A matrix with the cell type deconvolution features to use as train data from the bulk RNAseq of Mariathasan et al. (2018)
Examples
data(deconvolution)
head(deconvolution)
#> Quantiseq_B.cells DeconRNASeq_BPRNACan_B.cells
#> SAM7f0d9cc7f001 0.050210988 0.12730707
#> SAM4305ab968b90 0.008603929 0.12937121
#> SAMcf018fee2acd 0.042857608 0.12722785
#> SAMcc4675f394a1 0.025216439 0.09446695
#> SAM49f9b2e57aa5 0.022668958 0.11521148
#> SAM2e7aa8fa0ab3 0.012022510 0.11793460
#> Epidish_BPRNACan_B.cells DeconRNASeq_BPRNACan3DProMet_B.cells
#> SAM7f0d9cc7f001 3.563950e-02 0.074600081
#> SAM4305ab968b90 1.073465e-04 0.079469135
#> SAMcf018fee2acd 1.708482e-02 0.074560748
#> SAMcc4675f394a1 9.074189e-05 0.001921238
#> SAM49f9b2e57aa5 1.900745e-02 0.065863621
#> SAM2e7aa8fa0ab3 4.130289e-03 0.063705401
#> Epidish_BPRNACan3DProMet_B.cells
#> SAM7f0d9cc7f001 0.051634688
#> SAM4305ab968b90 0.007359397
#> SAMcf018fee2acd 0.024649003
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.025668504
#> SAM2e7aa8fa0ab3 0.008716558
#> DeconRNASeq_BPRNACanProMet_B.cells
#> SAM7f0d9cc7f001 0.077084903
#> SAM4305ab968b90 0.089485917
#> SAMcf018fee2acd 0.079894796
#> SAMcc4675f394a1 0.003895105
#> SAM49f9b2e57aa5 0.074591627
#> SAM2e7aa8fa0ab3 0.066830620
#> Epidish_BPRNACanProMet_B.cells
#> SAM7f0d9cc7f001 0.061927146
#> SAM4305ab968b90 0.013455460
#> SAMcf018fee2acd 0.029724100
#> SAMcc4675f394a1 0.002167176
#> SAM49f9b2e57aa5 0.032688442
#> SAM2e7aa8fa0ab3 0.011090919
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.1228965
#> SAM4305ab968b90 0.1237223
#> SAMcf018fee2acd 0.1443982
#> SAMcc4675f394a1 0.1312310
#> SAM49f9b2e57aa5 0.2134935
#> SAM2e7aa8fa0ab3 0.2153588
#> Epidish_CBSX.HNSCC.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.025626151
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.080914523
#> SAMcc4675f394a1 0.001434758
#> SAM49f9b2e57aa5 0.137032856
#> SAM2e7aa8fa0ab3 0.282602048
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.09589523
#> SAM4305ab968b90 0.11643874
#> SAMcf018fee2acd 0.10175787
#> SAMcc4675f394a1 0.09048480
#> SAM49f9b2e57aa5 0.14838878
#> SAM2e7aa8fa0ab3 0.15776522
#> Epidish_CBSX.Melanoma.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.066233918
#> SAM4305ab968b90 0.008756584
#> SAMcf018fee2acd 0.009133098
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.036205984
#> SAM2e7aa8fa0ab3 0.005377105
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.3574003
#> SAM4305ab968b90 0.3949259
#> SAMcf018fee2acd 0.3881010
#> SAMcc4675f394a1 0.3250339
#> SAM49f9b2e57aa5 0.3592329
#> SAM2e7aa8fa0ab3 0.3842798
#> Epidish_CBSX.NSCLC.PBMCs.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.9270601
#> SAM4305ab968b90 0.7335563
#> SAMcf018fee2acd 0.8704203
#> SAMcc4675f394a1 0.7806137
#> SAM49f9b2e57aa5 0.7666496
#> SAM2e7aa8fa0ab3 0.9091358
#> DeconRNASeq_CCLE.TIL10_B.cells DeconRNASeq_TIL10_B.cells
#> SAM7f0d9cc7f001 0.09479171 0.1233515
#> SAM4305ab968b90 0.08913280 0.1430621
#> SAMcf018fee2acd 0.08813311 0.1202673
#> SAMcc4675f394a1 0.12318305 0.1465164
#> SAM49f9b2e57aa5 0.10906816 0.1548673
#> SAM2e7aa8fa0ab3 0.09201921 0.1363611
#> DWLS_BPRNACan_B.cells DWLS_BPRNACan3DProMet_B.cells
#> SAM7f0d9cc7f001 0.036380235 0.082113616
#> SAM4305ab968b90 0.000000000 0.006740926
#> SAMcf018fee2acd 0.014454504 0.027725394
#> SAMcc4675f394a1 0.002439566 0.002995142
#> SAM49f9b2e57aa5 0.015003689 0.029905266
#> SAM2e7aa8fa0ab3 0.005002816 0.012872153
#> DWLS_BPRNACanProMet_B.cells DWLS_CBSX.HNSCC.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.099040918 0.1166403
#> SAM4305ab968b90 0.009802299 0.0000000
#> SAMcf018fee2acd 0.037233606 0.2845757
#> SAMcc4675f394a1 0.007154637 0.0000000
#> SAM49f9b2e57aa5 0.043583721 0.4125924
#> SAM2e7aa8fa0ab3 0.014245233 0.6063532
#> DWLS_CBSX.Melanoma.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.1213991261
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0000000000
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0577397017
#> SAM2e7aa8fa0ab3 0.0002493709
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_B.cells DWLS_CCLE.TIL10_B.cells
#> SAM7f0d9cc7f001 0.9294624 0.0000000000
#> SAM4305ab968b90 0.6502671 0.0000000000
#> SAMcf018fee2acd 0.8206030 0.0008377193
#> SAMcc4675f394a1 0.6808452 0.0000000000
#> SAM49f9b2e57aa5 0.8696199 0.0016930444
#> SAM2e7aa8fa0ab3 0.7149709 0.0014282883
#> CBSX_BPRNACan_B.cells CBSX_BPRNACan3DProMet_B.cells
#> SAM7f0d9cc7f001 0.0268574443 0.053311989
#> SAM4305ab968b90 0.0002625395 0.001824221
#> SAMcf018fee2acd 0.0117017235 0.022139355
#> SAMcc4675f394a1 0.0000000000 0.000000000
#> SAM49f9b2e57aa5 0.0128700566 0.019103605
#> SAM2e7aa8fa0ab3 0.0026788330 0.003678276
#> CBSX_BPRNACanProMet_B.cells CBSX_CBSX.HNSCC.scRNAseq_B.cells
#> SAM7f0d9cc7f001 6.503006e-02 0.026470635
#> SAM4305ab968b90 5.271856e-03 0.000000000
#> SAMcf018fee2acd 2.506626e-02 0.081951704
#> SAMcc4675f394a1 2.859268e-05 0.005175019
#> SAM49f9b2e57aa5 3.313647e-02 0.113686186
#> SAM2e7aa8fa0ab3 3.753517e-03 0.283804619
#> CBSX_CBSX.Melanoma.scRNAseq_B.cells
#> SAM7f0d9cc7f001 0.03742227
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.02164871
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_B.cells CBSX_CCLE.TIL10_B.cells
#> SAM7f0d9cc7f001 0.7894881 0.009153725
#> SAM4305ab968b90 0.8017509 0.009178479
#> SAMcf018fee2acd 0.8642097 0.000000000
#> SAMcc4675f394a1 0.7403158 0.000000000
#> SAM49f9b2e57aa5 0.8290278 0.001887849
#> SAM2e7aa8fa0ab3 0.6040372 0.016370300
#> DeconRNASeq_LM22_B.naive.cells Epidish_LM22_B.naive.cells
#> SAM7f0d9cc7f001 0.22200799 0.07807449
#> SAM4305ab968b90 0.08149786 0.14885959
#> SAMcf018fee2acd 0.08255508 0.01677318
#> SAMcc4675f394a1 0.11196381 0.03344129
#> SAM49f9b2e57aa5 0.19081659 0.15756858
#> SAM2e7aa8fa0ab3 0.14424239 0.03239494
#> DWLS_LM22_B.naive.cells CBSX_LM22_B.naive.cells
#> SAM7f0d9cc7f001 0.04386876 0.05019440
#> SAM4305ab968b90 0.06050735 0.07287193
#> SAMcf018fee2acd 0.03015016 0.02523554
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.17770542 0.20246576
#> SAM2e7aa8fa0ab3 0.04378562 0.03064947
#> Epidish_LM22_B.memory.cells DWLS_LM22_B.memory.cells
#> SAM7f0d9cc7f001 0.09204022 0.10921697
#> SAM4305ab968b90 0.00000000 0.00000000
#> SAMcf018fee2acd 0.02237843 0.00319934
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.01449040 0.04507033
#> SAM2e7aa8fa0ab3 0.00000000 0.00000000
#> CBSX_LM22_B.memory.cells
#> SAM7f0d9cc7f001 0.17006058
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.01537247
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.04932691
#> SAM4305ab968b90 0.04142978
#> SAMcf018fee2acd 0.07250694
#> SAMcc4675f394a1 0.05909018
#> SAM49f9b2e57aa5 0.03851747
#> SAM2e7aa8fa0ab3 0.04703351
#> Epidish_CBSX.HNSCC.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.02084187
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.05867367
#> SAMcc4675f394a1 0.06151472
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.02469197
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.09054257
#> SAM4305ab968b90 0.13016251
#> SAMcf018fee2acd 0.13702906
#> SAMcc4675f394a1 0.09526639
#> SAM49f9b2e57aa5 0.07679836
#> SAM2e7aa8fa0ab3 0.04918923
#> Epidish_CBSX.Melanoma.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.06354379
#> SAM4305ab968b90 0.16900265
#> SAMcf018fee2acd 0.21544643
#> SAMcc4675f394a1 0.09855208
#> SAM49f9b2e57aa5 0.08637205
#> SAM2e7aa8fa0ab3 0.08673941
#> DWLS_CBSX.HNSCC.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.03232704
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.05610745
#> SAMcc4675f394a1 0.07638105
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00756202
#> DWLS_CBSX.Melanoma.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.1587079
#> SAM4305ab968b90 0.3105012
#> SAMcf018fee2acd 0.4551175
#> SAMcc4675f394a1 0.2440977
#> SAM49f9b2e57aa5 0.1882428
#> SAM2e7aa8fa0ab3 0.2295739
#> CBSX_CBSX.HNSCC.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.02120099
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.05544792
#> SAMcc4675f394a1 0.05078828
#> SAM49f9b2e57aa5 0.02476562
#> SAM2e7aa8fa0ab3 0.02165093
#> CBSX_CBSX.Melanoma.scRNAseq_Macrophages.cells
#> SAM7f0d9cc7f001 0.07209887
#> SAM4305ab968b90 0.13131014
#> SAMcf018fee2acd 0.21167284
#> SAMcc4675f394a1 0.09090779
#> SAM49f9b2e57aa5 0.11259995
#> SAM2e7aa8fa0ab3 0.08111223
#> DeconRNASeq_BPRNACan_Macrophages.M0
#> SAM7f0d9cc7f001 0.027994399
#> SAM4305ab968b90 0.008386654
#> SAMcf018fee2acd 0.028393247
#> SAMcc4675f394a1 0.025815486
#> SAM49f9b2e57aa5 0.024021881
#> SAM2e7aa8fa0ab3 0.000000000
#> Epidish_BPRNACan_Macrophages.M0
#> SAM7f0d9cc7f001 0.000000e+00
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 4.395661e-05
#> SAMcc4675f394a1 0.000000e+00
#> SAM49f9b2e57aa5 3.629821e-04
#> SAM2e7aa8fa0ab3 0.000000e+00
#> DeconRNASeq_BPRNACan3DProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.01475592
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.01430916
#> SAMcc4675f394a1 0.01192612
#> SAM49f9b2e57aa5 0.00892975
#> SAM2e7aa8fa0ab3 0.00000000
#> Epidish_BPRNACan3DProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.0000000000
#> SAM4305ab968b90 0.0001578082
#> SAMcf018fee2acd 0.0002703305
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0004626976
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_BPRNACanProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.01847098
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.01764295
#> SAMcc4675f394a1 0.01663120
#> SAM49f9b2e57aa5 0.01608167
#> SAM2e7aa8fa0ab3 0.00000000
#> Epidish_BPRNACanProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.0000000000
#> SAM4305ab968b90 0.0010825139
#> SAMcf018fee2acd 0.0007596935
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0009299892
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_LM22_Macrophages.M0 Epidish_LM22_Macrophages.M0
#> SAM7f0d9cc7f001 0.06266741 0.03458268
#> SAM4305ab968b90 0.13731085 0.00000000
#> SAMcf018fee2acd 0.15828673 0.12587020
#> SAMcc4675f394a1 0.11112788 0.23688839
#> SAM49f9b2e57aa5 0.10389749 0.03295175
#> SAM2e7aa8fa0ab3 0.11246561 0.07925979
#> DWLS_BPRNACan_Macrophages.M0
#> SAM7f0d9cc7f001 0.002303352
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.005098964
#> SAMcc4675f394a1 0.001473074
#> SAM49f9b2e57aa5 0.006085792
#> SAM2e7aa8fa0ab3 0.000000000
#> DWLS_BPRNACan3DProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.0017488597
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0051837357
#> SAMcc4675f394a1 0.0006084742
#> SAM49f9b2e57aa5 0.0052075940
#> SAM2e7aa8fa0ab3 0.0000000000
#> DWLS_BPRNACanProMet_Macrophages.M0 DWLS_LM22_Macrophages.M0
#> SAM7f0d9cc7f001 0.002613764 0.06691313
#> SAM4305ab968b90 0.018570008 0.01945229
#> SAMcf018fee2acd 0.004960789 0.17307234
#> SAMcc4675f394a1 0.000000000 0.22256684
#> SAM49f9b2e57aa5 0.006259882 0.04993736
#> SAM2e7aa8fa0ab3 0.000000000 0.07488416
#> CBSX_BPRNACan_Macrophages.M0
#> SAM7f0d9cc7f001 0.0025832263
#> SAM4305ab968b90 0.0001323447
#> SAMcf018fee2acd 0.0006412060
#> SAMcc4675f394a1 0.0004589866
#> SAM49f9b2e57aa5 0.0006513166
#> SAM2e7aa8fa0ab3 0.0000000000
#> CBSX_BPRNACan3DProMet_Macrophages.M0
#> SAM7f0d9cc7f001 0.0028965270
#> SAM4305ab968b90 0.0001735021
#> SAMcf018fee2acd 0.0007064447
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0006586961
#> SAM2e7aa8fa0ab3 0.0000000000
#> CBSX_BPRNACanProMet_Macrophages.M0 CBSX_LM22_Macrophages.M0
#> SAM7f0d9cc7f001 0.0000000000 0.04634511
#> SAM4305ab968b90 0.0009745591 0.01932961
#> SAMcf018fee2acd 0.0001075361 0.11400714
#> SAMcc4675f394a1 0.0000000000 0.19177044
#> SAM49f9b2e57aa5 0.0001886322 0.05864097
#> SAM2e7aa8fa0ab3 0.0000000000 0.07631753
#> Quantiseq_Macrophages.M1 DeconRNASeq_BPRNACan_Macrophages.M1
#> SAM7f0d9cc7f001 0.024261967 0.08610919
#> SAM4305ab968b90 0.000000000 0.10628172
#> SAMcf018fee2acd 0.000000000 0.08698983
#> SAMcc4675f394a1 0.005849826 0.06995662
#> SAM49f9b2e57aa5 0.000000000 0.08174149
#> SAM2e7aa8fa0ab3 0.000000000 0.10223870
#> Epidish_BPRNACan_Macrophages.M1
#> SAM7f0d9cc7f001 3.387422e-04
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 0.000000e+00
#> SAMcc4675f394a1 1.333769e-03
#> SAM49f9b2e57aa5 0.000000e+00
#> SAM2e7aa8fa0ab3 5.045961e-05
#> DeconRNASeq_BPRNACan3DProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.1375581
#> SAM4305ab968b90 0.1470234
#> SAMcf018fee2acd 0.1371288
#> SAMcc4675f394a1 0.1260597
#> SAM49f9b2e57aa5 0.1288714
#> SAM2e7aa8fa0ab3 0.1391059
#> Epidish_BPRNACan3DProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.0004185453
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0000000000
#> SAMcc4675f394a1 0.0014597204
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000620991
#> DeconRNASeq_BPRNACanProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.1293349
#> SAM4305ab968b90 0.1372509
#> SAMcf018fee2acd 0.1269982
#> SAMcc4675f394a1 0.1174678
#> SAM49f9b2e57aa5 0.1162783
#> SAM2e7aa8fa0ab3 0.1323608
#> Epidish_BPRNACanProMet_Macrophages.M1
#> SAM7f0d9cc7f001 4.015389e-05
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 0.000000e+00
#> SAMcc4675f394a1 7.821641e-04
#> SAM49f9b2e57aa5 0.000000e+00
#> SAM2e7aa8fa0ab3 0.000000e+00
#> DeconRNASeq_CCLE.TIL10_Macrophages.M1
#> SAM7f0d9cc7f001 0.35023592
#> SAM4305ab968b90 0.02548979
#> SAMcf018fee2acd 0.28010046
#> SAMcc4675f394a1 0.34152184
#> SAM49f9b2e57aa5 0.05557486
#> SAM2e7aa8fa0ab3 0.11199082
#> Epidish_CCLE.TIL10_Macrophages.M1
#> SAM7f0d9cc7f001 0.10347675
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.04238972
#> SAMcc4675f394a1 0.11455431
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.05870060
#> DeconRNASeq_LM22_Macrophages.M1 Epidish_LM22_Macrophages.M1
#> SAM7f0d9cc7f001 0.00000000 0.000000000
#> SAM4305ab968b90 0.07140198 0.000000000
#> SAMcf018fee2acd 0.03257394 0.000000000
#> SAMcc4675f394a1 0.03492150 0.000000000
#> SAM49f9b2e57aa5 0.04719671 0.003465623
#> SAM2e7aa8fa0ab3 0.07737779 0.060097028
#> DeconRNASeq_TIL10_Macrophages.M1 Epidish_TIL10_Macrophages.M1
#> SAM7f0d9cc7f001 0.42681828 0.1960388
#> SAM4305ab968b90 0.06911571 0.0000000
#> SAMcf018fee2acd 0.35716841 0.1176216
#> SAMcc4675f394a1 0.36554880 0.3060761
#> SAM49f9b2e57aa5 0.10526485 0.0000000
#> SAM2e7aa8fa0ab3 0.16705275 0.4622038
#> DWLS_BPRNACan_Macrophages.M1
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DWLS_BPRNACan3DProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DWLS_BPRNACanProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.003182723
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> DWLS_CCLE.TIL10_Macrophages.M1 DWLS_LM22_Macrophages.M1
#> SAM7f0d9cc7f001 0.15436509 0.000000000
#> SAM4305ab968b90 0.00000000 0.000000000
#> SAMcf018fee2acd 0.02555603 0.000000000
#> SAMcc4675f394a1 0.11653271 0.012561180
#> SAM49f9b2e57aa5 0.00000000 0.005569976
#> SAM2e7aa8fa0ab3 0.09015368 0.145155769
#> DWLS_TIL10_Macrophages.M1 CBSX_BPRNACan_Macrophages.M1
#> SAM7f0d9cc7f001 0.35174866 0
#> SAM4305ab968b90 0.00000000 0
#> SAMcf018fee2acd 0.02603301 0
#> SAMcc4675f394a1 0.27071376 0
#> SAM49f9b2e57aa5 0.09299969 0
#> SAM2e7aa8fa0ab3 0.61411033 0
#> CBSX_BPRNACan3DProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.002389825
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_BPRNACanProMet_Macrophages.M1
#> SAM7f0d9cc7f001 0.0005713071
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0000000000
#> SAMcc4675f394a1 0.0031569945
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> CBSX_CCLE.TIL10_Macrophages.M1 CBSX_LM22_Macrophages.M1
#> SAM7f0d9cc7f001 0.142221822 0.000000000
#> SAM4305ab968b90 0.010621452 0.000000000
#> SAMcf018fee2acd 0.014409362 0.000000000
#> SAMcc4675f394a1 0.101247619 0.006703372
#> SAM49f9b2e57aa5 0.005635027 0.009577312
#> SAM2e7aa8fa0ab3 0.070992926 0.046674701
#> CBSX_TIL10_Macrophages.M1 Quantiseq_Macrophages.M2
#> SAM7f0d9cc7f001 0.2918758 0.04255419
#> SAM4305ab968b90 0.0000000 0.02354171
#> SAMcf018fee2acd 0.1125917 0.09870767
#> SAMcc4675f394a1 0.5875108 0.03366905
#> SAM49f9b2e57aa5 0.0000000 0.01292400
#> SAM2e7aa8fa0ab3 0.1720276 0.01781348
#> DeconRNASeq_BPRNACan_Macrophages.M2
#> SAM7f0d9cc7f001 0.1307625
#> SAM4305ab968b90 0.1398885
#> SAMcf018fee2acd 0.1318713
#> SAMcc4675f394a1 0.1141129
#> SAM49f9b2e57aa5 0.1220610
#> SAM2e7aa8fa0ab3 0.1289573
#> Epidish_BPRNACan_Macrophages.M2
#> SAM7f0d9cc7f001 0.0001887924
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0002880365
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_BPRNACan3DProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.1853022
#> SAM4305ab968b90 0.1885421
#> SAMcf018fee2acd 0.1843019
#> SAMcc4675f394a1 0.1727004
#> SAM49f9b2e57aa5 0.1704670
#> SAM2e7aa8fa0ab3 0.1772120
#> Epidish_BPRNACan3DProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.0002085931
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0002861600
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_BPRNACanProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.1858417
#> SAM4305ab968b90 0.1837226
#> SAMcf018fee2acd 0.1816951
#> SAMcc4675f394a1 0.1730774
#> SAM49f9b2e57aa5 0.1679860
#> SAM2e7aa8fa0ab3 0.1762989
#> Epidish_BPRNACanProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.0002160989
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0002783674
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_CCLE.TIL10_Macrophages.M2
#> SAM7f0d9cc7f001 0.02830864
#> SAM4305ab968b90 0.08334035
#> SAMcf018fee2acd 0.08451151
#> SAMcc4675f394a1 0.01649599
#> SAM49f9b2e57aa5 0.06892321
#> SAM2e7aa8fa0ab3 0.06240585
#> Epidish_CCLE.TIL10_Macrophages.M2
#> SAM7f0d9cc7f001 0.157593594
#> SAM4305ab968b90 0.022082438
#> SAMcf018fee2acd 0.120163970
#> SAMcc4675f394a1 0.065934692
#> SAM49f9b2e57aa5 0.005408858
#> SAM2e7aa8fa0ab3 0.036687497
#> DeconRNASeq_TIL10_Macrophages.M2 Epidish_TIL10_Macrophages.M2
#> SAM7f0d9cc7f001 0.05137795 0.31100605
#> SAM4305ab968b90 0.14771388 0.29587423
#> SAMcf018fee2acd 0.11761147 0.08635246
#> SAMcc4675f394a1 0.03787343 0.08716274
#> SAM49f9b2e57aa5 0.12383391 0.02333727
#> SAM2e7aa8fa0ab3 0.10106745 0.11116081
#> DWLS_BPRNACan_Macrophages.M2
#> SAM7f0d9cc7f001 0.0002349228
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0052782052
#> SAMcc4675f394a1 0.0006625274
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DWLS_BPRNACan3DProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.0100119120
#> SAM4305ab968b90 0.0017344695
#> SAMcf018fee2acd 0.0070570914
#> SAMcc4675f394a1 0.0005231855
#> SAM49f9b2e57aa5 0.0006013781
#> SAM2e7aa8fa0ab3 0.0004286789
#> DWLS_BPRNACanProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.0004292112
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0085323678
#> SAMcc4675f394a1 0.0008078611
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DWLS_CCLE.TIL10_Macrophages.M2 DWLS_TIL10_Macrophages.M2
#> SAM7f0d9cc7f001 0.104436193 0.16526788
#> SAM4305ab968b90 0.013389249 0.15746835
#> SAMcf018fee2acd 0.174652925 0.39472285
#> SAMcc4675f394a1 0.012882222 0.00000000
#> SAM49f9b2e57aa5 0.004940769 0.00142606
#> SAM2e7aa8fa0ab3 0.002532487 0.01858152
#> CBSX_BPRNACan_Macrophages.M2
#> SAM7f0d9cc7f001 0.000000e+00
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 1.800060e-04
#> SAMcc4675f394a1 6.682840e-05
#> SAM49f9b2e57aa5 1.799779e-05
#> SAM2e7aa8fa0ab3 0.000000e+00
#> CBSX_BPRNACan3DProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.000000e+00
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 1.935345e-04
#> SAMcc4675f394a1 0.000000e+00
#> SAM49f9b2e57aa5 1.525881e-05
#> SAM2e7aa8fa0ab3 0.000000e+00
#> CBSX_BPRNACanProMet_Macrophages.M2
#> SAM7f0d9cc7f001 0.0002222082
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0002821489
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> CBSX_CCLE.TIL10_Macrophages.M2 CBSX_TIL10_Macrophages.M2
#> SAM7f0d9cc7f001 0.039699845 0.16869098
#> SAM4305ab968b90 0.008777602 0.04552310
#> SAMcf018fee2acd 0.120193594 0.10553239
#> SAMcc4675f394a1 0.014409259 0.08393194
#> SAM49f9b2e57aa5 0.039841623 0.43019251
#> SAM2e7aa8fa0ab3 0.055073768 0.24180598
#> DeconRNASeq_LM22_Macrophages.M2 Epidish_LM22_Macrophages.M2
#> SAM7f0d9cc7f001 0.025825608 0.08115124
#> SAM4305ab968b90 0.000000000 0.24987205
#> SAMcf018fee2acd 0.027464529 0.15675115
#> SAMcc4675f394a1 0.081372076 0.05867075
#> SAM49f9b2e57aa5 0.000000000 0.06333735
#> SAM2e7aa8fa0ab3 0.004871071 0.07661403
#> DWLS_LM22_Macrophages.M2 CBSX_LM22_Macrophages.M2
#> SAM7f0d9cc7f001 0.06218970 0.04996445
#> SAM4305ab968b90 0.16277004 0.15173430
#> SAMcf018fee2acd 0.11571848 0.21297169
#> SAMcc4675f394a1 0.06413972 0.07008905
#> SAM49f9b2e57aa5 0.04667151 0.00940865
#> SAM2e7aa8fa0ab3 0.03445278 0.05964796
#> DeconRNASeq_BPRNACan_Monocytes Epidish_BPRNACan_Monocytes
#> SAM7f0d9cc7f001 0.1071899 0.007723127
#> SAM4305ab968b90 0.1023924 0.001456189
#> SAMcf018fee2acd 0.1041118 0.015859509
#> SAMcc4675f394a1 0.1092755 0.017373087
#> SAM49f9b2e57aa5 0.0964071 0.005372694
#> SAM2e7aa8fa0ab3 0.1040177 0.003779825
#> DeconRNASeq_BPRNACan3DProMet_Monocytes
#> SAM7f0d9cc7f001 0.10826023
#> SAM4305ab968b90 0.09551774
#> SAMcf018fee2acd 0.10384860
#> SAMcc4675f394a1 0.11302181
#> SAM49f9b2e57aa5 0.09432388
#> SAM2e7aa8fa0ab3 0.10334477
#> Epidish_BPRNACan3DProMet_Monocytes
#> SAM7f0d9cc7f001 0.015111561
#> SAM4305ab968b90 0.001915069
#> SAMcf018fee2acd 0.027840000
#> SAMcc4675f394a1 0.014452073
#> SAM49f9b2e57aa5 0.006480510
#> SAM2e7aa8fa0ab3 0.008100573
#> DeconRNASeq_BPRNACanProMet_Monocytes
#> SAM7f0d9cc7f001 0.09516898
#> SAM4305ab968b90 0.08418712
#> SAMcf018fee2acd 0.09178475
#> SAMcc4675f394a1 0.09906743
#> SAM49f9b2e57aa5 0.08126538
#> SAM2e7aa8fa0ab3 0.08994167
#> Epidish_BPRNACanProMet_Monocytes
#> SAM7f0d9cc7f001 0.0062192064
#> SAM4305ab968b90 0.0008831197
#> SAMcf018fee2acd 0.0144746017
#> SAMcc4675f394a1 0.0084748841
#> SAM49f9b2e57aa5 0.0030291790
#> SAM2e7aa8fa0ab3 0.0038739188
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_Monocytes
#> SAM7f0d9cc7f001 0.2833120
#> SAM4305ab968b90 0.2679940
#> SAMcf018fee2acd 0.2908829
#> SAMcc4675f394a1 0.2912994
#> SAM49f9b2e57aa5 0.2822728
#> SAM2e7aa8fa0ab3 0.3004752
#> Epidish_CBSX.NSCLC.PBMCs.scRNAseq_Monocytes
#> SAM7f0d9cc7f001 0.01116936
#> SAM4305ab968b90 0.06047921
#> SAMcf018fee2acd 0.02876239
#> SAMcc4675f394a1 0.05567865
#> SAM49f9b2e57aa5 0.04641955
#> SAM2e7aa8fa0ab3 0.03655602
#> DeconRNASeq_CCLE.TIL10_Monocytes Epidish_CCLE.TIL10_Monocytes
#> SAM7f0d9cc7f001 0.00000000 0.00000000
#> SAM4305ab968b90 0.01996775 0.00000000
#> SAMcf018fee2acd 0.00000000 0.23897062
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.02127234 0.05755838
#> SAM2e7aa8fa0ab3 0.00000000 0.00000000
#> DeconRNASeq_LM22_Monocytes Epidish_LM22_Monocytes
#> SAM7f0d9cc7f001 0.04390475 0.04454453
#> SAM4305ab968b90 0.05663578 0.06383860
#> SAMcf018fee2acd 0.06723569 0.03506724
#> SAMcc4675f394a1 0.12327740 0.14429770
#> SAM49f9b2e57aa5 0.07044572 0.04761333
#> SAM2e7aa8fa0ab3 0.05474257 0.07574987
#> DeconRNASeq_TIL10_Monocytes Epidish_TIL10_Monocytes
#> SAM7f0d9cc7f001 0.00000000 0.01948821
#> SAM4305ab968b90 0.02768913 0.00000000
#> SAMcf018fee2acd 0.00000000 0.62219648
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.02387271 0.67365538
#> SAM2e7aa8fa0ab3 0.00000000 0.00000000
#> DWLS_BPRNACan_Monocytes DWLS_BPRNACan3DProMet_Monocytes
#> SAM7f0d9cc7f001 0.012273780 2.074700e-02
#> SAM4305ab968b90 0.002602435 5.896592e-05
#> SAMcf018fee2acd 0.024498176 4.602245e-02
#> SAMcc4675f394a1 0.030679687 3.593961e-02
#> SAM49f9b2e57aa5 0.005817064 1.715247e-02
#> SAM2e7aa8fa0ab3 0.009255249 1.595579e-02
#> DWLS_BPRNACanProMet_Monocytes
#> SAM7f0d9cc7f001 0.0158397253
#> SAM4305ab968b90 0.0008272754
#> SAMcf018fee2acd 0.0210629584
#> SAMcc4675f394a1 0.0125572225
#> SAM49f9b2e57aa5 0.0018698964
#> SAM2e7aa8fa0ab3 0.0112370378
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_Monocytes
#> SAM7f0d9cc7f001 0.01509677
#> SAM4305ab968b90 0.33541430
#> SAMcf018fee2acd 0.16319638
#> SAMcc4675f394a1 0.20036461
#> SAM49f9b2e57aa5 0.13038013
#> SAM2e7aa8fa0ab3 0.11590297
#> DWLS_CCLE.TIL10_Monocytes DWLS_LM22_Monocytes
#> SAM7f0d9cc7f001 0.00000000 0.06399306
#> SAM4305ab968b90 0.00000000 0.08460824
#> SAMcf018fee2acd 0.15185698 0.05324541
#> SAMcc4675f394a1 0.00000000 0.20466402
#> SAM49f9b2e57aa5 0.02282099 0.06704571
#> SAM2e7aa8fa0ab3 0.00000000 0.08124093
#> DWLS_TIL10_Monocytes CBSX_BPRNACan_Monocytes
#> SAM7f0d9cc7f001 0.05871242 0.0153841756
#> SAM4305ab968b90 0.00000000 0.0000000000
#> SAMcf018fee2acd 0.47418932 0.0100262150
#> SAMcc4675f394a1 0.19696812 0.0139365151
#> SAM49f9b2e57aa5 0.40682700 0.0023650592
#> SAM2e7aa8fa0ab3 0.00000000 0.0001291922
#> CBSX_BPRNACan3DProMet_Monocytes CBSX_BPRNACanProMet_Monocytes
#> SAM7f0d9cc7f001 0.015764833 3.556337e-03
#> SAM4305ab968b90 0.000000000 0.000000e+00
#> SAMcf018fee2acd 0.017586944 4.491585e-03
#> SAMcc4675f394a1 0.008597910 3.807218e-03
#> SAM49f9b2e57aa5 0.007531023 7.411793e-06
#> SAM2e7aa8fa0ab3 0.002439348 3.365214e-04
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_Monocytes
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.108430388
#> SAMcf018fee2acd 0.003651009
#> SAMcc4675f394a1 0.057786038
#> SAM49f9b2e57aa5 0.042990719
#> SAM2e7aa8fa0ab3 0.037343880
#> CBSX_CCLE.TIL10_Monocytes CBSX_LM22_Monocytes
#> SAM7f0d9cc7f001 0.106790731 0.04868462
#> SAM4305ab968b90 0.001298823 0.08685585
#> SAMcf018fee2acd 0.340599803 0.02858694
#> SAMcc4675f394a1 0.000000000 0.20248630
#> SAM49f9b2e57aa5 0.000000000 0.04587064
#> SAM2e7aa8fa0ab3 0.000000000 0.11047669
#> CBSX_TIL10_Monocytes Quantiseq_Neutrophils
#> SAM7f0d9cc7f001 0.07325332 0.16895713
#> SAM4305ab968b90 0.28948867 0.10152607
#> SAMcf018fee2acd 0.31421953 0.14111957
#> SAMcc4675f394a1 0.05905361 0.09917499
#> SAM49f9b2e57aa5 0.00000000 0.12735754
#> SAM2e7aa8fa0ab3 0.00000000 0.36118750
#> DeconRNASeq_BPRNACan_Neutrophils Epidish_BPRNACan_Neutrophils
#> SAM7f0d9cc7f001 0.06804785 0.0002105469
#> SAM4305ab968b90 0.07840177 0.0000000000
#> SAMcf018fee2acd 0.07565927 0.0000000000
#> SAMcc4675f394a1 0.13968250 0.0000000000
#> SAM49f9b2e57aa5 0.06026786 0.0000000000
#> SAM2e7aa8fa0ab3 0.07167249 0.0000000000
#> DeconRNASeq_BPRNACan3DProMet_Neutrophils
#> SAM7f0d9cc7f001 0.016207265
#> SAM4305ab968b90 0.025225811
#> SAMcf018fee2acd 0.025923918
#> SAMcc4675f394a1 0.096815038
#> SAM49f9b2e57aa5 0.008281735
#> SAM2e7aa8fa0ab3 0.022974099
#> Epidish_BPRNACan3DProMet_Neutrophils
#> SAM7f0d9cc7f001 0.0006450161
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0013533978
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0000000000
#> DeconRNASeq_BPRNACanProMet_Neutrophils
#> SAM7f0d9cc7f001 0.02869901
#> SAM4305ab968b90 0.02918039
#> SAMcf018fee2acd 0.03476956
#> SAMcc4675f394a1 0.10942712
#> SAM49f9b2e57aa5 0.01720697
#> SAM2e7aa8fa0ab3 0.03392025
#> Epidish_BPRNACanProMet_Neutrophils
#> SAM7f0d9cc7f001 0.003198365
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.003308617
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.001095786
#> DeconRNASeq_CCLE.TIL10_Neutrophils
#> SAM7f0d9cc7f001 0.1333322
#> SAM4305ab968b90 0.1229635
#> SAMcf018fee2acd 0.1382692
#> SAMcc4675f394a1 0.1242944
#> SAM49f9b2e57aa5 0.1229768
#> SAM2e7aa8fa0ab3 0.2562540
#> Epidish_CCLE.TIL10_Neutrophils DeconRNASeq_LM22_Neutrophils
#> SAM7f0d9cc7f001 0.11480060 0.01802812
#> SAM4305ab968b90 0.02982781 0.03370223
#> SAMcf018fee2acd 0.05912271 0.00000000
#> SAMcc4675f394a1 0.22140537 0.00278148
#> SAM49f9b2e57aa5 0.01853300 0.04431914
#> SAM2e7aa8fa0ab3 0.05354165 0.01476839
#> Epidish_LM22_Neutrophils DeconRNASeq_TIL10_Neutrophils
#> SAM7f0d9cc7f001 0.032291274 0.1601845
#> SAM4305ab968b90 0.000000000 0.1841693
#> SAMcf018fee2acd 0.007401024 0.1714383
#> SAMcc4675f394a1 0.000000000 0.1302208
#> SAM49f9b2e57aa5 0.000000000 0.1783853
#> SAM2e7aa8fa0ab3 0.000000000 0.3182448
#> Epidish_TIL10_Neutrophils DWLS_BPRNACan_Neutrophils
#> SAM7f0d9cc7f001 0.2891078 0
#> SAM4305ab968b90 0.7041258 0
#> SAMcf018fee2acd 0.1196928 0
#> SAMcc4675f394a1 0.6067612 0
#> SAM49f9b2e57aa5 0.3030074 0
#> SAM2e7aa8fa0ab3 0.4181740 0
#> DWLS_BPRNACan3DProMet_Neutrophils
#> SAM7f0d9cc7f001 0.010220144
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.004698693
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.002400074
#> DWLS_BPRNACanProMet_Neutrophils DWLS_CCLE.TIL10_Neutrophils
#> SAM7f0d9cc7f001 0.0168216802 0.152645898
#> SAM4305ab968b90 0.0000000000 0.025615490
#> SAMcf018fee2acd 0.0064718938 0.063519295
#> SAMcc4675f394a1 0.0000000000 0.327460750
#> SAM49f9b2e57aa5 0.0005252674 0.003430617
#> SAM2e7aa8fa0ab3 0.0031102499 0.034154620
#> DWLS_LM22_Neutrophils DWLS_TIL10_Neutrophils
#> SAM7f0d9cc7f001 0.017953990 0.2268184
#> SAM4305ab968b90 0.000000000 0.6711649
#> SAMcf018fee2acd 0.000000000 0.1050548
#> SAMcc4675f394a1 0.005787715 0.5174490
#> SAM49f9b2e57aa5 0.000000000 0.4956176
#> SAM2e7aa8fa0ab3 0.000000000 0.3404508
#> CBSX_BPRNACan_Neutrophils CBSX_BPRNACan3DProMet_Neutrophils
#> SAM7f0d9cc7f001 0 2.830190e-03
#> SAM4305ab968b90 0 0.000000e+00
#> SAMcf018fee2acd 0 5.673961e-04
#> SAMcc4675f394a1 0 0.000000e+00
#> SAM49f9b2e57aa5 0 0.000000e+00
#> SAM2e7aa8fa0ab3 0 3.362699e-05
#> CBSX_BPRNACanProMet_Neutrophils CBSX_CCLE.TIL10_Neutrophils
#> SAM7f0d9cc7f001 0.0034759832 0.07693861
#> SAM4305ab968b90 0.0000000000 0.01156911
#> SAMcf018fee2acd 0.0029090514 0.04515882
#> SAMcc4675f394a1 0.0000000000 0.22416840
#> SAM49f9b2e57aa5 0.0000000000 0.03846246
#> SAM2e7aa8fa0ab3 0.0004672195 0.06266863
#> CBSX_LM22_Neutrophils CBSX_TIL10_Neutrophils Quantiseq_NK.cells
#> SAM7f0d9cc7f001 0.049276161 0.1694140 0.023402440
#> SAM4305ab968b90 0.000000000 0.4677364 0.009455304
#> SAMcf018fee2acd 0.013929526 0.3065805 0.014343271
#> SAMcc4675f394a1 0.003465526 0.1465159 0.022211886
#> SAM49f9b2e57aa5 0.000000000 0.3347749 0.008001406
#> SAM2e7aa8fa0ab3 0.000000000 0.1173247 0.004232379
#> DeconRNASeq_BPRNACan_NK.cells
#> SAM7f0d9cc7f001 0.06144643
#> SAM4305ab968b90 0.07655463
#> SAMcf018fee2acd 0.06380983
#> SAMcc4675f394a1 0.06156468
#> SAM49f9b2e57aa5 0.05511556
#> SAM2e7aa8fa0ab3 0.06787318
#> DeconRNASeq_BPRNACan3DProMet_NK.cells
#> SAM7f0d9cc7f001 0.12007180
#> SAM4305ab968b90 0.12036872
#> SAMcf018fee2acd 0.11643997
#> SAMcc4675f394a1 0.08037563
#> SAM49f9b2e57aa5 0.10293768
#> SAM2e7aa8fa0ab3 0.11464557
#> DeconRNASeq_BPRNACanProMet_NK.cells
#> SAM7f0d9cc7f001 0.12810684
#> SAM4305ab968b90 0.12111534
#> SAMcf018fee2acd 0.12094385
#> SAMcc4675f394a1 0.08866026
#> SAM49f9b2e57aa5 0.10765941
#> SAM2e7aa8fa0ab3 0.12103323
#> Epidish_BPRNACanProMet_NK.cells
#> SAM7f0d9cc7f001 0.000000e+00
#> SAM4305ab968b90 0.000000e+00
#> SAMcf018fee2acd 0.000000e+00
#> SAMcc4675f394a1 0.000000e+00
#> SAM49f9b2e57aa5 0.000000e+00
#> SAM2e7aa8fa0ab3 2.186225e-05
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_NK.cells
#> SAM7f0d9cc7f001 0.07646177
#> SAM4305ab968b90 0.10189531
#> SAMcf018fee2acd 0.08797142
#> SAMcc4675f394a1 0.09019247
#> SAM49f9b2e57aa5 0.09409038
#> SAM2e7aa8fa0ab3 0.08238104
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_NK.cells
#> SAM7f0d9cc7f001 0.1698515
#> SAM4305ab968b90 0.1670864
#> SAMcf018fee2acd 0.1732648
#> SAMcc4675f394a1 0.1962110
#> SAM49f9b2e57aa5 0.1689838
#> SAM2e7aa8fa0ab3 0.1609834
#> DeconRNASeq_CCLE.TIL10_NK.cells Epidish_CCLE.TIL10_NK.cells
#> SAM7f0d9cc7f001 0.06039053 0.000000000
#> SAM4305ab968b90 0.06958601 0.000000000
#> SAMcf018fee2acd 0.04508061 0.008406046
#> SAMcc4675f394a1 0.08702270 0.000000000
#> SAM49f9b2e57aa5 0.07278632 0.000000000
#> SAM2e7aa8fa0ab3 0.06259406 0.005355673
#> DeconRNASeq_TIL10_NK.cells DWLS_BPRNACanProMet_NK.cells
#> SAM7f0d9cc7f001 0.08146503 0.000000000
#> SAM4305ab968b90 0.11359639 0.000000000
#> SAMcf018fee2acd 0.06815560 0.000000000
#> SAMcc4675f394a1 0.10601600 0.000000000
#> SAM49f9b2e57aa5 0.10146812 0.000000000
#> SAM2e7aa8fa0ab3 0.09757298 0.002299035
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_NK.cells
#> SAM7f0d9cc7f001 0.000000
#> SAM4305ab968b90 0.000000
#> SAMcf018fee2acd 0.000000
#> SAMcc4675f394a1 0.000000
#> SAM49f9b2e57aa5 0.000000
#> SAM2e7aa8fa0ab3 0.118806
#> DWLS_CCLE.TIL10_NK.cells DWLS_TIL10_NK.cells
#> SAM7f0d9cc7f001 0.016213787 0.00000000
#> SAM4305ab968b90 0.003943308 0.00000000
#> SAMcf018fee2acd 0.004384350 0.00000000
#> SAMcc4675f394a1 0.014572537 0.01486914
#> SAM49f9b2e57aa5 0.000000000 0.00000000
#> SAM2e7aa8fa0ab3 0.005850197 0.00000000
#> CBSX_BPRNACan3DProMet_NK.cells CBSX_BPRNACanProMet_NK.cells
#> SAM7f0d9cc7f001 0 0
#> SAM4305ab968b90 0 0
#> SAMcf018fee2acd 0 0
#> SAMcc4675f394a1 0 0
#> SAM49f9b2e57aa5 0 0
#> SAM2e7aa8fa0ab3 0 0
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_NK.cells
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.02834543
#> CBSX_CCLE.TIL10_NK.cells CBSX_TIL10_NK.cells
#> SAM7f0d9cc7f001 0.001005566 0.00000000
#> SAM4305ab968b90 0.012055057 0.11135636
#> SAMcf018fee2acd 0.000000000 0.00000000
#> SAMcc4675f394a1 0.014650806 0.01383836
#> SAM49f9b2e57aa5 0.008039773 0.00000000
#> SAM2e7aa8fa0ab3 0.019321361 0.02421114
#> DeconRNASeq_LM22_NK.activated Epidish_LM22_NK.activated
#> SAM7f0d9cc7f001 0.000000000 0.00000000
#> SAM4305ab968b90 0.007719701 0.02541734
#> SAMcf018fee2acd 0.000000000 0.02377531
#> SAMcc4675f394a1 0.000000000 0.00000000
#> SAM49f9b2e57aa5 0.000000000 0.00000000
#> SAM2e7aa8fa0ab3 0.012069870 0.08524576
#> DWLS_LM22_NK.activated CBSX_LM22_NK.activated
#> SAM7f0d9cc7f001 0.00000000 0.00000000
#> SAM4305ab968b90 0.00000000 0.00000000
#> SAMcf018fee2acd 0.03823334 0.01134565
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.00000000 0.00456191
#> SAM2e7aa8fa0ab3 0.16046831 0.06897311
#> DeconRNASeq_LM22_NK.resting Epidish_LM22_NK.resting
#> SAM7f0d9cc7f001 0.000000000 0.028704844
#> SAM4305ab968b90 0.067962353 0.004255925
#> SAMcf018fee2acd 0.000000000 0.000000000
#> SAMcc4675f394a1 0.026058312 0.028160832
#> SAM49f9b2e57aa5 0.004815376 0.037073355
#> SAM2e7aa8fa0ab3 0.027179316 0.000000000
#> DWLS_LM22_NK.resting CBSX_LM22_NK.resting
#> SAM7f0d9cc7f001 0.04326824 0.021881310
#> SAM4305ab968b90 0.08623066 0.053953442
#> SAMcf018fee2acd 0.00000000 0.003610059
#> SAMcc4675f394a1 0.07672307 0.055432805
#> SAM49f9b2e57aa5 0.02530973 0.000000000
#> SAM2e7aa8fa0ab3 0.00000000 0.000000000
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_NKT.cells
#> SAM7f0d9cc7f001 0.1332183
#> SAM4305ab968b90 0.1410772
#> SAMcf018fee2acd 0.1134181
#> SAMcc4675f394a1 0.1362632
#> SAM49f9b2e57aa5 0.1496804
#> SAM2e7aa8fa0ab3 0.1424695
#> Epidish_CBSX.NSCLC.PBMCs.scRNAseq_NKT.cells
#> SAM7f0d9cc7f001 0.06177058
#> SAM4305ab968b90 0.20596451
#> SAMcf018fee2acd 0.10081728
#> SAMcc4675f394a1 0.16370762
#> SAM49f9b2e57aa5 0.18693083
#> SAM2e7aa8fa0ab3 0.05430822
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_NKT.cells
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.01431857
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_NKT.cells
#> SAM7f0d9cc7f001 0.007907787
#> SAM4305ab968b90 0.089818755
#> SAMcf018fee2acd 0.053735788
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> DeconRNASeq_BPRNACan_CD4.cells Epidish_BPRNACan_CD4.cells
#> SAM7f0d9cc7f001 0.003057217 0.003650957
#> SAM4305ab968b90 0.018579064 0.000000000
#> SAMcf018fee2acd 0.001964087 0.000000000
#> SAMcc4675f394a1 0.000000000 0.000000000
#> SAM49f9b2e57aa5 0.002453176 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000 0.000000000
#> Epidish_BPRNACan3DProMet_CD4.cells
#> SAM7f0d9cc7f001 0.013332870
#> SAM4305ab968b90 0.005266562
#> SAMcf018fee2acd 0.006890017
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.002809990
#> DeconRNASeq_BPRNACanProMet_CD4.cells
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.001330704
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> Epidish_BPRNACanProMet_CD4.cells
#> SAM7f0d9cc7f001 0.023645622
#> SAM4305ab968b90 0.007360001
#> SAMcf018fee2acd 0.013732907
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.003251246
#> SAM2e7aa8fa0ab3 0.006466450
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.018937852
#> SAM4305ab968b90 0.001325428
#> SAMcf018fee2acd 0.015426364
#> SAMcc4675f394a1 0.007805199
#> SAM49f9b2e57aa5 0.027677685
#> SAM2e7aa8fa0ab3 0.008138801
#> Epidish_CBSX.HNSCC.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.18856633
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.19511491
#> SAMcc4675f394a1 0.07285318
#> SAM49f9b2e57aa5 0.20176915
#> SAM2e7aa8fa0ab3 0.07050168
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.07161836
#> SAM4305ab968b90 0.07890048
#> SAMcf018fee2acd 0.07567607
#> SAMcc4675f394a1 0.07173726
#> SAM49f9b2e57aa5 0.07369131
#> SAM2e7aa8fa0ab3 0.05237417
#> Epidish_CBSX.Melanoma.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.19627107
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.12477645
#> SAMcc4675f394a1 0.03003806
#> SAM49f9b2e57aa5 0.11241055
#> SAM2e7aa8fa0ab3 0.06119466
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.05621776
#> SAM4305ab968b90 0.02891655
#> SAMcf018fee2acd 0.02692121
#> SAMcc4675f394a1 0.04720163
#> SAM49f9b2e57aa5 0.03983019
#> SAM2e7aa8fa0ab3 0.01179213
#> Epidish_CBSX.NSCLC.PBMCs.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> Epidish_CCLE.TIL10_CD4.cells DWLS_BPRNACan_CD4.cells
#> SAM7f0d9cc7f001 0.00000000 0.0006493082
#> SAM4305ab968b90 0.00000000 0.0000000000
#> SAMcf018fee2acd 0.00000000 0.0000000000
#> SAMcc4675f394a1 0.03983314 0.0000000000
#> SAM49f9b2e57aa5 0.00000000 0.0000000000
#> SAM2e7aa8fa0ab3 0.02531609 0.0000000000
#> DWLS_BPRNACan3DProMet_CD4.cells DWLS_BPRNACanProMet_CD4.cells
#> SAM7f0d9cc7f001 0.03194948 0.05612062
#> SAM4305ab968b90 0.01736014 0.02382326
#> SAMcf018fee2acd 0.01626107 0.02288326
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.01458711 0.02040018
#> SAM2e7aa8fa0ab3 0.01071577 0.01443047
#> DWLS_CBSX.HNSCC.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.12309554
#> SAM4305ab968b90 0.02417588
#> SAMcf018fee2acd 0.09125760
#> SAMcc4675f394a1 0.02075301
#> SAM49f9b2e57aa5 0.06694491
#> SAM2e7aa8fa0ab3 0.03051627
#> DWLS_CBSX.Melanoma.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.109387085
#> SAM4305ab968b90 0.002447217
#> SAMcf018fee2acd 0.065654212
#> SAMcc4675f394a1 0.013965738
#> SAM49f9b2e57aa5 0.090387826
#> SAM2e7aa8fa0ab3 0.037474898
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DWLS_CCLE.TIL10_CD4.cells CBSX_BPRNACan_CD4.cells
#> SAM7f0d9cc7f001 0.000000000 0
#> SAM4305ab968b90 0.000000000 0
#> SAMcf018fee2acd 0.009505097 0
#> SAMcc4675f394a1 0.010039945 0
#> SAM49f9b2e57aa5 0.000000000 0
#> SAM2e7aa8fa0ab3 0.002622014 0
#> CBSX_BPRNACan3DProMet_CD4.cells CBSX_BPRNACanProMet_CD4.cells
#> SAM7f0d9cc7f001 0.0018777797 0.026943059
#> SAM4305ab968b90 0.0006551909 0.002506110
#> SAMcf018fee2acd 0.0054072782 0.011139287
#> SAMcc4675f394a1 0.0000000000 0.000000000
#> SAM49f9b2e57aa5 0.0055903807 0.004661851
#> SAM2e7aa8fa0ab3 0.0035452284 0.004641277
#> CBSX_CBSX.HNSCC.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.18051700
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.20246252
#> SAMcc4675f394a1 0.06190600
#> SAM49f9b2e57aa5 0.15741680
#> SAM2e7aa8fa0ab3 0.07273624
#> CBSX_CBSX.Melanoma.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.21282252
#> SAM4305ab968b90 0.01264318
#> SAMcf018fee2acd 0.13022434
#> SAMcc4675f394a1 0.03037305
#> SAM49f9b2e57aa5 0.18728766
#> SAM2e7aa8fa0ab3 0.07033139
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_CD4.cells
#> SAM7f0d9cc7f001 0.20260414
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.07840351
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_CCLE.TIL10_CD4.cells CBSX_TIL10_CD4.cells
#> SAM7f0d9cc7f001 0.0008987954 0.00000000
#> SAM4305ab968b90 0.0000000000 0.06647772
#> SAMcf018fee2acd 0.0000000000 0.00000000
#> SAMcc4675f394a1 0.0243766783 0.00000000
#> SAM49f9b2e57aa5 0.0011199587 0.00000000
#> SAM2e7aa8fa0ab3 0.0000000000 0.00000000
#> DeconRNASeq_LM22_T.cells.CD4.memory.activated
#> SAM7f0d9cc7f001 0.003638885
#> SAM4305ab968b90 0.022400879
#> SAMcf018fee2acd 0.031123098
#> SAMcc4675f394a1 0.032888149
#> SAM49f9b2e57aa5 0.045319678
#> SAM2e7aa8fa0ab3 0.042038973
#> Epidish_LM22_T.cells.CD4.memory.activated
#> SAM7f0d9cc7f001 0.061159306
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.015159780
#> SAMcc4675f394a1 0.001494555
#> SAM49f9b2e57aa5 0.033500669
#> SAM2e7aa8fa0ab3 0.012756696
#> DWLS_LM22_T.cells.CD4.memory.activated
#> SAM7f0d9cc7f001 0.049708667
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.001914541
#> SAM49f9b2e57aa5 0.026067301
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_LM22_T.cells.CD4.memory.activated
#> SAM7f0d9cc7f001 0.03321858
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.01108448
#> SAMcc4675f394a1 0.00257027
#> SAM49f9b2e57aa5 0.03585677
#> SAM2e7aa8fa0ab3 0.00000000
#> DeconRNASeq_LM22_T.cells.CD4.memory.resting
#> SAM7f0d9cc7f001 0.19901562
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.13048023
#> SAMcc4675f394a1 0.03667965
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.04238739
#> Epidish_LM22_T.cells.CD4.memory.resting
#> SAM7f0d9cc7f001 0.3817369
#> SAM4305ab968b90 0.3364124
#> SAMcf018fee2acd 0.5144529
#> SAMcc4675f394a1 0.3787908
#> SAM49f9b2e57aa5 0.2697398
#> SAM2e7aa8fa0ab3 0.4639731
#> DWLS_LM22_T.cells.CD4.memory.resting
#> SAM7f0d9cc7f001 0.3429360
#> SAM4305ab968b90 0.2940950
#> SAMcf018fee2acd 0.4908357
#> SAMcc4675f394a1 0.2729609
#> SAM49f9b2e57aa5 0.2497449
#> SAM2e7aa8fa0ab3 0.3464909
#> CBSX_LM22_T.cells.CD4.memory.resting DeconRNASeq_LM22_CD4.naive
#> SAM7f0d9cc7f001 0.3301782 0.14123191
#> SAM4305ab968b90 0.3712513 0.01951152
#> SAMcf018fee2acd 0.4472554 0.08789033
#> SAMcc4675f394a1 0.3222343 0.12080160
#> SAM49f9b2e57aa5 0.2277957 0.15906024
#> SAM2e7aa8fa0ab3 0.4196218 0.06201114
#> Epidish_LM22_CD4.naive DWLS_LM22_CD4.naive CBSX_LM22_CD4.naive
#> SAM7f0d9cc7f001 0.08164175 0.05377599 0.07321164
#> SAM4305ab968b90 0.12645151 0.01549952 0.00000000
#> SAMcf018fee2acd 0.00000000 0.00000000 0.00000000
#> SAMcc4675f394a1 0.09828073 0.11124875 0.12248357
#> SAM49f9b2e57aa5 0.29919921 0.28307714 0.28897170
#> SAM2e7aa8fa0ab3 0.00000000 0.00000000 0.13066508
#> Quantiseq_T.cells.non.regulatory Quantiseq_CD8.cells
#> SAM7f0d9cc7f001 0.01070804 0.0045958589
#> SAM4305ab968b90 0.00000000 0.0000000000
#> SAMcf018fee2acd 0.00000000 0.0004544755
#> SAMcc4675f394a1 0.00000000 0.0000000000
#> SAM49f9b2e57aa5 0.00000000 0.0000000000
#> SAM2e7aa8fa0ab3 0.00000000 0.0006722600
#> DeconRNASeq_BPRNACan_CD8.cells Epidish_BPRNACan_CD8.cells
#> SAM7f0d9cc7f001 0.08209232 0.000895226
#> SAM4305ab968b90 0.06343498 0.000000000
#> SAMcf018fee2acd 0.07661078 0.000000000
#> SAMcc4675f394a1 0.03312227 0.000000000
#> SAM49f9b2e57aa5 0.07276147 0.000000000
#> SAM2e7aa8fa0ab3 0.06940845 0.000000000
#> Epidish_BPRNACan3DProMet_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> Epidish_BPRNACanProMet_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0.07960389
#> SAM4305ab968b90 0.10168528
#> SAMcf018fee2acd 0.06366972
#> SAMcc4675f394a1 0.09252541
#> SAM49f9b2e57aa5 0.05292514
#> SAM2e7aa8fa0ab3 0.07855027
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0.0000000000
#> SAM4305ab968b90 0.0000000000
#> SAMcf018fee2acd 0.0000000000
#> SAMcc4675f394a1 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000
#> SAM2e7aa8fa0ab3 0.0005763765
#> Epidish_CBSX.Melanoma.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DeconRNASeq_CBSX.NSCLC.PBMCs.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.007412034
#> SAMcc4675f394a1 0.003990898
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> Epidish_CBSX.NSCLC.PBMCs.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DeconRNASeq_CCLE.TIL10_CD8.cells Epidish_CCLE.TIL10_CD8.cells
#> SAM7f0d9cc7f001 0.04185382 0
#> SAM4305ab968b90 0.05555173 0
#> SAMcf018fee2acd 0.03690628 0
#> SAMcc4675f394a1 0.07516815 0
#> SAM49f9b2e57aa5 0.06321497 0
#> SAM2e7aa8fa0ab3 0.05696032 0
#> Epidish_LM22_CD8.cells DeconRNASeq_TIL10_CD8.cells
#> SAM7f0d9cc7f001 0.0000000 0.06136648
#> SAM4305ab968b90 0.0000000 0.08284880
#> SAMcf018fee2acd 0.0000000 0.06343736
#> SAMcc4675f394a1 0.0000000 0.09104802
#> SAM49f9b2e57aa5 0.0000000 0.08793396
#> SAM2e7aa8fa0ab3 0.0575324 0.08259947
#> DWLS_BPRNACan_CD8.cells DWLS_BPRNACan3DProMet_CD8.cells
#> SAM7f0d9cc7f001 0.001863238 0
#> SAM4305ab968b90 0.000000000 0
#> SAMcf018fee2acd 0.000000000 0
#> SAMcc4675f394a1 0.000000000 0
#> SAM49f9b2e57aa5 0.000000000 0
#> SAM2e7aa8fa0ab3 0.000000000 0
#> DWLS_BPRNACanProMet_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DWLS_CBSX.NSCLC.PBMCs.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0.05544086
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.01620067
#> SAMcc4675f394a1 0.11879017
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.05032011
#> DWLS_CCLE.TIL10_CD8.cells DWLS_LM22_CD8.cells
#> SAM7f0d9cc7f001 0.000000000 0.00000000
#> SAM4305ab968b90 0.002136290 0.00000000
#> SAMcf018fee2acd 0.000000000 0.00000000
#> SAMcc4675f394a1 0.000000000 0.00000000
#> SAM49f9b2e57aa5 0.000000000 0.00000000
#> SAM2e7aa8fa0ab3 0.003448304 0.04009268
#> DWLS_TIL10_CD8.cells CBSX_BPRNACan_CD8.cells
#> SAM7f0d9cc7f001 0 0.000000000
#> SAM4305ab968b90 0 0.000000000
#> SAMcf018fee2acd 0 0.000000000
#> SAMcc4675f394a1 0 0.000000000
#> SAM49f9b2e57aa5 0 0.000000000
#> SAM2e7aa8fa0ab3 0 0.000308469
#> CBSX_BPRNACan3DProMet_CD8.cells CBSX_BPRNACanProMet_CD8.cells
#> SAM7f0d9cc7f001 0.0000000000 0.0000000000
#> SAM4305ab968b90 0.0000000000 0.0000000000
#> SAMcf018fee2acd 0.0000000000 0.0000000000
#> SAMcc4675f394a1 0.0000000000 0.0000000000
#> SAM49f9b2e57aa5 0.0000000000 0.0000000000
#> SAM2e7aa8fa0ab3 0.0004154687 0.0004624965
#> CBSX_CBSX.Melanoma.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> CBSX_CBSX.NSCLC.PBMCs.scRNAseq_CD8.cells
#> SAM7f0d9cc7f001 0.0000000
#> SAM4305ab968b90 0.0000000
#> SAMcf018fee2acd 0.0000000
#> SAMcc4675f394a1 0.2018982
#> SAM49f9b2e57aa5 0.1279815
#> SAM2e7aa8fa0ab3 0.3302735
#> CBSX_CCLE.TIL10_CD8.cells CBSX_LM22_CD8.cells
#> SAM7f0d9cc7f001 0.004254491 0.002472256
#> SAM4305ab968b90 0.011980175 0.045316751
#> SAMcf018fee2acd 0.000000000 0.022777108
#> SAMcc4675f394a1 0.000000000 0.000000000
#> SAM49f9b2e57aa5 0.005044944 0.000000000
#> SAM2e7aa8fa0ab3 0.014647198 0.000000000
#> CBSX_TIL10_CD8.cells Quantiseq_T.cells.regulatory
#> SAM7f0d9cc7f001 0.000000000 0.0306341266
#> SAM4305ab968b90 0.000000000 0.0005524799
#> SAMcf018fee2acd 0.005414829 0.0207888231
#> SAMcc4675f394a1 0.013444783 0.0031793914
#> SAM49f9b2e57aa5 0.000000000 0.0069047073
#> SAM2e7aa8fa0ab3 0.013248499 0.0035831130
#> DeconRNASeq_CCLE.TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.07432659
#> SAM4305ab968b90 0.13539643
#> SAMcf018fee2acd 0.08093144
#> SAMcc4675f394a1 0.09234658
#> SAM49f9b2e57aa5 0.13745610
#> SAM2e7aa8fa0ab3 0.06349765
#> Epidish_CCLE.TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.11787406
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.03816677
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> DeconRNASeq_LM22_T.cells.regulatory
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.01965499
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.03093711
#> DeconRNASeq_TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.09543620
#> SAM4305ab968b90 0.22004605
#> SAMcf018fee2acd 0.10192160
#> SAMcc4675f394a1 0.12277655
#> SAM49f9b2e57aa5 0.22437386
#> SAM2e7aa8fa0ab3 0.09710142
#> Epidish_TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.18435922
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.05413665
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> DWLS_CCLE.TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.076107348
#> SAM4305ab968b90 0.004083009
#> SAMcf018fee2acd 0.011114057
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.002709457
#> SAM2e7aa8fa0ab3 0.009790098
#> DWLS_TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.197452686
#> SAM4305ab968b90 0.005405410
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.003129678
#> SAM2e7aa8fa0ab3 0.026857389
#> CBSX_CCLE.TIL10_T.cells.regulatory
#> SAM7f0d9cc7f001 0.11621395
#> SAM4305ab968b90 0.02223830
#> SAMcf018fee2acd 0.02008606
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.01823494
#> SAM2e7aa8fa0ab3 0.05007006
#> CBSX_TIL10_T.cells.regulatory DeconRNASeq_LM22_T.cells.helper
#> SAM7f0d9cc7f001 0.29676592 0.00000000
#> SAM4305ab968b90 0.01941780 0.08389950
#> SAMcf018fee2acd 0.15566100 0.00000000
#> SAMcc4675f394a1 0.09570463 0.00000000
#> SAM49f9b2e57aa5 0.23503255 0.06256773
#> SAM2e7aa8fa0ab3 0.12162845 0.01772861
#> Epidish_LM22_T.cells.helper DWLS_LM22_T.cells.helper
#> SAM7f0d9cc7f001 0.000000000 0.04044449
#> SAM4305ab968b90 0.000000000 0.00000000
#> SAMcf018fee2acd 0.004625797 0.00000000
#> SAMcc4675f394a1 0.000000000 0.00000000
#> SAM49f9b2e57aa5 0.000000000 0.00000000
#> SAM2e7aa8fa0ab3 0.000000000 0.00000000
#> CBSX_LM22_T.cells.helper DWLS_LM22_T.cells.gamma.delta
#> SAM7f0d9cc7f001 0.0257797309 0
#> SAM4305ab968b90 0.0000000000 0
#> SAMcf018fee2acd 0.0055103787 0
#> SAMcc4675f394a1 0.0000000000 0
#> SAM49f9b2e57aa5 0.0000000000 0
#> SAM2e7aa8fa0ab3 0.0009856267 0
#> CBSX_LM22_T.cells.gamma.delta
#> SAM7f0d9cc7f001 0
#> SAM4305ab968b90 0
#> SAMcf018fee2acd 0
#> SAMcc4675f394a1 0
#> SAM49f9b2e57aa5 0
#> SAM2e7aa8fa0ab3 0
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_Dendritic.cells
#> SAM7f0d9cc7f001 0.03098842
#> SAM4305ab968b90 0.06184732
#> SAMcf018fee2acd 0.03090844
#> SAMcc4675f394a1 0.04358986
#> SAM49f9b2e57aa5 0.03755790
#> SAM2e7aa8fa0ab3 0.03557088
#> Epidish_CBSX.HNSCC.scRNAseq_Dendritic.cells
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.205111049
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.001964013
#> SAM2e7aa8fa0ab3 0.000000000
#> DWLS_CBSX.HNSCC.scRNAseq_Dendritic.cells
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.06816785
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_CBSX.HNSCC.scRNAseq_Dendritic.cells
#> SAM7f0d9cc7f001 0.003888387
#> SAM4305ab968b90 0.018280685
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_CCLE.TIL10_Dendritic.cells CBSX_TIL10_Dendritic.cells
#> SAM7f0d9cc7f001 0.000000000 0.0000000
#> SAM4305ab968b90 0.003450972 0.0000000
#> SAMcf018fee2acd 0.000000000 0.0000000
#> SAMcc4675f394a1 0.000000000 0.0000000
#> SAM49f9b2e57aa5 0.028650577 0.0000000
#> SAM2e7aa8fa0ab3 0.084414737 0.3097536
#> DeconRNASeq_LM22_Dendritic.activated.cells
#> SAM7f0d9cc7f001 0.14291924
#> SAM4305ab968b90 0.03484681
#> SAMcf018fee2acd 0.15924029
#> SAMcc4675f394a1 0.07216657
#> SAM49f9b2e57aa5 0.02537457
#> SAM2e7aa8fa0ab3 0.06215558
#> Epidish_LM22_Dendritic.activated.cells
#> SAM7f0d9cc7f001 0.05198053
#> SAM4305ab968b90 0.02567112
#> SAMcf018fee2acd 0.05336905
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.01638979
#> DWLS_LM22_Dendritic.activated.cells
#> SAM7f0d9cc7f001 0.04317965
#> SAM4305ab968b90 0.03817598
#> SAMcf018fee2acd 0.08194612
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_LM22_Dendritic.activated.cells
#> SAM7f0d9cc7f001 0.05420664
#> SAM4305ab968b90 0.02904857
#> SAMcf018fee2acd 0.06226579
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> DeconRNASeq_LM22_Dendritic.resting.cells
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.05032054
#> SAMcf018fee2acd 0.04132734
#> SAMcc4675f394a1 0.05472260
#> SAM49f9b2e57aa5 0.04213175
#> SAM2e7aa8fa0ab3 0.04742901
#> Epidish_LM22_Dendritic.resting.cells
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.02109297
#> SAM2e7aa8fa0ab3 0.00000000
#> DWLS_LM22_Dendritic.resting.cells
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.006260851
#> SAM49f9b2e57aa5 0.018817858
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_LM22_Dendritic.resting.cells DeconRNASeq_BPRNACan_Cancer
#> SAM7f0d9cc7f001 0.000000000 0.3059931
#> SAM4305ab968b90 0.002626360 0.2767090
#> SAMcf018fee2acd 0.000000000 0.3033619
#> SAMcc4675f394a1 0.006812696 0.3520030
#> SAM49f9b2e57aa5 0.041687314 0.3699590
#> SAM2e7aa8fa0ab3 0.000000000 0.3378976
#> Epidish_BPRNACan_Cancer DeconRNASeq_BPRNACan3DProMet_Cancer
#> SAM7f0d9cc7f001 0.9513531 0.3432444
#> SAM4305ab968b90 0.9984365 0.3438531
#> SAMcf018fee2acd 0.9667237 0.3434869
#> SAMcc4675f394a1 0.9812024 0.3971800
#> SAM49f9b2e57aa5 0.9752569 0.4203250
#> SAM2e7aa8fa0ab3 0.9920394 0.3790123
#> Epidish_BPRNACan3DProMet_Cancer
#> SAM7f0d9cc7f001 0.9186487
#> SAM4305ab968b90 0.9853012
#> SAMcf018fee2acd 0.9387111
#> SAMcc4675f394a1 0.9840882
#> SAM49f9b2e57aa5 0.9673883
#> SAM2e7aa8fa0ab3 0.9803108
#> DeconRNASeq_BPRNACanProMet_Cancer Epidish_BPRNACanProMet_Cancer
#> SAM7f0d9cc7f001 0.3372927 0.9047534
#> SAM4305ab968b90 0.3537270 0.9772189
#> SAMcf018fee2acd 0.3462708 0.9377217
#> SAMcc4675f394a1 0.3917737 0.9885758
#> SAM49f9b2e57aa5 0.4189307 0.9601011
#> SAM2e7aa8fa0ab3 0.3796146 0.9774511
#> DeconRNASeq_CCLE.TIL10_Cancer Epidish_CCLE.TIL10_Cancer
#> SAM7f0d9cc7f001 0.2167606 0.5019307
#> SAM4305ab968b90 0.3985716 0.9480897
#> SAMcf018fee2acd 0.2460674 0.4927802
#> SAMcc4675f394a1 0.1399672 0.5582725
#> SAM49f9b2e57aa5 0.3487272 0.9184998
#> SAM2e7aa8fa0ab3 0.2942781 0.8203985
#> DWLS_BPRNACan_Cancer DWLS_BPRNACan3DProMet_Cancer
#> SAM7f0d9cc7f001 0.9462952 0.8432090
#> SAM4305ab968b90 0.9973976 0.9741055
#> SAMcf018fee2acd 0.9506701 0.8930516
#> SAMcc4675f394a1 0.9647451 0.9599336
#> SAM49f9b2e57aa5 0.9730935 0.9325462
#> SAM2e7aa8fa0ab3 0.9857419 0.9576275
#> DWLS_BPRNACanProMet_Cancer DWLS_CCLE.TIL10_Cancer
#> SAM7f0d9cc7f001 0.8091341 0.4962317
#> SAM4305ab968b90 0.9469772 0.9508327
#> SAMcf018fee2acd 0.8988551 0.5585735
#> SAMcc4675f394a1 0.9762976 0.5185118
#> SAM49f9b2e57aa5 0.9273610 0.9644051
#> SAM2e7aa8fa0ab3 0.9546780 0.8422640
#> CBSX_BPRNACan_Cancer CBSX_BPRNACan3DProMet_Cancer
#> SAM7f0d9cc7f001 0.9551752 0.9233187
#> SAM4305ab968b90 0.9996051 0.9973471
#> SAMcf018fee2acd 0.9774508 0.9533990
#> SAMcc4675f394a1 0.9855377 0.9890123
#> SAM49f9b2e57aa5 0.9840956 0.9671010
#> SAM2e7aa8fa0ab3 0.9968835 0.9898881
#> CBSX_BPRNACanProMet_Cancer CBSX_CCLE.TIL10_Cancer
#> SAM7f0d9cc7f001 0.9002010 0.5028225
#> SAM4305ab968b90 0.9912475 0.9088300
#> SAMcf018fee2acd 0.9560041 0.4595524
#> SAMcc4675f394a1 0.9930072 0.6211472
#> SAM49f9b2e57aa5 0.9620056 0.8530828
#> SAM2e7aa8fa0ab3 0.9903390 0.6264410
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.1121599
#> SAM4305ab968b90 0.2399226
#> SAMcf018fee2acd 0.1567460
#> SAMcc4675f394a1 0.1449843
#> SAM49f9b2e57aa5 0.1719949
#> SAM2e7aa8fa0ab3 0.1355759
#> Epidish_CBSX.HNSCC.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.629830569
#> SAMcf018fee2acd 0.036514262
#> SAMcc4675f394a1 0.008416453
#> SAM49f9b2e57aa5 0.072516163
#> SAM2e7aa8fa0ab3 0.074335069
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.1044827
#> SAM4305ab968b90 0.1719294
#> SAMcf018fee2acd 0.1512741
#> SAMcc4675f394a1 0.1288809
#> SAM49f9b2e57aa5 0.1575740
#> SAM2e7aa8fa0ab3 0.1061901
#> Epidish_CBSX.Melanoma.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.01205854
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> DWLS_CBSX.HNSCC.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.00000000
#> SAM4305ab968b90 0.82969901
#> SAMcf018fee2acd 0.04881382
#> SAMcc4675f394a1 0.00000000
#> SAM49f9b2e57aa5 0.09358478
#> SAM2e7aa8fa0ab3 0.06952298
#> DWLS_CBSX.Melanoma.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.001511533
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_CBSX.HNSCC.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.429162390
#> SAMcf018fee2acd 0.013959496
#> SAMcc4675f394a1 0.008788338
#> SAM49f9b2e57aa5 0.127286496
#> SAM2e7aa8fa0ab3 0.086123346
#> CBSX_CBSX.Melanoma.scRNAseq_Cancer
#> SAM7f0d9cc7f001 0.000000000
#> SAM4305ab968b90 0.003176567
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.004778485
#> SAM2e7aa8fa0ab3 0.000000000
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.07009230
#> SAM4305ab968b90 0.08571589
#> SAMcf018fee2acd 0.09206739
#> SAMcc4675f394a1 0.06705171
#> SAM49f9b2e57aa5 0.07321845
#> SAM2e7aa8fa0ab3 0.05167305
#> Epidish_CBSX.HNSCC.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.054809711
#> SAM4305ab968b90 0.014585068
#> SAMcf018fee2acd 0.055019079
#> SAMcc4675f394a1 0.007124352
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.1247419
#> SAM4305ab968b90 0.1847182
#> SAMcf018fee2acd 0.1672997
#> SAMcc4675f394a1 0.2070710
#> SAM49f9b2e57aa5 0.1639431
#> SAM2e7aa8fa0ab3 0.1168617
#> Epidish_CBSX.Melanoma.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.023242689
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.040308180
#> SAMcc4675f394a1 0.051210106
#> SAM49f9b2e57aa5 0.003342393
#> SAM2e7aa8fa0ab3 0.001146507
#> DWLS_CBSX.HNSCC.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.04775027
#> SAM4305ab968b90 0.02591334
#> SAMcf018fee2acd 0.05412059
#> SAMcc4675f394a1 0.02952635
#> SAM49f9b2e57aa5 0.03380707
#> SAM2e7aa8fa0ab3 0.00000000
#> DWLS_CBSX.Melanoma.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.010145101
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.054395953
#> SAMcc4675f394a1 0.021664262
#> SAM49f9b2e57aa5 0.001982544
#> SAM2e7aa8fa0ab3 0.000000000
#> CBSX_CBSX.HNSCC.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.05828204
#> SAM4305ab968b90 0.27001372
#> SAMcf018fee2acd 0.06006527
#> SAMcc4675f394a1 0.01745065
#> SAM49f9b2e57aa5 0.00000000
#> SAM2e7aa8fa0ab3 0.00000000
#> CBSX_CBSX.Melanoma.scRNAseq_Endothelial
#> SAM7f0d9cc7f001 0.03347226
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.05441364
#> SAMcc4675f394a1 0.05776272
#> SAM49f9b2e57aa5 0.00620126
#> SAM2e7aa8fa0ab3 0.00000000
#> DeconRNASeq_LM22_Eosinophils DWLS_LM22_Eosinophils
#> SAM7f0d9cc7f001 0.012325953 0.007998892
#> SAM4305ab968b90 0.042706117 0.003829277
#> SAMcf018fee2acd 0.010125537 0.001767786
#> SAMcc4675f394a1 0.000000000 0.000000000
#> SAM49f9b2e57aa5 0.009065499 0.000000000
#> SAM2e7aa8fa0ab3 0.050881064 0.000000000
#> CBSX_LM22_Eosinophils DeconRNASeq_LM22_Plasma.cells
#> SAM7f0d9cc7f001 0.00000000 0.00000000
#> SAM4305ab968b90 0.00000000 0.14134690
#> SAMcf018fee2acd 0.00000000 0.08097855
#> SAMcc4675f394a1 0.00000000 0.08027983
#> SAM49f9b2e57aa5 0.00000000 0.06970544
#> SAM2e7aa8fa0ab3 0.01835881 0.09440011
#> Epidish_LM22_Plasma.cells DWLS_LM22_Plasma.cells
#> SAM7f0d9cc7f001 0.000000000 0.00000000
#> SAM4305ab968b90 0.019221425 0.01920268
#> SAMcf018fee2acd 0.000000000 0.00000000
#> SAMcc4675f394a1 0.006529829 0.01028627
#> SAM49f9b2e57aa5 0.000000000 0.00000000
#> SAM2e7aa8fa0ab3 0.024790468 0.03428100
#> CBSX_LM22_Plasma.cells DeconRNASeq_CBSX.HNSCC.scRNAseq_Myocytes
#> SAM7f0d9cc7f001 0.000000000 0.11642166
#> SAM4305ab968b90 0.015268182 0.11759367
#> SAMcf018fee2acd 0.000000000 0.09656803
#> SAMcc4675f394a1 0.007459067 0.12970883
#> SAM49f9b2e57aa5 0.024239223 0.09762623
#> SAM2e7aa8fa0ab3 0.014991613 0.10932117
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_Mast.cells
#> SAM7f0d9cc7f001 0.1136651
#> SAM4305ab968b90 0.1224298
#> SAMcf018fee2acd 0.1089920
#> SAMcc4675f394a1 0.1302096
#> SAM49f9b2e57aa5 0.1089771
#> SAM2e7aa8fa0ab3 0.1153096
#> DeconRNASeq_LM22_Mast.activated.cells
#> SAM7f0d9cc7f001 0.008180541
#> SAM4305ab968b90 0.000000000
#> SAMcf018fee2acd 0.000000000
#> SAMcc4675f394a1 0.000000000
#> SAM49f9b2e57aa5 0.000000000
#> SAM2e7aa8fa0ab3 0.000000000
#> Epidish_LM22_Mast.activated.cells
#> SAM7f0d9cc7f001 0.02212100
#> SAM4305ab968b90 0.00000000
#> SAMcf018fee2acd 0.00000000
#> SAMcc4675f394a1 0.01155209
#> SAM49f9b2e57aa5 0.01996695
#> SAM2e7aa8fa0ab3 0.01519610
#> DWLS_LM22_Mast.activated.cells CBSX_LM22_Mast.activated.cells
#> SAM7f0d9cc7f001 0.02354786 0.02267745
#> SAM4305ab968b90 0.00000000 0.00000000
#> SAMcf018fee2acd 0.00000000 0.01022264
#> SAMcc4675f394a1 0.00000000 0.00000000
#> SAM49f9b2e57aa5 0.00000000 0.00000000
#> SAM2e7aa8fa0ab3 0.03914789 0.02263764
#> DeconRNASeq_LM22_Mast.resting.cells
#> SAM7f0d9cc7f001 0.12025398
#> SAM4305ab968b90 0.12908198
#> SAMcf018fee2acd 0.09071866
#> SAMcc4675f394a1 0.11095915
#> SAM49f9b2e57aa5 0.10307726
#> SAM2e7aa8fa0ab3 0.10231399
#> Epidish_LM22_Mast.resting.cells DWLS_LM22_Mast.resting.cells
#> SAM7f0d9cc7f001 0.008803654 0.031004593
#> SAM4305ab968b90 0.000000000 0.215628974
#> SAMcf018fee2acd 0.024375930 0.011831316
#> SAMcc4675f394a1 0.001893088 0.010886169
#> SAM49f9b2e57aa5 0.000000000 0.004982798
#> SAM2e7aa8fa0ab3 0.000000000 0.000000000
#> CBSX_LM22_Mast.resting.cells
#> SAM7f0d9cc7f001 0.013992599
#> SAM4305ab968b90 0.151743664
#> SAMcf018fee2acd 0.015825208
#> SAMcc4675f394a1 0.008492642
#> SAM49f9b2e57aa5 0.050923999
#> SAM2e7aa8fa0ab3 0.000000000
#> DeconRNASeq_CBSX.HNSCC.scRNAseq_CAF
#> SAM7f0d9cc7f001 0.2859075
#> SAM4305ab968b90 0.1043279
#> SAMcf018fee2acd 0.2187169
#> SAMcc4675f394a1 0.1938040
#> SAM49f9b2e57aa5 0.1780117
#> SAM2e7aa8fa0ab3 0.2034680
#> Epidish_CBSX.HNSCC.scRNAseq_CAF
#> SAM7f0d9cc7f001 0.7101559
#> SAM4305ab968b90 0.1504733
#> SAMcf018fee2acd 0.5737636
#> SAMcc4675f394a1 0.8486565
#> SAM49f9b2e57aa5 0.5867178
#> SAM2e7aa8fa0ab3 0.5478692
#> DeconRNASeq_CBSX.Melanoma.scRNAseq_CAF
#> SAM7f0d9cc7f001 0.4362575
#> SAM4305ab968b90 0.2159553
#> SAMcf018fee2acd 0.2789918
#> SAMcc4675f394a1 0.3163672
#> SAM49f9b2e57aa5 0.2855141
#> SAM2e7aa8fa0ab3 0.4346621
#> Epidish_CBSX.Melanoma.scRNAseq_CAF DWLS_CBSX.HNSCC.scRNAseq_CAF
#> SAM7f0d9cc7f001 0.6507085 0.68018688
#> SAM4305ab968b90 0.8101822 0.05204392
#> SAMcf018fee2acd 0.6103358 0.46512483
#> SAMcc4675f394a1 0.8201997 0.87333960
#> SAM49f9b2e57aa5 0.7616690 0.39307087
#> SAM2e7aa8fa0ab3 0.8455423 0.28604556
#> DWLS_CBSX.Melanoma.scRNAseq_CAF CBSX_CBSX.HNSCC.scRNAseq_CAF
#> SAM7f0d9cc7f001 0.6002483 0.7096410
#> SAM4305ab968b90 0.6855401 0.2825432
#> SAMcf018fee2acd 0.4248323 0.5861131
#> SAMcc4675f394a1 0.7202723 0.8558917
#> SAM49f9b2e57aa5 0.6616472 0.5768449
#> SAM2e7aa8fa0ab3 0.7327018 0.5356849
#> CBSX_CBSX.Melanoma.scRNAseq_CAF Quantiseq_uncharacterized_cell
#> SAM7f0d9cc7f001 0.6441841 0.6446753
#> SAM4305ab968b90 0.8528701 0.8563205
#> SAMcf018fee2acd 0.6036892 0.6817286
#> SAMcc4675f394a1 0.8209564 0.8106984
#> SAM49f9b2e57aa5 0.6674839 0.8221434
#> SAM2e7aa8fa0ab3 0.8485564 0.6004888