gene	cell_type#	cell_types	stage
RHEB	1	B_cell	Adult
ITGAE	1	B_cell	Adult
SDF2L1	1	B_cell	Adult
ICAM3	1	B_cell	Adult
TPD52	1	B_cell	Adult
SLAMF7	1	B_cell	Adult
MRPL54	1	B_cell	Adult
CDKN1A	1	B_cell	Adult
DNAJB9	1	B_cell	Adult
QPCT	1	B_cell	Adult
MZB1	1	B_cell	Adult
CD27	1	B_cell	Adult
CHCHD7	1	B_cell	Adult
FNBP1	1	B_cell	Adult
OS9	1	B_cell	Adult
EAF2	1	B_cell	Adult
IGHG2	1	B_cell	Adult
SEL1L	1	B_cell	Adult
CD38	1	B_cell	Adult
SEC11C	1	B_cell	Adult
UBE2J1	1	B_cell	Adult
GPBP1	1	B_cell	Adult
SAR1A	1	B_cell	Adult
UBXN4	1	B_cell	Adult
FKBP11	1	B_cell	Adult
FAM177A1	1	B_cell	Adult
MRPS31	1	B_cell	Adult
HIKESHI	1	B_cell	Adult
RPN1	1	B_cell	Adult
MAT2B	1	B_cell	Adult
DERL3	1	B_cell	Adult
AIMP1	1	B_cell	Adult
ITM2C	1	B_cell	Adult
PLPP5	1	B_cell	Adult
TMED4	1	B_cell	Adult
ANKRD37	1	B_cell	Adult
SPCS2P4	1	B_cell	Adult
ORMDL1	1	B_cell	Adult
SVIP	1	B_cell	Adult
TMEM243	1	B_cell	Adult
SREK1IP1	1	B_cell	Adult
PIM2	1	B_cell	Adult
PDIA4	1	B_cell	Adult
HM13	1	B_cell	Adult
MRPL24	1	B_cell	Adult
MRPS14	1	B_cell	Adult
STK17B	1	B_cell	Adult
FAM46C	1	B_cell	Adult
ERLEC1	1	B_cell	Adult
CDK5RAP3	1	B_cell	Adult
XBP1	1	B_cell	Adult
DERL1	1	B_cell	Adult
EMC7	1	B_cell	Adult
CDK2AP2	1	B_cell	Adult
GNG7	1	B_cell	Adult
SELM	1	B_cell	Adult
ZBTB8OS	1	B_cell	Adult
STAP1	1	B_cell	Adult
RAB30	1	B_cell	Adult
TMED2	1	B_cell	Adult
IGHA1	1	B_cell	Adult
FCRL5	1	B_cell	Adult
BLNK	1	B_cell	Adult
TNFRSF17	1	B_cell	Adult
CDC42SE2	1	B_cell	Adult
GLO1	1	B_cell	Adult
MANF	1	B_cell	Adult
RP5-887A10.1	1	B_cell	Adult
TMEM208	1	B_cell	Adult
PQBP1	1	B_cell	Adult
CNPY2	1	B_cell	Adult
C12orf57	1	B_cell	Adult
ARHGAP15	1	B_cell	Adult
AC006129.2	1	B_cell	Adult
IGHG4	1	B_cell	Adult
TXNDC15	1	B_cell	Adult
TMEM156	1	B_cell	Adult
PPP2R5C	1	B_cell	Adult
MYDGF	1	B_cell	Adult
CALU	1	B_cell	Adult
ALG5	1	B_cell	Adult
KRTCAP2	1	B_cell	Adult
ERGIC2	1	B_cell	Adult
IGHM	1	B_cell	Adult
TUBA4A	1	B_cell	Adult
TSTD1	1	B_cell	Adult
RHOH	1	B_cell	Adult
CAV1	1	B_cell	Adult
TAGAP	1	B_cell	Adult
C10orf54	1	Dendritic_cell	Adult
RNH1	1	Dendritic_cell	Adult
RPS7P1	1	Dendritic_cell	Adult
RP11-112J1.1	1	Dendritic_cell	Adult
PARVG	1	Dendritic_cell	Adult
PPIF	1	Dendritic_cell	Adult
DDX21	1	Dendritic_cell	Adult
SNW1	1	Dendritic_cell	Adult
UBE2A	1	Dendritic_cell	Adult
TAF1D	1	Dendritic_cell	Adult
CTA-29F11.1	1	Dendritic_cell	Adult
TUBA1A	1	Dendritic_cell	Adult
NUDT5	1	Dendritic_cell	Adult
RP11-889L3.1	1	Dendritic_cell	Adult
UPF2	1	Dendritic_cell	Adult
SEPT6	1	Dendritic_cell	Adult
G3BP2	1	Dendritic_cell	Adult
PKM	1	Dendritic_cell	Adult
SOX4	1	Dendritic_cell	Adult
DEFB1	1	Dendritic_cell	Adult
HLA-DQB2	1	Dendritic_cell	Adult
FAM162A	1	Dendritic_cell	Adult
SERPINB1	1	Dendritic_cell	Adult
PTRHD1	1	Dendritic_cell	Adult
HDAC9	1	Dendritic_cell	Adult
PDCD6	1	Dendritic_cell	Adult
OAZ2	1	Dendritic_cell	Adult
GABARAP	1	Dendritic_cell	Adult
RP11-680H20.1	1	Dendritic_cell	Adult
PSMG2	1	Dendritic_cell	Adult
IGHG3	1	Dendritic_cell	Adult
PDE4B	1	Dendritic_cell	Adult
CMC2	1	Dendritic_cell	Adult
ATP6V0D1	1	Dendritic_cell	Adult
RP3-417G15.1	1	Dendritic_cell	Adult
SCNM1	1	Dendritic_cell	Adult
BRD2	1	Dendritic_cell	Adult
CORO1A	1	Dendritic_cell	Adult
C15orf48	1	Dendritic_cell	Adult
GNAI3	1	Dendritic_cell	Adult
RPS13P2	1	Dendritic_cell	Adult
DEGS1	1	Dendritic_cell	Adult
RP11-641D5.1	1	Dendritic_cell	Adult
WBSCR22	1	Dendritic_cell	Adult
EIF1AY	1	Dendritic_cell	Adult
RGCC	1	Dendritic_cell	Adult
RBPJ	1	Dendritic_cell	Adult
MAT2A	1	Dendritic_cell	Adult
LGALS2	1	Dendritic_cell	Adult
GNA13	1	Dendritic_cell	Adult
RP11-572P18.1	1	Dendritic_cell	Adult
VDAC1	1	Dendritic_cell	Adult
NR4A3	1	Dendritic_cell	Adult
PTPRE	1	Dendritic_cell	Adult
LINC01420	1	Dendritic_cell	Adult
BZW1	1	Dendritic_cell	Adult
IL16	1	Dendritic_cell	Adult
SMIM14	1	Dendritic_cell	Adult
RILPL2	1	Dendritic_cell	Adult
FAM49B	1	Dendritic_cell	Adult
DUSP2	1	Dendritic_cell	Adult
RBM25	1	Dendritic_cell	Adult
CSF2RA	1	Dendritic_cell	Adult
CD37	1	Dendritic_cell	Adult
RPL24P4	1	Dendritic_cell	Adult
RPS23P8	1	Dendritic_cell	Adult
XAF1	1	Epithelial_cell	Adult
FTLP2	1	Epithelial_cell	Adult
SERPINB6	1	Epithelial_cell	Adult
WIPF1	1	Epithelial_cell	Adult
ME1	1	Epithelial_cell	Adult
LAMP1	1	Epithelial_cell	Adult
LGALS9	1	Epithelial_cell	Adult
QKI	1	Epithelial_cell	Adult
KLF2	1	Epithelial_cell	Adult
MTPN	1	Epithelial_cell	Adult
COMMD10	1	Epithelial_cell	Adult
EVL	1	Epithelial_cell	Adult
AIG1	1	Epithelial_cell	Adult
TPMT	1	Epithelial_cell	Adult
CECR1	1	Epithelial_cell	Adult
SDHB	1	Epithelial_cell	Adult
DRAP1	1	Epithelial_cell	Adult
TF	1	Epithelial_cell	Adult
RBP7	1	Epithelial_cell	Adult
UBE2E1	1	Epithelial_cell	Adult
SLC7A7	1	Epithelial_cell	Adult
P4HA1	1	Epithelial_cell	Adult
PKIB	1	Epithelial_cell	Adult
CD84	1	Epithelial_cell	Adult
SKAP2	1	Epithelial_cell	Adult
HADHB	1	Epithelial_cell	Adult
FABP3	1	Epithelial_cell	Adult
IFI44L	1	Epithelial_cell	Adult
MPC1	1	Epithelial_cell	Adult
ADIPOR1	1	Epithelial_cell	Adult
SDC3	1	Epithelial_cell	Adult
IER5	1	Epithelial_cell	Adult
ITGAD	1	Epithelial_cell	Adult
SDHC	1	Epithelial_cell	Adult
PPP1R18	1	Epithelial_cell	Adult
HSPA6	1	Epithelial_cell	Adult
MARCH1	1	Epithelial_cell	Adult
NABP1	1	Epithelial_cell	Adult
IFIT3	1	Epithelial_cell	Adult
FUCA1	1	Epithelial_cell	Adult
PTAFR	1	Epithelial_cell	Adult
FRMD4B	1	Epithelial_cell	Adult
IFT74	1	Epithelial_cell	Adult
GPR34	1	Epithelial_cell	Adult
ORM1	1	Epithelial_cell	Adult
TIMD4	1	Epithelial_cell	Adult
FEZ1	1	Epithelial_cell	Adult
RP11-365O16.3	1	Epithelial_cell	Adult
HNRNPU	1	Epithelial_cell	Adult
IL18	1	Epithelial_cell	Adult
C6orf62	1	Epithelial_cell	Adult
ADI1	1	Epithelial_cell	Adult
CCR1	1	Epithelial_cell	Adult
LINC00998	1	Epithelial_cell	Adult
LAMTOR3	1	Kupffer_cell	Adult
ZFYVE16	1	Kupffer_cell	Adult
CD68	1	Kupffer_cell	Adult
IDH1	1	Kupffer_cell	Adult
FTH1P20	1	Kupffer_cell	Adult
CD302	1	Kupffer_cell	Adult
ATP6V1B2	1	Kupffer_cell	Adult
PICALM	1	Kupffer_cell	Adult
ETNK1	1	Kupffer_cell	Adult
NR1H3	1	Kupffer_cell	Adult
TBXAS1	1	Kupffer_cell	Adult
LRP1	1	Kupffer_cell	Adult
IER3	1	Kupffer_cell	Adult
CCL8	1	Kupffer_cell	Adult
TNFAIP2	1	Kupffer_cell	Adult
ABCA1	1	Kupffer_cell	Adult
ATP1B1	1	Kupffer_cell	Adult
TLN1	1	Kupffer_cell	Adult
ACTN1	1	Kupffer_cell	Adult
GNPTG	1	Kupffer_cell	Adult
TAX1BP1	1	Kupffer_cell	Adult
ZNF330	1	Kupffer_cell	Adult
ZEB2	1	Kupffer_cell	Adult
LINC01272	1	Kupffer_cell	Adult
TM9SF2	1	Kupffer_cell	Adult
HLA-F	1	Kupffer_cell	Adult
CSF3R	1	Kupffer_cell	Adult
TSPAN3	1	Kupffer_cell	Adult
TMEM30A	1	Kupffer_cell	Adult
ITLN1	1	Kupffer_cell	Adult
MT1X	1	Kupffer_cell	Adult
ATP2B1	1	Kupffer_cell	Adult
TNF	1	Kupffer_cell	Adult
METTL7A	1	Kupffer_cell	Adult
M6PR	1	Kupffer_cell	Adult
FPR1	1	Kupffer_cell	Adult
RNF149	1	Kupffer_cell	Adult
SYF2	1	Kupffer_cell	Adult
GNB1	1	Kupffer_cell	Adult
LYN	1	Kupffer_cell	Adult
MKNK1	1	Kupffer_cell	Adult
THEMIS2	1	Kupffer_cell	Adult
FCN1	1	Myeloid	Adult
JAML	1	Myeloid	Adult
CSTA	1	Myeloid	Adult
COL4A1	1	Sinusoidal_endothelial	Adult
CLEC1B	1	Sinusoidal_endothelial	Adult
TCEAL9	1	Sinusoidal_endothelial	Adult
ESAM	1	Sinusoidal_endothelial	Adult
XIST	1	Sinusoidal_endothelial	Adult
ADM	1	Sinusoidal_endothelial	Adult
HNRNPH2	1	Sinusoidal_endothelial	Adult
ARL4A	1	Sinusoidal_endothelial	Adult
MARCKSL1	1	Sinusoidal_endothelial	Adult
S100A13	1	Sinusoidal_endothelial	Adult
APP	1	Sinusoidal_endothelial	Adult
RAMP3	1	Sinusoidal_endothelial	Adult
SLC35A1	1	Sinusoidal_endothelial	Adult
CLEC4G	1	Sinusoidal_endothelial	Adult
CDC37	1	Sinusoidal_endothelial	Adult
OIT3	1	Sinusoidal_endothelial	Adult
MEG3	1	Sinusoidal_endothelial	Adult
DNTTIP2	1	Sinusoidal_endothelial	Adult
CNN3	1	Sinusoidal_endothelial	Adult
YME1L1	1	Sinusoidal_endothelial	Adult
LDB2	1	Sinusoidal_endothelial	Adult
KTN1	1	Sinusoidal_endothelial	Adult
BEX3	1	Sinusoidal_endothelial	Adult
TSC22D1	1	Sinusoidal_endothelial	Adult
PCAT19	1	Sinusoidal_endothelial	Adult
SYAP1	1	Sinusoidal_endothelial	Adult
TIMP3	1	Sinusoidal_endothelial	Adult
TFPI2	1	Sinusoidal_endothelial	Adult
MARCH7	1	Sinusoidal_endothelial	Adult
N4BP2L2	1	Sinusoidal_endothelial	Adult
NUPR1	1	Sinusoidal_endothelial	Adult
TM4SF18	1	Sinusoidal_endothelial	Adult
ATF3	1	Sinusoidal_endothelial	Adult
IL6ST	1	Sinusoidal_endothelial	Adult
CCL23	1	Sinusoidal_endothelial	Adult
TBC1D15	1	Sinusoidal_endothelial	Adult
CLEC4M	1	Sinusoidal_endothelial	Adult
CD93	1	Sinusoidal_endothelial	Adult
RBMS1	1	Sinusoidal_endothelial	Adult
F2R	1	Sinusoidal_endothelial	Adult
PLA2G16	1	Sinusoidal_endothelial	Adult
ENG	1	Sinusoidal_endothelial	Adult
RBP1	1	Sinusoidal_endothelial	Adult
XCL1	1	Sinusoidal_endothelial	Adult
NID1	1	Sinusoidal_endothelial	Adult
TRAC	1	Sinusoidal_endothelial	Adult
ECSCR	1	Sinusoidal_endothelial	Adult
STAB1	1	Sinusoidal_endothelial	Adult
MEF2C	1	Sinusoidal_endothelial	Adult
KDR	1	Sinusoidal_endothelial	Adult
TNFAIP3	1	Sinusoidal_endothelial	Adult
HSPG2	1	Sinusoidal_endothelial	Adult
CRBN	1	Sinusoidal_endothelial	Adult
NPY1R	1	Sinusoidal_endothelial	Adult
SPARC	1	Sinusoidal_endothelial	Adult
DNAJB4	1	Sinusoidal_endothelial	Adult
S100A16	1	Sinusoidal_endothelial	Adult
DCTN6	1	Sinusoidal_endothelial	Adult
MYCT1	1	Sinusoidal_endothelial	Adult
IDI1	1	Sinusoidal_endothelial	Adult
ADGRL4	1	Sinusoidal_endothelial	Adult
C1D	1	Sinusoidal_endothelial	Adult
IGFBP4	1	Sinusoidal_endothelial	Adult
LEPROT	1	Sinusoidal_endothelial	Adult
RAB18	1	Sinusoidal_endothelial	Adult
DDX17	1	Sinusoidal_endothelial	Adult
SC5D	1	Sinusoidal_endothelial	Adult
VAPA	1	Sinusoidal_endothelial	Adult
EFNA1	1	Sinusoidal_endothelial	Adult
RALB	1	Sinusoidal_endothelial	Adult
NTN4	1	Sinusoidal_endothelial	Adult
PDLIM1	1	Sinusoidal_endothelial	Adult
PCDH17	1	Sinusoidal_endothelial	Adult
KLRF1	1	T_cell	Adult
KLRD1	1	T_cell	Adult
GZMB	1	T_cell	Adult
EMP1	1	Vascular_endothelial	Adult
RAMP2	1	Vascular_endothelial	Adult
ADIRF	1	Vascular_endothelial	Adult
RNASE1	1	Vascular_endothelial	Adult
ID1	1	Vascular_endothelial	Adult
CD9	1	Vascular_endothelial	Adult
MGP	1	Vascular_endothelial	Adult
TIMM9	1	Effector-T	Fetal
APEH	1	Effector-T	Fetal
SSRP1	1	Effector-T	Fetal
DDX1	1	Effector-T	Fetal
FXN	1	Effector-T	Fetal
NME1	1	Effector-T	Fetal
COPS6	1	Effector-T	Fetal
MRPL48	1	Effector-T	Fetal
SCD	1	Effector-T	Fetal
AURKA	1	Effector-T	Fetal
ZNF207	1	Effector-T	Fetal
NDUFA8	1	Effector-T	Fetal
MRTO4	1	Effector-T	Fetal
RNPS1	1	Effector-T	Fetal
PDHB	1	Effector-T	Fetal
RPF2	1	Effector-T	Fetal
POLR2H	1	Effector-T	Fetal
LSM1	1	Effector-T	Fetal
MDH2	1	Effector-T	Fetal
DLGAP5	1	Effector-T	Fetal
COA4	1	Effector-T	Fetal
YIF1A	1	Effector-T	Fetal
MRPL35	1	Effector-T	Fetal
NAA10	1	Effector-T	Fetal
TAF9	1	Effector-T	Fetal
TPX2	1	Effector-T	Fetal
PYURF	1	Effector-T	Fetal
ADSL	1	Effector-T	Fetal
TIMM50	1	Effector-T	Fetal
RSRC2	1	Effector-T	Fetal
MINOS1	1	Effector-T	Fetal
PPIH	1	Effector-T	Fetal
EMC3	1	Effector-T	Fetal
IMMT	1	Effector-T	Fetal
PIN4	1	Effector-T	Fetal
FAM32A	1	Effector-T	Fetal
MRPL16	1	Effector-T	Fetal
AURKB	1	Effector-T	Fetal
ACOT13	1	Effector-T	Fetal
OLA1	1	Effector-T	Fetal
SNHG3	1	Effector-T	Fetal
RPAIN	1	Effector-T	Fetal
THYN1	1	Effector-T	Fetal
PIM1	1	Effector-T	Fetal
KIF22	1	Effector-T	Fetal
COA1	1	Effector-T	Fetal
RALY	1	Effector-T	Fetal
ASNA1	1	Effector-T	Fetal
LSM6	1	Effector-T	Fetal
AK6	1	Effector-T	Fetal
LAGE3	1	Effector-T	Fetal
MRPL42	1	Effector-T	Fetal
CDCA3	1	Effector-T	Fetal
CDC20	1	Effector-T	Fetal
MRPS7	1	Effector-T	Fetal
CD58	1	Effector-T	Fetal
FARSB	1	Effector-T	Fetal
EIF1AX	1	Effector-T	Fetal
MRPL34	1	Effector-T	Fetal
IMPDH2	1	Effector-T	Fetal
EIF3G	1	Effector-T	Fetal
RBM42	1	Effector-T	Fetal
AHSA1	1	Effector-T	Fetal
MRPL21	1	Effector-T	Fetal
PLK1	1	Effector-T	Fetal
PPM1G	1	Erythroid	Fetal
MPDU1	1	Erythroid	Fetal
CA2	1	Erythroid	Fetal
UFD1L	1	Erythroid	Fetal
HK1	1	Erythroid	Fetal
POLR1D	1	Erythroid	Fetal
KXD1	1	Erythroid	Fetal
PNKD	1	Erythroid	Fetal
CCNDBP1	1	Erythroid	Fetal
FAM210B	1	Erythroid	Fetal
MCM4	1	Erythroid	Fetal
RSU1	1	Erythroid	Fetal
RPL13AP25	1	Erythroid	Fetal
HPRT1	1	Erythroid	Fetal
ZNHIT1	1	Erythroid	Fetal
MAP3K13	1	Erythroid	Fetal
GYPB	1	Erythroid	Fetal
ALAD	1	Erythroid	Fetal
BABAM1	1	Erythroid	Fetal
COPS5	1	Erythroid	Fetal
UROS	1	Erythroid	Fetal
POP7	1	Erythroid	Fetal
MRPL14	1	Erythroid	Fetal
GYPA	1	Erythroid	Fetal
FEN1	1	Erythroid	Fetal
COX20	1	Erythroid	Fetal
TPM1	1	Erythroid	Fetal
HBG2	1	Erythroid	Fetal
SNCA	1	Erythroid	Fetal
PDCD10	1	Erythroid	Fetal
HMBS	1	Erythroid	Fetal
METTL5	1	Erythroid	Fetal
MED8	1	Erythroid	Fetal
YEATS4	1	Erythroid	Fetal
HNRNPM	1	Erythroid	Fetal
BRIX1	1	Erythroid	Fetal
NUSAP1	1	Erythroid	Fetal
SAMM50	1	Erythroid	Fetal
TIMM21	1	Erythroid	Fetal
TIMM17B	1	Erythroid	Fetal
WBP4	1	Erythroid	Fetal
TRAPPC4	1	Erythroid	Fetal
GYPE	1	Erythroid	Fetal
ACADM	1	Erythroid	Fetal
MRPL58	1	Erythroid	Fetal
SNRPA	1	Erythroid	Fetal
EPB42	1	Erythroid	Fetal
AHSP	1	Erythroid	Fetal
COA6	1	Erythroid	Fetal
H1F0	1	Erythroid	Fetal
TMBIM1	1	Erythroid	Fetal
CCND3	1	Erythroid	Fetal
SARS	1	Erythroid	Fetal
PPA2	1	Erythroid	Fetal
GINS2	1	Erythroid	Fetal
PHF5A	1	Erythroid	Fetal
PYCR2	1	Erythroid	Fetal
DLD	1	Erythroid	Fetal
POLD2	1	Erythroid	Fetal
HPS1	1	Erythroid	Fetal
SELENBP1	1	Erythroid	Fetal
CENPU	1	Erythroid	Fetal
DCXR	1	Erythroid	Fetal
NDUFA13	1	Erythroid	Fetal
SKA2	1	Erythroid	Fetal
BIRC5	1	Erythroid	Fetal
RNF5	1	Erythroid	Fetal
HMGB3	1	Erythroid	Fetal
GGCT	1	Erythroid	Fetal
TMEM141	1	Erythroid	Fetal
MMADHC	1	Erythroid	Fetal
PRPS1	1	Erythroid	Fetal
PRDX2	1	Erythroid	Fetal
CCDC167	1	Erythroid	Fetal
DCTN3	1	Erythroid	Fetal
RBM17	1	Erythroid	Fetal
NDUFV1	1	Erythroid	Fetal
MRPL43	1	Erythroid	Fetal
HAGH	1	Erythroid	Fetal
RRM1	1	Erythroid	Fetal
UBXN1	1	Erythroid	Fetal
HTRA2	1	Erythroid	Fetal