Name Time from Specimen Diagnosis to Death Time from Specimen Diagnosis to Death Time from Specimen Diagnosis to Death Time from Specimen Diagnosis to Death ResultType HazardRatio Wald_P Q C_index CD38|952 0.8 8.296e-11 1.5e-06 0.318 EAF2|55840 0.65 1.876e-10 3.4e-06 0.317 SAMSN1|64092 0.77 3.927e-10 7.1e-06 0.322 ANKRD22|118932 0.8 6.361e-10 1.2e-05 0.329 CXCL10|3627 0.8 7.827e-10 1.4e-05 0.317 CCL8|6355 0.77 8.584e-10 1.6e-05 0.327 SRGN|5552 0.65 8.785e-10 1.6e-05 0.332 GCH1|2643 0.67 9.341e-10 1.7e-05 0.319 GBP2|2634 0.72 1.025e-09 1.9e-05 0.328 C21ORF7|56911 0.66 1.127e-09 2e-05 0.334 STAT4|6775 0.74 1.324e-09 2.4e-05 0.328 B2M|567 0.64 1.493e-09 2.7e-05 0.329 MLKL|197259 0.63 1.893e-09 3.4e-05 0.332 TFEC|22797 0.72 2.047e-09 3.7e-05 0.337 GBP1|2633 0.76 2.055e-09 3.7e-05 0.328 LAG3|3902 0.8 2.304e-09 4.2e-05 0.333 PIK3R2|5296 2.4 2.913e-09 5.3e-05 0.676 CD72|971 0.73 3.194e-09 5.8e-05 0.329 GBP5|115362 0.82 3.862e-09 7e-05 0.329 CXCL13|10563 0.85 4.831e-09 8.7e-05 0.33 PTPN22|26191 0.77 5.192e-09 9.4e-05 0.325 ZNRF2|223082 0.54 7.942e-09 0.00014 0.34 CMAH|8418 0.71 8.049e-09 0.00015 0.342 CD80|941 0.77 8.568e-09 0.00015 0.326 EPSTI1|94240 0.76 9.233e-09 0.00017 0.349 CLEC4A|50856 0.7 1.023e-08 0.00018 0.351 IL2RA|3559 0.79 1.087e-08 2e-04 0.328 KLHDC7B|113730 0.78 1.128e-08 2e-04 0.342 CYB5R4|51167 0.61 1.48e-08 0.00027 0.381 TMSL3|7117 0.7 1.57e-08 0.00028 0.346 HLA-DMB|3109 0.75 1.74e-08 0.00031 0.34 GPR171|29909 0.8 1.767e-08 0.00032 0.328 HLA-DQB1|3119 0.79 2.235e-08 4e-04 0.354 MNDA|4332 0.78 2.318e-08 0.00042 0.346 CXCL11|6373 0.83 2.331e-08 0.00042 0.326 ATP8B4|79895 0.74 2.517e-08 0.00045 0.353 HCP5|10866 0.78 2.542e-08 0.00046 0.342 IL21R|50615 0.81 2.557e-08 0.00046 0.336 RAB8B|51762 0.51 2.587e-08 0.00047 0.359 CD86|942 0.76 2.594e-08 0.00047 0.34 MEI1|150365 0.79 2.601e-08 0.00047 0.335 PARP9|83666 0.67 2.76e-08 5e-04 0.344 AKAP5|9495 0.76 2.878e-08 0.00052 0.328 STAC3|246329 0.69 2.88e-08 0.00052 0.353 IDO1|3620 0.83 3.158e-08 0.00057 0.338 ZBP1|81030 0.83 3.837e-08 0.00069 0.334 GRWD1|83743 2.7 3.842e-08 0.00069 0.65 CXCL9|4283 0.84 4.161e-08 0.00075 0.338 GPR84|53831 0.77 4.232e-08 0.00076 0.356 CLEC7A|64581 0.77 4.598e-08 0.00083 0.35 HLA-DMA|3108 0.73 4.785e-08 0.00086 0.352 SH2D1A|4068 0.82 4.934e-08 0.00089 0.331 FAM26F|441168 0.79 4.989e-08 9e-04 0.339 HLA-DOA|3111 0.81 5.842e-08 0.0011 0.334 GZMA|3001 0.82 6.161e-08 0.0011 0.333 MGC29506|51237 0.87 6.335e-08 0.0011 0.351 APOBEC3G|60489 0.77 6.489e-08 0.0012 0.316 PHF11|51131 0.62 6.746e-08 0.0012 0.363 MS4A6A|64231 0.74 6.931e-08 0.0012 0.349 LAP3|51056 0.54 7.284e-08 0.0013 0.351 RAP1A|5906 0.49 7.526e-08 0.0014 0.364 NCF1B|654816 0.77 7.651e-08 0.0014 0.354 PUS10|150962 0.55 7.902e-08 0.0014 0.374 MITD1|129531 0.46 8.057e-08 0.0015 0.341 TRAT1|50852 0.81 8.261e-08 0.0015 0.331 HAPLN3|145864 0.71 8.621e-08 0.0016 0.339 SLAMF1|6504 0.84 8.647e-08 0.0016 0.325 RASSF4|83937 0.67 8.971e-08 0.0016 0.357 PARP12|64761 0.7 9.193e-08 0.0017 0.354 KLRD1|3824 0.82 9.842e-08 0.0018 0.33 SLC31A2|1318 0.61 1.038e-07 0.0019 0.361 WIPF1|7456 0.71 1.092e-07 0.002 0.367 IPCEF1|26034 0.77 1.093e-07 0.002 0.334 VNN2|8875 0.78 1.118e-07 0.002 0.34 SP140|11262 0.79 1.135e-07 0.002 0.342 SOD2|6648 0.6 1.168e-07 0.0021 0.346 GIMAP7|168537 0.74 1.246e-07 0.0022 0.345 CCL4|6351 0.8 1.251e-07 0.0023 0.338 IFIH1|64135 0.7 1.268e-07 0.0023 0.364 GAB3|139716 0.71 1.398e-07 0.0025 0.346 JSRP1|126306 0.82 1.401e-07 0.0025 0.352 BIRC3|330 0.8 1.417e-07 0.0026 0.349 HLA-DRA|3122 0.82 1.435e-07 0.0026 0.341 IGJ|3512 0.88 1.478e-07 0.0027 0.343 PDCD1LG2|80380 0.79 1.478e-07 0.0027 0.345 HCG26|352961 0.78 1.514e-07 0.0027 0.344 TIGIT|201633 0.84 1.533e-07 0.0028 0.337 FCGR3A|2214 0.79 1.537e-07 0.0028 0.346 FGD1|2245 1.97 1.601e-07 0.0029 0.654 STAT1|6772 0.67 1.611e-07 0.0029 0.353 CD1D|912 0.71 1.64e-07 0.003 0.352 GIMAP2|26157 0.75 1.641e-07 0.003 0.348 NMI|9111 0.68 1.645e-07 0.003 0.345 CCR2|729230 0.8 1.65e-07 0.003 0.359 EVI2B|2124 0.78 1.745e-07 0.0031 0.349 CD3D|915 0.84 1.749e-07 0.0031 0.345 DRAM1|55332 0.64 1.873e-07 0.0034 0.343 ACTR3|10096 0.42 1.933e-07 0.0035 0.374 FGL2|10875 0.81 2.05e-07 0.0037 0.355 CD74|972 0.78 2.056e-07 0.0037 0.349 AIF1|199 0.77 2.08e-07 0.0037 0.349 HLA-DPA1|3113 0.78 2.101e-07 0.0038 0.344 CXCR6|10663 0.83 2.122e-07 0.0038 0.335 CYTIP|9595 0.81 2.14e-07 0.0038 0.34 FCGR1A|2209 0.81 2.144e-07 0.0039 0.354 HLA-DPB1|3115 0.76 2.206e-07 0.004 0.351 ARHGAP25|9938 0.72 2.283e-07 0.0041 0.348 LILRB2|10288 0.8 2.324e-07 0.0042 0.356 SLA|6503 0.79 2.334e-07 0.0042 0.343 SLAMF6|114836 0.83 2.526e-07 0.0045 0.342 CPEB3|22849 0.61 2.783e-07 0.005 0.38 COQ10B|80219 0.47 2.842e-07 0.0051 0.373 GIMAP4|55303 0.75 2.894e-07 0.0052 0.348 ST8SIA4|7903 0.74 2.931e-07 0.0053 0.347 CD2|914 0.83 2.941e-07 0.0053 0.343 CD48|962 0.81 3.066e-07 0.0055 0.34 MBD4|8930 0.42 3.09e-07 0.0056 0.361 TNFRSF9|3604 0.84 3.11e-07 0.0056 0.34 XRN1|54464 0.62 3.137e-07 0.0056 0.368 GBP4|115361 0.82 3.19e-07 0.0057 0.337 LOC96610|96610 0.83 3.225e-07 0.0058 0.35 IP6K1|9807 2.6 3.338e-07 0.006 0.639 SYTL3|94120 0.72 3.342e-07 0.006 0.369 PDCD1|5133 0.84 3.36e-07 0.006 0.346 GZMH|2999 0.84 3.369e-07 0.0061 0.355 TANK|10010 0.59 3.408e-07 0.0061 0.373 FCGR1C|100132417 0.77 3.451e-07 0.0062 0.358 LILRB1|10859 0.8 3.456e-07 0.0062 0.349 MIR155HG|114614 0.79 3.488e-07 0.0063 0.354 DTX3L|151636 0.66 3.7e-07 0.0066 0.361 RSAD2|91543 0.8 3.753e-07 0.0067 0.345 KIR2DL4|3805 0.81 3.854e-07 0.0069 0.349 GZMK|3003 0.86 3.902e-07 0.007 0.34 KLRK1|22914 0.83 3.902e-07 0.007 0.34 EVI2A|2123 0.78 3.91e-07 0.007 0.352 ZNF267|10308 0.62 3.98e-07 0.0071 0.35 LST1|7940 0.78 4.165e-07 0.0075 0.355 FYB|2533 0.77 4.199e-07 0.0075 0.344 LAPTM5|7805 0.78 4.341e-07 0.0078 0.353 CD7|924 0.84 4.441e-07 0.008 0.351 TRIM69|140691 0.73 4.588e-07 0.0082 0.363 DAPP1|27071 0.79 4.675e-07 0.0084 0.352 NCRNA00081|92482 0.54 4.804e-07 0.0086 0.39 HLA-DRB1|3123 0.79 4.835e-07 0.0087 0.357 TNFSF10|8743 0.77 4.864e-07 0.0087 0.353 ARL11|115761 0.75 4.882e-07 0.0088 0.364 CD247|919 0.82 4.882e-07 0.0088 0.346 SECTM1|6398 0.79 4.96e-07 0.0089 0.36 CYLD|1540 0.6 4.995e-07 0.009 0.355 NKG7|4818 0.83 5.023e-07 0.009 0.353 C1ORF69|200205 2.2 5.108e-07 0.0092 0.618 HLA-B|3106 0.77 5.136e-07 0.0092 0.371 NLRP6|171389 0.77 5.223e-07 0.0094 0.36 CD69|969 0.82 5.271e-07 0.0095 0.348 TIFA|92610 0.57 5.306e-07 0.0095 0.363 IFIT5|24138 0.61 5.32e-07 0.0095 0.367 REC8|9985 0.76 5.343e-07 0.0096 0.354 C16ORF54|283897 0.81 5.361e-07 0.0096 0.356 SLA2|84174 0.82 5.499e-07 0.0099 0.348 KIAA0748|9840 0.82 5.596e-07 0.01 0.351 ZBTB32|27033 0.79 5.926e-07 0.011 0.355 PYHIN1|149628 0.84 6.129e-07 0.011 0.352 ADAM28|10863 0.81 6.142e-07 0.011 0.353 FASLG|356 0.83 6.354e-07 0.011 0.344 CCL5|6352 0.82 6.403e-07 0.011 0.35 C1GALT1C1|29071 0.41 6.607e-07 0.012 0.392 UBQLN4|56893 2.3 6.78e-07 0.012 0.626 HLA-F|3134 0.76 6.924e-07 0.012 0.376 C5ORF56|441108 0.72 6.951e-07 0.012 0.346 PPP1R2|5504 0.5 7.046e-07 0.013 0.379 CRTAM|56253 0.82 7.081e-07 0.013 0.348 SQRDL|58472 0.76 7.201e-07 0.013 0.356 CYBB|1536 0.79 7.207e-07 0.013 0.357 GIMAP5|55340 0.75 7.212e-07 0.013 0.356 ERLEC1|27248 0.52 7.257e-07 0.013 0.374 PRDM1|639 0.75 7.789e-07 0.014 0.341 CD8A|925 0.86 8.077e-07 0.014 0.341 NCF1C|654817 0.82 8.097e-07 0.015 0.362 ARHGAP9|64333 0.79 8.145e-07 0.015 0.351 HLA-DOB|3112 0.83 8.157e-07 0.015 0.355 IRF1|3659 0.76 8.186e-07 0.015 0.35 LOC647121|647121 0.76 8.187e-07 0.015 0.353 PTPRC|5788 0.84 8.221e-07 0.015 0.346 TYMP|1890 0.77 8.341e-07 0.015 0.379 ANXA7|310 0.44 8.446e-07 0.015 0.369 HSH2D|84941 0.82 8.448e-07 0.015 0.357 RGS18|64407 0.78 8.465e-07 0.015 0.355 RARRES3|5920 0.81 8.472e-07 0.015 0.351 RBM14|10432 2.8 8.523e-07 0.015 0.634 CCR5|1234 0.82 9.026e-07 0.016 0.344 XAF1|54739 0.77 9.045e-07 0.016 0.362 CD8B|926 0.85 9.163e-07 0.016 0.346 TLK1|9874 0.54 9.203e-07 0.016 0.365 SOX12|6666 1.8 9.909e-07 0.018 0.642 IFIT2|3433 0.71 9.997e-07 0.018 0.364 C3AR1|719 0.78 1.012e-06 0.018 0.355 KRCC1|51315 0.67 1.015e-06 0.018 0.378 PRF1|5551 0.82 1.016e-06 0.018 0.356 CTSS|1520 0.76 1.021e-06 0.018 0.361 CD3G|917 0.84 1.022e-06 0.018 0.346 AFTPH|54812 0.49 1.024e-06 0.018 0.389 CD47|961 0.54 1.037e-06 0.019 0.376 GPR65|8477 0.8 1.043e-06 0.019 0.347 GNGT2|2793 0.78 1.076e-06 0.019 0.357 GZMB|3002 0.84 1.081e-06 0.019 0.356 PIK3AP1|118788 0.76 1.112e-06 0.02 0.352 KYNU|8942 0.8 1.115e-06 0.02 0.358 TNFAIP8|25816 0.7 1.121e-06 0.02 0.357 PATL2|197135 0.81 1.128e-06 0.02 0.342 CIITA|4261 0.84 1.133e-06 0.02 0.353 IL15RA|3601 0.76 1.134e-06 0.02 0.358 IL4I1|259307 0.79 1.153e-06 0.021 0.365 CD27|939 0.84 1.156e-06 0.021 0.354 RHOH|399 0.83 1.159e-06 0.021 0.349 TMEM156|80008 0.82 1.169e-06 0.021 0.344 C1ORF54|79630 0.66 1.182e-06 0.021 0.356 TRAF3IP3|80342 0.8 1.248e-06 0.022 0.356 LAT2|7462 0.76 1.295e-06 0.023 0.357 GMFG|9535 0.74 1.352e-06 0.024 0.357 APOL3|80833 0.8 1.357e-06 0.024 0.348 LGALS9C|654346 0.76 1.36e-06 0.024 0.372 NFKBIA|4792 0.6 1.362e-06 0.024 0.36 BIN2|51411 0.81 1.365e-06 0.024 0.352 THEMIS|387357 0.84 1.379e-06 0.025 0.349 C1QA|712 0.8 1.399e-06 0.025 0.362 AIM2|9447 0.85 1.406e-06 0.025 0.348 IL2RG|3561 0.83 1.421e-06 0.025 0.35 NOD2|64127 0.8 1.45e-06 0.026 0.355 SPATC1|375686 0.73 1.456e-06 0.026 0.355 TRIM22|10346 0.79 1.505e-06 0.027 0.343 DNAJB9|4189 0.57 1.553e-06 0.028 0.376 PARP14|54625 0.7 1.557e-06 0.028 0.358 HAVCR2|84868 0.78 1.569e-06 0.028 0.353 IFITM1|8519 0.76 1.578e-06 0.028 0.362 TLR1|7096 0.72 1.611e-06 0.029 0.354 MSR1|4481 0.78 1.65e-06 0.029 0.362 PSMB9|5698 0.77 1.656e-06 0.03 0.362 CST7|8530 0.84 1.679e-06 0.03 0.363 PILRA|29992 0.74 1.679e-06 0.03 0.377 PLA2G2D|26279 0.89 1.686e-06 0.03 0.348 GCA|25801 0.6 1.711e-06 0.031 0.378 GVIN1|387751 0.81 1.715e-06 0.031 0.35 ISG20|3669 0.79 1.716e-06 0.031 0.376 DDB1|1642 2.3 1.76e-06 0.031 0.617 IL15|3600 0.8 1.819e-06 0.032 0.355 POU2AF1|5450 0.87 1.82e-06 0.032 0.362 CXORF21|80231 0.78 1.824e-06 0.033 0.359 PDCD10|11235 0.57 1.832e-06 0.033 0.357 TLR8|51311 0.82 1.834e-06 0.033 0.369 TAGAP|117289 0.79 1.873e-06 0.033 0.357 ASCL2|430 0.81 1.876e-06 0.033 0.364 SEMA4D|10507 0.73 1.892e-06 0.034 0.369 IGSF6|10261 0.78 1.939e-06 0.035 0.356 USP15|9958 0.6 1.961e-06 0.035 0.359 CMPK2|129607 0.74 1.978e-06 0.035 0.363 MANEA|79694 0.68 1.981e-06 0.035 0.399 CD4|920 0.76 2.003e-06 0.036 0.365 HLA-DRB5|3127 0.81 2.019e-06 0.036 0.369 SP100|6672 0.67 2.021e-06 0.036 0.339 C22ORF29|79680 2.1 2.054e-06 0.037 0.625 P2RY6|5031 0.77 2.084e-06 0.037 0.363 TBC1D8|11138 0.64 2.109e-06 0.038 0.361 SIRPG|55423 0.86 2.135e-06 0.038 0.356 GLRX|2745 0.67 2.14e-06 0.038 0.366 BCAS4|55653 0.74 2.24e-06 0.04 0.362 HCK|3055 0.77 2.254e-06 0.04 0.374 SIGLEC10|89790 0.83 2.317e-06 0.041 0.362 UBD|10537 0.87 2.365e-06 0.042 0.345 SNX20|124460 0.81 2.379e-06 0.042 0.359 HLA-L|3139 0.72 2.39e-06 0.043 0.385 POLR1A|25885 2.1 2.415e-06 0.043 0.616 SNX10|29887 0.76 2.426e-06 0.043 0.388 CD96|10225 0.84 2.456e-06 0.044 0.35 NCF4|4689 0.77 2.469e-06 0.044 0.371 LOC400696|400696 0.8 2.479e-06 0.044 0.332 LCP2|3937 0.77 2.503e-06 0.045 0.349 AOAH|313 0.83 2.51e-06 0.045 0.373 FCRL5|83416 0.87 2.539e-06 0.045 0.363 SLC7A7|9056 0.74 2.545e-06 0.045 0.367 ZNF80|7634 0.8 2.557e-06 0.046 0.333 ACAP1|9744 0.84 2.565e-06 0.046 0.367 PLEK|5341 0.81 2.574e-06 0.046 0.352 ATHL1|80162 0.73 2.598e-06 0.046 0.383 PTPRCAP|5790 0.83 2.607e-06 0.046 0.363 MARCH1|55016 0.76 2.616e-06 0.047 0.369 HLA-DPB2|3116 0.8 2.659e-06 0.047 0.348 GNL3L|54552 2.7 2.67e-06 0.048 0.613 PSTPIP1|9051 0.83 2.687e-06 0.048 0.364 MS4A7|58475 0.74 2.688e-06 0.048 0.369 DNAJC5B|85479 0.83 2.689e-06 0.048 0.355 APOL6|80830 0.77 2.701e-06 0.048 0.354 IMPDH2|3615 1.82 2.709e-06 0.048 0.63 PLEKHO1|51177 0.69 2.756e-06 0.049 0.38 OASL|8638 0.82 2.757e-06 0.049 0.355 LYZ|4069 0.83 2.765e-06 0.049 0.355 IL18RAP|8807 0.81 2.784e-06 0.05 0.354 PTPN7|5778 0.82 2.784e-06 0.05 0.351 LCK|3932 0.85 2.81e-06 0.05 0.355 UBE2J1|51465 0.5 2.811e-06 0.05 0.368