Single Cell Explorer
Metadata vs Metadata
Metadata vs Feature
Feature vs Feature
Feature Co-expression
Violin Plot
Box Plot
Proportion Plot
Display
UMAP
Spatial
Metadata 1
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Metadata 2
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Metadata
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Feature
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Feature 1
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Feature 2
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Display
UMAP
Spatial
Feature 1
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Feature 2
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Batch0024747_RUN1_Stitch1_A1
Batch0024747_RUN1_Stitch1_A2
Batch0024747_RUN1_Stitch1_A3
Batch0024747_RUN1_Stitch2_A1
Batch0024747_RUN1_Stitch2_A2
Batch0024747_RUN1_Stitch3_A1
Batch0024747_RUN1_Stitch3_A2
Batch0024747_RUN1_Stitch4_A1
Batch0024747_RUN1_Stitch4_A2
Batch0024747_RUN1_Stitch5_A1
Batch0024747_RUN1_Stitch5_A2
Batch0024747_RUN1_Stitch6_A1
Batch0024747_RUN1_Stitch6_A2
Batch0024747_RUN1_Stitch7_A1
Batch0024747_RUN1_Stitch7_A2
Batch0024747_RUN1_Stitch7_A3
Batch0024747_RUN1_Stitch8_A1
Batch0024747_RUN1_Stitch8_A2
Batch0024750_RUN1_Stitch1_A1
Batch0024750_RUN1_Stitch1_A2
Batch0024750_RUN1_Stitch1_A3
Batch0024750_RUN1_Stitch2_A1
Batch0024750_RUN1_Stitch2_A2
Batch0024750_RUN1_Stitch2_A3
Batch0024750_RUN1_Stitch3_A1
Batch0024750_RUN1_Stitch3_A2
Batch0024750_RUN1_Stitch3_A3
Batch0024750_RUN1_Stitch4_A1
Batch0024750_RUN1_Stitch5_A1
Batch0024750_RUN1_Stitch5_A2
Batch0024750_RUN1_Stitch6_A1
Batch0024750_RUN1_Stitch6_A2
Batch0024750_RUN1_Stitch6_A3
Batch0024750_RUN1_Stitch7_A1
Batch0024750_RUN1_Stitch8_A1
Batch0024750_RUN1_Stitch8_A2
Batch0024788_RUN3_Stitch1_A1
Batch0024788_RUN3_Stitch1_A2
Batch0024788_RUN3_Stitch2_A1
Batch0024788_RUN3_Stitch2_A2
Batch0024788_RUN3_Stitch2_A3
Batch0024788_RUN3_Stitch2_A4
Batch0024788_RUN3_Stitch2_A5
Batch0024788_RUN3_Stitch3_A1
Batch0024788_RUN3_Stitch3_A2
Batch0024788_RUN3_Stitch3_A3
Batch0024788_RUN3_Stitch4_A1
Batch0024788_RUN3_Stitch5_A1
Batch0024788_RUN3_Stitch5_A2
Batch0024788_RUN3_Stitch6_A1
Batch0024788_RUN3_Stitch6_A2
Batch0024788_RUN3_Stitch7_A1
Batch0024788_RUN3_Stitch7_A2
Batch0024788_RUN3_Stitch8_A1
Batch0024788_RUN3_Stitch8_A2
Batch0024788_RUN3_Stitch8_A3
Batch0024791_RUN3_Stitch1_A1
Batch0024791_RUN3_Stitch1_A2
Batch0024791_RUN3_Stitch1_A3
Batch0024791_RUN3_Stitch2_A1
Batch0024791_RUN3_Stitch2_A2
Batch0024791_RUN3_Stitch3_A1
Batch0024791_RUN3_Stitch3_A2
Batch0024791_RUN3_Stitch3_A3
Batch0024791_RUN3_Stitch4_A1
Batch0024791_RUN3_Stitch4_A2
Batch0024791_RUN3_Stitch5_A1
Batch0024791_RUN3_Stitch6_A1
Batch0024791_RUN3_Stitch6_A2
Batch0024791_RUN3_Stitch7_A1
Batch0024791_RUN3_Stitch7_A2
Batch0024791_RUN3_Stitch8_A1
Batch0024791_RUN3_Stitch8_A2
Batch0025360_RUN2_Stitch1_A1
Batch0025360_RUN2_Stitch1_A2
Batch0025360_RUN2_Stitch1_A3
Batch0025360_RUN2_Stitch2_A1
Batch0025360_RUN2_Stitch2_A2
Batch0025360_RUN2_Stitch2_A3
Batch0025360_RUN2_Stitch2_A4
Batch0025360_RUN2_Stitch2_A5
Batch0025360_RUN2_Stitch3_A1
Batch0025360_RUN2_Stitch3_A2
Batch0025360_RUN2_Stitch4_A1
Batch0025360_RUN2_Stitch5_A1
Batch0025360_RUN2_Stitch5_A2
Batch0025360_RUN2_Stitch5_A3
Batch0025360_RUN2_Stitch7_A1
Batch0025360_RUN2_Stitch8_A1
Batch0025360_RUN2_Stitch8_A2
Batch0025366_RUN2_Stitch1_A1
Batch0025366_RUN2_Stitch1_A2
Batch0025366_RUN2_Stitch1_A3
Batch0025366_RUN2_Stitch1_A4
Batch0025366_RUN2_Stitch2_A1
Batch0025366_RUN2_Stitch2_A2
Batch0025366_RUN2_Stitch3_A1
Batch0025366_RUN2_Stitch3_A2
Batch0025366_RUN2_Stitch3_A3
Batch0025366_RUN2_Stitch4_A1
Batch0025366_RUN2_Stitch4_A2
Batch0025366_RUN2_Stitch4_A3
Batch0025366_RUN2_Stitch5_A1
Batch0025366_RUN2_Stitch5_A2
Batch0025366_RUN2_Stitch6_A1
Batch0025366_RUN2_Stitch7_A1
Batch0025366_RUN2_Stitch8_A1
Batch0025366_RUN2_Stitch8_A2
Co-expression Summary
Expression Legend
Metadata (X-axis)
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Split by
Disease
Lesion Type
Feature(s)
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Plot Features & Instructions
Single click on legend to hide a group.
Double click on legend to isolate a group.
Triple click to restore all groups.
Hover over violin shapes to inspect feature distributions.
Violin Plot
Expand
Metadata (X-axis)
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Split by
Disease
Lesion Type
Feature(s)
ACE
ACE2
ACKR1
ACTA2
ACVRL1
ADAM17
ADAM28
ADAMTS1
ADGRL4
AGER
AGR3
AIF1
ANPEP
APOD
APOLD1
AQP9
AREG
ARL14
ASCL1
ASCL2
ASCL3
ASPN
ATP1B1
AVPR1A
BAIAP2L1
BANK1
BCAS1
BGN
BMPR2
BMX
BPIFB1
CA4
CALCA
CAV1
CCDC78
CCL2
CCNA1
CCNB2
CCR7
CD14
CD163
CD19
CD1A
CD1C
CD2
CD24
CD247
CD27
CD274
CD28
CD300E
CD34
CD36
CD38
CD3D
CD3E
CD4
CD40
CD40LG
CD68
CD70
CD79A
CD80
CD86
CD8A
CD8B
CDH1
CDH2
CDK1
CDKN1A
CDKN2B
CEACAM6
CEMIP
CENPF
CFB
CFTR
CHGA
CHGB
CHIT1
CLDN5
CLEC10A
CLEC12A
CLEC4E
CNN1
CNR1
COL14A1
COL15A1
COL1A1
COL25A1
COL4A2
COL5A2
COL6A3
COL8A1
COX4I2
CP
CPE
CPNE7
CSPG4
CSTA
CTHRC1
CTLA4
CTSE
CTSL
CTTN
CXCL10
CXCL12
CXCL13
CXCL14
CXCL2
CXCL5
CXCL6
CXCL9
CXCR5
CXCR6
CYP2F1
DAPK2
DCLK1
DES
DGKG
DIO2
DIRAS3
DKK2
DLL4
DMBT1
DNAJB9
DPP6
DUOX1
ECSCR
EDNRB
EFNB2
EGFR
EHF
EIF2AK4
ELF3
EMP2
ENAH
ENG
ENPP2
EPCAM
EPHB2
ETV5
F3
FABP3
FAM184A
FAS
FASLG
FASN
FBLN1
FBN1
FCER1A
FCGR1A
FCGR3A
FCMR
FCN1
FCN3
FGFBP2
FGFR4
FKBP11
FN1
FOXI1
FOXJ1
FOXO1
FOXO3
FOXP3
FSCN1
GDF15
GDF2
GJA5
GKN2
GLCCI1
GLIPR2
GNG11
GPI
GPIHBP1
GPR171
GPR183
GPR34
GPX2
GREM1
GZMA
GZMB
GZMK
HAS1
HAVCR2
HIF1A
HIGD1B
HMGCS1
HP
HPGD
HPGDS
ICA1
IGF1
IGFBP3
IL1RL1
IL33
IL7R
INHBA
INHBB
INSR
IQGAP2
IRF8
ITGA8
ITGAM
ITGB4
ITGB6
KCNE3
KCNK3
KDR
KIT
KLF4
KLF5
KLK11
KLRB1
KLRC1
KLRD1
KRT15
KRT17
KRT5
KRT7
KRT8
LAG3
LAMC3
LAMP3
LCK
LEPR
LGALS3BP
LGR5
LGR6
LILRA4
LILRA5
LILRB2
LILRB4
LMOD1
LTBP2
LTF
LUM
LYVE1
MALL
MAP7
MARCO
MCAM
MCEMP1
MDM2
MEDAG
MET
MFAP5
MIS18BP1
MKI67
MMP11
MMP12
MMP2
MMP7
MMP9
MMRN1
MPEG1
MS4A1
MS4A2
MS4A4A
MTUS1
MUC1
MUC5AC
MUC5B
MYC
MYH11
MYO6
MZB1
NAPSA
NCEH1
NFKB1
NID1
NKG7
NTN4
NTRK2
OCIAD2
OTUD7B
P2RX1
PAMR1
PCNA
PCOLCE2
PDCD1
PDCD1LG2
PDGFA
PDGFRA
PDGFRB
PDPN
PEBP4
PI16
PI3
PIM1
PIM2
PLA2G2A
PLA2G4F
PLA2G7
PLN
PLVAP
POU2AF1
PROX1
PRX
PTEN
PTGS1
PTGS2
RAMP2
RARRES1
RBP4
RERGL
RETN
RGCC
RGS5
RND1
RUNX1
RUNX2
RUNX3
S100A12
S100A7
S100B
SAMD3
SCARA5
SCEL
SCGB3A1
SCGB3A2
SEC11C
SELE
SELL
SELP
SEMA3B
SEMA3C
SERPINA3
SESN3
SFRP2
SFRP4
SFTA2
SFTPA1
SFTPC
SFTPD
SHANK3
SLC15A2
SLC18A2
SLC1A3
SLC2A1
SLC7A11
SLIT3
SMIM24
SOX17
SOX2
SOX4
SOX9
SPARCL1
SPDEF
SPIB
STAT4
STC1
STEAP4
SVEP1
SYK
TACSTD2
TBX4
TC2N
TCL1A
TGFBR2
THBS2
THY1
TINAGL1
TM4SF18
TM4SF4
TMC5
TMEM100
TMPRSS2
TNC
TNFRSF13B
TNFRSF13C
TNFRSF17
TNFRSF18
TOP2A
TP63
TP73
TREM2
TRPC6
TSPAN8
UBB
UBE2C
UPK1B
UPK3B
VEGFA
VSIG4
VWF
WFS1
WNT2
WNT5A
WT1
Sample
Plot Features & Instructions
Single click on legend to hide a group.
Double click on legend to isolate a group.
Triple click to restore all groups.
Hover over boxes to view distribution statistics.
Box Plot
Expand
Metadata information to plot (X-axis)
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Metadata information to color by
Cell Type
Sample ID
Subject
Disease
Lesion Type
Niche
Lineage
Sample
Display
Number of Cells
Proportion
Plot Features & Instructions
Single click on legend to hide a group.
Double click on legend to isolate a group.
Triple click to restore all groups.
Hover over bars/segments to view cell counts or proportions.
Proportion Plot
Expand