IDH Wild Type Primary GBM (Cohort2) HLA-Gene Relation
Relationship between neoantigens' located genes and neoantigens' binding HLAs. The frequency of genes decreased from upper to bottom, and the frequency of HLA allele decreased from left to right. The left top corner shows the HLAs with top binding capacity to neoantigens for glioma.
Gene Mutation

  The Circos displays the changes of nucleotide at mutated site included in the neoantigens. The arrow is the nucleotide before and after a mutation occurs. The thickness of the arrow is the number of neoantigens harboring this mutation. 

Amino Acid Mutation

  The Circos displays the changes of Amino Acid at mutated site included in the neoantigens. The arrow is the Amino Acid before and after a mutation occurs. The thickness of the arrow is the number of neoantigens harboring this mutation.

Each row shows information of a patient, including gene symbol, mutation information associated with the gene, the corresponding neoantigen information and the patient's survival category.

Gene Chr Ref Ref Alt MT Allele MT Peptide MT Score MT Score Rank WT Peptide WT Score WT Score Rank Survival Time Patients Number
ABCA13 7 48313393 C T HLA-C*07:02 QRMLRILDM 153.2 149 QRMLRILDT 10183.1 38 1~3 years 1
ABCG5 2 44050069 C T HLA-B*56:01 FPMLRAVSD 356.2 69 FPVLRAVSD 1556 108 1~3 years 1
ACTL8 1 18149652 G A HLA-A*30:01 YARRHVSLG 482.2 8 YARRRVSLG 700.9 168 >5 years 1
ADAMTS9 3 64617522 C T HLA-C*07:02 SYKTVAGTF 250.2 108 SCKTVAGTF 17917.5 12 1~3 years 1
ADAMTS9 3 64617522 C T HLA-A*24:20 SYKTVAGTF 107.8 169 SCKTVAGTF 17917.5 12 1~3 years 1
ADGRG4 X 135428153 C G HLA-A*03:01 KLTTLLLKR 328.3 76 KLTTLLLKT 15911 18 1~3 years 1
ADGRV1 5 90020922 C T HLA-B*40:02 VEDLNIENL 403.9 44 VEDLNIENP 15418.6 19 3~5 years 1
AFP 4 74318301 T C HLA-C*07:02 LRQAQGVAL 171.5 141 LCQAQGVAL 18678.6 11 1~3 years 1
AHNAK2 14 105413084 G A HLA-A*30:01 MSSFKMPKV 204.9 125 MPSFKMPKV 12079.7 33 1~3 years 1
AIM2 1 159043081 T G HLA-B*07:02 FPKLNYMLL 66.9 180 FQKLNYMLL 1682.3 105 1~3 years 1
AIM2 1 159043081 T G HLA-C*07:01 RIFPKLNYM 410.4 41 RIFQKLNYM 766.4 162 1~3 years 1
AMBN 4 71472377 C T HLA-C*12:03 TMAPNSLQI 177.1 137 TMAPNSLQT 6667.3 47 1~3 years 1
ARHGAP4 X 153178907 G A HLA-A*33:03 GSRQAGWRR 416.3 37 GSRQAGRRR 5141.7 65 1~3 years 1
ARID3A 19 964861 T C HLA-A*33:03 MKYLYPYER 171.5 141 MKYLYPYEC 8583.2 42 1~3 years 1
ARMCX4 X 100749200 C T HLA-A*33:03 GVEFWTLAR 409.7 42 GVESWTLAR 662.9 175 1~3 years 1
ATP10A 15 25969067 A G HLA-B*54:01 YPFLTMIIV 15.7 201 YSFLTMIIV 2918.2 83 1~3 years 1
BAZ1B 7 72936211 C A HLA-B*07:02 FPLVKPLPV 57.5 185 FPLVKPLPG 818.6 157 6~12 months 1
BCO2 11 112064659 G A HLA-C*07:02 RYKGDYYLY 419.2 33 RYKGDYYLC 1085.1 129 1~3 years 1
BCO2 11 112064659 G A HLA-C*07:02 YLYTETNFM 292 90 YLCTETNFM 6420.4 51 1~3 years 1
BCO2 11 112064659 G A HLA-A*24:02 RYKGDYYLY 237.8 114 RYKGDYYLC 1085.1 129 1~3 years 1
BRD4 19 15349583 G A HLA-A*33:03 LARKWEQER 334.6 74 LARKREQER 798.6 160 1~3 years 1
BRSK1 19 55814187 G C HLA-B*58:01 ESMASLACF 398.5 47 ESMASLGCF 1321.8 119 1~3 years 1
C1QB 1 22987847 G A HLA-A*03:01 SIFSRFLLF 452.2 22 SIFSGFLLF 982.5 140 6~12 months 1
C1QB 1 22987847 G A HLA-B*27:05 SRFLLFPDM 44.3 190 SGFLLFPDM 5821.2 55 6~12 months 1
C1QB 1 22987847 G A HLA-C*07:02 SRFLLFPDM 239.4 112 SGFLLFPDM 5821.2 55 6~12 months 1
C1QB 1 22987847 G A HLA-C*07:02 SIFSRFLLF 480.2 10 SIFSGFLLF 982.5 140 6~12 months 1
C1QL3 10 16562714 G C HLA-A*30:01 AIRAATYST 71.3 176 AISAATYST 5240.1 63 >5 years 1
C7orf72 7 50136124 G T HLA-C*07:02 HRVPRPDTV 280.4 95 HRVPRPDTG 14597.7 23 6~12 months 1
CA5B X 15800641 G A HLA-B*27:05 FRTLLFTSK 44.4 189 FRTLLFTSE 987.4 139 6~12 months 1
CACNB3 12 49218469 C T HLA-C*12:03 KARRSGNPF 179.2 132 KARRSGNPS 10882.3 36 1~3 years 1
CCDC158 4 77244505 C T HLA-A*03:01 KTCRKLQNK 174 140 KTCRKLQNR 2426.4 92 1~3 years 1
CDH5 16 66424323 G A HLA-B*38:02 TQTKYTFVM 441.3 27 TQTKYTFVV 1250.7 122 1~3 years 1
CECR2 22 18022254 G A HLA-A*03:01 HMMDSRVMR 446.6 25 HVMDSRVMR 1283.9 120 6~12 months 1
CEP126 11 101833876 T C HLA-B*07:02 GPGADHMPL 43.8 191 GSGADHMPL 15411.1 20 1~3 years 1
CFAP47 X 35974224 G A HLA-A*24:20 KLLPVTYHF 49.8 187 ELLPVTYHF 599.4 184 1~3 years 1
CLASP1 2 122125358 C A HLA-B*07:02 SPATEGRGV 177.4 136 SPATEGRGG 7804.8 44 6~12 months 1
COG1 17 71204564 G C HLA-A*33:03 SAPSLFKLR 135.8 160 SAPSLFKLG 26002.3 4 1~3 years 1
COL1A2 7 94058586 G C HLA-A*03:01 RLLANYASH 419.4 32 RLLANYASQ 3421.2 73 1~3 years 1
COL1A2 7 94058586 G C HLA-C*07:02 NYASHNITY 314.1 82 NYASQNITY 1072.8 133 1~3 years 1
COL4A2 13 111158936 C T HLA-A*30:01 KVHNQDLGL 372 62 KAHNQDLGL 1070.8 135 1~3 years 1
COMMD4 15 75632076 A C HLA-C*12:03 VAYTLSSSL 9.3 205 VDYTLSSSL 6250.8 53 1~3 years 1
COMMD4 15 75632076 A C HLA-C*12:03 AGVGWRVAY 260.8 104 AGVGWRVDY 1618.9 106 1~3 years 1
CRYBG1 6 106968516 G A HLA-A*03:02 HFAMPPIHK 474.4 13 HFAMPPIHE 19281.7 7 1~3 years 1
CSMD3 8 113326757 A C HLA-A*30:01 GAWSISVEK 418.1 34 CAWSISVEK 826.7 155 >5 years 1
CSNK2A1 20 485821 C T HLA-A*11:01 KLGRGKYSK 461.5 20 KLGRGKYSE 28237.8 3 6~12 months 1
CX3CR1 3 39307237 G A HLA-A*30:01 VMIFLEMLK 401.7 46 VMIFLETLK 902.3 149 >5 years 1
DENND5A 11 9200527 G A HLA-A*24:02 IWEVFANRF 179.2 132 IREVFANRF 590 186 1~3 years 1
DENND5A 11 9200527 G A HLA-A*24:02 IYQLNIQIW 25.5 200 IYQLNIQIR 9927.8 39 1~3 years 1
DNMT3A 2 25457216 G A HLA-B*27:05 RLLGWSWSV 441.3 27 RLLGRSWSV 813.9 158 6~12 months 1
DSP 6 7580528 G A HLA-A*30:01 SLKNQFETK 81.3 173 SLKNQFETE 5440.2 60 6~12 months 1
DSP 6 7580528 G A HLA-A*30:01 KINITKTTI 144.6 154 EINITKTTI 12981.3 30 6~12 months 1
DSP 6 7580528 G A HLA-A*03:01 SLKNQFETK 141.6 155 SLKNQFETE 5440.2 60 6~12 months 1
DUOX2 15 45392256 C T HLA-C*12:03 VFADHAYYY 484.8 7 VFADRAYYY 641.1 180 1~3 years 1
EFNA4 1 155039366 C T HLA-B*58:01 ESCQAEGPW 264.6 102 ESCQAEGPR 13920.4 27 3~5 years 1
EFNA4 1 155039366 C T HLA-A*11:01 QAEGPWAYK 322.9 79 QAEGPRAYK 678 171 3~5 years 1
EGFR 7 55221822 C T HLA-A*24:02 KYSFGVTCV 451.1 24 KYSFGATCV 800.5 159 6~12 months 1
ERBB4 2 212251821 G A HLA-C*12:03 SYRAPTSTI 380 54 PYRAPTSTI 13220 29 1~3 years 1
ESRRA 11 64083328 C T HLA-A*24:02 RLLLTLPLF 175.4 139 RLLLTLPLL 2587.8 90 1~3 years 1
EVI5L 19 7912664 C T HLA-B*27:05 MRSMNGSWR 397.5 49 MRSMNGSRR 664.3 173 6~12 months 1
EXOC4 7 133692483 G A HLA-C*07:06 FRHISESGI 257.8 106 FRRISESGI 583.5 189 1~3 years 1
FAM126A 7 22985627 G A HLA-B*58:01 PSIGKNHRW 149 152 PSIGKNHRR 25776.8 5 1~3 years 1
FAM155B X 68725601 C T HLA-A*33:03 LTTPAPPLR 439 29 PTTPAPPLR 4818.7 68 1~3 years 1
FAM171A2 17 42431637 G A HLA-B*58:01 KSHPRAWFV 275.9 96 KPHPRAWFV 6632.7 49 3~5 years 1
FAM189A2 9 71998599 A G HLA-C*07:02 ARIRGVEVF 473 14 ARIKGVEVF 501 206 1~3 years 1
FAM214B 9 35108147 G A HLA-C*12:03 MGYSPAGGV 168.2 146 MGYSPAGGA 1109.2 128 1~3 years 1
FAM83H 8 144808269 C T HLA-A*30:01 LHRMESMRK 480 11 LRRMESMRK 1055.2 136 >5 years 1
FBN2 5 127654655 C T HLA-A*30:01 RTCNNLPGM 178.6 134 GTCNNLPGM 2840.9 85 1~3 years 1
FRAS1 4 79391190 C T HLA-B*54:01 MPRIVTNLG 107.2 170 TPRIVTNLG 1840.4 100 1~3 years 1
FREM3 4 144617847 G A HLA-B*40:06 SEIITNWIL 149.4 150 SEIITNRIL 586.5 188 1~3 years 1
FRY 13 32835844 A C HLA-B*07:02 RPLSGSTPS 109.9 168 RQLSGSTPS 11310.5 35 1~3 years 1
GFRA1 10 118030568 C G HLA-A*30:01 CVKASHQCL 318.6 81 CVKASDQCL 2868.9 84 1~3 years 1
GLCE 15 69548575 G C HLA-C*07:02 YFDVYGKVL 230.9 118 YFDVYGKVV 1167.6 125 1~3 years 1
GOLGA6A 15 74363957 G A HLA-B*40:02 MEQVERREL 176.3 138 TEQVERREL 557.9 194 3~5 years 1
GPR132 14 105518013 C T HLA-B*27:05 GRHRRRTAI 199.1 127 GRRRRRTAI 859.3 154 6~12 months 1
GPR176 15 40093592 G A HLA-A*02:01 STVDFVSQV 95.5 171 STVDSVSQV 720.9 165 1~3 years 1
GRIN2A 16 9943632 G A HLA-B*27:05 VRNTVPCWK 363.6 65 VRNTVPCRK 590.7 185 6~12 months 1
GRM2 3 51749516 G A HLA-C*07:02 AYLGALATL 374.1 60 ACLGALATL 16833.8 14 1~3 years 1
GRM2 3 51749516 G A HLA-A*24:02 YLGALATLF 326 77 CLGALATLF 1837.5 101 1~3 years 1
GRM2 3 51749516 G A HLA-A*24:02 AYLGALATL 69.2 178 ACLGALATL 16833.8 14 1~3 years 1
GSTA3 6 52770626 C T HLA-C*07:02 ARKPKLHYF 149.4 150 AGKPKLHYF 2644.5 89 6~12 months 1
HDC 15 50540510 G A HLA-B*27:05 SRRFCSVKL 190.3 128 SRRFRSVKL 613.1 182 1~3 years 1
HEATR6 17 58150532 A G HLA-A*03:01 RLSVPGQPY 218.2 122 CLSVPGQPY 1328 117 1~3 years 1
HNRNPK 9 86587008 C T HLA-B*27:05 RRPVGFPMR 313.7 85 GRPVGFPMR 1614.3 107 6~12 months 1
HNRNPK 9 86587008 C T HLA-B*27:05 RRRPVGFPM 26.6 198 RGRPVGFPM 2749.1 87 6~12 months 1
HNRNPK 9 86587008 C T HLA-C*07:02 RRRPVGFPM 134.2 161 RGRPVGFPM 2749.1 87 6~12 months 1
HOXA3 7 27147896 G T HLA-B*54:01 TPQKRYTAA 301 89 PPQKRYTAA 14248.1 24 1~3 years 1
HOXA3 7 27147896 G T HLA-B*54:01 LPSCAPPPT 234.9 115 LPSCAPPPP 1524.4 110 1~3 years 1
HYDIN 16 70841736 A C HLA-A*68:01 FSIRAGYSR 8.8 206 FSIRAGYSI 3141.8 78 1~3 years 1
ITGA1 5 52157328 G T HLA-B*07:02 QPKNRTVDV 469.3 17 QPKNRTGDV 896.3 150 1~3 years 1
ITGAX 16 31371362 C T HLA-B*56:01 MATAIQNVV 359.7 68 TATAIQNVV 2171.3 95 1~3 years 1
ITGAX 16 31371362 C T HLA-B*59:01 MATAIQNVV 362 66 TATAIQNVV 2171.3 95 1~3 years 1
ITPR1 3 4859858 G A HLA-A*24:02 MWHYLCFII 138.4 158 MWHYLCFIV 872.3 152 1~3 years 1
ITPR3 6 33625772 G A HLA-C*07:02 MKYGSVIQL 496.3 4 VKYGSVIQL 1354.9 115 6~12 months 1
ITPR3 6 33625772 G A HLA-A*03:01 KVHGDVMKY 306.5 88 KVHGDVVKY 944.4 143 6~12 months 1
JPH2 20 42788438 G A HLA-B*27:05 LRHGYGCTM 243.7 110 LRHGYGCTT 3248.6 75 6~12 months 1
JPH2 20 42788438 G A HLA-C*07:02 LRHGYGCTM 69.9 177 LRHGYGCTT 3248.6 75 6~12 months 1
KCNH1 1 210948782 G A HLA-A*68:01 HVIKWDALQ 374.9 59 HVIKRDALQ 1084.4 131 1~3 years 1
KCNV1 8 110986368 C T HLA-C*07:02 RRPGALAAM 160.3 148 RRPGALAAV 570.5 193 1~3 years 1
KLKB1 4 187173239 C A HLA-A*03:01 SSWGEWPWK 325.4 78 SSWGEWPWQ 12392.1 31 1~3 years 1
KMT2D 12 49426562 C T HLA-B*39:01 QQQQQQMSL 416.6 36 QQQQQQMGL 1491.3 112 1~3 years 1
LCT 2 136566277 C T HLA-A*03:01 RIMQHKTPR 170.2 145 RIVQHKTPR 934.5 146 6~12 months 1
LIPC 15 58840594 C T HLA-C*07:02 LLYAGTQSM 494.7 5 LLHAGTQSM 1071 134 1~3 years 1
LIPC 15 58840594 C T HLA-A*11:01 HLFIDSLLY 204.3 126 HLFIDSLLH 1893.6 98 1~3 years 1
MAGEB6 X 26212226 G T HLA-A*11:01 VAANVQDEK 410.5 40 VAANGQDEK 1142.2 127 1~3 years 1
MAGI2 7 77885617 G A HLA-B*58:01 QSVPDITDW 14.5 202 QSVPDITDR 6891.5 46 3~5 years 1
MAP3K15 X 19392700 C G HLA-A*33:03 CFQPDPHKR 384.9 53 CFEPDPHKR 1364 113 1~3 years 1
MC2R 18 13884689 C T HLA-A*24:02 VIDPFIYTF 289 92 VIDPFIYAF 998.3 138 6~12 months 1
MED14OS X 40594846 C A HLA-A*30:01 VARSPQTPG 479.2 12 VARSPPTPG 551.5 195 1~3 years 1
MFSD6L 17 8700952 C T HLA-A*02:01 ALFQGHFYG 428.1 30 ALFRGHFYG 673.4 172 1~3 years 1
MOS 8 57026168 G A HLA-B*07:02 IVRVVAASM 186.1 129 IVRVVAAST 5626.7 59 1~3 years 1
MTOR 1 11186807 C T HLA-C*07:02 MYRDLELAV 272.5 99 MCRDLELAV 4997.9 66 1~3 years 1
MYH11 16 15841911 G A HLA-B*13:02 QEFCQRYEI 291.2 91 QEFRQRYEI 728.6 164 1~3 years 1
MYO15A 17 18071031 C T HLA-C*07:02 RAKDHFYLL 274.9 97 RAKDHFYLP 18749.3 10 1~3 years 1
MYOF 10 95137083 G A HLA-B*27:05 MRYTLPLTE 222.8 121 TRYTLPLTE 1154.5 126 6~12 months 1
NDST4 4 115997685 T A HLA-A*03:01 YSLPSTQLK 321.5 80 NSLPSTQLK 742.9 163 1~3 years 1
NEGR1 1 72748041 T C HLA-C*12:03 WAAVGNMMV 256.7 107 WAAVDNMMV 508.2 203 1~3 years 1
NEK6 9 127101942 G A HLA-A*03:01 WSLGCLLYK 68.6 179 WSLGCLLYE 15236.1 22 6~12 months 1
NLRP10 11 7982563 C T HLA-A*31:01 GQFDYVFYV 338.9 73 GRFDYVFYV 928.3 147 1~3 years 1
NLRP10 11 7982563 C T HLA-C*12:03 GQFDYVFYV 274.1 98 GRFDYVFYV 928.3 147 1~3 years 1
NLRP12 19 54313058 C T HLA-A*24:02 LYKIQEEEF 420.7 31 LYEIQEEEF 1275.6 121 1~3 years 1
NWD2 4 37447964 G C HLA-A*03:01 FVLGMTKSK 468.1 18 FVVGMTKSK 1054.8 137 6~12 months 1
NYAP2 2 226447629 C T HLA-B*07:02 AVNTYGAAL 178.2 135 AVNTYGAAP 18966.8 8 3~5 years 1
OBSCN 1 228456474 G T HLA-B*40:02 GEYSCEAGV 140.6 157 GEYSCEAGG 1913.8 97 3~5 years 1
OBSCN 1 228444387 C T HLA-C*14:02 VFAKEQPVY 240.4 111 VFAKEQPVH 5711.1 57 1~3 years 1
OR2D3 11 6942969 C A HLA-A*03:01 MQYGEGRLK 170.9 143 MQSGEGRLK 2257.7 93 1~3 years 1
OR2G3 1 247768921 T A HLA-C*12:03 SSLMDIILL 457.8 21 SSLMDFILL 530.2 199 1~3 years 1
OR2M2 1 248344068 C T HLA-B*58:01 GAALFMYIW 30.2 197 GAALFMYIR 6356 52 1~3 years 1
OR2W1 6 29012582 G T HLA-A*11:01 AVMSYDRFK 10 204 AVMSYDRFT 18798.9 9 3~5 years 1
OR2W1 6 29012582 G T HLA-B*58:01 KAICKPLHY 129 162 TAICKPLHY 1846.3 99 3~5 years 1
OR51A7 11 4929285 C T HLA-C*07:02 FLAERLKAL 378.6 55 SLAERLKAL 1727.7 104 1~3 years 1
OR56A1 11 6048184 G A HLA-A*24:02 SYFILILFF 162.1 147 SHFILILFF 4091.5 71 1~3 years 1
OR5AP2 11 56409254 A T HLA-A*30:01 IVHISYLCI 412.7 39 IVLISYLCI 1360.8 114 1~3 years 1
OR5AS1 11 55798015 G A HLA-A*11:01 LVYTLTMVR 77.9 174 LVYTLTMVG 11845.6 34 6~12 months 1
OXCT2 1 40236245 C T HLA-A*24:02 VFRRSAHNF 234.2 116 VFRRSARNF 1327.3 118 1~3 years 1
OXCT2 1 40236245 C T HLA-C*07:02 RRSAHNFNV 470.2 16 RRSARNFNV 609.4 183 1~3 years 1
PAK5 20 9561211 C T HLA-A*30:04 NFARFSADY 490.2 6 DFARFSADY 1508.1 111 3~5 years 1
PCDHB5 5 140517129 C T HLA-A*02:01 FSVFLFVAV 247.8 109 FSVLLFVAV 645.7 179 1~3 years 1
PDE12 3 57542275 G T HLA-A*33:03 YGSHKNMQR 406.9 43 DGSHKNMQR 826.1 156 1~3 years 1
PDGFRA 4 55152104 G T HLA-B*15:01 GLARDIMHY 77.5 175 GLARDIMHD 31004.2 1 1~3 years 1
PIK3CA 3 178916876 G A HLA-B*15:01 RQLCDLRLF 42.3 192 RRLCDLRLF 797.7 161 1~3 years 1
PIKFYVE 2 209179964 A G HLA-A*31:01 MALLQQLLR 62.1 183 MALLQQLLH 5320.5 62 1~3 years 1
PIWIL3 22 25152460 G A HLA-B*40:02 KEWRVEWLS 393 52 KERRVEWLS 1217.3 123 3~5 years 1
PIWIL3 22 25152460 G A HLA-B*58:01 LLSRPLKEW 347.6 70 LLSRPLKER 3677.1 72 3~5 years 1
PLA2G3 22 31534350 C T HLA-B*38:01 QHDSISDIM 239.1 113 QHDSISDIV 573 192 1~3 years 1
PLIN4 19 4504529 T C HLA-C*07:01 QRNPPLSWL 181.2 131 QHNPPLSWL 2579 91 1~3 years 1
PLXNA4 7 132192441 C T HLA-A*03:01 FTIFSKGQK 314.1 82 FTVFSKGQK 588.9 187 6~12 months 1
POTEA 8 43197448 A T HLA-A*03:01 FTLLIVQLK 462.9 19 FTLLIEQLK 960.7 142 1~3 years 1
PRCP 11 82560254 C G HLA-B*07:02 RLSNTGSAL 93.9 172 RLSNTGSGL 1193.4 124 6~12 months 1
PTBP3 9 114986201 A G HLA-C*12:02 EAIQALTEL 396.9 50 EAIQALIEL 657.3 177 1~3 years 1
PTEN 10 89692922 T C HLA-A*30:01 RTGVMIRAY 451.6 23 RTGVMICAY 544.2 197 6~12 months 1
R3HDML 20 42969923 G A HLA-B*07:02 GPSQLMRYM 120.2 167 GPSQLMRYV 517.6 201 1~3 years 1
RAB11FIP1 8 37732636 G A HLA-A*03:01 SLSSSPSPK 34.2 196 SPSSSPSPK 15370.8 21 6~12 months 1
RAB40A X 102755512 A G HLA-B*67:01 LPDGQRVKL 26.3 199 LLDGQRVKL 5223.6 64 1~3 years 1
RAB4A 1 229438650 G A HLA-A*03:01 RMGSGIQYR 121.3 166 RMGSGIQYG 16830 16 6~12 months 1
RAB4A 1 229438650 G A HLA-B*27:05 YRDAALRQL 228.7 119 YGDAALRQL 2981.1 79 6~12 months 1
RAB4A 1 229438650 G A HLA-C*07:02 YRDAALRQL 60.9 184 YGDAALRQL 2981.1 79 6~12 months 1
RBM47 4 40440351 G A HLA-A*24:02 VYASVADKM 308.8 86 VYASAADKM 616.6 181 1~3 years 1
REEP3 10 65369969 G A HLA-C*14:02 AITEHLRSF 498.9 3 AITERLRSF 577.1 191 1~3 years 1
RIPK4 21 43161932 G A HLA-A*68:01 LLHMAVERR 313.8 84 PLHMAVERR 4393.8 69 1~3 years 1
RIPK4 21 43161932 G A HLA-A*68:01 TLLHMAVER 121.4 165 TPLHMAVER 2247.6 94 1~3 years 1
RREB1 6 7231880 A T HLA-C*12:03 FASIEMMLA 378.4 56 FASIEKMLA 1076 132 1~3 years 1
SAMD7 3 169654200 G C HLA-B*39:01 MALKLGPAL 258.2 105 MGLKLGPAL 1543.7 109 1~3 years 1
SCML4 6 108066267 C T HLA-C*12:02 YVLRFLTKL 499 2 YVLRFLAKL 658.4 176 1~3 years 1
SDHAF3 7 96747076 A T HLA-A*33:03 YMRVLQLHR 38.9 194 YKRVLQLHR 5636.9 58 1~3 years 1
SDK2 17 71386546 G A HLA-B*54:01 APSAWQYTA 136.5 159 APSARQYTA 681.5 170 1~3 years 1
SEC16B 1 177930779 C T HLA-A*33:03 QYIRDTPER 480.3 9 QYIRDAPER 706.6 167 3~5 years 1
SEC23B 20 18535015 C T HLA-C*07:02 FPMPRYINM 346.6 71 FPMPRYINT 9499.1 41 6~12 months 1
SEMA3E 7 83119553 G T HLA-C*07:02 HRPFGFLDL 170.6 144 HSPFGFLDL 3196.2 77 1~3 years 1
SERPINC1 1 173879935 T C HLA-C*15:02 ISELTVLVL 500 1 INELTVLVL 8033.9 43 3~5 years 1
SH3RF2 5 145442185 G A HLA-A*03:01 LQRKSALGK 213.4 123 LRRKSALGK 13886.5 28 1~3 years 1
SLC17A9 20 61596499 C T HLA-B*07:02 MVRKLMQGM 376 58 TVRKLMQGM 1343.3 116 1~3 years 1
SLC25A20 3 48916832 C T HLA-A*03:01 MLSGVFTTR 183.6 130 MLSGVFTTG 7067.2 45 1~3 years 1
SLC4A2 7 150767126 G A HLA-A*03:01 VISDQIKAK 377.8 57 VISDQIKAE 30363.2 2 6~12 months 1
SLCO6A1 5 101709138 C T HLA-C*07:02 AFFIYKHRL 331.5 75 AFFIYKRRL 544.4 196 6~12 months 1
SNX19 11 130749573 C A HLA-B*38:01 NKFRLSWGL 403.1 45 NKCRLSWGL 1743.7 102 1~3 years 1
SNX19 11 130749573 C A HLA-B*38:02 NKFRLSWGL 368.6 64 NKCRLSWGL 1743.7 102 1~3 years 1
SOGA3 6 127796760 G C HLA-A*31:01 RWPKSFSDR 285.9 94 PWPKSFSDR 9739.9 40 1~3 years 1
SOGA3 6 127796760 G C HLA-A*03:01 RSFYPAPGR 66 182 RSFYPAPGP 13995.1 25 1~3 years 1
SOGA3 6 127796760 G C HLA-A*31:01 RSFYPAPGR 13.4 203 RSFYPAPGP 13995.1 25 1~3 years 1
SPAST 2 32289226 C T HLA-C*15:02 SASAPAPVL 226.3 120 SASAPAPVP 21271.3 6 3~5 years 1
SPATA32 17 43332816 C G HLA-C*07:02 ITFPSSLAM 415.8 38 ITFASSLAM 890.5 151 6~12 months 1
ST8SIA3 18 55024492 A T HLA-C*06:02 NYYNNLLTI 370.7 63 KYYNNLLTI 684.1 169 1~3 years 1
ST8SIA6 10 17369020 C T HLA-B*40:01 TEIDKSDFI 372.3 61 TEIDKSDFV 715.5 166 1~3 years 1
SYNE1 6 152651712 T A HLA-C*07:02 LRMSKVPTV 66.2 181 LRMSKVPTD 16258.9 17 1~3 years 1
SYTL5 X 37955473 G C HLA-A*33:03 SIRSKSVPR 38 195 SIRSKSVPG 2762.4 86 6~12 months 1
TAAR8 6 132874150 C T HLA-A*24:02 LYSCCDVAF 123.8 164 LHSCCDVAF 3377.5 74 1~3 years 1
TAAR8 6 132874150 C T HLA-C*12:02 FGAKFCTLY 233.3 117 FGAKFCTLH 4984 67 1~3 years 1
TENM3 4 183245371 G T HLA-A*30:01 RVKDFVHRE 268 101 RVKDLVHRE 519.7 200 1~3 years 1
TGFBR2 3 30713612 C T HLA-B*58:01 LQFLTAEEW 51.4 186 LQFLTAEER 4188.7 70 3~5 years 1
TGM2 20 36759618 G C HLA-A*31:01 ILGERKQKR 393.7 51 ILGEPKQKR 859.9 153 1~3 years 1
THADA 2 43787473 A G HLA-B*58:01 RSQTLMECF 49.5 188 RFQTLMECF 10712.4 37 3~5 years 1
TMEM215 9 32784245 G A HLA-B*58:01 VALVSVFLI 126.3 163 VALVSVFLV 511.7 202 1~3 years 1
TNS3 7 47454800 C A HLA-A*24:02 YFQFLSGLL 341.6 72 YVQFLSGLL 2953.2 81 1~3 years 1
TNS3 7 47454800 C A HLA-C*07:02 YFQFLSGLL 445.3 26 YVQFLSGLL 2953.2 81 1~3 years 1
TP53 17 7578394 T C HLA-A*33:03 EVVRRCPHR 41.3 193 EVVRRCPHH 6465.4 50 1~3 years 1
TSPAN2 1 115600202 C T HLA-A*03:01 KQVQPTCPK 145.4 153 EQVQPTCPK 6100.9 54 1~3 years 1
UCP1 4 141488978 C T HLA-A*30:01 SSASLRISL 397.9 48 SSASLRIGL 534.4 198 >5 years 1
UGT3A2 5 36037950 A C HLA-C*07:01 KRKAETLAL 471 15 KLKAETLAL 663.7 174 1~3 years 1
WDHD1 14 55467688 G A HLA-C*07:02 TWFPCGQYL 270.7 100 TWSPCGQYL 939.3 144 6~12 months 1
WDHD1 14 55467688 G A HLA-B*67:01 FPCGQYLAA 140.8 156 SPCGQYLAA 583.1 190 6~12 months 1
WDHD1 14 55467688 G A HLA-A*24:02 TWFPCGQYL 288.5 93 TWSPCGQYL 939.3 144 6~12 months 1
ZBTB12 6 31868842 C T HLA-C*07:06 ARIMADLLL 360.8 67 ARIVADLLL 648.9 178 1~3 years 1
ZMYM5 13 20426004 A C HLA-A*31:01 SSRDWASQK 307.4 87 SSRDLASQK 501.7 204 1~3 years 1
ZMYM5 13 20426004 A C HLA-A*03:01 SSRDWASQK 262.5 103 SSRDLASQK 501.7 204 1~3 years 1
ZNF469 16 88498361 G T HLA-B*07:02 YPPYPSFLL 213 124 DPPYPSFLL 6633.4 48 6~12 months 1
ZNF729 19 22497753 G C HLA-A*30:01 HTRKKPYKC 417.8 35 HTGKKPYKC 12340.9 32 >5 years 1