AEL_GSE142213
Human
None
2
3,994
10x Genomics
Primary
All
Di Genua C, et al. Cancer Cell 2020
ALL_GSE132509
Human
None
11
37,936
10x Genomics
Primary
All
Caron M, et al. Sci Rep 2020
AML_GSE116256
Human
None
21
38,348
Smart-seq2
Primary
All
van Galen P, et al. Cell 2019
AML_GSE147989
Human
Targeted therapy
2
7,389
10x Genomics
Primary
CD34+ AML cells
Riether C, et al. Nat Med 2020
BCC_GSE123813_aPD1
Human
Immunotherapy
11
52,884
10x Genomics
Metastatic
All
Yost KE, et al. Nat Med 2019
BLCA_GSE130001
Human
None
2
4,129
10x Genomics
Primary
Non-immune
Wang L, et al. Genome Med 2020
BLCA_GSE145281_aPDL1
Human
Immunotherapy
10
14,462
10x Genomics
Metastatic
All
Yuen KC, et al. Nat Med 2020
BRCA_GSE110686
Human
None
2
6,035
10x Genomics
Pri, Meta
CD3+ T
Savas P, et al. Nat Med 2018
BRCA_GSE114727_10X
Human
None
3
28,678
10x Genomics
Primary
CD3+ T
Azizi E, et al. Cell 2018
BRCA_GSE114727_inDrop
Human
None
8
19,676
inDrop
Primary
Immune
Azizi E, et al. Cell 2018
BRCA_GSE136206_mouse_aPD1aCTLA4
Mouse
Immunotherapy
NA
27,532
10x Genomics
Primary
All
Hollern DP, et al. Cell 2019
BRCA_GSE138536
Human
None
8
1,902
Smart-seq2
Primary
All
Gulati GS, et al. Science 2020
BRCA_GSE143423
Human
None
1
4,375
10x Genomics
Metastatic
All
Weilin Jin, et al.
BRCA_SRP114962
Human
Chemotherapy
8
2,472
SNRS
Primary
All
Kim C, et al. Cell 2018
CHOL_GSE125449_aPD1aPDL1aCTLA4
Human
Immunotherapy
10
5,761
10x Genomics
Primary
All
Lichun Ma, et al. Cancer Cell 2019
CLL_GSE111014
Human
Targeted therapy
4
30,106
10x Genomics
Primary
Immune
Rendeiro AF, et al. Nat Commun 2020
CLL_GSE125881
Human
Immunotherapy
4
60,528
10x Genomics
Primary
CD8+ CAR-T
Sheih A, et al. Nat Commun 2020
CRC_GSE108989
Human
None
12
11,125
Smart-seq2
Primary
CD8+ T
Zhang L, et al. Nature 2018
CRC_GSE112865_mouse_aPD1
Mouse
Immunotherapy
NA
4,454
10x Genomics
Primary
Immune
Arlauckas SP, et al. Theranostics 2018
CRC_GSE120909_mouse_aPD1
Mouse
Immunotherapy
NA
1,881
Smart-seq
Primary
CD8+ T
Wang B, et al. Sci Immunol 2018
CRC_GSE122969_mouse_aPD1aTIM3
Mouse
Immunotherapy
NA
5,457
10x Genomics
Primary
CD8+ T
Kurtulus S, et al. Immunity 2019
CRC_GSE136394
Human
Immunotherapy
5
67,171
10x Genomics
Pri, Meta
Immune
Lu YC, et al. Cancer Immunol Res 2019
CRC_GSE139555
Human
None
2
10,112
10x Genomics
Primary
Immune
Wu TD, et al. Nature 2020
CRC_GSE146771_10X
Human
None
10
43,817
10x Genomics
Primary
Immune
Zhang L, et al. Cell 2020
CRC_GSE146771_Smartseq2
Human
None
10
10,468
Smart-seq2
Primary
All
Zhang L, et al. Cell 2020
Glioma_GSE102130
Human
None
6
3,321
Smart-seq2
Primary
All
Filbin MG, et al. Science 2018
Glioma_GSE103224
Human
None
8
17,185
Microwell
Primary
All
Yuan J, et al. Genome Med 2018
Glioma_GSE131928_10X
Human
None
9
13,553
10x Genomics
Primary
Non-immune
Neftel C, et al. Cell 2019
Glioma_GSE131928_Smartseq2
Human
None
28
7,930
Smart-seq2
Primary
Non-immune
Neftel C, et al. Cell 2019
Glioma_GSE135437
Human
None
19
12,559
mCEL-Seq2
Pri, Meta
All
Sankowski R, et al. Nat Neurosci 2019
Glioma_GSE138794
Human
None
9
18,458
10x Genomics
Primary
All
Wang L, et al. Cancer Discov 2019
Glioma_GSE139448
Human
None
3
12,152
10x Genomics
Primary
All
Wang R, et al. Stem Cell Reports 2020
Glioma_GSE141982
Human
None
2
5,263
10x Genomics
Primary
All
Wang L, et al. Bioinformatics 2020
Glioma_GSE148842
Human
None
7
111,397
Microwell
Primary
Non-immune
Zhao W, et al.
Glioma_GSE70630
Human
None
6
4,347
Smart-seq2
Primary
All
Tirosh I, et al. Nature 2016
Glioma_GSE84465
Human
None
4
3,533
Smart-seq2
Primary
All
Darmanis S, et al. Cell Rep 2017
Glioma_GSE89567
Human
None
10
6,341
Smart-seq2
Primary
All
Venteicher AS, et al. Science 2017
HNSC_GSE103322
Human
None
18
5,902
Smart-seq2
Primary
All
Puram SV, et al. Cell 2018
HNSC_GSE139324
Human
None
26
130,721
10x Genomics
Primary
Immune
Cillo AR, et al. Immunity 2020
KIRC_GSE111360
Human
None
2
23,130
10x Genomics
Primary
Immune
Neal JT, et al. Cell 2018
KIRC_GSE139555
Human
None
3
49,907
10x Genomics
Primary
Immune
Wu TD, et al. Nature 2020
KIRC_GSE145281_aPDL1
Human
Immunotherapy
4
44,220
10x Genomics
Metastatic
All
Yuen KC, et al. Nat Med 2020
LIHC_GSE125449_aPDL1aCTLA4
Human
Immunotherapy
9
3,834
10x Genomics
Primary
All
Ma L, et al.Cancer Cell 2019
LIHC_GSE140228_10X
Human
None
5
62,530
10x Genomics
Primary
Immune
Zhang Q, et al. Cell 2019
LIHC_GSE140228_Smartseq2
Human
None
6
7,074
Smart-seq2
Primary
Immune
Zhang Q, et al. Cell 2019
LIHC_GSE98638
Human
None
6
5,059
Smart-seq2
Primary
CD3+ T
Zheng C, et al. Cell 2017
MB_GSE119926
Human
None
25
7,745
Smart-seq2
Pri, Meta
Immune
Hovestadt V, et al. Nature 2019
MCC_GSE117988_aPD1aCTLA4
Human
Immunotherapy
1
10,134
10x Genomics
Metastatic
All
Paulson KG, et al. Nat Commun 2018
MCC_GSE118056_aPDL1
Human
Immunotherapy
1
11,024
10x Genomics
Primary
All
Paulson KG, et al. Nat Commun 2018
MM_GSE117156
Human
Targeted therapy
14
24,918
MARS-seq
Primary
Plasma
Ledergor G, et al. Nat Med 2018
MM_GSE141299
Human
None
7
16,840
10x Genomics
Primary
All
Shirayeh AM, et al.
NET_GSE140312
Human
None
1
3,158
10x Genomics
Pri, Meta
All
Rao M, et al. CSH Mol Case Stud 2020
NHL_GSE128531
Human
None
9
30,497
10x Genomics
Primary
CD3+ T
Gaydosik AM, et al. Clin Cancer Res 2019
NSCLC_EMTAB6149
Human
None
5
40,218
10x Genomics
Primary
All
Lambrechts D, et al. Nat Med 2018
NSCLC_GSE117570
Human
None
4
11,453
10x Genomics
Primary
All
Song Q, et al. Cancer Med 2019
NSCLC_GSE127465
Human
None
7
31,179
inDrop
Primary
All
Zilionis R, et al. Immunity 2019
NSCLC_GSE127471
Human
None
1
1,108
10x Genomics
Primary
All
Newman AM, et al. Nat Biotechnol 2019
NSCLC_GSE131907
Human
None
44
203,298
10x Genomics
Pri, Meta
All
Kim N, et al. Nat Commun 2020
NSCLC_GSE139555
Human
None
6
78,829
10x Genomics
Primary
Immune
Wu TD, et al. Nature 2020
NSCLC_GSE143423
Human
None
3
12,193
10x Genomics
Metastatic
All
Wang L, et al.
NSCLC_GSE99254
Human
None
14
12,346
Smart-seq2
Primary
CD3+ T
Guo X, et al. Nat Med 2018
OV_GSE115007
Human
None
1
6,000
10x Genomics
Primary
DC, macrophages
Tang-Huau TL, et al. Nat Commun 2018
OV_GSE118828
Human
None
9
1,909
Smart-seq2
Pri, Meta
All
Shih AJ, et al. PLoS One 2018
PAAD_CRA001160
Human
None
35
57,443
10x Genomics
Primary
All
Peng J, et al. Cell Res 2019
PAAD_GSE111672
Human
None
3
6,122
inDrop
Primary
All
Moncada R, et al. Nat Biotechnol 2020
PBMC_30K_10X
Human
None
1
29,079
10x Genomics
Normal
Immune
NA
PBMC_60K_10X
Human
None
1
63,628
10x Genomics
Normal
Immune
NA
PBMC_8K_10X
Human
None
1
8,488
10x Genomics
Normal
Immune
NA
SARC_GSE119352_mouse_aPD1aCTLA4
Mouse
Immunotherapy
NA
13,789
10x Genomics
Primary
Immune
Gubin MM, et al. Cell 2018
SCC_GSE123813_aPD1
Human
Immunotherapy
4
25,891
10x Genomics
Metastatic
All
Yost KE, et al. Nat Med 2019
SKCM_GSE115978_aPD1
Human
Immunotherapy
31
7,186
Smart-seq2
Pri, Meta
All
Jerby-Arnon L, et al. Cell 2018
SKCM_GSE120575_aPD1aCTLA4
Human
Immunotherapy
32
16,291
Smart-seq2
Metastatic
Immune
Sade-Feldman M, et al. Cell 2018
SKCM_GSE123139
Human
None
25
35,494
MARS-seq
Pri, Meta
Immune
Li H, et al. Cell 2019
SKCM_GSE139249
Human
None
4
39,884
10x Genomics
Metastatic
NK cells
de Andrade LF, et al. JCI Insight 2019
SKCM_GSE148190
Human
None
3
27,834
10x Genomics
Metastatic
Immune
Mahuron KM, et al. J Exp Med 2020
SKCM_GSE72056
Human
None
19
4,645
Smart-seq2
Metastatic
All
Tirosh I, et al. Science 2016
STAD_GSE134520
Human
None
13
41,554
10x Genomics
Primary
All
Zhang P, et al. Cell 2019
UCEC_GSE139555
Human
None
3
12,758
10x Genomics
Primary
Immune
Wu TD, et al. Nature 2020
UVM_GSE139829
Human
None
11
103,703
10x Genomics
Pri, Meta
All
Durante MA, et al. Nat Commun 2020