECS LRRK2 0.9228393 1.527667e-13 gene gene
#> 1354 SLCO2A1 LRRK2 0.9097910 1.350919e-12 gene gene
#> 1355 STARD5 LRRK2 0.9200871 2.493561e-13 gene gene
#> 1356 TIE1 LRRK2 0.9166911 4.458656e-13 gene gene
#> 1357 ZAP70 LRRK2 0.9235646 1.336709e-13 gene gene
#> 1358 PTPRD LUM 0.9416044 8.393286e-14 gene gene
#> 1359 VCAN LUM 0.9119188 1.478484e-11 gene gene
#> 1360 NPR1 LYVE1 0.9193616 3.290035e-11 gene gene
#> 1361 TGFBR2 LYVE1 0.9082379 1.462785e-10 gene gene
#> 1362 MAP3K12 MAN1C1 0.9244423 1.136868e-13 gene gene
#> 1363 MECOM MAN1C1 0.9238131 1.278977e-13 gene gene
#> 1364 PDE1A MAN1C1 0.9296123 1.163514e-13 gene gene
#> 1365 PDE3A MAN1C1 0.9127564 8.173129e-11 gene gene
#> 1366 PDE7B MAN1C1 0.9010434 4.879652e-12 gene gene
#> 1367 PLPP3 MAN1C1 0.9114621 1.041389e-12 gene gene
#> 1368 PRKG1 MAN1C1 0.9101861 1.270983e-12 gene gene
#> 1369 PTPRB MAN1C1 0.9410237 3.552714e-15 gene gene
#> 1370 S1PR1 MAN1C1 0.9290741 4.685141e-14 gene gene
#> 1371 TCN2 MAN1C1 0.9041006 3.158807e-12 gene gene
#> 1372 TEK MAN1C1 0.9208332 2.187139e-13 gene gene
#> 1373 TPST2 MAN1C1 0.9179127 3.628209e-13 gene gene
#> 1374 MAP3K12 MAN2B2 0.9040106 3.200107e-12 gene gene
#> 1375 PDE4A MAN2B2 0.9391996 5.329071e-15 gene gene
#> 1376 PIGG MAN2B2 0.9127274 8.522072e-13 gene gene
#> 1377 POLN MAN2B2 0.9051469 2.712941e-12 gene gene
#> 1378 TPST2 MAN2B2 0.9099711 1.313838e-12 gene gene
#> 1379 PLIN1 MAOA 0.9140330 1.732392e-12 gene gene
#> 1380 NEK9 MAP3K12 0.9012074 4.769074e-12 gene gene
#> 1381 POLN MAP3K12 0.9133118 7.762679e-13 gene gene
#> 1382 PRKG1 MAP3K12 0.9162614 4.791723e-13 gene gene
#> 1383 PTPRB MAP3K12 0.9365142 9.769963e-15 gene gene
#> 1384 S1PR1 MAP3K12 0.9137744 7.203127e-13 gene gene
#> 1385 SLC43A1 MAP3K12 0.9150463 5.857537e-13 gene gene
#> 1386 SLC7A2 MAP3K12 0.9054763 2.585043e-12 gene gene
#> 1387 TEK MAP3K12 0.9035735 3.408385e-12 gene gene
#> 1388 TK2 MAP3K12 0.9135335 7.489565e-13 gene gene
#> 1389 TMEM91 MAP3K12 0.9199170 2.566836e-13 gene gene
#> 1390 TPST2 MAP3K12 0.9231791 1.434408e-13 gene gene
#> 1391 PIGU MAP3K14 -0.9047923 2.857270e-12 gene gene
#> 1392 PARP15 MAP4K1 0.9110628 1.668266e-11 gene gene
#> 1393 PARP8 MAP4K1 0.9202908 2.406964e-13 gene gene
#> 1394 PIK3R5 MAP4K1 0.9361435 1.065814e-14 gene gene
#> 1395 PRKCB MAP4K1 0.9261653 2.222666e-13 gene gene
#> 1396 PTPN22 MAP4K1 0.9166540 4.485301e-13 gene gene
#> 1397 PTPN7 MAP4K1 0.9751826 0.000000e+00 gene gene
#> 1398 PTPRC MAP4K1 0.9493074 4.440892e-16 gene gene
#> 1399 TENT2 MAP4K1 0.9019601 4.289458e-12 gene gene
#> 1400 TNFAIP8 MAP4K1 0.9179055 3.632650e-13 gene gene
#> 1401 TNFAIP8L2 MAP4K1 0.9146682 6.230572e-13 gene gene
#> 1402 TXK MAP4K1 0.9254724 1.319611e-11 gene gene
#> 1403 ZAP70 MAP4K1 0.9612888 0.000000e+00 gene gene
#> 1404 SLCO2A1 MAST3 0.9004966 5.266454e-12 gene gene
#> 1405 MELK MASTL 0.9104950 1.211475e-12 gene gene
#> 1406 NEK2 MASTL 0.9005991 5.191847e-12 gene gene
#> 1407 PLK1 MASTL 0.9273309 6.594725e-14 gene gene
#> 1408 PLK4 MASTL 0.9312372 3.019807e-14 gene gene
#> 1409 SRPK1 MASTL 0.9492105 4.440892e-16 gene gene
#> 1410 SUV39H2 MASTL 0.9038924 3.255396e-12 gene gene
#> 1411 TNS2 MASTL -0.9102029 1.267431e-12 gene gene
#> 1412 TTK MASTL 0.9094525 1.423084e-12 gene gene
#> 1413 PARP8 MECOM 0.9172860 4.034550e-13 gene gene
#> 1414 PDE1A MECOM 0.9670994 0.000000e+00 gene gene
#> 1415 PDE1B MECOM 0.9400970 4.440892e-15 gene gene
#> 1416 PLCL1 MECOM 0.9362897 2.997602e-14 gene gene
#> 1417 PRKCH MECOM 0.9098080 1.347367e-12 gene gene
#> 1418 PRKG1 MECOM 0.9620268 0.000000e+00 gene gene
#> 1419 PTGER3 MECOM 0.9117661 9.927614e-13 gene gene
#> 1420 PTGER4 MECOM 0.9148735 1.517897e-12 gene gene
#> 1421 PTPRB MECOM 0.9766969 0.000000e+00 gene gene
#> 1422 S1PR1 MECOM 0.9647745 0.000000e+00 gene gene
#> 1423 SEPSECS MECOM 0.9201122 2.482459e-13 gene gene
#> 1424 SLC40A1 MECOM 0.9050859 2.737366e-12 gene gene
#> 1425 SLC43A1 MECOM 0.9026514 3.888889e-12 gene gene
#> 1426 SLCO2A1 MECOM 0.9144640 6.441514e-13 gene gene
#> 1427 SLCO2B1 MECOM 0.9106955 7.123635e-12 gene gene
#> 1428 SNRK MECOM 0.9164590 4.636291e-13 gene gene
#> 1429 TEK MECOM 0.9656955 0.000000e+00 gene gene
#> 1430 TIE1 MECOM 0.9486544 4.440892e-16 gene gene
#> 1431 ZDHHC2 MECOM 0.9135614 4.666711e-12 gene gene
#> 1432 STK11 MED16 0.9208197 2.191580e-13 gene gene
#> 1433 NEK2 MELK 0.9289193 4.840572e-14 gene gene
#> 1434 PBK MELK 0.9116456 1.011635e-12 gene gene
#> 1435 PLK1 MELK 0.9181555 3.481659e-13 gene gene
#> 1436 RRM2 MELK 0.9365154 9.769963e-15 gene gene
#> 1437 TNS2 MELK -0.9104574 1.218581e-12 gene gene
#> 1438 TTK MELK 0.9677622 0.000000e+00 gene gene
#> 1439 PIK3R5 MICAL1 0.9009520 4.942491e-12 gene gene
#> 1440 SLC7A7 MICAL1 0.9124043 8.972822e-13 gene gene
#> 1441 TIE1 MKNK1 0.9119227 9.685586e-13 gene gene
#> 1442 PPAT MOCS3 0.9071659 2.012612e-12 gene gene
#> 1443 RPS6KA2 MSRA 0.9025224 3.961054e-12 gene gene
#> 1444 MYLK MSRB3 0.9084930 4.010348e-12 gene gene
#> 1445 NUAK1 MSRB3 0.9441503 4.884981e-15 gene gene
#> 1446 PCCA MSRB3 0.9233589 3.681500e-13 gene gene
#> 1447 PDGFRB MSRB3 0.9437284 5.551115e-15 gene gene
#> 1448 PLPP1 MSRB3 0.9473453 2.220446e-15 gene gene
#> 1449 PROS1 MSRB3 0.9126290 5.363709e-12 gene gene
#> 1450 SLCO3A1 MSRB3 0.9314866 8.060219e-14 gene gene
#> 1451 PKMYT1 MYLK -0.9092612 1.465494e-12 gene gene
#> 1452 PLPP3 MYLK 0.9036693 3.361755e-12 gene gene
#> 1453 VAMP2 MYLK 0.9093600 1.443290e-12 gene gene
#> 1454 PLK4 NCOA6 0.9061815 2.329914e-12 gene gene
#> 1455 PDGFRB NDUFC1 -0.9095167 1.409095e-12 gene gene
#> 1456 PTPRE NDUFC1 -0.9013809 4.654277e-12 gene gene
#> 1457 RPS6KA2 NDUFC1 -0.9350533 1.354472e-14 gene gene
#> 1458 SLC8A1 NDUFC1 -0.9387182 5.995204e-15 gene gene
#> 1459 TCN2 NDUFC1 -0.9163685 4.705125e-13 gene gene
#> 1460 PBK NEK2 0.9295651 4.263256e-14 gene gene
#> 1461 PKMYT1 NEK2 0.9085781 1.626477e-12 gene gene
#> 1462 PLK1 NEK2 0.9431261 2.220446e-15 gene gene
#> 1463 PLK4 NEK2 0.9051610 2.707390e-12 gene gene
#> 1464 TTK NEK2 0.9465395 8.881784e-16 gene gene
#> 1465 SETDB2 NEK9 0.9138696 7.094325e-13 gene gene
#> 1466 STARD5 NEK9 0.9106427 1.183942e-12 gene gene
#> 1467 PDE1A NOS3 0.9139283 1.761036e-12 gene gene
#> 1468 S1PR1 NOS3 0.9088004 1.572298e-12 gene gene
#> 1469 PDE2A NPR1 0.9025370 3.952838e-12 gene gene
#> 1470 PLPP5 NSD3 0.9019928 4.269918e-12 gene gene
#> 1471 PDGFRB NUAK1 0.9373971 7.993606e-15 gene gene
#> 1472 PLPP1 NUAK1 0.9211573 2.065015e-13 gene gene
#> 1473 PLK1 NUDT5 0.9225182 1.618705e-13 gene gene
#> 1474 PLK4 NUDT5 0.9026009 3.917089e-12 gene gene
#> 1475 SEPHS1 NUDT5 0.9079223 1.796341e-12 gene gene
#> 1476 SUV39H2 NUDT5 0.9311051 3.108624e-14 gene gene
#> 1477 TTK NUDT5 0.9089905 1.527445e-12 gene gene
#> 1478 UCHL5 NUDT5 0.9059774 2.401190e-12 gene gene
#> 1479 OAS2 OAS1 0.9809053 0.000000e+00 gene gene
#> 1480 OAS3 OAS1 0.9658351 0.000000e+00 gene gene
#> 1481 PARP12 OAS1 0.9543994 0.000000e+00 gene gene
#> 1482 PARP14 OAS1 0.9479920 4.440892e-16 gene gene
#> 1483 PARP9 OAS1 0.9423657 2.664535e-15 gene gene
#> 1484 OAS3 OAS2 0.9700924 0.000000e+00 gene gene
#> 1485 PARP12 OAS2 0.9164485 3.002043e-12 gene gene
#> 1486 PARP14 OAS2 0.9275388 4.694023e-13 gene gene
#> 1487 PARP9 OAS2 0.9337426 1.456613e-13 gene gene
#> 1488 PARP12 OAS3 0.9013932 4.646061e-12 gene gene
#> 1489 PARP14 OAS3 0.9062852 2.294387e-12 gene gene
#> 1490 PAPSS1 OGA -0.9014177 4.630074e-12 gene gene
#> 1491 PARP8 OGA 0.9072936 1.974421e-12 gene gene
#> 1492 PIP4P1 OSGEP 0.9250837 1.010303e-13 gene gene
#> 1493 PTDSS1 OTUD6B 0.9452451 1.332268e-15 gene gene
#> 1494 VCAN P4HA3 0.9071099 1.185940e-11 gene gene
#> 1495 TK1 P4HB 0.9285094 5.240253e-14 gene gene
#> 1496 POLN P4HTM 0.9014129 4.633405e-12 gene gene
#> 1497 SLC27A1 P4HTM 0.9035854 3.402612e-12 gene gene
#> 1498 PPAT PAICS 0.9395197 4.884981e-15 gene gene
#> 1499 PIGH PAPSS1 -0.9062391 2.310152e-12 gene gene
#> 1500 POLN PAPSS1 -0.9249233 1.039169e-13 gene gene
#> 1501 UGT8 PAPSS1 0.9337962 1.776357e-14 gene gene
#> 1502 PARP14 PARP12 0.9591643 0.000000e+00 gene gene
#> 1503 PARP9 PARP12 0.9215732 1.918465e-13 gene gene
#> 1504 PARP9 PARP14 0.9616310 0.000000e+00 gene gene
#> 1505 PRKCB PARP15 0.9446032 4.307665e-14 gene gene
#> 1506 PTPN7 PARP15 0.9236121 2.483125e-12 gene gene
#> 1507 PTPRC PARP15 0.9086738 2.322231e-11 gene gene
#> 1508 TNFAIP8 PARP15 0.9028648 5.004974e-11 gene gene
#> 1509 ZAP70 PARP15 0.9012498 6.143486e-11 gene gene
#> 1510 PIK3CG PARP8 0.9160597 1.256328e-12 gene gene
#> 1511 PIK3R5 PARP8 0.9490638 4.440892e-16 gene gene
#> 1512 PLCL1 PARP8 0.9124017 2.230882e-12 gene gene
#> 1513 PRKG1 PARP8 0.9191702 2.924327e-13 gene gene
#> 1514 PTGER4 PARP8 0.9458044 3.330669e-15 gene gene
#> 1515 PTPN7 PARP8 0.9195747 2.726708e-13 gene gene
#> 1516 PTPRB PARP8 0.9245290 1.119105e-13 gene gene
#> 1517 PTPRC PARP8 0.9618607 0.000000e+00 gene gene
#> 1518 S1PR1 PARP8 0.9079899 1.778133e-12 gene gene
#> 1519 SEPSECS PARP8 0.9400059 4.440892e-15 gene gene
#> 1520 SETDB2 PARP8 0.9126623 8.610890e-13 gene gene
#> 1521 SLC7A7 PARP8 0.9135244 7.500667e-13 gene gene
#> 1522 SLCO2A1 PARP8 0.9360128 1.110223e-14 gene gene
#> 1523 SLCO2B1 PARP8 0.9031952 2.021938e-11 gene gene
#> 1524 ST3GAL5 PARP8 0.9174799 3.903544e-13 gene gene
#> 1525 ST8SIA4 PARP8 0.9327870 1.754152e-13 gene gene
#> 1526 STARD5 PARP8 0.9436546 1.776357e-15 gene gene
#> 1527 TENT2 PARP8 0.9116460 1.011635e-12 gene gene
#> 1528 TIE1 PARP8 0.9056969 2.502665e-12 gene gene
#> 1529 UGCG PARP8 0.9074174 1.938005e-12 gene gene
#> 1530 ZAP70 PARP8 0.9311347 3.108624e-14 gene gene
#> 1531 ZDHHC2 PARP8 0.9214647 1.341371e-12 gene gene
#> 1532 PKMYT1 PBK 0.9102524 1.257883e-12 gene gene
#> 1533 PLK1 PBK 0.9393231 5.329071e-15 gene gene
#> 1534 TTK PBK 0.9118929 9.729995e-13 gene gene
#> 1535 SLC19A3 PCK1 0.9194482 2.638446e-08 gene gene
#> 1536 SLC43A1 PDE10A 0.9057141 2.496225e-12 gene gene
#> 1537 PDE1B PDE1A 0.9219661 4.694023e-13 gene gene
#> 1538 PDE2A PDE1A 0.9145998 1.584954e-12 gene gene
#> 1539 PDE3A PDE1A 0.9095553 1.238352e-10 gene gene
#> 1540 PDK4 PDE1A 0.9150651 1.472600e-12 gene gene
#> 1541 PLCL1 PDE1A 0.9150897 3.701928e-12 gene gene
#> 1542 PLPP3 PDE1A 0.9189318 7.858159e-13 gene gene
#> 1543 PRKCH PDE1A 0.9149062 1.509903e-12 gene gene
#> 1544 PRKG1 PDE1A 0.9403014 1.243450e-14 gene gene
#> 1545 PTGER3 PDE1A 0.9356437 3.441691e-14 gene gene
#> 1546 PTGER4 PDE1A 0.9144607 4.074296e-12 gene gene
#> 1547 PTPRB PDE1A 0.9657455 0.000000e+00 gene gene
#> 1548 S1PR1 PDE1A 0.9677138 0.000000e+00 gene gene
#> 1549 SLC40A1 PDE1A 0.9167218 1.129319e-12 gene gene
#> 1550 TEK PDE1A 0.9675572 0.000000e+00 gene gene
#> 1551 TIE1 PDE1A 0.9118381 2.431833e-12 gene gene
#> 1552 PIK3CG PDE1B 0.9133073 1.939782e-12 gene gene
#> 1553 PIK3R5 PDE1B 0.9128683 8.333334e-13 gene gene
#> 1554 PRKG1 PDE1B 0.9295925 4.218847e-14 gene gene
#> 1555 PTGER3 PDE1B 0.9046096 2.934097e-12 gene gene
#> 1556 PTGER4 PDE1B 0.9235847 3.537171e-13 gene gene
#> 1557 PTPRB PDE1B 0.9208436 2.182698e-13 gene gene
#> 1558 PTPRC PDE1B 0.9088456 1.561418e-12 gene gene
#> 1559 S1PR1 PDE1B 0.9195946 2.717826e-13 gene gene
#> 1560 SLCO2A1 PDE1B 0.9269175 7.149836e-14 gene gene
#> 1561 SLCO2B1 PDE1B 0.9405243 3.530509e-14 gene gene
#> 1562 ST8SIA4 PDE1B 0.9137463 4.538592e-12 gene gene
#> 1563 TEK PDE1B 0.9075605 1.896927e-12 gene gene
#> 1564 TIE1 PDE1B 0.9338121 1.776357e-14 gene gene
#> 1565 ZDHHC2 PDE1B 0.9029859 2.079115e-11 gene gene
#> 1566 PDK4 PDE2A 0.9177848 3.708145e-13 gene gene
#> 1567 PLPP3 PDE2A 0.9031656 3.613776e-12 gene gene
#> 1568 PTPRB PDE2A 0.9000114 5.633272e-12 gene gene
#> 1569 RAPGEF3 PDE2A 0.9273833 6.528111e-14 gene gene
#> 1570 S1PR1 PDE2A 0.9120236 9.530154e-13 gene gene
#> 1571 SLC40A1 PDE2A 0.9006919 5.125234e-12 gene gene
#> 1572 TEK PDE2A 0.9138284 7.140954e-13 gene gene
#> 1573 TGFBR2 PDE2A 0.9254103 9.503509e-14 gene gene
#> 1574 TNS2 PDE2A 0.9235979 1.330047e-13 gene gene
#> 1575 SLC43A1 PDE3A 0.9265663 1.111422e-11 gene gene
#> 1576 PDGFRB PDE4A 0.9061318 2.347011e-12 gene gene
#> 1577 PLA2G4C PDE4A 0.9049607 2.787770e-12 gene gene
#> 1578 PLPP3 PDE7B 0.9131265 7.995826e-13 gene gene
#> 1579 PTPRB PDE7B 0.9049846 2.778222e-12 gene gene
#> 1580 S1PR1 PDE7B 0.9162991 4.760636e-13 gene gene
#> 1581 TEK PDE7B 0.9029485 3.727685e-12 gene gene
#> 1582 SLC25A22 PDF 0.9309197 3.241851e-14 gene gene
#> 1583 PLPP1 PDGFRB 0.9100828 1.291411e-12 gene gene
#> 1584 RPS6KA2 PDGFRB 0.9011238 4.825029e-12 gene gene
#> 1585 SLC8A1 PDGFRB 0.9256833 9.015011e-14 gene gene
#> 1586 SLCO3A1 PDGFRB 0.9159465 1.279421e-12 gene gene
#> 1587 VCAN PDGFRB 0.9003152 1.262213e-11 gene gene
#> 1588 PTGER3 PDK4 0.9446361 1.332268e-15 gene gene
#> 1589 PTPRB PDK4 0.9000773 5.582201e-12 gene gene
#> 1590 S1PR1 PDK4 0.9035478 3.420819e-12 gene gene
#> 1591 SLC40A1 PDK4 0.9137926 7.183143e-13 gene gene
#> 1592 SUV39H2 PDSS1 0.9161798 4.856116e-13 gene gene
#> 1593 TTK PDSS1 0.9043846 3.031575e-12 gene gene
#> 1594 UCHL5 PDSS1 0.9258923 8.659740e-14 gene gene
#> 1595 VAMP2 PDSS1 -0.9032795 3.555378e-12 gene gene
#> 1596 ST6GALNAC6 PHYKPL 0.9057720 2.475131e-12 gene gene
#> 1597 PNPLA4 PIGG 0.9219209 1.803002e-13 gene gene
#> 1598 SUV39H2 PIGG -0.9128068 8.415491e-13 gene gene
#> 1599 POLI PIGH 0.9168598 4.334311e-13 gene gene
#> 1600 PTPN7 PIK3CD 0.9002498 5.450307e-12 gene gene
#> 1601 PIK3R5 PIK3CG 0.9429645 6.661338e-15 gene gene
#> 1602 PRKCB PIK3CG 0.9171416 2.693845e-12 gene gene
#> 1603 PTGER4 PIK3CG 0.9533792 1.332268e-15 gene gene
#> 1604 PTPN7 PIK3CG 0.9119960 2.373879e-12 gene gene
#> 1605 PTPRC PIK3CG 0.9611947 0.000000e+00 gene gene
#> 1606 ST8SIA4 PIK3CG 0.9168852 2.804423e-12 gene gene
#> 1607 TNFAIP8L2 PIK3CG 0.9179289 9.274803e-13 gene gene
#> 1608 PRDM1 PIK3R5 0.9366121 9.769963e-15 gene gene
#> 1609 PTGER4 PIK3R5 0.9244086 3.055334e-13 gene gene
#> 1610 PTPN7 PIK3R5 0.9506781 4.440892e-16 gene gene
#> 1611 PTPRC PIK3R5 0.9788964 0.000000e+00 gene gene
#> 1612 PTPRO PIK3R5 0.9362505 8.770762e-14 gene gene
#> 1613 RAP1A PIK3R5 0.9049084 2.809308e-12 gene gene
#> 1614 SLC7A7 PIK3R5 0.9557844 0.000000e+00 gene gene
#> 1615 SLCO2A1 PIK3R5 0.9188728 3.077538e-13 gene gene
#> 1616 SLCO2B1 PIK3R5 0.9283968 4.016787e-13 gene gene
#> 1617 ST8SIA4 PIK3R5 0.9706706 0.000000e+00 gene gene
#> 1618 TNFAIP8 PIK3R5 0.9141691 6.759038e-13 gene gene
#> 1619 TNFAIP8L2 PIK3R5 0.9238412 1.272316e-13 gene gene
#> 1620 TPP1 PIK3R5 0.9057325 2.489564e-12 gene gene
#> 1621 ZAP70 PIK3R5 0.9257108 8.970602e-14 gene gene
#> 1622 PRUNE1 PIP5K1A 0.9129872 8.175682e-13 gene gene
#> 1623 SETDB1 PIP5K1A 0.9155612 5.380141e-13 gene gene
#> 1624 RAP1A PIPOX 0.9096220 3.394618e-12 gene gene
#> 1625 ST8SIA4 PIPOX 0.9023653 5.334577e-11 gene gene
#> 1626 PLK1 PKMYT1 0.9314050 2.930989e-14 gene gene
#> 1627 PLK4 PKMYT1 0.9151303 5.777601e-13 gene gene
#> 1628 PLPP3 PKMYT1 -0.9109334 1.131539e-12 gene gene
#> 1629 PSPH PKMYT1 0.9008764 4.995115e-12 gene gene
#> 1630 PTPN22 PLCB2 0.9098101 1.346923e-12 gene gene
#> 1631 RAP1A PLCB2 0.9167921 4.383161e-13 gene gene
#> 1632 ST8SIA4 PLCB2 0.9054083 1.499734e-11 gene gene
#> 1633 TPK1 PLCB2 0.9499970 4.440892e-16 gene gene
#> 1634 PRKG1 PLCL1 0.9325082 6.572520e-14 gene gene
#> 1635 PTGER3 PLCL1 0.9022971 9.649170e-12 gene gene
#> 1636 PTGER4 PLCL1 0.9135419 4.680256e-12 gene gene
#> 1637 PTPRB PLCL1 0.9550180 2.220446e-16 gene gene
#> 1638 S1PR1 PLCL1 0.9409195 1.065814e-14 gene gene
#> 1639 SLCO2A1 PLCL1 0.9333001 5.595524e-14 gene gene
#> 1640 SLCO2B1 PLCL1 0.9220628 1.214140e-12 gene gene
#> 1641 TEK PLCL1 0.9219086 4.742873e-13 gene gene
#> 1642 TIE1 PLCL1 0.9219017 4.747314e-13 gene gene
#> 1643 RDH5 PLIN1 0.9500174 1.110223e-15 gene gene
#> 1644 PLK4 PLK1 0.9668259 0.000000e+00 gene gene
#> 1645 SRPK1 PLK1 0.9071156 2.027711e-12 gene gene
#> 1646 SUV39H2 PLK1 0.9178561 3.663736e-13 gene gene
#> 1647 TNS2 PLK1 -0.9291528 4.618528e-14 gene gene
#> 1648 TRMO PLK1 -0.9131145 8.011369e-13 gene gene
#> 1649 TTK PLK1 0.9251526 9.969803e-14 gene gene
#> 1650 SRPK1 PLK4 0.9013689 4.662049e-12 gene gene
#> 1651 SUV39H2 PLK4 0.9080442 1.763478e-12 gene gene
#> 1652 TNS2 PLK4 -0.9243766 1.152411e-13 gene gene
#> 1653 PROS1 PLPP1 0.9513904 2.442491e-15 gene gene
#> 1654 PTPRM PLPP1 0.9296451 4.174439e-14 gene gene
#> 1655 ST6GALNAC6 PLPP1 0.9186247 3.210765e-13 gene gene
#> 1656 PTPRB PLPP3 0.9086803 1.601386e-12 gene gene
#> 1657 S1PR1 PLPP3 0.9145052 6.399326e-13 gene gene
#> 1658 TEK PLPP3 0.9070982 2.033040e-12 gene gene
#> 1659 TGFBR2 PLPP3 0.9110854 1.104894e-12 gene gene
#> 1660 PTEN POLI 0.9194467 2.788880e-13 gene gene
#> 1661 ZADH2 POLI 0.9346395 1.487699e-14 gene gene
#> 1662 SEPSECS POLK 0.9076829 1.862288e-12 gene gene
#> 1663 PTPRB POLN 0.9035058 3.441691e-12 gene gene
#> 1664 SLC7A2 POLN 0.9090684 1.509459e-12 gene gene
#> 1665 UGT8 POLN -0.9287352 5.018208e-14 gene gene
#> 1666 RRM2 POLQ 0.9064886 2.226219e-12 gene gene
#> 1667 TK1 POLQ 0.9145242 6.377121e-13 gene gene
#> 1668 RRM1 PPP2R5D 0.9174139 3.947953e-13 gene gene
#> 1669 ST8SIA4 PRDM1 0.9194908 1.853184e-12 gene gene
#> 1670 TPP1 PRDM1 0.9163385 4.729550e-13 gene gene
#> 1671 PTGER4 PRDM8 0.9201067 4.360512e-12 gene gene
#> 1672 TRMO PRDX4 -0.9047264 2.884804e-12 gene gene
#> 1673 PTPN7 PRKCB 0.9424251 7.549517e-15 gene gene
#> 1674 PTPRC PRKCB 0.9511774 8.881784e-16 gene gene
#> 1675 TNFAIP8 PRKCB 0.9007529 1.190070e-11 gene gene
#> 1676 ZAP70 PRKCB 0.9312831 8.393286e-14 gene gene
#> 1677 PTGER4 PRKCH 0.9036376 8.020251e-12 gene gene
#> 1678 S1PR1 PRKCH 0.9050161 2.765344e-12 gene gene
#> 1679 SLC12A6 PRKCH 0.9183886 3.343992e-13 gene gene
#> 1680 TPK1 PRKCH 0.9290828 4.685141e-14 gene gene
#> 1681 SLC43A1 PRKD1 0.9036381 3.376854e-12 gene gene
#> 1682 PTGER3 PRKG1 0.9148500 6.048495e-13 gene gene
#> 1683 PTGER4 PRKG1 0.9317918 7.593925e-14 gene gene
#> 1684 PTPRB PRKG1 0.9622456 0.000000e+00 gene gene
#> 1685 PTPRD PRKG1 0.9077124 4.494627e-12 gene gene
#> 1686 S1PR1 PRKG1 0.9401084 4.440892e-15 gene gene
#> 1687 SEPSECS PRKG1 0.9063283 2.279954e-12 gene gene
#> 1688 SLC43A1 PRKG1 0.9121481 9.345857e-13 gene gene
#> 1689 SLCO2A1 PRKG1 0.9358206 1.154632e-14 gene gene
#> 1690 SLCO2B1 PRKG1 0.9295306 3.259615e-13 gene gene
#> 1691 TEK PRKG1 0.9512029 2.220446e-16 gene gene
#> 1692 TIE1 PRKG1 0.9389235 5.773160e-15 gene gene
#> 1693 ZDHHC2 PRKG1 0.9420350 2.531308e-14 gene gene
#> 1694 ZADH2 PTEN 0.9029435 3.730349e-12 gene gene
#> 1695 PTPRB PTGER3 0.9316671 2.775558e-14 gene gene
#> 1696 S1PR1 PTGER3 0.9355165 1.243450e-14 gene gene
#> 1697 SLC40A1 PTGER3 0.9196903 2.673417e-13 gene gene
#> 1698 TEK PTGER3 0.9280408 5.728751e-14 gene gene
#> 1699 PTPRB PTGER4 0.9261471 2.229328e-13 gene gene
#> 1700 PTPRC PTGER4 0.9355308 3.530509e-14 gene gene
#> 1701 S1PR1 PTGER4 0.9320948 7.149836e-14 gene gene
#> 1702 SEPSECS PTGER4 0.9060400 5.718537e-12 gene gene
#> 1703 SLCO2A1 PTGER4 0.9121258 2.327250e-12 gene gene
#> 1704 SLCO2B1 PTGER4 0.9205306 1.564526e-12 gene gene
#> 1705 ST8SIA4 PTGER4 0.9094855 8.480772e-12 gene gene
#> 1706 STARD5 PTGER4 0.9106585 2.907452e-12 gene gene
#> 1707 TEK PTGER4 0.9219489 4.709566e-13 gene gene
#> 1708 TIE1 PTGER4 0.9206868 5.848655e-13 gene gene
#> 1709 ZDHHC2 PTGER4 0.9142861 4.183542e-12 gene gene
#> 1710 PTPN7 PTPN22 0.9436334 1.776357e-15 gene gene
#> 1711 RAP1A PTPN22 0.9159016 5.084821e-13 gene gene
#> 1712 ST8SIA4 PTPN22 0.9138965 4.437339e-12 gene gene
#> 1713 TNFAIP8 PTPN22 0.9264960 7.727152e-14 gene gene
#> 1714 TNFAIP8L2 PTPN22 0.9204949 2.322587e-13 gene gene
#> 1715 PTPRC PTPN7 0.9649503 0.000000e+00 gene gene
#> 1716 RAP1A PTPN7 0.9134416 7.602807e-13 gene gene
#> 1717 ST8SIA4 PTPN7 0.9243426 8.244516e-13 gene gene
#> 1718 TENT2 PTPN7 0.9049088 2.808864e-12 gene gene
#> 1719 TNFAIP8 PTPN7 0.9550097 0.000000e+00 gene gene
#> 1720 TNFAIP8L2 PTPN7 0.9390577 5.551115e-15 gene gene
#> 1721 UBASH3A PTPN7 0.9296764 5.165379e-11 gene gene
#> 1722 ZAP70 PTPN7 0.9506275 4.440892e-16 gene gene
#> 1723 RPS6KA2 PTPRB 0.9136877 7.305268e-13 gene gene
#> 1724 S1PR1 PTPRB 0.9827064 0.000000e+00 gene gene
#> 1725 SEPSECS PTPRB 0.9245596 1.114664e-13 gene gene
#> 1726 SERINC1 PTPRB 0.9110848 1.104894e-12 gene gene
#> 1727 SLC40A1 PTPRB 0.9253792 9.547918e-14 gene gene
#> 1728 SLC43A1 PTPRB 0.9099018 1.327827e-12 gene gene
#> 1729 SLCO2A1 PTPRB 0.9398811 4.440892e-15 gene gene
#> 1730 SLCO2B1 PTPRB 0.9106824 7.137402e-12 gene gene
#> 1731 SNRK PTPRB 0.9198423 2.602363e-13 gene gene
#> 1732 TEK PTPRB 0.9729261 0.000000e+00 gene gene
#> 1733 TIE1 PTPRB 0.9480317 4.440892e-16 gene gene
#> 1734 TMEM91 PTPRB 0.9139990 6.945555e-13 gene gene
#> 1735 TPST2 PTPRB 0.9205456 2.300382e-13 gene gene
#> 1736 ZDHHC2 PTPRB 0.9127129 5.297096e-12 gene gene
#> 1737 PTPRO PTPRC 0.9230124 1.034950e-12 gene gene
#> 1738 SEPSECS PTPRC 0.9062475 2.307265e-12 gene gene
#> 1739 SLC7A7 PTPRC 0.9416967 3.108624e-15 gene gene
#> 1740 SLCO2A1 PTPRC 0.9170109 4.225509e-13 gene gene
#> 1741 SLCO2B1 PTPRC 0.9008807 2.742739e-11 gene gene
#> 1742 ST8SIA4 PTPRC 0.9616076 0.000000e+00 gene gene
#> 1743 STARD5 PTPRC 0.9073181 1.967315e-12 gene gene
#> 1744 TNFAIP8 PTPRC 0.9280445 5.728751e-14 gene gene
#> 1745 TNFAIP8L2 PTPRC 0.9220455 1.763034e-13 gene gene
#> 1746 ZAP70 PTPRC 0.9410750 3.552714e-15 gene gene
#> 1747 VCAN PTPRD 0.9143274 1.654232e-12 gene gene
#> 1748 SLC8A1 PTPRE 0.9064947 2.224221e-12 gene gene
#> 1749 SLCO2A1 PTPRE 0.9084841 1.649791e-12 gene gene
#> 1750 RIMKLB PTPRM 0.9425213 2.442491e-15 gene gene
#> 1751 SLC2A5 PTPRO 0.9389628 4.973799e-14 gene gene
#> 1752 SLC7A7 PTPRO 0.9599202 2.220446e-16 gene gene
#> 1753 SLC8A1 PTPRO 0.9077103 1.090505e-11 gene gene
#> 1754 ST8SIA4 PTPRO 0.9554691 8.881784e-16 gene gene
#> 1755 TPP1 PTPRO 0.9149074 3.806511e-12 gene gene
#> 1756 SLC7A10 PTPRQ 0.9029399 5.081680e-08 gene gene
#> 1757 ST8SIA4 RAP1A 0.9496043 3.996803e-15 gene gene
#> 1758 TNFAIP8 RAP1A 0.9196901 2.673417e-13 gene gene
#> 1759 TPK1 RAP1A 0.9110266 1.115108e-12 gene gene
#> 1760 TPP1 RAP1A 0.9258124 8.792966e-14 gene gene
#> 1761 ST6GALNAC1 RAPGEF3 0.9304439 1.002153e-09 gene gene
#> 1762 TNS2 RAPGEF3 0.9163498 4.720668e-13 gene gene
#> 1763 TPO RAPGEF3 0.9506282 8.881784e-16 gene gene
#> 1764 SLCO2A1 RAPGEF4 0.9195880 2.720046e-13 gene gene
#> 1765 TPP1 RENBP 0.9036286 3.381295e-12 gene gene
#> 1766 RPS9 RPL13A 0.9303464 3.641532e-14 gene gene
#> 1767 RPL23 RPL21 0.9102947 1.249667e-12 gene gene
#> 1768 RPS23 RPL21 0.9089336 1.540545e-12 gene gene
#> 1769 RPL4 RPL22 0.9088770 1.554090e-12 gene gene
#> 1770 RPL23A RPL23 0.9356599 1.199041e-14 gene gene
#> 1771 RPL6 RPL23 0.9014010 4.641176e-12 gene gene
#> 1772 RPS23 RPL23 0.9104184 1.225908e-12 gene gene
#> 1773 RPS23 RPL23A 0.9267910 7.327472e-14 gene gene
#> 1774 RPS15A RPL37 0.9125035 8.832934e-13 gene gene
#> 1775 RPS18 RPS10 0.9208840 2.167155e-13 gene gene
#> 1776 RPS8 RPS25 0.9085903 1.623590e-12 gene gene
#> 1777 TCN2 RPS6KA2 0.9304146 3.597123e-14 gene gene
#> 1778 TPST2 RPS6KA2 0.9105627 1.198597e-12 gene gene
#> 1779 SEPSECS S1PR1 0.9076962 1.858513e-12 gene gene
#> 1780 SLC40A1 S1PR1 0.9321842 2.486900e-14 gene gene
#> 1781 SLC43A1 S1PR1 0.9116101 1.017408e-12 gene gene
#> 1782 SLCO2A1 S1PR1 0.9280571 5.728751e-14 gene gene
#> 1783 SLCO2B1 S1PR1 0.9016351 2.485345e-11 gene gene
#> 1784 SNRK S1PR1 0.9327316 2.220446e-14 gene gene
#> 1785 TEK S1PR1 0.9775779 0.000000e+00 gene gene
#> 1786 TIE1 S1PR1 0.9395226 4.884981e-15 gene gene
#> 1787 TPST2 S1PR1 0.9073889 1.946443e-12 gene gene
#> 1788 ZDHHC2 S1PR1 0.9090260 9.055423e-12 gene gene
#> 1789 ST8SIA5 SECISBP2 -0.9004531 2.055592e-09 gene gene
#> 1790 SUV39H2 SEPHS1 0.9264246 7.838175e-14 gene gene
#> 1791 SETDB2 SEPSECS 0.9587409 0.000000e+00 gene gene
#> 1792 STARD5 SEPSECS 0.9017918 4.392708e-12 gene gene
#> 1793 TEK SEPSECS 0.9079852 1.779465e-12 gene gene
#> 1794 TENT2 SEPSECS 0.9109547 1.127543e-12 gene gene
#> 1795 ZDHHC2 SEPSECS 0.9106526 7.168266e-12 gene gene
#> 1796 STARD5 SETDB2 0.9115728 1.023404e-12 gene gene
#> 1797 SLC19A3 SIK2 0.9053233 6.331602e-12 gene gene
#> 1798 SLC2A4 SIK2 0.9227025 4.130030e-13 gene gene
#> 1799 SLC2A4 SLC19A3 0.9054820 1.484679e-11 gene gene
#> 1800 SLC35A2 SLC25A10 0.9059226 2.420730e-12 gene gene
#> 1801 TMEM91 SLC27A1 0.9060157 2.387868e-12 gene gene
#> 1802 SLC7A7 SLC2A5 0.9238942 3.348433e-13 gene gene
#> 1803 TPK1 SLC35A2 -0.9015189 4.564793e-12 gene gene
#> 1804 SLC7A7 SLC38A5 0.9255480 1.798561e-12 gene gene
#> 1805 TEK SLC43A1 0.9113193 1.064926e-12 gene gene
#> 1806 SLC8A1 SLC7A7 0.9294377 4.352074e-14 gene gene
#> 1807 ST8SIA4 SLC7A7 0.9472505 7.105427e-15 gene gene
#> 1808 TNFAIP8L2 SLC7A7 0.9137243 7.260859e-13 gene gene
#> 1809 SLCO3A1 SLC8A1 0.9042558 7.357670e-12 gene gene
#> 1810 TGM2 SLC8A1 0.9290362 4.707346e-14 gene gene
#> 1811 VCAN SLC8A1 0.9047632 6.852297e-12 gene gene
#> 1812 SLCO2B1 SLCO2A1 0.9188228 2.063683e-12 gene gene
#> 1813 ST3GAL5 SLCO2A1 0.9001207 5.548673e-12 gene gene
#> 1814 ST8SIA4 SLCO2B1 0.9261319 1.628919e-12 gene gene
#> 1815 TIE1 SLCO2B1 0.9308385 2.551293e-13 gene gene
#> 1816 ZDHHC2 SLCO2B1 0.9047132 3.940959e-11 gene gene
#> 1817 TEK SNRK 0.9278273 5.995204e-14 gene gene
#> 1818 SUV39H2 SRPK1 0.9341708 1.643130e-14 gene gene
#> 1819 TNS2 SRPK1 -0.9092295 1.472600e-12 gene gene
#> 1820 TTK SRPK1 0.9048970 2.813749e-12 gene gene
#> 1821 TBXAS1 ST3GAL5 0.9050998 2.731593e-12 gene gene
#> 1822 TPO ST6GALNAC1 0.9214061 3.085798e-09 gene gene
#> 1823 TNFAIP8 ST8SIA4 0.9078166 1.074363e-11 gene gene
#> 1824 TNFAIP8L2 ST8SIA4 0.9036369 1.905986e-11 gene gene
#> 1825 TPP1 ST8SIA4 0.9395812 4.352074e-14 gene gene
#> 1826 ZDHHC2 ST8SIA4 0.9117934 6.068479e-12 gene gene
#> 1827 TRABD2A STAMBPL1 0.9067805 2.131628e-12 gene gene
#> 1828 TTK SUV39H2 0.9148120 6.084022e-13 gene gene
#> 1829 UCHL5 SUV39H2 0.9186640 3.190781e-13 gene gene
#> 1830 TIE1 TEK 0.9356824 1.199041e-14 gene gene
#> 1831 ZDHHC2 TEK 0.9100361 7.836176e-12 gene gene
#> 1832 ZDHHC2 TIE1 0.9003454 2.940004e-11 gene gene
#> 1833 TNFAIP8L2 TNFAIP8 0.9259031 8.659740e-14 gene gene
#> 1834 TTK TNS2 -0.9129564 8.215650e-13 gene gene
#> 1835 TPSB2 TPSAB1 0.9478920 2.080558e-12 gene gene
#> 1836 ZAP70 UBASH3A 0.9271159 7.563061e-11 gene gene
#>
#> $p
#> NULL
#>