Head and Neck Squamous Cell Carcinoma (Cohort4) 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
ABCC11 16 48212518 T A HLA-C*15:05 FTAVERILL 226.9 191 FTAVERILQ 22665.6 6 0~6 months 1
ABCC11 16 48212518 T A HLA-A*02:14 FTAVERILL 381.5 92 FTAVERILQ 22665.6 6 0~6 months 1
ABCC11 16 48212545 T A HLA-A*02:01 ALFTAVERI 46.6 285 AQFTAVERI 891.2 226 6~12 months 1
ABCC6 16 16255375 C A HLA-C*05:01 FSAATCAVL 272.5 172 FAAATCAVL 512.7 305 1~3 years 1
ACTB 7 5569191 G A HLA-B*35:01 DAPRAVFPF 158.4 221 DAPRAVFPS 11467.9 46 1~3 years 1
ADAMTS7 15 79058714 G A HLA-A*01:01 FTDGLQTPA 369.4 103 STDGLQTPA 2213.8 146 0~6 months 1
ADAMTSL1 9 18753357 G C HLA-C*07:01 TRHVFCSHL 377.3 95 TRDVFCSHL 1145 201 0~6 months 1
ADAMTSL1 9 18753357 G C HLA-C*07:02 TRHVFCSHL 299.3 152 TRDVFCSHL 1145 201 0~6 months 1
ADAMTSL3 15 84651810 G A HLA-A*11:01 MQWRGIQEK 124.1 239 MQWRGIQEE 13911.2 29 1~3 years 1
AFDN 6 168315382 G T HLA-C*07:02 NYMPAFLDY 201.5 204 NYMPAFLDD 24554.2 4 0~6 months 1
AFP 4 74310756 G A HLA-A*30:01 KFTKVNFTK 127.9 236 KFTKVNFTE 3663.7 115 1~3 years 1
AFTPH 2 64779893 G A HLA-A*11:01 FVTCNDINK 411.5 67 FVTCNDINE 14249.2 27 1~3 years 1
ANKRD12 18 9256284 G A HLA-A*30:01 KTKDKPLKT 221.9 193 KTKDEPLKT 1263.3 190 1~3 years 1
ANKRD34A 1 145474590 G T HLA-A*02:01 LLDHISQTL 21.1 302 LLDHISQTR 12842 32 6~12 months 1
ANKRD34A 1 145474590 G T HLA-A*02:01 TLPGFLPPL 11.1 310 TRPGFLPPL 5566.9 85 6~12 months 1
ANKRD34A 1 145474590 G T HLA-C*02:02 LLDHISQTL 485.9 12 LLDHISQTR 12842 32 6~12 months 1
AQP7 9 33385198 G A HLA-A*68:01 HLPGLHWLY 442.3 45 HLPGLHWLH 1291.9 189 0~6 months 1
AR X 66863246 G A HLA-A*30:01 KGKQKYLCA 93.2 259 EGKQKYLCA 8538.6 64 0~6 months 1
ARMC4 10 28273151 C T HLA-B*50:01 KENQTVLES 476.8 17 KGNQTVLES 30006.2 2 0~6 months 1
ARRDC4 15 98504131 G C HLA-A*30:01 AVGAQGRVK 371.2 101 AVGAEGRVK 771 246 1~3 years 1
ASTN1 1 176852094 C A HLA-A*02:01 SFVDDIISV 457.9 33 SFVDDIISG 18645.9 12 0~6 months 1
ASTN1 1 176852094 C A HLA-A*02:14 SFVDDIISV 281.2 164 SFVDDIISG 18645.9 12 0~6 months 1
ATG9A 2 220085585 G A HLA-A*30:01 SYFSRLPLG 309 146 SHFSRLPLG 4772 94 0~6 months 1
ATP6V1E1 22 18075484 C T HLA-A*30:01 EVRRALFGA 389.3 86 EVRGALFGA 879.6 230 0~6 months 1
ATP7A X 77276506 C A HLA-B*35:01 FVPFIVFVY 311.7 145 FVPFIVFVS 15996.2 20 1~3 years 1
ATP9A 20 50290749 C T HLA-C*15:05 FAGHWYLQI 450.8 38 FAGRWYLQI 585.8 285 0~6 months 1
B3GNT3 19 17918626 C T HLA-A*30:01 KYFRHRRPN 223.4 192 KYLRHRRPN 826.4 240 0~6 months 1
BCL2L12 19 50172163 C G HLA-A*30:01 GARAAEISA 125.7 238 GPRAAEISA 10653.1 53 0~6 months 1
BIRC6 2 32712858 A G HLA-C*06:02 VRHVQLESL 240.1 185 VHHVQLESL 4762.7 95 1~3 years 1
BIRC6 2 32712858 A G HLA-A*30:01 QVRHVQLES 394.3 83 QVHHVQLES 3893.5 110 1~3 years 1
BIRC6 2 32712858 A G HLA-A*11:01 KLFSMLQVR 364.8 109 KLFSMLQVH 2144.7 149 1~3 years 1
BRIP1 17 59885932 G A HLA-A*03:01 VSMTILSSR 372 100 VPMTILSSR 17583 15 0~6 months 1
C11orf80 11 66555682 A G HLA-A*30:01 SAKLTWTSG 399.6 75 SAKLTWTSE 758 248 0~6 months 1
C16orf46 16 81095115 G A HLA-B*35:01 TPFSPSPAA 207.2 203 TPSSPSPAA 580.4 287 1~3 years 1
C1orf53 1 197871979 C G HLA-A*30:01 RAARPWVSE 397.6 79 RAARPSVSE 1125.5 203 1~3 years 1
CADPS 3 62388848 T G HLA-A*03:01 RLFDQWYNR 96.1 257 RLFDQWYNS 5348.3 88 0~6 months 1
CAMSAP2 1 200817284 C T HLA-A*30:01 SYVSKHIRK 351.3 119 SHVSKHIRK 1885.4 156 1~3 years 1
CAVIN2 2 192711198 G A HLA-A*68:01 QLLRCNHFK 473.7 20 QLLRRNHFK 940.2 220 0~6 months 1
CCDC14 3 123650246 G T HLA-B*08:01 DEKKKFSSI 297.3 153 DENKKFSSI 1069.9 208 0~6 months 1
CD1C 1 158262641 G C HLA-B*35:01 LGAQDIILY 317.8 136 LGGQDIILY 2899.2 130 1~3 years 1
CD6 11 60775061 G C HLA-A*30:01 RSSSCSGTV 162.5 220 GSSSCSGTV 2543.8 135 0~6 months 1
CELF3 1 151688439 C T HLA-A*30:01 GQIPRHLEK 113.9 247 GQIPRHLEE 7550.7 75 0~6 months 1
CFAP43 10 105905265 T C HLA-B*07:05 IPGHQVDVL 364.5 110 IPGHQVDIL 777.2 245 0~6 months 1
CFAP99 4 2460481 G A HLA-A*30:01 KLMLQRAEK 49 282 KLMLQRAER 873.3 233 1~3 years 1
CFAP99 4 2460481 G A HLA-A*11:01 KLMLQRAEK 104.1 253 KLMLQRAER 873.3 233 1~3 years 1
CHD7 8 61777626 C T HLA-A*68:01 VVWGEGASR 108.9 249 VVRGEGASR 643.2 269 0~6 months 1
CHD7 8 61777626 C T HLA-B*57:01 RLLTGPVVW 184.2 210 RLLTGPVVR 4690.9 100 0~6 months 1
CHST15 10 125769814 G C HLA-B*50:01 QEALMTKSA 112.4 248 QEALMTKSP 3039.1 125 0~6 months 1
CHST6 16 75512648 G A HLA-A*02:01 ALQLLGYRL 399.2 76 ALQLLGYRP 12681.7 34 1~3 years 1
CNBD2 20 34560589 C G HLA-A*11:01 AMDIIIMMR 355 117 AMDIIIMIR 520.3 302 1~3 years 1
CNBD2 20 34560589 C G HLA-B*35:01 LAMDIIIMM 24.1 301 LAMDIIIMI 953.4 218 1~3 years 1
COL11A2 6 33132225 G A HLA-B*35:01 FPVGVVQLT 261.6 176 SPVGVVQLT 4788.3 93 1~3 years 1
COL11A2 6 33132225 G A HLA-B*35:01 FSYVDSEGF 183.3 212 FSYVDSEGS 14555.9 23 1~3 years 1
COL4A4 2 227953475 C G HLA-A*03:01 ALPGRQGSK 485.5 13 GLPGRQGSK 1036.6 211 0~6 months 1
COPB1 11 14501150 C G HLA-B*08:01 NMLEVFHAI 210.7 198 KMLEVFHAI 887.1 228 0~6 months 1
CPS1 2 211471593 C T HLA-B*13:02 IQFALHPTL 493.8 4 IQFALHPTS 2172.2 148 1~3 years 1
CRYZL1 21 34969597 C G HLA-C*15:05 VTTEQNLQL 316.6 137 VTTEENLQL 606.6 276 0~6 months 1
CSF2RA X 1413343 G A HLA-B*13:02 LDFQYQLDI 406.9 74 LDFQYQLDV 567.5 290 0~6 months 1
CSMD2 1 34008457 C T HLA-A*02:14 AQVVFSDGL 120.7 243 ARVVFSDGL 3033.3 126 0~6 months 1
CSMD2 1 34291361 C T HLA-A*30:01 KLKSRGVKL 144.6 228 ELKSRGVKL 14777.6 22 0~6 months 1
CST8 20 23473643 G A HLA-A*30:01 RSNCRKPLS 51.8 278 RSDCRKPLS 1336.4 186 1~3 years 1
CYP2E1 10 135350635 G A HLA-A*30:01 RQKMPYMDA 28.2 297 RQEMPYMDA 2003.3 154 0~6 months 1
CYP2E1 10 135350635 G A HLA-A*30:01 KDRQKMPYM 421.6 61 KDRQEMPYM 1393.1 179 0~6 months 1
CYP3A43 7 99436340 C T HLA-B*35:01 WLMPVIPAL 370.8 102 WLTPVIPAL 1367.5 180 1~3 years 1
CYP3A43 7 99436340 C T HLA-B*35:01 IPSWAWWLM 26.8 299 IPSWAWWLT 947.9 219 1~3 years 1
DAZAP1 19 1428854 G A HLA-A*30:01 KQAEPRDSK 295 156 KRAEPRDSK 3866.2 111 0~6 months 1
DCAKD 17 43111705 C T HLA-A*30:01 RIVEVFGTK 59.7 275 RIVEVFGTE 4529 101 0~6 months 1
DDX21 10 70723175 G A HLA-A*30:01 FSFAIPLIK 184.8 209 FSFAIPLIE 10291.3 54 0~6 months 1
DMBT1 10 124395554 C A HLA-B*08:01 DGHYRSSPL 66.7 271 DGPYRSSPL 693.5 260 0~6 months 1
DMBT1 10 124395554 C A HLA-A*68:01 EVFDGHYRS 386.3 90 EVFDGPYRS 780.2 244 0~6 months 1
DNAH5 5 13717498 C T HLA-A*03:01 ALGWNIPYK 37.4 289 ALGWNIPYE 12476.6 38 0~6 months 1
DPYS 8 105405017 C A HLA-C*06:02 YRTCTPTPV 358.5 113 DRTCTPTPV 11135 50 0~6 months 1
EGR4 2 73519256 C T HLA-A*30:01 RLYPSRAYD 397.1 81 RLYPSGAYD 1336.9 185 1~3 years 1
F13A1 6 6152142 G A HLA-A*30:01 IVEFTNPLK 488.2 11 TVEFTNPLK 871.7 235 0~6 months 1
FAM208A 3 56680937 C G HLA-A*03:01 QVYQLPICK 97.4 256 EVYQLPICK 1033.4 212 0~6 months 1
FAM71F1 7 128355632 C T HLA-A*02:01 GLLPVDGEL 122.2 240 GLLPVDGEP 11844.7 44 1~3 years 1
FAM83D 20 37580195 G T HLA-B*08:01 YGKLNSSNL 376 96 DGKLNSSNL 1409.8 177 0~6 months 1
FANCD2OS 3 10146088 G A HLA-C*06:02 FRVSDKLAF 319.4 134 FRVSDKSAF 567.3 292 1~3 years 1
FBXO4 5 41925545 G T HLA-B*50:01 KERVALTTS 366 106 KERVARTTS 1206.4 196 0~6 months 1
FBXO4 5 41925545 G T HLA-B*07:05 SVSKERVAL 141.5 229 SVSKERVAR 25031.7 3 0~6 months 1
FBXO40 3 121341891 G A HLA-A*30:01 SQKLKTFAI 359.1 111 SQELKTFAI 2350.3 141 1~3 years 1
FLNC 7 128485030 G A HLA-C*15:05 VSEAATFTV 293.9 158 VGEAATFTV 3161.5 123 0~6 months 1
FLNC 7 128485030 G A HLA-B*50:01 LERGKVSEA 279 167 LERGKVGEA 540.9 298 0~6 months 1
GAPVD1 9 128117084 G A HLA-A*11:01 TVCVRLLLK 20.8 303 TVCVRLLLE 9485.4 58 1~3 years 1
GGA2 16 23521693 C T HLA-A*30:01 VAAAVAGTK 352.8 118 VAAAVAGTE 14484.2 24 0~6 months 1
GLIS1 1 53995598 G A HLA-A*02:01 WLENLKIHL 318.1 135 RLENLKIHL 889.6 227 1~3 years 1
GLIS1 1 53995598 G A HLA-A*02:05 KAFSWLENL 218.7 195 KAFSRLENL 582.8 286 1~3 years 1
GNAS 20 57430009 G A HLA-A*30:01 RAAAAAAYT 407.9 73 RAAAAAACT 2359.4 140 1~3 years 1
GOT1L1 8 37791843 C T HLA-B*08:01 CLPKKKKTL 207.5 201 CLPKEKKTL 6070.3 81 0~6 months 1
GPM6A 4 176561915 C T HLA-C*15:05 KSTELNMTF 287.8 161 ESTELNMTF 5245.2 91 0~6 months 1
GRIK4 11 120856628 G A HLA-A*02:01 KMVTELRSI 245.8 184 EMVTELRSI 3830.7 112 0~6 months 1
GRIK4 11 120856628 G A HLA-A*02:14 KMVTELRSI 316.6 137 EMVTELRSI 3830.7 112 0~6 months 1
HCRTR1 1 32092540 G C HLA-A*30:01 ISKISQHVV 137.8 232 ISKISEHVV 570.7 289 0~6 months 1
HEG1 3 124689539 G A HLA-A*02:05 CIFPGQYNL 238.8 187 CIFPGQYNP 7771.9 72 0~6 months 1
HERC2 15 28473504 G A HLA-B*44:02 NENPSGLSL 257.8 177 NENPSGPSL 631.7 271 1~3 years 1
HID1 17 72950256 T C HLA-A*30:01 GTLRTSLVA 417.8 63 GTLKTSLVA 561.2 295 1~3 years 1
HIST1H1C 6 26056210 C G HLA-A*30:01 KNSAKKTPK 311.9 144 KKSAKKTPK 2008.2 153 1~3 years 1
HMCN1 1 186134285 C T HLA-B*35:01 CPSGFTLDL 120.2 244 CPSGFTLDS 2241.1 145 1~3 years 1
HPS3 3 148847721 G A HLA-A*30:01 RVLRLAYSK 27.6 298 RVLRLAYSE 1352.5 182 0~6 months 1
HRK 12 117318882 C G HLA-B*08:01 CAAAHVAAL 105.3 251 CAAAQVAAL 712.2 256 0~6 months 1
HRK 12 117318882 C G HLA-B*07:02 CAAAHVAAL 345.1 125 CAAAQVAAL 712.2 256 0~6 months 1
HS3ST3B1 17 14205325 C T HLA-A*02:14 RVHPDVCAV 170.6 214 RVHPDVRAV 631.2 272 0~6 months 1
HS3ST3B1 17 14205325 C T HLA-A*02:01 RVHPDVCAV 473.1 21 RVHPDVRAV 631.2 272 0~6 months 1
IFT81 12 110628753 C T HLA-A*30:01 KGIFGYSYT 463.1 29 KGISGYSYT 597.8 278 0~6 months 1
INTS13 12 27081194 T G HLA-A*02:01 MLDDCVQET 229 190 MLEDCVQET 1241.1 194 0~6 months 1
ITCH 20 33005012 C G HLA-B*35:02 LPGLSDSAI 436.4 49 LPGLSDSPI 513.4 304 0~6 months 1
KANSL3 2 97302758 G A HLA-A*01:01 ELDLVFLDY 73.9 268 ELDLVFLDH 6466 77 0~6 months 1
KAT6A 8 41839382 G T HLA-A*30:01 CSYCRDQGK 247.7 182 CSSCRDQGK 2020 151 1~3 years 1
KAT6A 8 41839382 G T HLA-A*11:01 CSYCRDQGK 295.7 155 CSSCRDQGK 2020 151 1~3 years 1
KCNK4 11 64065719 G C HLA-A*30:01 RAQMGGLTA 115.7 246 RAEMGGLTA 1435.5 173 1~3 years 1
KCNMA1 10 78647166 G A HLA-A*30:01 RASLFHSSH 454.7 35 RASLSHSSH 859.8 236 1~3 years 1
KDELR3 22 38877428 C T HLA-A*02:14 AVVSGVVQI 247.2 183 AVVSGVVQT 3023.6 127 0~6 months 1
KIF22 16 29811344 C G HLA-A*30:01 AAAASASQK 191.3 208 AAPASASQK 676.8 262 0~6 months 1
KRT5 12 52908828 A C HLA-A*68:01 GGSGFSASR 422 60 GGSGFSASS 30357.3 1 0~6 months 1
L3MBTL2 22 41622679 G T HLA-A*30:01 HTFNWENYL 415 65 QTFNWENYL 1409.1 178 1~3 years 1
LAG3 12 6882381 G A HLA-A*30:01 GAKVPVVWA 319.8 133 GAEVPVVWA 12415.8 39 1~3 years 1
LAMA3 18 21513817 G T HLA-C*07:01 FSLNKPPFL 263 175 CSLNKPPFL 3308.3 118 0~6 months 1
LAMA3 18 21513817 G T HLA-C*05:01 FSLNKPPFL 415.5 64 CSLNKPPFL 3308.3 118 0~6 months 1
LAMA3 18 21513817 G T HLA-A*02:01 FSLNKPPFL 355.8 115 CSLNKPPFL 3308.3 118 0~6 months 1
LDHAL6A 11 18487199 C A HLA-A*02:14 LVTENSNLV 484.4 14 LVTANSNLV 1059.1 210 0~6 months 1
LDHAL6A 11 18487199 C A HLA-B*50:01 TENSNLVII 409.5 71 TANSNLVII 694.2 259 0~6 months 1
LHX6 9 124976629 G A HLA-B*35:01 LTLEGAVPL 490.5 6 LTLEGAVPS 5580.8 84 1~3 years 1
LRRC4B 19 51021087 G A HLA-A*02:01 ALAVSVAAA 171.7 213 ASAVSVAAA 8436.2 65 1~3 years 1
MAML1 5 179160324 G A HLA-A*30:01 RTGKHRQPP 291.1 160 RAGKHRQPP 1722.8 160 0~6 months 1
MAPKAPK2 1 206905957 A C HLA-A*03:01 ALATMRVAY 394.7 82 ALATMRVDY 752.8 250 0~6 months 1
MCAM 11 119185956 C G HLA-A*02:14 AQQPAPELV 330.4 131 AEQPAPELV 723 254 0~6 months 1
MLN 6 33763367 C T HLA-A*03:01 MIKLTAPLK 38.4 288 MIKLTAPLE 12008.6 43 0~6 months 1
MMP3 11 102713296 G A HLA-A*30:01 LTYRIVNYI 313.2 143 LTYRIVNYT 1339.9 184 0~6 months 1
MROH9 1 170928676 A G HLA-A*02:14 SSFGMLVVV 82.1 262 SSFGMLVVM 587.9 282 0~6 months 1
MROH9 1 170928676 A G HLA-C*15:05 SSFGMLVVV 460.8 32 SSFGMLVVM 587.9 282 0~6 months 1
MROH9 1 170928676 A G HLA-A*02:01 SSFGMLVVV 233.7 189 SSFGMLVVM 587.9 282 0~6 months 1
MTNR1A 4 187455559 C G HLA-A*30:01 RSIFNITGI 75.5 266 GSIFNITGI 1363.2 181 0~6 months 1
MTNR1A 4 187455559 C G HLA-A*30:01 VIRSIFNIT 494.2 3 VIGSIFNIT 13130.1 31 0~6 months 1
MTNR1A 4 187455559 C G HLA-A*30:01 SVIRSIFNI 399.1 77 SVIGSIFNI 928.8 223 0~6 months 1
MTO1 6 74190042 A C HLA-A*02:01 GVLLLLPRL 490.4 7 GVLLLLPRM 2460.5 137 1~3 years 1
MTUS2 13 29599320 A G HLA-A*68:01 HVPKDRLAK 272.7 171 HVPKDKLAK 537.9 301 0~6 months 1
MUC12 7 100634473 G T HLA-A*02:01 STDTTLSPV 358.8 112 STDTTLSPG 19253 11 6~12 months 1
MUC16 19 9047289 G A HLA-A*30:01 STLPVSPGA 141.5 229 PTLPVSPGA 4713.7 98 1~3 years 1
MUC17 7 100677692 G C HLA-C*15:05 VANSQASTL 471.2 22 VANSEASTL 754.4 249 0~6 months 1
MUC3A 7 100608792 C T HLA-C*06:02 FYFPLVEAI 305.7 149 FYFPLVEAT 5527 86 0~6 months 1
MUC4 3 195517108 G A HLA-A*30:01 KIFTAFHTQ 347.3 124 KISTAFHTQ 932.7 222 1~3 years 1
MYBL1 8 67509718 C T HLA-A*11:01 LIAKHLKGK 411 68 LIAKHLKGR 5412.6 87 1~3 years 1
MYH4 17 10369929 T A HLA-A*30:01 KVSYVKAIV 121.9 241 KESYVKAIV 1542.3 168 0~6 months 1
MYO9A 15 72320124 C T HLA-A*11:01 GTVLGAYVK 33.4 291 GTVLGAYVE 14166.7 28 1~3 years 1
MYRFL 12 70291009 G A HLA-A*30:01 ISKRIIVRA 70.6 270 ISERIIVRA 6407 78 1~3 years 1
MYRFL 12 70291009 G A HLA-A*11:01 YLLSAHISK 39.3 287 YLLSAHISE 14403 25 1~3 years 1
MYRFL 12 70291009 G A HLA-A*30:01 YLLSAHISK 426.6 57 YLLSAHISE 14403 25 1~3 years 1
NAA16 13 41941722 G A HLA-C*06:02 ARSAIKIYL 307.3 147 ARSAIEIYL 538.9 299 0~6 months 1
NAT10 11 34167706 C A HLA-A*03:01 KLKNRETKK 72.8 269 KLKNRETKN 21444.8 9 0~6 months 1
NAV1 1 201757655 G A HLA-A*30:01 RSNSIPTHK 30.8 294 RSNSIPTHE 1538.8 169 1~3 years 1
NAV1 1 201757655 G A HLA-A*11:01 RSNSIPTHK 48.1 283 RSNSIPTHE 1538.8 169 1~3 years 1
NDC80 18 2575037 G A HLA-A*30:01 KRKVSLFGK 385.7 91 ERKVSLFGK 6260.1 80 0~6 months 1
NDC80 18 2575037 G A HLA-A*30:01 LSINKPTSK 249.7 180 LSINKPTSE 11419.9 47 0~6 months 1
NDST1 5 149907519 G A HLA-B*07:02 LPGKDWTVF 462.3 30 LPGEDWTVF 1027.1 214 0~6 months 1
NECAB3 20 32257249 G A HLA-B*73:01 EHLGVYWPV 120.8 242 EHLGVYRPV 989 216 0~6 months 1
NEK11 3 131068496 G A HLA-A*02:05 EIHECLEKV 322 132 EIRECLEKV 1103.6 205 0~6 months 1
NEK5 13 52661577 G A HLA-A*30:01 KQLGLRPFS 374.6 98 KQLGLRPSS 784.2 243 1~3 years 1
NFATC2 20 50179137 T A HLA-B*50:01 REAAFRLGL 279.3 166 REAAFRLGH 3763.2 114 0~6 months 1
NFIC 19 3381723 C T HLA-A*02:01 CLTQDEFHL 274.8 168 CLTQDEFHP 20493.5 10 6~12 months 1
NFKBIE 6 44227000 C A HLA-A*02:01 LLPFYDLKI 184 211 LLPFDDLKI 986.3 217 6~12 months 1
NLRP8 19 56477731 G A HLA-B*08:01 VLRSPRCHL 471 23 VLRSPRCRL 538.9 299 0~6 months 1
NPFFR2 4 73012825 G A HLA-A*30:01 AVMLHVQEK 58.8 276 AVMLHVQEE 4744.9 96 1~3 years 1
NPFFR2 4 73012825 G A HLA-A*11:01 AVMLHVQEK 12.6 309 AVMLHVQEE 4744.9 96 1~3 years 1
NPHP4 1 5935021 C T HLA-B*44:02 LEVAEFFEF 146.8 227 LGVAEFFEF 4708.4 99 6~12 months 1
NPY5R 4 164272555 T C HLA-A*30:01 VSAVSWMPL 367.9 105 VFAVSWMPL 1519.6 171 0~6 months 1
NTF4 19 49565092 C G HLA-C*07:01 ARPPLLFLL 431.4 53 AGPPLLFLL 7887.4 68 0~6 months 1
OGDH 7 44687322 G A HLA-B*07:02 MPADIISST 449.4 39 VPADIISST 881.9 229 0~6 months 1
OR14J1 6 29274500 C T HLA-B*35:01 LTSMSGFLF 313.6 142 LTSMSGFLL 1619.9 164 1~3 years 1
OR2AP1 12 55968383 G A HLA-A*02:01 FLQNFSFLE 410.1 70 FLRNFSFLE 1580.4 166 6~12 months 1
OR2AP1 12 55968383 G A HLA-A*02:01 LQNFSFLEI 377.7 94 LRNFSFLEI 2297.3 143 6~12 months 1
OR2Y1 5 180166921 G C HLA-A*02:01 IMALSWLDL 439.7 46 IIALSWLDL 1931 155 0~6 months 1
OR2Y1 5 180166921 G C HLA-C*15:05 FGNTIIMAL 368.3 104 FGNTIIIAL 640.9 270 0~6 months 1
OR4C6 11 55433123 A C HLA-C*15:05 HAMIQLLFL 490 8 HAMIQLLFM 851.7 237 0~6 months 1
OR4C6 11 55433122 C G HLA-A*02:01 LLMYQIPFC 65.4 272 LFMYQIPFC 7850.3 69 0~6 months 1
OR4C6 11 55433122 C G HLA-A*02:14 LLMYQIPFC 348.8 122 LFMYQIPFC 7850.3 69 0~6 months 1
OR4C6 11 55433123 A C HLA-A*02:14 HAMIQLLFL 294.3 157 HAMIQLLFM 851.7 237 0~6 months 1
OR8K1 11 56114323 C A HLA-A*02:14 LQPKYSHTL 215.5 197 LQPKSSHTL 707.3 258 0~6 months 1
ORC5 7 103848283 C T HLA-A*11:01 SILQSLFGK 7.3 312 SILQSLFGE 3917.9 109 1~3 years 1
OSBPL1A 18 21746630 C T HLA-A*30:01 TSFAMVLNK 77.7 264 TSFAMVLNE 6031.5 82 0~6 months 1
OTOF 2 26697431 G A HLA-A*02:14 YQIYCGNAT 489.4 10 YQIYRGNAT 1100.1 206 0~6 months 1
PADI1 1 17559454 C A HLA-A*30:01 RILIGRSFP 195.9 207 RILIGSSFP 671.1 267 0~6 months 1
PADI1 1 17559454 C A HLA-A*30:01 RSFPKSGGR 100 255 SSFPKSGGR 572.7 288 0~6 months 1
PARVB 22 44528813 T G HLA-A*03:01 RVSLAMHFR 209.2 199 LVSLAMHFR 915.7 224 0~6 months 1
PARVB 22 44528813 T G HLA-B*27:05 LRVSLAMHF 94.6 258 LLVSLAMHF 7676 74 0~6 months 1
PASD1 X 150791531 C A HLA-B*50:01 MQQLYTSKA 469.1 26 LQQLYTSKA 1147.8 200 0~6 months 1
PASD1 X 150791531 C A HLA-A*02:01 QLMQQLYTS 365.8 107 QLLQQLYTS 1334.4 187 0~6 months 1
PASK 2 242079424 C A HLA-A*03:01 SIQDLIGQK 207.8 200 SSQDLIGQK 741.1 252 0~6 months 1
PCDH7 4 30921970 G A HLA-A*11:01 TTPDGSVGK 355.4 116 TTPDGSVGE 24479.9 5 1~3 years 1
PCDHA13 5 140262046 C T HLA-B*44:02 AELVPRLFW 10.2 311 AELVPRLFR 8198.1 67 0~6 months 1
PCDHA5 5 140202985 C T HLA-A*02:14 GVLPLGSNV 356 114 GVPPLGSNV 1603.7 165 0~6 months 1
PCDHA5 5 140202985 C T HLA-B*07:05 LPLGSNVTL 33.7 290 PPLGSNVTL 2404.2 139 0~6 months 1
PCGF1 2 74732493 C G HLA-A*30:01 MTMKHIWLS 139 231 MTMKQIWLS 561.1 296 0~6 months 1
PCNX2 1 233363056 T A HLA-C*06:02 NRVQFYKFI 378.6 93 NREQFYKFI 1809.5 159 1~3 years 1
PCOLCE 7 100205292 G C HLA-A*30:01 KSMVRQPGE 207.3 202 KSMVREPGE 789 241 1~3 years 1
PCSK2 20 17446158 G A HLA-A*30:01 KTVPKRFHC 435 50 KTVPERFHC 1669.1 161 0~6 months 1
PGAM2 7 44104959 G A HLA-A*02:05 FDICYMSVL 410.4 69 FDICYTSVL 680.5 261 0~6 months 1
PHLPP2 16 71715774 G A HLA-C*06:02 QRISTVDLL 337.3 128 QRISTVDLS 22054.3 8 1~3 years 1
PHOSPHO1 17 47302215 C A HLA-C*06:02 LRATYREVF 349.8 121 LRATYREGF 593.4 281 0~6 months 1
PIF1 15 65108897 G A HLA-A*02:05 FASGQAYVV 78.5 263 FASGQAYVA 505 307 1~3 years 1
PKN1 19 14578718 G A HLA-A*30:01 SGKLFAIKA 373.4 99 SGELFAIKA 10798.1 52 0~6 months 1
PKN1 19 14578718 G A HLA-A*30:01 KLFAIKALK 26.4 300 ELFAIKALK 1835 158 0~6 months 1
PLA2G12B 10 74695419 G A HLA-A*02:01 FMNSQWAAC 274.4 169 FMNSQRAAC 3170.8 122 1~3 years 1
PLA2G12B 10 74695419 G A HLA-A*02:01 SQWAACICA 444.7 42 SQRAACICA 10179.9 55 1~3 years 1
PLEC 8 144998546 C T HLA-A*30:01 RLKTKAEIA 199.3 205 RLKTEAEIA 748.4 251 0~6 months 1
PLG 6 161162350 G A HLA-A*02:05 IITDKVIPA 315.9 139 VITDKVIPA 504.9 308 0~6 months 1
POTEC 18 14542627 C G HLA-A*30:01 QNRTALHLA 250.4 179 QKRTALHLA 1645.7 162 1~3 years 1
POTEG 14 19563505 C A HLA-A*30:01 SSQDLSGQK 447.6 40 SSQDLSGQT 12053.5 41 1~3 years 1
POTEG 14 19563505 C A HLA-A*30:01 KAREYAVSS 28.9 296 TAREYAVSS 1248.2 192 1~3 years 1
POTEG 14 19563505 C A HLA-A*11:01 SSQDLSGQK 118.6 245 SSQDLSGQT 12053.5 41 1~3 years 1
PPP6R2 22 50882450 C T HLA-A*30:01 AVFSALAVA 301.1 150 AVSSALAVA 622.7 274 0~6 months 1
PRKD3 2 37513484 C G HLA-A*30:01 KTIPSWSGR 126.5 237 KRIPSWSGR 4164.6 106 0~6 months 1
PRNP 20 4680333 G A HLA-A*02:05 NMHHYPNQV 474.3 19 NMHRYPNQV 939.3 221 0~6 months 1
PSCA 8 143763351 T A HLA-A*30:01 RAVGHLTVI 482.3 15 RAVGLLTVI 1121.1 204 1~3 years 1
PSRC1 1 109823414 C G HLA-A*30:01 RQSGHKVPV 274.4 169 RESGHKVPV 1252.3 191 0~6 months 1
PTPMT1 11 47587364 G A HLA-A*30:01 VSRAGKPGP 423 59 VSRAGEPGP 1294.8 188 1~3 years 1
PTPN14 1 214556706 G A HLA-B*35:01 EPVKERPVF 134.5 234 EPVKERPVS 8403.9 66 1~3 years 1
PTPRR 12 71077918 C T HLA-A*03:01 IVMITKLKK 50.2 280 IVMITKLKE 13238 30 0~6 months 1
PWWP2A 5 159520491 G A HLA-C*06:02 KRNAVVKVL 165.1 219 KRNAVVKVS 7706.2 73 0~6 months 1
PXDN 2 1652184 C T HLA-B*50:01 FEVAGKMRV 375.4 97 FGVAGKMRV 1643.7 163 0~6 months 1
PXDN 2 1652184 C T HLA-A*02:01 GLFEVAGKM 476.6 18 GLFGVAGKM 1156 199 0~6 months 1
PXDNL 8 52320883 G A HLA-A*30:01 VFRGLFGVA 335.5 130 VLRGLFGVA 650 268 1~3 years 1
RANBP2 2 109345598 A G HLA-C*07:02 MRGFYFAKL 197.5 206 MKGFYFAKL 4041 108 1~3 years 1
RAP1B 12 69047982 G T HLA-A*02:01 YLQDLREQI 44.1 286 DLQDLREQI 16396.3 18 0~6 months 1
RAP1B 12 69047982 G T HLA-A*02:14 YLQDLREQI 166.7 217 DLQDLREQI 16396.3 18 0~6 months 1
RAP1B 12 69047982 G T HLA-A*02:14 STFNYLQDL 248.3 181 STFNDLQDL 836.6 239 0~6 months 1
RFTN2 2 198436878 G A HLA-A*11:01 SSSRECWTK 49.7 281 SPSRECWTK 7819.8 71 1~3 years 1
RIPOR1 16 67576391 C T HLA-B*35:01 HSAPSPLTY 18.8 305 HSAPSPLTH 1558.8 167 1~3 years 1
RLF 1 40705377 A T HLA-A*30:01 TLLFRGTLK 492.8 5 TLLYRGTLK 674 265 0~6 months 1
RMND5A 2 86947849 G T HLA-A*03:01 SVYGQLCER 408.8 72 SGYGQLCER 5980.2 83 0~6 months 1
RP1L1 8 10470559 G A HLA-A*02:14 MAASGEDPV 452.7 36 TAASGEDPV 3429.7 117 0~6 months 1
RPGRIP1L 16 53706856 C G HLA-A*30:01 MQLKQQRLK 315.2 140 MQLKEQRLK 719.2 255 0~6 months 1
RPS15A 16 18799453 C T HLA-A*11:01 MMKHGYIGK 155.6 222 MMKHGYIGE 1430.7 174 1~3 years 1
RPS15A 16 18799453 C T HLA-A*30:01 MMKHGYIGK 19.7 304 MMKHGYIGE 1430.7 174 1~3 years 1
RRAS2 11 14380321 G C HLA-A*01:01 LTMQFIQSY 348.7 123 LTIQFIQSY 1073.4 207 0~6 months 1
RSPH10B;RSPH10B2 7 6006588 C T HLA-A*30:01 MQLNKVKPK 151.2 224 MQLNEVKPK 673.6 266 0~6 months 1
RSPH9 6 43612976 G T HLA-B*07:05 RVLFCGRIL 350.1 120 RVLFWGRIL 602.2 277 0~6 months 1
RSPO1 1 38082275 C G HLA-A*30:01 KSSPKLFIL 216.2 196 KCSPKLFIL 4372.9 102 0~6 months 1
RUNX2 6 45390485 G C HLA-B*50:01 QQQAAAAAA 430.4 54 QQEAAAAAA 1342.4 183 0~6 months 1
RYR1 19 38948795 A G HLA-A*30:01 TARATHLRV 102.2 254 TAQATHLRV 2747.6 133 0~6 months 1
SARS 1 109780458 G T HLA-B*08:01 GSKKKAAAI 388.5 87 GSKKKAAAR 8594 63 0~6 months 1
SBNO1 12 123804571 C A HLA-A*30:01 TVRKGRVVS 286 163 TGRKGRVVS 1483.6 172 0~6 months 1
SCRT1 8 145559753 C T HLA-A*30:01 RTRSDLGAP 74.6 267 RARSDLGAP 516 303 0~6 months 1
SCUBE3 6 35211854 G T HLA-A*02:01 TLCFPCGGV 418.3 62 TLCFPCGGG 17522.2 16 0~6 months 1
SERINC4 15 44087644 G A HLA-C*07:01 LSYNYSAFY 428.5 55 LSYNYSAFH 500.6 309 0~6 months 1
SERINC4 15 44087644 G A HLA-C*06:02 LSYNYSAFY 299.4 151 LSYNYSAFH 500.6 309 0~6 months 1
SERINC4 15 44087644 G A HLA-A*68:01 LSYNYSAFY 77.7 264 LSYNYSAFH 500.6 309 0~6 months 1
SERINC4 15 44087644 G A HLA-A*01:01 LSYNYSAFY 60.9 274 LSYNYSAFH 500.6 309 0~6 months 1
SERINC4 15 44087644 G A HLA-B*57:01 LSYNYSAFY 235.1 188 LSYNYSAFH 500.6 309 0~6 months 1
SH3YL1 2 224893 G T HLA-B*37:01 NEYKLYHGL 391.3 84 NEYKLYPGL 594.4 279 0~6 months 1
SI 3 164700806 T A HLA-C*07:02 LFNLNQTTL 425 58 QFNLNQTTL 1197.9 198 0~6 months 1
SIM1 6 100868795 C A HLA-A*02:01 GLQLSLDHI 443.3 44 GLQLSLDQI 593.5 280 0~6 months 1
SLC24A3 20 19677516 G A HLA-C*05:01 MPDCMASLI 414.6 66 VPDCMASLI 731 253 1~3 years 1
SLC25A25 9 130863623 C T HLA-B*13:02 MQSLWDLGV 468.9 27 MQSLRDLGV 2825.6 132 1~3 years 1
SLC27A1 19 17598136 G C HLA-B*07:02 LAQIPSKAM 433.1 52 LAQIPSKGM 4179.2 105 0~6 months 1
SLC44A4 6 31831439 C T HLA-A*30:01 KNKAPPDNK 463.2 28 KNEAPPDNK 12277.1 40 0~6 months 1
SLCO1B1 12 21331588 C T HLA-B*07:05 MLRGIGETL 151 225 MLRGIGETP 14786 21 0~6 months 1
SLCO1B7 12 21172304 T C HLA-A*02:01 FLMGYYRYS 16.8 306 FFMGYYRYS 4260.1 103 0~6 months 1
SLCO1B7 12 21172304 T C HLA-A*02:14 FLMGYYRYS 47.2 284 FFMGYYRYS 4260.1 103 0~6 months 1
SLITRK3 3 164907142 G A HLA-A*02:01 VIWEIQPAA 104.9 252 VIREIQPAA 5312.6 90 1~3 years 1
SNTG1 8 51571192 C T HLA-A*01:01 RAEKTFLVY 479.5 16 RAEKTFSVY 1230.8 195 0~6 months 1
SNTG1 8 51571192 C T HLA-A*03:01 FLVYEIMCK 397.5 80 FSVYEIMCK 1242.7 193 0~6 months 1
SON 21 34926006 C T HLA-A*02:05 NLFSGDQNL 286.3 162 NLSSGDQNL 877.5 231 1~3 years 1
SON 21 34926006 C T HLA-A*02:01 NLFSGDQNL 107.2 250 NLSSGDQNL 877.5 231 1~3 years 1
SORCS1 10 108389038 C T HLA-B*08:01 NMGIFRVTV 495.8 2 NVGIFRVTV 2447.3 138 0~6 months 1
SOS2 14 50697977 C T HLA-A*30:01 MQQAPQPYK 30.3 295 MQQAPQPYE 2330 142 0~6 months 1
SPTBN5 15 42172360 C G HLA-A*30:01 KYQNFLTAL 390.9 85 KYENFLTAL 2621 134 0~6 months 1
ST8SIA5 18 44262005 C T HLA-A*30:01 RCNLPPISK 293.6 159 RCNLPPISE 12654 35 1~3 years 1
ST8SIA5 18 44262005 C T HLA-A*30:01 ISKKYTMDV 168.4 216 ISEKYTMDV 9552.8 56 1~3 years 1
STRN4 19 47236410 T A HLA-C*15:05 RSLLGRSLV 306.6 148 RSLLGRSLE 17694.6 14 0~6 months 1
SV2A 1 149884901 G T HLA-A*02:01 RLQWTLYFV 6 313 RFQWTLYFV 1069.3 209 6~12 months 1
SYCP1 1 115398170 G A HLA-B*27:05 LRGDSTFFK 427.8 56 LGGDSTFFK 2244.9 144 0~6 months 1
TAB2 6 149718764 G A HLA-A*03:01 ALLVHQKAK 154.6 223 ALLVHQKAR 2999.9 129 0~6 months 1
TBC1D20 20 419457 C G HLA-A*30:01 STFKDFQLA 339.5 126 STFKDFELA 1028 213 1~3 years 1
TDRD5 1 179620154 G C HLA-C*06:02 FRTEGHAIV 170.6 214 LRTEGHAIV 784.4 242 0~6 months 1
TEKT5 16 10769901 T A HLA-A*02:01 RLFTDTNLA 132 235 RQFTDTNLA 2507.2 136 6~12 months 1
TEKT5 16 10769901 T A HLA-A*02:01 TLSDQMWRL 13.5 308 TLSDQMWRQ 11628.3 45 6~12 months 1
TGIF2LX X 89177721 G A HLA-B*14:02 EHANFSSFL 470.6 24 EHADFSSFL 559.4 297 1~3 years 1
TIAM1 21 32585770 C T HLA-A*30:01 GTKAVKKSL 386.4 89 GTEAVKKSL 10933.5 51 0~6 months 1
TNPO1 5 72179035 G T HLA-A*11:01 YTISDWNLR 443.5 43 DTISDWNLR 7453.2 76 1~3 years 1
TRIM49 11 89531545 A G HLA-C*15:05 KTDGKAGLF 455.5 34 KIDGKAGLF 3616.8 116 0~6 months 1
TRIM49B 11 49059477 A T HLA-C*07:02 IYTIPICSF 489.6 9 IYTIPNCSF 614 275 1~3 years 1
TRMT1 19 13218606 C T HLA-A*30:01 AVKTNAPAS 220.3 194 AVKTDAPAS 898.6 225 0~6 months 1
TRMT1 19 13218606 C T HLA-A*30:01 KTNAPASAL 84.9 261 KTDAPASAL 3014.9 128 0~6 months 1
TTN 2 179442860 G C HLA-B*08:01 WKRAKKTPI 51.1 279 WKRANKTPI 565.5 293 0~6 months 1
TTN 2 179572377 G C HLA-C*07:01 FRFASGTAV 33 292 FSFASGTAV 674.8 263 0~6 months 1
TTN 2 179642153 C A HLA-A*02:01 TLEAVEHQV 280.8 165 TVEAVEHQV 4158.7 107 0~6 months 1
TTN 2 179572377 G C HLA-C*07:02 FRFASGTAV 53.1 277 FSFASGTAV 674.8 263 0~6 months 1
UBA1 X 47058942 G A HLA-A*30:01 RLAKLNSYV 272.5 172 RLAELNSYV 766.3 247 1~3 years 1
UGT2B15 4 69535724 G C HLA-B*44:02 DEMIFMERI 239.2 186 DQMIFMERI 5314.3 89 0~6 months 1
VCP 9 35059111 C T HLA-A*30:01 KLAIRESIK 271.7 174 KLAIRESIE 12529.4 36 1~3 years 1
VCP 9 35059111 C T HLA-A*11:01 KLAIRESIK 496.6 1 KLAIRESIE 12529.4 36 1~3 years 1
VWA3B 2 98809434 G C HLA-A*30:01 LIHTSHSMK 62.5 273 LIDTSHSMK 3183.8 121 0~6 months 1
VWA3B 2 98809434 G C HLA-A*30:01 HTSHSMKSK 147.1 226 DTSHSMKSK 9194 60 0~6 months 1
WASHC4 12 105534163 C T HLA-B*13:02 LQHQALHFI 452.6 37 LQHQALHSI 567.4 291 1~3 years 1
WBP4 13 41650272 G A HLA-A*30:01 KSKSSDSHS 336.3 129 ESKSSDSHS 17074 17 0~6 months 1
WDR17 4 177100655 G C HLA-A*02:14 SAISFNDAL 470.2 25 SAISLNDAL 1011.1 215 0~6 months 1
WNK1 12 1017163 C T HLA-B*07:05 WARDAMNLL 438.5 48 WARDAMNLS 9528.6 57 0~6 months 1
WNK2 9 96060263 G A HLA-A*30:01 RQRKTSKSK 14.6 307 RRRKTSKSK 562.7 294 1~3 years 1
YTHDF2 1 29069959 C T HLA-A*02:14 PVLEKLWSI 296.2 154 PVLEKLRSI 11152.4 48 0~6 months 1
YTHDF2 1 29069959 C T HLA-A*02:01 PVLEKLWSI 365.8 107 PVLEKLRSI 11152.4 48 0~6 months 1
ZGRF1 4 113506789 C T HLA-A*30:01 TSLKGKKLK 439.7 46 TSLKGEKLK 509.3 306 1~3 years 1
ZGRF1 4 113506789 C T HLA-A*30:01 SFYTSLKGK 165.2 218 SFYTSLKGE 5242.1 92 1~3 years 1
ZHX3 20 39831018 G A HLA-A*02:01 VIAPGNWEL 32.9 293 VIAPGNREL 1429.8 176 6~12 months 1
ZNF181 19 35231800 G A HLA-A*30:01 LSKPQKISA 87.3 260 LSEPQKISA 6269 79 1~3 years 1
ZNF20 19 12244414 T C HLA-A*03:01 VMHSGGGPY 387.2 88 VMHSGDGPY 1205.6 197 0~6 months 1
ZNF432 19 52538366 T A HLA-C*02:02 KANSTISQV 399 78 KANSTKSQV 3039.2 124 6~12 months 1
ZNF438 10 31139029 G A HLA-B*07:02 LVALPHVAL 313.9 141 LVALPHVAS 9467 59 0~6 months 1
ZNF451 6 57012567 G A HLA-A*30:01 RYFYKMDEV 461.3 31 RYFYEMDEV 2199.5 147 1~3 years 1
ZNF451 6 57012567 G A HLA-A*11:01 HNGHRYFYK 337.4 127 HNGHRYFYE 9071 61 1~3 years 1
ZNF451 6 57012567 G A HLA-A*30:01 HNGHRYFYK 253.2 178 HNGHRYFYE 9071 61 1~3 years 1
ZNF530 19 58118248 G A HLA-A*30:01 FQHRRAHTK 137.2 233 FRHRRAHTK 2060.7 150 1~3 years 1
ZNF565 19 36673412 G A HLA-B*35:01 FGSQLIEHY 434.3 51 LGSQLIEHY 1861.5 157 1~3 years 1
ZNF566 19 36940384 C G HLA-B*08:01 TRHHRIHTA 445.5 41 TRHHRIHTG 2885.7 131 0~6 months 1