Hugging Face's logo

Datasets:
junidude14
/
PBISC-data

Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
< 1K
Tags:
single-cell-rna-seq
bulk-rna-seq
diffusion
Libraries:
Datasets
pandas
Polars
Dataset card Data Studio Files
xet
 Community
1
junidude14 commited on
Commit
92a7b9f
·
verified ·
1 Parent(s): 45e27dc

Archive 4 checkpoints (1-4)

Browse files
Files changed (4) hide show
  1. paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/corpus_v2.err +0 -0
  2. paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/corpus_v2.log +52 -0
  3. paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/screen_v1.err +2 -0
  4. paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/screen_v1.log +98 -0
paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/corpus_v2.err ADDED
File without changes
paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/corpus_v2.log ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ state C1Q-high monocyte (reference) Cycling T/NK Cycling activated T (CD38/HLA-DR) Cycling monocyte (Ye 2026) Cytotoxic CD4 T DN2 / ABC B Granulocyte-like (LDG) HSPC ISG-high T ISG-high monocyte (positive control) MS1 monocyte (IL1R2+) Plasmablast (label) Plasmablast (markers) Platelet signal in monocytes (negative control) Proliferating T (label)
2
+ short
3
+ 001_A_collection_436154da-bcf1-4130-9c8b 1.72 0.00 0.84 0.90 1.13 1.20 0.52 0.06 3.82 23.13 1.41 0.16 0.88 7.51 1.19
4
+ 005_A_collection_dde06e0f-ab3b-46be-96a2 1.97 0.23 0.37 1.31 1.87 2.13 0.17 0.15 0.76 10.49 0.66 0.31 0.48 7.87 0.97
5
+ 006_A_collection_ced320a1-29f3-47c1-a735 2.41 0.09 1.17 1.77 2.22 6.00 1.72 0.01 2.01 19.82 0.92 0.00 1.11 14.01 0.21
6
+ 007_A_collection_e1a9ca56-f2ee-435d-980a 0.41 0.10 0.06 0.14 0.00 0.57 0.04 0.00 0.03 1.91 0.00 0.04 0.09 0.14 0.19
7
+ 009_A_Human_Immune_Health_Atlas_Human_Im 0.99 0.31 0.95 1.22 1.19 1.26 1.51 0.14 1.79 22.67 0.84 0.09 0.60 5.27 0.52
8
+ 010_A_collection_4a9fd4d7-d870-4265-89a5 0.40 0.37 0.75 2.08 0.00 1.96 0.99 0.00 0.22 4.49 0.34 0.16 0.41 0.60 1.19
9
+ 053_B_collection_b0cf0afa-ec40-4d65-b570 2.69 0.86 2.85 5.54 4.73 6.87 5.14 0.18 3.39 45.89 1.41 0.25 2.02 16.18 0.60
10
+ 058_B_collection_eb735cc9-d0a7-48fa-b255 2.61 2.26 4.36 4.00 0.83 3.90 2.71 0.41 3.43 15.93 26.39 1.16 3.04 12.87 2.64
11
+ 061_A_GSE274680_Savage_Allen_RA_at-risk_ 1.40 0.39 1.22 1.54 2.12 3.64 1.89 0.04 1.43 16.02 1.60 0.06 1.09 8.74 0.57
12
+ 065_A_GSE271896_GSE271896_Sound_Life_dee 0.83 0.64 1.38 0.95 0.83 2.20 2.65 0.10 1.52 25.77 1.56 0.00 0.19 6.01 0.96
13
+ 071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CI 0.32 0.30 1.20 2.38 0.39 3.49 1.45 0.12 8.68 30.42 10.80 0.34 1.20 12.23 0.59
14
+ 074_A_COMBAT_CELLxGENE_collection_COMBAT 3.82 2.83 3.97 8.29 1.21 3.14 2.99 0.20 12.74 35.14 11.59 1.19 2.96 1.12 4.41
15
+ 081_B_Single-cell_atlas_of_peripheral_im 0.69 2.69 2.27 6.18 0.43 2.93 4.96 0.15 6.46 40.51 1.82 2.35 2.79 3.24 6.71
16
+ 093_C_Local_and_systemic_SARS-CoV-2_resp 2.34 0.19 0.91 0.88 0.69 3.04 1.06 0.24 7.98 25.71 4.09 0.46 1.54 7.23 0.36
17
+ 200_A_GSE275067_Immunobiology_of_Aging_C 1.19 0.13 0.26 3.87 1.07 NaN 4.35 0.15 2.71 37.04 2.58 0.00 1.04 23.44 2.23
18
+ 202_B_GSE161918_Time-resolved_Systems_Im 1.94 1.01 3.41 2.59 2.60 1.83 2.31 0.08 4.82 16.39 26.66 0.24 1.29 2.23 0.42
19
+ 203_B_CELLxGENE_665714af_Ancestral_and_e 1.56 0.21 1.40 1.10 0.76 9.79 0.90 0.00 1.18 12.21 1.74 0.61 2.22 5.69 0.18
20
+ 204_B_CELLxGENE_cHSPC_aging_MDS_Human_ci 0.58 0.62 5.82 1.46 0.00 4.09 2.13 48.66 0.74 14.91 0.00 0.05 0.33 14.62 0.62
21
+ 300b_A_GSE132802_DRESS_DiHS_PBMC_only_sc 14.94 6.54 9.47 6.18 0.29 5.60 3.11 0.12 2.75 11.35 2.49 0.86 2.05 2.68 21.34
22
+ 301_A_GSE163121_SLE_healthy_Bcell_PBMC_s 0.00 1.15 0.56 0.38 0.00 8.97 0.31 0.20 1.30 11.07 1.53 1.39 2.98 9.16 0.19
23
+ 302_A_GSE314010_SLE_IL36_stim_PBMC_scRNA 5.69 0.09 1.19 4.34 0.75 4.28 7.14 0.08 2.37 26.44 5.69 0.11 0.95 0.82 0.06
24
+ 304_A_Parse_10M_PBMC_12donor_90cytokines 4.67 0.14 0.45 1.46 0.07 5.36 4.36 0.04 37.32 73.89 3.14 0.59 0.62 0.88 1.27
25
+ state_cells parent_cells pct
26
+ state
27
+ C1Q-high monocyte (reference) 808 32766 2.466
28
+ Cycling T/NK 1025 108459 0.945
29
+ Cycling activated T (CD38/HLA-DR) 1796 93391 1.923
30
+ Cycling monocyte (Ye 2026) 1043 32766 3.183
31
+ Cytotoxic CD4 T 547 47390 1.154
32
+ DN2 / ABC B 1271 24494 5.189
33
+ Granulocyte-like (LDG) 4236 179750 2.357
34
+ HSPC 4456 179750 2.479
35
+ ISG-high T 4838 93391 5.180
36
+ ISG-high monocyte (positive control) 8602 32766 26.253
37
+ MS1 monocyte (IL1R2+) 2262 32766 6.903
38
+ Plasmablast (label) 837 179750 0.466
39
+ Plasmablast (markers) 2417 179750 1.345
40
+ Platelet signal in monocytes (negative control) 2292 32766 6.995
41
+ Proliferating T (label) 2245 93391 2.404
42
+ dataset_id state missing_genes
43
+ 005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping Plasmablast (markers) IGLL5
44
+ 006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas Plasmablast (markers) IGLL5
45
+ 007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets Granulocyte-like (LDG) MPO CTSG
46
+ 007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets Platelet signal in monocytes (negative control) PPBP PF4
47
+ 010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs Granulocyte-like (LDG) LCN2
48
+ 071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE Plasmablast (markers) IGLL5
49
+ 200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling Plasmablast (markers) IGLL5
50
+ 301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq C1Q-high monocyte (reference) C1QC
51
+ 304_A_Parse_10M_PBMC_12donor_90cytokines Granulocyte-like (LDG) CTSG CAMP LCN2
52
+ 304_A_Parse_10M_PBMC_12donor_90cytokines Platelet signal in monocytes (negative control) GP9
paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/screen_v1.err ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_screen_20261004/tools/screen.py:105: ConstantInputWarning: An input array is constant; the correlation coefficient is not defined.
2
+ rho = float(spearmanr(ok.gen_pct, ok.obsthin_pct).correlation) if len(ok) > 2 else np.nan
paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/screen_v1.log ADDED
@@ -0,0 +1,98 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ dataset state k thin gen obs_thinned obs_native_n gen_pct obs_pct gen_over_obs spearman
2
+ dress C1Q-high monocyte (reference) 2 0.607 110 / 3,793 529 / 4,485 586 2.900 11.795 0.246 0.964
3
+ dress Plasmablast (label) 1.000 76 / 35,000 187 / 33,712 187 0.217 0.555 0.391 0.571
4
+ dress Plasmablast (markers) 3 0.887 68 / 1,938 203 / 2,245 216 3.509 9.042 0.388 0.321
5
+ dress Progenitor (label) 1.000 20 / 35,000 35 / 33,712 35 0.057 0.104 0.550 0.432
6
+ dress Proliferating T (label) 1.000 1,001 / 27,578 4,226 / 24,482 4226 3.630 17.262 0.210 0.643
7
+ dress ABC / DN2 B 2 0.887 39 / 1,938 193 / 2,245 221 2.012 8.597 0.234 -0.214
8
+ dress GZMK+ CD8 T 1 1.000 1,138 / 6,901 838 / 6,038 838 16.490 13.879 1.188 0.964
9
+ dress Cytotoxic CD4 T 3 1.000 41 / 17,909 9 / 12,541 9 0.229 0.072 3.190 0.595
10
+ dress MS1 monocyte 3 0.607 184 / 3,793 417 / 4,485 797 4.851 9.298 0.522 0.679
11
+ dress ISG-high monocyte 4 0.607 12 / 3,793 131 / 4,485 242 0.316 2.921 0.108 0.517
12
+ dress Platelet-bound monocyte 2 0.607 6 / 3,793 26 / 4,485 41 0.158 0.580 0.273 0.576
13
+ dress Granulocyte-like (LDG) 2 0.967 0 / 35,000 404 / 33,712 421 0.000 1.198 0.000 NaN
14
+ kawasaki C1Q-high monocyte (reference) 2 1.000 43 / 7,927 603 / 11,050 603 0.542 5.457 0.099 0.173
15
+ kawasaki Plasmablast (label) 1.000 206 / 75,000 1,837 / 103,362 1837 0.275 1.777 0.155 0.558
16
+ kawasaki Plasmablast (markers) 3 1.000 237 / 20,998 1,654 / 21,517 1654 1.129 7.687 0.147 0.604
17
+ kawasaki Progenitor (label) 1.000 71 / 75,000 175 / 103,362 175 0.095 0.169 0.559 0.716
18
+ kawasaki Proliferating T (label) 1.000 330 / 42,408 1,146 / 57,032 1146 0.778 2.009 0.387 0.193
19
+ kawasaki ABC / DN2 B 2 1.000 397 / 20,998 907 / 21,517 907 1.891 4.215 0.449 -0.264
20
+ kawasaki GZMK+ CD8 T 1 1.000 1,884 / 11,370 746 / 15,371 746 16.570 4.853 3.414 0.343
21
+ kawasaki Cytotoxic CD4 T 3 1.000 94 / 26,586 163 / 28,856 163 0.354 0.565 0.626 0.461
22
+ kawasaki MS1 monocyte 3 1.000 1,442 / 7,927 3,263 / 11,050 3263 18.191 29.529 0.616 0.679
23
+ kawasaki ISG-high monocyte 4 1.000 280 / 7,927 2,256 / 11,050 2256 3.532 20.416 0.173 0.178
24
+ kawasaki Platelet-bound monocyte 2 1.000 27 / 7,927 649 / 11,050 649 0.341 5.873 0.058 0.367
25
+ kawasaki Granulocyte-like (LDG) 2 1.000 12 / 75,000 2,236 / 103,362 2236 0.016 2.163 0.007 0.794
26
+ sle C1Q-high monocyte (reference) 2 0.957 109 / 21,833 1,798 / 70,901 1823 0.499 2.536 0.197 0.404
27
+ sle Plasmablast (label) 1.000 85 / 168,000 1,526 / 358,235 1526 0.051 0.426 0.119 0.190
28
+ sle Plasmablast (markers) 3 1.000 72 / 19,311 1,298 / 35,488 1298 0.373 3.658 0.102 0.148
29
+ sle Progenitor (label) 1.000 35 / 168,000 352 / 358,235 352 0.021 0.098 0.212 0.335
30
+ sle Proliferating T (label) 1.000 561 / 106,521 1,953 / 216,491 1953 0.527 0.902 0.584 0.670
31
+ sle ABC / DN2 B 2 1.000 103 / 19,311 2,213 / 35,488 2213 0.533 6.236 0.086 -0.272
32
+ sle GZMK+ CD8 T 1 1.000 6,044 / 22,345 9,083 / 69,054 9083 27.049 13.153 2.056 0.450
33
+ sle Cytotoxic CD4 T 3 1.000 432 / 71,556 1,471 / 106,194 1471 0.604 1.385 0.436 0.639
34
+ sle MS1 monocyte 3 0.957 381 / 21,833 8,977 / 70,901 9480 1.745 12.661 0.138 0.044
35
+ sle ISG-high monocyte 4 0.957 4,943 / 21,833 20,677 / 70,901 21269 22.640 29.163 0.776 0.837
36
+ sle Platelet-bound monocyte 2 0.957 209 / 21,833 2,259 / 70,901 2315 0.957 3.186 0.300 0.150
37
+ sle Granulocyte-like (LDG) 2 1.000 9 / 168,000 2,107 / 358,235 2107 0.005 0.588 0.009 0.188
38
+ dataset state contrast obs_a_counts obs_b_counts gen_a_counts gen_b_counts obs_diff gen_diff same_direction
39
+ dress C1Q-high monocyte (reference) DRESS|none - healthy|none 53 / 1388 32 / 1949 15 / 705 11 / 1148 2.18 1.17 True
40
+ dress Plasmablast (label) DRESS|none - healthy|none 43 / 7592 2 / 8588 12 / 5000 2 / 5000 0.54 0.20 True
41
+ dress Plasmablast (markers) DRESS|none - healthy|none 48 / 375 12 / 663 15 / 326 2 / 327 10.99 3.99 True
42
+ dress Progenitor (label) DRESS|none - healthy|none 6 / 7592 11 / 8588 7 / 5000 3 / 5000 -0.05 0.08 False
43
+ dress Proliferating T (label) DRESS|none - healthy|none 2361 / 5394 59 / 4831 70 / 3696 5 / 2875 42.55 1.72 True
44
+ dress ABC / DN2 B DRESS|none - healthy|none 21 / 375 45 / 663 12 / 326 5 / 327 -1.19 2.15 False
45
+ dress GZMK+ CD8 T DRESS|none - healthy|none 17 / 696 764 / 2085 233 / 894 551 / 1496 -34.20 -10.77 True
46
+ dress Cytotoxic CD4 T DRESS|none - healthy|none 1 / 2108 2 / 2003 12 / 2477 7 / 907 -0.05 -0.29 True
47
+ dress MS1 monocyte DRESS|none - healthy|none 166 / 1388 129 / 1949 79 / 705 47 / 1148 5.34 7.11 True
48
+ dress ISG-high monocyte DRESS|none - healthy|none 26 / 1388 49 / 1949 6 / 705 3 / 1148 -0.64 0.59 False
49
+ dress Platelet-bound monocyte DRESS|none - healthy|none 12 / 1388 13 / 1949 2 / 705 2 / 1148 0.20 0.11 True
50
+ dress Granulocyte-like (LDG) DRESS|none - healthy|none 222 / 7592 152 / 8588 0 / 5000 0 / 5000 1.15 0.00 False
51
+ kawasaki C1Q-high monocyte (reference) KD_before - HC 344 / 5923 45 / 1123 21 / 4450 1 / 798 2.92 0.35 True
52
+ kawasaki C1Q-high monocyte (reference) KD_before - KD_after 344 / 5923 214 / 4004 21 / 4450 21 / 2679 3.05 -0.36 False
53
+ kawasaki Plasmablast (label) KD_before - HC 498 / 36717 116 / 16203 76 / 30000 24 / 15000 0.73 0.09 True
54
+ kawasaki Plasmablast (label) KD_before - KD_after 498 / 36717 1223 / 50442 76 / 30000 106 / 30000 -1.00 -0.10 True
55
+ kawasaki Plasmablast (markers) KD_before - HC 576 / 11634 156 / 3316 93 / 11002 28 / 4266 0.87 0.35 True
56
+ kawasaki Plasmablast (markers) KD_before - KD_after 576 / 11634 922 / 6567 93 / 11002 116 / 5730 -8.73 -1.06 True
57
+ kawasaki Progenitor (label) KD_before - HC 58 / 36717 7 / 16203 46 / 30000 0 / 15000 0.12 0.15 True
58
+ kawasaki Progenitor (label) KD_before - KD_after 58 / 36717 110 / 50442 46 / 30000 25 / 30000 -0.03 0.07 False
59
+ kawasaki Proliferating T (label) KD_before - HC 158 / 16366 164 / 10135 125 / 13373 50 / 9110 -0.59 0.37 False
60
+ kawasaki Proliferating T (label) KD_before - KD_after 158 / 16366 824 / 30531 125 / 13373 155 / 19925 -1.80 0.13 False
61
+ kawasaki ABC / DN2 B KD_before - HC 457 / 11634 167 / 3316 213 / 11002 68 / 4266 -0.59 0.30 False
62
+ kawasaki ABC / DN2 B KD_before - KD_after 457 / 11634 283 / 6567 213 / 11002 116 / 5730 -0.27 -0.22 True
63
+ kawasaki GZMK+ CD8 T KD_before - HC 152 / 4930 238 / 3652 488 / 3518 583 / 3062 -3.68 -4.41 True
64
+ kawasaki GZMK+ CD8 T KD_before - KD_after 152 / 4930 356 / 6789 488 / 3518 813 / 4790 -3.05 -2.63 True
65
+ kawasaki Cytotoxic CD4 T KD_before - HC 5 / 8948 18 / 4852 27 / 8516 17 / 4764 -0.30 -0.02 True
66
+ kawasaki Cytotoxic CD4 T KD_before - KD_after 5 / 8948 140 / 15056 27 / 8516 50 / 13306 -0.72 -0.08 True
67
+ kawasaki MS1 monocyte KD_before - HC 2642 / 5923 50 / 1123 1087 / 4450 39 / 798 30.74 11.81 True
68
+ kawasaki MS1 monocyte KD_before - KD_after 2642 / 5923 571 / 4004 1087 / 4450 316 / 2679 20.63 5.64 True
69
+ kawasaki ISG-high monocyte KD_before - HC 395 / 5923 254 / 1123 31 / 4450 3 / 798 -15.02 0.11 False
70
+ kawasaki ISG-high monocyte KD_before - KD_after 395 / 5923 1607 / 4004 31 / 4450 246 / 2679 -12.20 -4.79 True
71
+ kawasaki Platelet-bound monocyte KD_before - HC 321 / 5923 65 / 1123 14 / 4450 2 / 798 -2.81 0.07 False
72
+ kawasaki Platelet-bound monocyte KD_before - KD_after 321 / 5923 263 / 4004 14 / 4450 11 / 2679 -1.82 -0.13 True
73
+ kawasaki Granulocyte-like (LDG) KD_before - HC 1083 / 36717 45 / 16203 8 / 30000 0 / 15000 3.36 0.03 True
74
+ kawasaki Granulocyte-like (LDG) KD_before - KD_after 1083 / 36717 1108 / 50442 8 / 30000 4 / 30000 1.28 0.01 True
75
+ sle C1Q-high monocyte (reference) aSLE - aHD 348 / 9639 108 / 6619 21 / 3390 7 / 1665 1.62 -0.10 False
76
+ sle C1Q-high monocyte (reference) cSLE - cHD 1225 / 45551 117 / 9092 77 / 14947 4 / 1831 0.58 0.11 True
77
+ sle Plasmablast (label) aSLE - aHD 143 / 35392 77 / 41440 3 / 21000 6 / 15000 0.18 -0.03 False
78
+ sle Plasmablast (label) cSLE - cHD 1084 / 195838 222 / 85565 69 / 99000 7 / 33000 0.39 0.05 True
79
+ sle Plasmablast (markers) aSLE - aHD 134 / 936 68 / 2442 3 / 911 5 / 1221 13.65 -0.16 False
80
+ sle Plasmablast (markers) cSLE - cHD 907 / 21628 189 / 10482 57 / 12436 7 / 4743 2.95 0.27 True
81
+ sle Progenitor (label) aSLE - aHD 50 / 35392 60 / 41440 6 / 21000 0 / 15000 -0.01 0.03 False
82
+ sle Progenitor (label) cSLE - cHD 175 / 195838 67 / 85565 26 / 99000 3 / 33000 0.01 0.02 True
83
+ sle Proliferating T (label) aSLE - aHD 235 / 20730 69 / 27704 108 / 12979 13 / 10265 1.12 0.85 True
84
+ sle Proliferating T (label) cSLE - cHD 1532 / 111977 117 / 56080 426 / 60156 14 / 23121 1.84 0.73 True
85
+ sle ABC / DN2 B aSLE - aHD 65 / 936 85 / 2442 3 / 911 8 / 1221 4.71 -0.38 False
86
+ sle ABC / DN2 B cSLE - cHD 1669 / 21628 394 / 10482 63 / 12436 29 / 4743 4.71 -0.14 False
87
+ sle GZMK+ CD8 T aSLE - aHD 1559 / 7125 1207 / 5039 966 / 2969 609 / 1747 -0.75 -1.97 True
88
+ sle GZMK+ CD8 T cSLE - cHD 5363 / 39111 954 / 17779 3448 / 13518 1021 / 4111 7.49 0.47 True
89
+ sle Cytotoxic CD4 T aSLE - aHD 144 / 9990 96 / 17255 75 / 7915 43 / 7211 2.28 0.59 True
90
+ sle Cytotoxic CD4 T cSLE - cHD 869 / 51287 362 / 27662 230 / 39554 84 / 16876 1.31 0.10 True
91
+ sle MS1 monocyte aSLE - aHD 644 / 9639 648 / 6619 70 / 3390 17 / 1665 -1.35 0.76 False
92
+ sle MS1 monocyte cSLE - cHD 7017 / 45551 668 / 9092 262 / 14947 32 / 1831 6.54 -0.50 False
93
+ sle ISG-high monocyte aSLE - aHD 3051 / 9639 105 / 6619 778 / 3390 12 / 1665 31.00 18.82 True
94
+ sle ISG-high monocyte cSLE - cHD 17241 / 45551 280 / 9092 4134 / 14947 19 / 1831 32.39 22.75 True
95
+ sle Platelet-bound monocyte aSLE - aHD 386 / 9639 95 / 6619 35 / 3390 14 / 1665 2.54 0.53 True
96
+ sle Platelet-bound monocyte cSLE - cHD 1400 / 45551 378 / 9092 150 / 14947 10 / 1831 -0.98 0.41 False
97
+ sle Granulocyte-like (LDG) aSLE - aHD 216 / 35392 136 / 41440 2 / 21000 0 / 15000 0.29 0.01 True
98
+ sle Granulocyte-like (LDG) cSLE - cHD 1531 / 195838 224 / 85565 6 / 99000 1 / 33000 0.47 0.00 True