Human Tonsil Reference Explorer

Annotation Markers

celltype.l1
LabelMarkers
Activated Naive BMIR155HG, SLAMF1, MYC, CD83, HSP90AB1, DDX21, EGR3, FCER2, REL, SYNGR2
CD4 TCHGB, KSR2, IL21, GNG4, CD40LG, ICOS, CTLA4, PDCD1, DRAIC, ICA1
CD8 TGZMH, CXCR6, TRGC2, ITGA1, KLRG1, MIAT, CD8A, CCL5, PPP2R2B, GPR171
Cycling BE2F8, CDCA2, NUGGC, CLSPN, ANLN, MYBL1, FAM111B, KIF4A, NUF2, GTSE1
Cycling follicular dendriticS100A1, ERH, NPM1, C1QBP, MIF, CXCL14, PRMT1, RPLP0, YBX1, POLR2I
Cycling myeloidCIT, KPNA2, CSF1R, POLQ, CKAP2L, KIF14, AURKA, MMP9, KIF15, AURKB
Cycling TIL21, CTLA4, CORO1B, MAF, KIF15, SMC3, RRM2, PDCD1, SPOCK2, ICOS
DendriticCLEC9A, ZNF366, CLEC10A, ST18, RTN1, LAD1, AC090559.1, CPVL, CCDC26, SHTN1
Double negative TFGFBP2, PTPN3, LAYN, FASLG, IL19, CAV1, MIR4422HG, DTHD1, PRDM8, CD5
EpithelialIL36A, C5orf66-AS1, MAB21L4, RNF39, FUT3, SPRR1A, C1orf116, KLK11, RNASE7, PADI1
Follicular dendriticAL139379.1, NR2F1, NR2F2-AS1, OSMR-AS1, SERPINA3, LINC02251, TCIM, GABRG3, CACNA2D1, DZIP1
Germinal center BSERPINA9, SUGCT, LOXL2, MEF2B, ELL3, CD40, SYBU, DNAJC10, SUSD3, AC012368.1
GranulocytesADGRG3, FCGR3B, MCEMP1, ORM1, CXCL2, PI3, AQP9, SLC11A1, CXCL8, G0S2
Innate lymphoidKRT81, KRT86, SLC4A10, SH2D1B, RORC, IL23R, LIF, TNFSF11, NCR1, XCL1
MastTAL1, AL157895.1, TPSD1, ADCYAP1, IL1RL1, CDK15, HDC, GCSAML, MLPH, CALB2
Memory BFCRL4, TNFRSF13B, BHLHE41, CLECL1, FCGR2B, SP110, SP140, CCR6, TLR10, FCRL2
Monocyte/macrophageAC104809.2, CD163, SULT1C2, VCAN, FPR3, CD163L1, TCN2, STAB1, VNN1, RTN1
Naive BABCB4, HVCN1, LINC00926, LINC02397, SP100, VAV3-AS1, COL19A1, RABEP2, FCER2, IGHD
Naive CD4 TCHRM3-AS2, TOMM7, RPL30, ITGA6, LDHB, NOSIP, RPS25, RPS14, RPS15A, RPL11
Naive CD8 TLINC02446, CD8B, LRRN3, LDLRAP1, CD8A, CCR7, NELL2, PRKCQ-AS1, RCAN3, RPS12
Natural killerKIR2DL4, SPTSSB, SH2D1B, ZMAT4, KLRC1, KLRC2, KLRC3, NCR1, NCAM1, XCL2
PlasmaIGKV1-6, IGHV3-21, IGKV1-39, IGLV3-27, IGLV3-19, IGLV4-69, IGKV3-15, IGHV1-18, IGHV4-34, IGLV2-23
Plasmacytoid dendriticAC097375.1, CYYR1, C5orf64, KCNK17, KCNK10, LCNL1, LINC01478, ADGRB3, RASD1, LINC02207
preB/TRAG2, SPTA1, ARPP21, VPREB1, RAG1, HRK, IGLL1, MME, ACSM3, AEBP1
celltype.l2
LabelMarkers
aDC1GPR153, GPR157, CD1E, TNNT2, LAD1, HSD11B1-AS1, G0S2, NEURL3, NRP2, LAMP3
aDC2PRDM16, S100A2, LAD1, LAMP3, FABP4, BX255923.2, MYOZ1, C11orf96, NRXN2, SLC6A12
aDC3LAD1, LAMP3, FSCN1, AOC1, IDO1, CCL19, RASSF4, LGALS2, TMEM176A, TIFAB
Basal cellsSFN, GJB5, GBP6, S100A2, S100A16, S100A14, MIR205HG, MAB21L4, ADH7, PITX1
C1Q HLA macrophagesTNFRSF9, C1QA, C1QC, C1QB, C1orf54, LMNA, SLAMF8, FCER1G, FCGR3A, OLFML2B
CD14+CD55+ FDCANKRD65, VWA1, RNF207, TNFRSF9, PDPN, EPHB2, GJB3, GJA4, DNALI1, CYP4B1
CD16-CD56- NKCD160, FCER1G, FCGR3A, SH2D1B, XCL2, XCL1, FASLG, GNLY, IL18RAP, EOMES
CD16-CD56+ NKFCER1G, SH2D1B, XCL2, XCL1, LINC00299, ID2, GNLY, IL18RAP, SPTSSB, GZMK
CD16+CD56- NKFCRL6, FCGR3A, SH2D1B, GNLY, IL18RAP, CXCR2, CXCR1, CX3CR1, FGFBP2, GZMA
CD56+ gd TZNF683, FCRL6, XCL2, XCL1, LINC01871, GNLY, CD8A, ITGA1, PPP2R2B, TRGC2
CD8 TfTNFRSF9, RGS4, XCL2, XCL1, FASLG, CD8A, AGAP1, LINC02084, EOMES, LINC01967
CM CD8 TCD2, CD8A, CD8B, GPR171, IL7R, ITGA1, GZMK, GZMA, SAMD3, GIMAP7
CM Pre-non-TfhTNFRSF4, TNFRSF25, DHRS3, RCAN3, LDLRAP1, MAN1C1, EPB41, LCK, PATJ, AK5
CM PreTfhRCAN3, LDLRAP1, MAN1C1, EPB41, JUN, NFIA, PATJ, SYDE2, LRRC8C, DPYD
CryptFHAD1, IGSF21, TMEM54, GJB4, GJB3, CYP4X1, TACSTD2, GNG12, ARHGAP29, PALMD
csMBCCNR2, SMAP2, PATJ, PDE4B, ST6GALNAC3, LINC01781, DRAM2, SLC22A15, NOTCH2, TXNIP
csMBC FCRL4+KIF1B, TNFRSF1B, EFHD2, RUNX3, SH3BGRL3, CD52, FGR, THEMIS2, PTAFR, S100PBP
CXCR6+ RM CD8 TCD2, CD160, PYHIN1, FCRL6, SLAMF7, CD244, XCL2, FASLG, LGR6, LINC01871
CyclingC1QA, C1QC, C1QB, PLA2G7, IL22RA2, SERPINA1, MMP9, DAB2, MS4A6A, CD300LF
cycling FDCWLS, VCAM1, S100A1, DDR2, PRRX1, FCAMR, LAMB3, G0S2, VIT, EPAS1
cycling THES4, TNFRSF18, TNFRSF4, TNFRSF25, TNFRSF1B, UBXN10-AS1, STMN1, LCK, CLSPN, HEYL
DC recruiters CD8 TCD160, FCRL6, CD244, XCL2, XCL1, LINC01871, GNLY, CD8A, CD8B, LINC02084
DC1 matureMYCL, TACSTD2, NEGR1, LINC01750, PPM1J, LINC01356, LINC01357, TSPAN2, C1orf54, SHE
DC1 precursorLINC01750, C1orf54, RAB7B, BATF3, XCR1, RAB32, CPVL, IDO1, SHTN1, CLEC9A
DC2TMEM51, TRNP1, FGR, CSF3R, FHL3, MYCL, ELAVL4, CTTNBP2NL, CD101, ADAMTSL4
DC3MYCL, MTMR11, S100A12, CD1E, FCER1A, RGS18, IL1B, MARCO, CAVIN2, CX3CR1
DC4TMEM51, CSF3R, MYCL, ETV3L, SLAMF8, FCGR3A, RGS18, NID1, MARCO, P2RY13
DC5CSF3R, MYCL, ATP1A2, FCER1G, RGS18, SLC8A1, IL1B, SCN9A, SLC4A3, SH3BP4
DNMIR4422HG, S100A6, SLAMF7, CD247, FASLG, IL19, LYST, LINC01833, LCT, CD28
DZ FDCLINC02593, ANKRD65, MMP23B, RNF207, TNFRSF9, COL16A1, CSF3R, PTPRF, CYP4B1, CYP4X1
DZ migratory PC precursorLINC01333, LINC02362, LINC02523, LRRC52-AS1, MBL2, LINC01484, SDC1, LINC01717, DERL3, FNDC3B
DZ_G2M_CCNBHighINTS11, AURKAIP1, NADK, GNB1, CEP104, CAMTA1, SLC2A5, SLC25A33, PIK3CD, CLSTN1
DZ_G2M_HistoneHighINTS11, AURKAIP1, CDK11B, NADK, GNB1, CAMTA1, SLC2A5, CLSTN1, CTNNBIP1, LZIC
DZ_SphaseINTS11, CPTP, AURKAIP1, MRPL20, NADK, GNB1, ICMT, PHF13, THAP3, CAMTA1
DZ_Sphase_HistoneHighUBE2J2, PUSL1, INTS11, AURKAIP1, ATAD3A, CDK11B, NADK, GNB1, RER1, TP73
DZ-cell cycle exitSTMN1, HMGN2, CDC20, NUF2, ASPM, CENPF, CENPE, HMGB2, CCNB1, PTTG1
DZ-nonproliferativeSTMN1, HMGN2, ATP5IF1, LSM10, PRDX1, LAMTOR5, ANP32E, S100A10, MPC2, ARPC5
DZ-nonproliferative_FOXP1hiCPTP, TAS1R3, NOL9, TAS1R1, THAP3, SLC2A5, FUCA1, CLIC4, SYF2, STMN1
DZ/LZLINC01134, SLC2A5, SPEN, CAPZB, CLIC4, SYF2, EYA3, PTAFR, ATP5IF1, LAPTM5
Early GC-commited MYC+DUSP2, RASGEF1B, EGR1, CD74, PHACTR1, CD83, HLA-DRA, HLA-DRB5, HLA-DRB1, HLA-DQA1
Early PC precursorFRZB, SPARCL1, LINC01484, PPP1R17, TMEM52B, ETV7, PRDM1, RASSF6, FMNL2, NKX6-3
Eff-TregsHES4, TNFRSF18, TNFRSF4, TNFRSF25, TNFRSF1B, LCK, GBP2, GBP5, CSF1, CD2
epithelial_multiomeRNF223, ARHGEF16, ERRFI1, MIR34AHG, KAZN, TMEM51-AS1, TMEM51, EPHA2, PADI1, PADI3
FCRL5+ MBCFCRL5, KYNU, CCR1, HOPX, HLA-DPB1, DNAH8, KCNMA1, MS4A1, BHLHE41, SSPN
FDC_multiomePRDM16, GPR153, PDPN, ARHGEF10L, PLA2G2A, EPHB2, CYP4B1, CYP4X1, GLIS1, GNG12
FDCSP epitheliumPLA2G2F, SFN, PDZK1IP1, SPRR1B, SPRR2D, SPRR2F, S100A12, S100A16, S100A14, IL36G
FRCCD164L2, CYP4X1, ARHGAP29, MIR205HG, LINC01139, MAB21L4, LINC02009, MAGI1-IT1, C6orf141, IFNE
GC-commited metabolic activationENO1, SRM, MRTO4, YBX1, EBNA1BP2, PRDX1, SERBP1, CCT3, GPATCH4, STUM
GC-commited MIR155HG-FCRL5, PARP14, PHACTR1, CD83, HLA-DRA, HLA-DRB1, HLA-DQA1, HLA-DQB1, CD72, BIRC3
GC-commited MIR155HG+MFSD2A, HIVEP3, FCRL5, SLAMF1, REL, DUSP2, ARHGAP31, PARP14, TFRC, NFKB1
GC-Tf-regsPYHIN1, CD247, F5, TLR5, SUSD4, CHRM3-AS2, AAK1, MAL, CHN1, PLCL1
GC-Tfh-0X40TNFRSF18, TNFRSF4, TNFRSF25, PLK3, GBP2, KIAA1324, IGSF3, CD2, PYHIN1, RGS4
GC-Tfh-SAPTNFRSF18, TNFRSF4, PRKCZ, TNFRSF25, TNFRSF1B, CAMK2N1, ID3, SH3BGRL3, LCK, KIAA0319L
IFN1+ PDCEPHA2, LINC01226, MYCL, TTC39A, FCER1A, FCER1G, LINC01724, SLC35F3, PROC, SCN9A
IgD PC precursorSLC6A9, SLAMF7, SDC1, FRZB, CHPF, GMPPB, LINC00698, SYNPR, PDIA5, FNDC3B
IgG+ PC precursorSDF4, PIK3CD-AS2, SRM, C1orf167, PINK1, DDOST, PDIK1L, CNKSR1, THEMIS2, SMPDL3B
IgM+ early PC precursorOR4M2, LGALS16, LINC02437, VPREB1, LINC01965, CFAP54, RASSF6, LINC01484, OR1B1, PRDM1
IgM+ PC precursorCHPF, CHDH, IL17RB, LINC02362, LINC01484, LINC01485, PRDM1, CREB3L2, CTHRC1, ADM
IL7R DCTMEM51, FHAD1, ELAVL4, CD1E, FCER1A, RGS18, CD207, IL1RN, CALCRL, SLC4A3
IL7R MMP12 macrophagesVWA1, GPR153, TNFRSF9, MIR34AHG, TMEM51-AS1, TMEM51, FHAD1, ATP13A2, ARHGEF10L, HTR6
ILC1TTLL10, FCER1G, SH2D1B, XCL2, XCL1, LINC00299, GNLY, NMUR1, KIT, TRGC1
ITGAX ZEB2 macrophagesTNFRSF9, MIR34AHG, TMEM51-AS1, PLA2G2D, RAB42, SDC3, CSF3R, PTPRF, SYPL2, SHE
Light Zone GCBCDMRTA2, PATE1, NPY1R, DDX53, NKD2, TEX13D, NXPH3, ERC2-IT1, LINC00345, HTRA3
LZEYA3, MARCKSL1, MFSD2A, HIVEP3, PRDX1, MCOLN2, MTF2, BCAR3, NTNG1, VAV3-AS1
LZ FDCVWA1, TNFRSF9, PDPN, GJB3, GJA4, CITED4, FAM151A, GNG12, WLS, CNN3
LZ-BCL2A1 negCCDC28B, MARCKSL1, PRDX1, SEMA4A, FCRL3, PRDX6, RGS13, BPNT1, H3F3A, PARP1
LZ-DZ-re-entry early commitmentNOC2L, MRPL20, PARK7, ENO1, SRM, MRTO4, ZNF593, CCDC28B, MARCKSL1, MFSD2A
LZ-proliferative_BCL2A1negLINC01128, NOC2L, ISG15, SDF4, UBE2J2, PUSL1, INTS11, AURKAIP1, CCNL2, MRPL20-AS1
LZ-proliferative_BCL2A1posNOC2L, PUSL1, INTS11, AURKAIP1, MRPL20, ATAD3B, ATAD3A, CDK11B, NADK, TP73
M1 MacrophagesRBP7, TMEM51, ARHGEF10L, CDA, CSF3R, FCGR1B, FCGR1A, MTMR11, S100A12, ETV3L
MAITIL23R, FASLG, LINC01871, GNLY, IL18RAP, SLC4A10, DPP4, EOMES, CXCR6, GPR171
Mast cellsUTS2, KLHDC7A, TAL1, TCTEX1D1, NTRK1, PBX1, PTGS2, SLC45A3, GCSAML, CNRIP1
Mature IgA+ PCSMPDL3B, TENT5C, SLAMF7, LINC00582, SDC1, CHPF, ITM2C, MANF, TMEM45A, FNDC3B
Mature IgG+ PCSMPDL3B, AMPD1, TENT5C, SLAMF7, LINC00582, SDC1, CHPF, ITM2C, TMEM45A, FNDC3B
Mature IgM+ PCCHPF, LINC02362, DERL3, FKBP11, SDC1, SLAMF7, DNAJB9, IGLV6-57, XBP1, CKAP4
MBC derived IgA+ PCCOL24A1, MAGI3, TENT5C, LMNA, SLAMF7, SDC1, PDK1, CASP10, CHPF, NYAP2
MBC derived IgG+ PCPLEKHN1, SMPDL3B, TLCD4, AMPD1, TENT5C, SLAMF7, RGS1, LINC00582, SDC1, PAIP2B
MBC derived PC precursorSLAMF7, SDC1, FNDC3B, GAB1, LINC02362, ELL2, LINC02836, PRDM1, CADPS2, DGKI
MBC-like_FCRL4+RUNX3, STMN1, FGR, THEMIS2, CLSPN, CDCA8, CDC20, KIF2C, STIL, DEPDC1
MBC-like_nonproliMARCKSL1, SEMA4A, FCRL3, RGS13, CCDC88A, RFTN1, KLHL6, BASP1, ZNF608, HLA-DMB
MBC-like_proli1STMN1, HMGB2, TUBA1B, HMGB1, HMGN2, H2AFZ, TUBB, PCLAF, PTMA, NUSAP1
MBC-like_proli2STMN1, CLSPN, ASPM, DTL, RRM2, MCM6, SPC25, POLQ, SMC4, NCAPG
MBC-like_proli3ATAD3A, PGD, CENPS, SRM, TNFRSF8, MRTO4, RCC1, CLSPN, CTPS1, EBNA1BP2
MonocytesRBP7, CDA, FGR, CSF3R, FCGR1B, FCGR1A, MTMR11, S100A9, S100A12, S100A8
MRCMXRA8, RNF207, COL16A1, RSPO1, PODN, SGIP1, PTGER3, LHX8, PTGFR, ADGRL2
myeloid_multiomePRDM16, GPR157, TMEM51-AS1, TMEM51, FHAD1, PADI2, ARHGEF10L, FGR, PHC2, CSF3R
NaiveTNFRSF25, DHRS3, UBXN10-AS1, TCEA3, MDS2, RCAN3, LDLRAP1, MAN1C1, EPB41, LCK
Naive CD8 TCA6, RCAN3, LDLRAP1, MAN1C1, LCK, AK5, AMIGO1, DENND2D, CD2, REG4
NBC CD229+LINC01857, CHL1, PARP15, ADAMTS6, CRIP3, OAS1, KLK4, LILRA4, FCMR, MS4A1
NBC first step activationCD52, MACF1, S1PR1, C1orf162, TXNIP, CTSS, FCRL5, FCRL1, SELL, RALGPS2
NBC IFN-activatedISG15, IFI44L, IFI44, RSAD2, EIF2AK2, STAT1, PARP14, HERC5, SAMD9L, LY6E
NBC mainCD52, BEND5, S1PR1, CHI3L2, C1orf162, TXNIP, PLEKHO1, CTSS, FCRL1, RCSD1
NBC S100A+S100A9, S100A8, IGKC, CSTA, FDCSP, HLA-DRA, HLA-DPA1, HLA-DPB1, BTG1, IGHG3
NBC/OA first step activationRERE, EIF4G3, CNR2, SMAP2, PDE4B, ST6GALNAC3, DPYD, VAV3, VAV3-AS1, LINC02785
ncsMBCCNR2, SHISAL2A, L1TD1, ROR1, PDE4B, FNBP1L, S1PR1, DRAM2, CEPT1, C1orf162
ncsMBC FCRL4+TNFRSF1B, RUNX3, SH3BGRL3, CD52, SYTL1, FGR, THEMIS2, PDE4B, IFI44L, GBP4
Neutrophil GranulocytesCDA, CSF3R, S100A9, S100A12, S100A8, FCER1G, FCGR2A, FCGR3A, FCGR3B, GLUL
NKp44- ILC3SGIP1, LINGO4, RORC, U91324.1, MEIS1-AS2, IL17RE, KIT, PRL, KCNK17, MDFI
NKp44+ ILC3TNFRSF18, C1orf141, IL23R, LINGO4, RORC, FCER1G, SH2D1B, XCL2, XCL1, LINC00298
Nksig CD8 TFCGR3A, GNLY, CX3CR1, FGFBP2, GZMA, GZMH, GZMB, ADGRG1, CCL5, S1PR5
non-GC-Tf-regsTNFRSF18, TNFRSF4, UTS2, TNFRSF9, TNFRSF1B, GBP2, GBP5, CD2, S100A4, PYHIN1
Outer surfaceRNF223, PLA2G2F, TENT5B, PDZK1IP1, ANXA9, CRNN, CRCT1, LCE3E, LCE3D, LCE3A
PBE2F2, CLSPN, CDCA8, CDC20, KIF2C, CCDC163, STIL, DEPDC1, TENT5C, KCNN3
PB committed early PC precursorDIRAS2, CFAP54, CCR10, VDR, PRDM1, SPARCL1, CRISP2, LINC01484, CKAP4, CD9
PC committed Light Zone GCBCLINC01831, FRZB, OLR1, TMEM52B, SPARCL1, TAS2R39, LINC01484, RASSF6, PRDM1, IGLV2-34
PC-precursorsMARCKSL1, PRDX1, KCNN3, SEMA4A, RGS13, GPR137B, CCDC88A, SPRED2, FMNL2, DHRS9
PDCMMP23B, AJAP1, EPHA2, ATP13A2, PAFAH2, LINC01226, AZIN2, MYCL, RIMS3, TTC39A
PDC_multiomeAJAP1, EPHA2, LINC01226, AZIN2, NEGR1, COL24A1, SORT1, FLG-AS1, FCER1G, BX284613.2
preBPCSK9, SPTA1, ARPP21, HHIP-AS1, AKAP12, ENTPD8, DNTT, IGF2, RAG1, RAG2
preGC_1YBX1, PRDX1, PTMA, NPM1, HSP90AB1, MIF, FABP5, NME2, NCL, BCL2A1
preMature IgG+ PCCNKSR1, SMPDL3B, HYI, TENT5C, SLAMF7, UAP1, H3F3A, PDIA6, SDC1, QPCT
preMature IgM+ PCCHPF, RBM47, LINC02362, ELL2, LINC01484, PRDM1, CREB3L2, FKBP11, CFAP54, CKAP4
preTLINC01226, CD1B, CD1E, ARPP21, UGT3A2, PTCRA, ELOVL4, DNTT, RAG1, RAG2
RM CD8 TCD2, CD160, PYHIN1, FCRL6, SLAMF7, XCL2, LGR6, CD8A, CD8B, LINC02084
SCM CD8 TCA6, MAN1C1, CD8A, CD8B, STAT4, TAFA1, TXK, LEF1, LEF1-AS1, IL7R
SELENOP FUCA1 PTGDS macrophagesPLA2G2D, C1QA, C1QC, C1QB, FUCA1, RAB42, SDC3, FABP3, C1orf54, SLAMF8
Short lived IgM+ PCSLAMF7, CHPF, SAMD7, WFS1, LARP1B, LINC02362, ELL2, LINC01484, LINC01485, TXNDC5
Surface epitheliumRNF223, ARHGEF16, ERRFI1, KAZN, EPHA2, PADI1, PADI3, ARHGEF10L, PLA2G2F, CAMK2N1
T-Eff-MemTNFRSF4, TNFRSF25, UBXN10-AS1, MAN1C1, GBP2, GBP5, CD2, S100A4, IL6R, PBXIP1
T-helperHES4, TNFRSF18, TNFRSF4, TNFRSF25, TNFRSF1B, IL23R, GBP2, GBP5, CSF1, CD2
T-Trans-MemTNFRSF25, IL23R, CD2, S100A4, PBXIP1, CD247, B3GALT2, ATP2B4, CHRM3-AS2, LINC01871
TCRV╬┤+ gd TZNF683, FCRL6, CD244, XCL2, XCL1, DYSF, GNLY, CD8A, GPR171, ITGA1
Tfh T:B borderNFIA, ADGRL4, LRRC8D, CD2, IL6R, PYHIN1, CD84, NOS1AP, CD247, PTPRC
Tfh-LZ-GCTNFRSF4, TNFRSF25, SELENON, EPB41, LCK, HEYL, NFIA, GBP2, KIAA1324, DENND2D
Tfh-MemTNFRSF18, TNFRSF4, TNFRSF1B, LCK, PIK3R3, NFIA, GBP2, KIAA1324, CSF1, CD2
unknownCCN1, SELE, PRRX1, LAMC2, NFASC, PLOD2, PDLIM3, SLC22A3, MAGI2-AS3, FAM189A2
VEGFA+RNF207, ERRFI1, EPHA2, PLA2G2F, SFN, COL16A1, PTPRF, CYP4B1, CYP4X1, TACSTD2
GC LZ NoproliLINC00550, KRT31, ASB10, FAM240B, BCL2A1, EBI3, FABP5, HSP90AB1, DUSP2, NME1
IFN CD8 TIFIT1, GZMK, OASL, NKG7, USP18, GZMA, CCL5, IFI44L, CD8A, GZMH
Early MBCIGHD, SMIM14, CR2, HLA-DPB1, BANK1, CD52, HTR3A, CD1C, IGHM, NEIL1
Dark Zone GCBCLHFPL3-AS1, WSPAR, IGHV3OR15-7, LINC02053, LINC00706, CPNE6, B4GALNT1, RSPO2, EPHA10, GDF5
Proliferative NBCIGHM, IGHD, HMGB2, HLA-DRA, HLA-DPA1, STMN1, HLA-DPB1, CD52, TUBA1B, FTH1
Transitional PBPOU6F2-AS1, PRRX2-AS1, LINC01039, CKAP4, LINC00840, HYOU1, FKBP11, GMPPB, FOXE3, PRDM1
class switch MBCLINC01428, L34079.3, KLK15, AMPD1, OR1Q1, LINC02768, PIWIL3, FBXO36-IT1, LINC01273, SLC5A12
MBC derived early PC precursorDERL3, FKBP11, DAOA-AS1, XBP1, MZB1, PRDX4, SSR4, IGHG3, SPAG4, ITM2C
preGC_2FAU, TMSB4X, RACK1, MARCKSL1, HLA-DRA, HLA-DPB1, CD52, FEZF1, ARPC3, EEF1A1
GC DZ NoproliIGHM, CD79B, CD37, INSL5, NCF1, NEIL1, MS4A1, TCL1A, IGHD, CD52