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Archive 4 checkpoints (1-4)

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paper-releases/pbisc-diffusion/updates/20261006T033406Z-bulkonly-lora5-k1000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_20261006/analysis/features/imperial_eskd/bulkonly.parquet ADDED
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+ oid sha256:963c7b4b49b731ec8dad4305d1ab9f84c36fc7787a96d1948c07a645d5adf544
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+ size 146920
paper-releases/pbisc-diffusion/updates/20261006T033406Z-bulkonly-lora5-k1000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_20261006/analysis/features/imperial_eskd/calibration.csv ADDED
@@ -0,0 +1,301 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ kind,feature,draw,n_samples,gen_mean,obs_mean,ratio,spearman,COVID+ vs COVID-: gen diff,COVID+ vs COVID-: obs diff,COVID+ vs COVID-: same sign,COVID+ vs COVID-: n,severe/critical vs mild/moderate (COVID+): gen diff,severe/critical vs mild/moderate (COVID+): obs diff,severe/critical vs mild/moderate (COVID+): same sign,severe/critical vs mild/moderate (COVID+): n,draws,COVID+ vs COVID-: draws same sign,severe/critical vs mild/moderate (COVID+): draws same sign
2
+ composition,l1 | B cell,0,142,0.0678169,0.126236,0.537223,0.657889,0.0267042,0.077242,1.0,102 vs 31,-0.0217922,0.0069605,0.0,49 vs 62,,,
3
+ composition,l1 | DC,0,142,0.0276479,0.0297933,0.927989,0.232483,-0.0124124,-0.00667869,1.0,102 vs 31,-0.00734935,-0.00699769,1.0,49 vs 62,,,
4
+ composition,l1 | Monocyte,0,142,0.178305,0.164524,1.08376,0.390237,-0.0147459,-0.0288178,1.0,102 vs 31,-0.0185368,-0.00143428,1.0,49 vs 62,,,
5
+ composition,l1 | NK cell,0,142,0.138756,0.173393,0.80024,0.204256,0.0383559,0.0345149,1.0,102 vs 31,0.0391914,-0.0117124,0.0,49 vs 62,,,
6
+ composition,l1 | Other,0,142,0.0282723,0.0126964,2.22679,0.5047,0.0250384,0.00603858,1.0,102 vs 31,0.0230814,0.00907536,1.0,49 vs 62,,,
7
+ composition,l1 | T cell,0,142,0.559202,0.493357,1.13346,0.488903,-0.0629401,-0.0822989,1.0,102 vs 31,-0.0145945,0.00410854,0.0,49 vs 62,,,
8
+ composition,l2 | ASDC,0,142,0.000464789,0.000667312,0.696509,-0.0496099,-0.000369808,6.92011e-05,0.0,102 vs 31,0.000142857,-0.00014724,0.0,49 vs 62,,,
9
+ composition,l2 | CD14 monocyte,0,142,0.0815493,0.0786606,1.03672,0.484864,0.0209545,0.0161159,1.0,102 vs 31,0.0218381,0.00265751,1.0,49 vs 62,,,
10
+ composition,l2 | CD16 monocyte,0,142,0.0643052,0.0521698,1.23261,0.367217,-0.0294847,-0.036432,1.0,102 vs 31,-0.0358223,0.00680995,0.0,49 vs 62,,,
11
+ composition,l2 | CD56bright NK cell,0,142,0.0203192,0.0202299,1.00442,-0.0339289,0.000738984,-0.0057336,0.0,102 vs 31,-0.000224051,-0.00931462,1.0,49 vs 62,,,
12
+ composition,l2 | CD56dim NK cell,0,142,0.0880235,0.11322,0.777456,0.180636,0.0105507,0.00469412,1.0,102 vs 31,0.0162113,-0.0130923,0.0,49 vs 62,,,
13
+ composition,l2 | CD8aa,0,142,0.0133474,0.0191244,0.697926,0.464339,-0.00439701,-0.0124659,1.0,102 vs 31,-0.00436625,-0.00800139,1.0,49 vs 62,,,
14
+ composition,l2 | DN T cell,0,142,0.0157606,0.00546797,2.88234,0.248657,0.00968353,0.00298683,1.0,102 vs 31,0.000952381,-0.00152058,0.0,49 vs 62,,,
15
+ composition,l2 | Effector B cell,0,142,0.00948357,0.0113725,0.833904,0.351999,0.00633882,0.00484433,1.0,102 vs 31,-0.00163573,0.000775085,0.0,49 vs 62,,,
16
+ composition,l2 | Erythrocyte,0,142,0.0034554,0.0037526,0.920801,0.302734,0.00257116,0.00194498,1.0,102 vs 31,0.00188633,0.00137895,1.0,49 vs 62,,,
17
+ composition,l2 | ILC,0,142,0.00299061,0.00144767,2.0658,0.252622,-0.000276197,-0.000584515,1.0,102 vs 31,-0.00144744,-0.000170084,1.0,49 vs 62,,,
18
+ composition,l2 | Intermediate monocyte,0,142,0.0324507,0.0336937,0.963108,0.406287,-0.00621569,-0.00850175,1.0,102 vs 31,-0.00455256,-0.0109017,1.0,49 vs 62,,,
19
+ composition,l2 | MAIT,0,142,0.00400469,0.00756601,0.529301,0.192077,-0.000633776,-0.00414792,1.0,102 vs 31,-0.00194492,-0.00374346,1.0,49 vs 62,,,
20
+ composition,l2 | Memory B cell,0,142,0.0265915,0.023005,1.1559,0.604789,0.00568944,0.00311442,1.0,102 vs 31,-0.00540816,0.000990012,0.0,49 vs 62,,,
21
+ composition,l2 | Memory CD4 T cell,0,142,0.0872535,0.117056,0.745403,0.408999,-0.0525193,-0.0012705,1.0,102 vs 31,-0.0620452,-0.0614636,1.0,49 vs 62,,,
22
+ composition,l2 | Memory CD8 T cell,0,142,0.255775,0.186392,1.37224,0.604439,0.0201147,-0.0361658,0.0,102 vs 31,0.0785861,0.0878157,1.0,49 vs 62,,,
23
+ composition,l2 | Naive B cell,0,142,0.0263521,0.0580814,0.45371,0.580109,0.0119066,0.0439846,1.0,102 vs 31,-0.0148966,0.00822643,0.0,49 vs 62,,,
24
+ composition,l2 | Naive CD4 T cell,0,142,0.0311221,0.054277,0.573394,0.353996,-0.0162243,-0.000552391,1.0,102 vs 31,-0.0176177,-0.0104294,1.0,49 vs 62,,,
25
+ composition,l2 | Naive CD8 T cell,0,142,0.018892,0.0189901,0.994837,0.399359,-0.00188088,-0.00704072,1.0,102 vs 31,-0.00998881,-0.0104995,1.0,49 vs 62,,,
26
+ composition,l2 | Plasma cell,0,142,0.00310798,0.0134829,0.230514,0.281942,0.00207717,0.0118024,1.0,102 vs 31,0.00204586,0.00617315,1.0,49 vs 62,,,
27
+ composition,l2 | Platelet,0,142,0.0200188,0.00547651,3.65539,0.411101,0.023147,0.00358495,1.0,102 vs 31,0.0224538,0.00654122,1.0,49 vs 62,,,
28
+ composition,l2 | Progenitor cell,0,142,0.00180751,0.00201965,0.894962,0.0625757,-0.000403542,0.00109317,0.0,102 vs 31,0.000188721,0.00132528,1.0,49 vs 62,,,
29
+ composition,l2 | Proliferating NK cell,0,142,0.0304131,0.0399429,0.761415,0.592939,0.0270662,0.0355543,1.0,102 vs 31,0.0232041,0.0106945,1.0,49 vs 62,,,
30
+ composition,l2 | Proliferating T cell,0,142,0.00740376,0.00538635,1.37454,0.353508,0.00695467,0.00408431,1.0,102 vs 31,0.00315207,0.00207567,1.0,49 vs 62,,,
31
+ composition,l2 | Transitional B cell,0,142,0.00228169,0.0202943,0.11243,0.378469,0.000692178,0.0134963,1.0,102 vs 31,-0.00189752,-0.00920417,1.0,49 vs 62,,,
32
+ composition,l2 | Treg,0,142,0.0217324,0.0213879,1.01611,0.405547,-0.0127944,-0.000970451,1.0,102 vs 31,-0.0107775,-0.00723735,1.0,49 vs 62,,,
33
+ composition,l2 | cDC1,0,142,0.00167136,0.00144781,1.15441,0.02749,-0.00091187,-0.000893983,1.0,102 vs 31,-0.000650647,-0.000543138,1.0,49 vs 62,,,
34
+ composition,l2 | cDC2,0,142,0.019493,0.0215331,0.905254,0.264332,-0.0113671,-0.007897,1.0,102 vs 31,-0.00505047,-0.00822194,1.0,49 vs 62,,,
35
+ composition,l2 | gdT,0,142,0.103911,0.0577099,1.80057,0.633281,-0.0112433,-0.0267564,1.0,102 vs 31,0.00945534,0.0171124,1.0,49 vs 62,,,
36
+ composition,l2 | pDC,0,142,0.00601878,0.00614509,0.979445,0.264005,0.000236348,0.00204308,1.0,102 vs 31,-0.00179109,0.00191463,0.0,49 vs 62,,,
37
+ state,C1Q-high monocyte (reference),0,141,0.019417,0.0567211,0.342325,-0.0149528,-0.00382752,0.0361865,0.0,101 vs 31,-0.00806763,0.0322977,0.0,48 vs 62,,,
38
+ state,Cycling T/NK,0,142,0.000567075,0.00243256,0.233118,0.189655,0.000520405,0.00163779,1.0,102 vs 31,0.000292234,-0.000176984,0.0,49 vs 62,,,
39
+ state,Cycling activated T (CD38/HLA-DR),0,142,0.00109659,0.0104447,0.10499,0.0965208,0.000392431,0.00192124,1.0,102 vs 31,3.9882e-05,-0.00049726,0.0,49 vs 62,,,
40
+ state,Proliferating T (label),0,142,0.0141273,0.0130241,1.0847,0.473545,0.0134447,0.0100011,1.0,102 vs 31,0.00516692,0.00493994,1.0,49 vs 62,,,
41
+ state,Plasmablast (label),0,142,0.00310798,0.0134829,0.230514,0.281942,0.00207717,0.0118024,1.0,102 vs 31,0.00204586,0.00617315,1.0,49 vs 62,,,
42
+ state,Plasmablast (markers),0,142,0.00685446,0.0249923,0.274263,0.212803,0.00220746,0.0155007,1.0,102 vs 31,0.00185912,0.00734914,1.0,49 vs 62,,,
43
+ state,MS1 monocyte (IL1R2+),0,141,0.00135673,0.0304686,0.0445288,0.407618,0.00171709,0.037913,1.0,101 vs 31,0.00198487,0.0521266,1.0,48 vs 62,,,
44
+ state,Cycling monocyte (Ye 2026),0,141,0.000608661,0.0190203,0.0320005,0.00235459,0.000849715,0.0128857,1.0,101 vs 31,0.00033092,0.0173957,1.0,48 vs 62,,,
45
+ state,ISG-high monocyte (positive control),0,141,0.264385,0.388944,0.67975,0.842491,0.333971,0.414381,1.0,101 vs 31,0.236358,0.231164,1.0,48 vs 62,,,
46
+ state,ISG-high T,0,142,0.0822837,0.139979,0.587831,0.800818,0.112839,0.163177,1.0,102 vs 31,0.0983275,0.134675,1.0,49 vs 62,,,
47
+ state,DN2 / ABC B,0,142,0.0116075,0.0511782,0.226806,0.112495,0.00308605,0.00586474,1.0,102 vs 31,-0.00248202,0.00265046,0.0,49 vs 62,,,
48
+ state,HSPC,0,142,0.00101408,0.00175184,0.578867,-0.0531538,-0.000616487,0.000818771,0.0,102 vs 31,-0.000132763,0.000871649,0.0,49 vs 62,,,
49
+ state,Cytotoxic CD4 T,0,140,0.0837021,0.0438145,1.91038,0.0591918,0.0201464,0.00691815,1.0,100 vs 31,0.0313641,0.0520883,1.0,47 vs 62,,,
50
+ state,Granulocyte-like (LDG),0,142,0.00015493,0.00537085,0.0288464,0.119245,6.24078e-05,-0.000577883,0.0,102 vs 31,6.42967e-05,0.000729207,1.0,49 vs 62,,,
51
+ state,Platelet signal in monocytes (negative control),0,141,0.0136535,0.0277841,0.491415,0.115153,0.0140379,0.00723564,1.0,101 vs 31,0.0152894,0.00974011,1.0,48 vs 62,,,
52
+ composition,l1 | B cell,1,143,0.105086,0.119516,0.879265,0.542132,0.029239,0.0698195,1.0,102 vs 32,-0.0404343,0.0061304,0.0,45 vs 66,,,
53
+ composition,l1 | DC,1,143,0.0328392,0.0302815,1.08446,0.173681,-0.00136479,-0.0058257,1.0,102 vs 32,-0.00381145,-0.00804442,1.0,45 vs 66,,,
54
+ composition,l1 | Monocyte,1,143,0.140951,0.170001,0.82912,0.332952,0.0237451,-0.0188243,0.0,102 vs 32,0.0268444,-0.013808,0.0,45 vs 66,,,
55
+ composition,l1 | NK cell,1,143,0.0764149,0.176062,0.434023,0.305296,0.0103043,0.0326229,1.0,102 vs 32,0.0146007,-0.00337953,0.0,45 vs 66,,,
56
+ composition,l1 | Other,1,143,0.0119114,0.0139291,0.855144,0.438986,0.00673121,0.00734546,1.0,102 vs 32,0.00642424,0.0129651,1.0,45 vs 66,,,
57
+ composition,l1 | T cell,1,143,0.632797,0.490211,1.29087,0.412514,-0.0686548,-0.0851379,1.0,102 vs 32,-0.00362357,0.0061364,0.0,45 vs 66,,,
58
+ composition,l2 | ASDC,1,143,0.000568765,0.000698275,0.814528,0.0436643,0.000156046,0.000139933,1.0,102 vs 32,-3.83838e-05,-9.97492e-05,1.0,45 vs 66,,,
59
+ composition,l2 | CD14 monocyte,1,143,0.0803543,0.07649,1.05052,0.438594,0.0266605,0.0150253,1.0,102 vs 32,0.0329495,-0.00944826,0.0,45 vs 66,,,
60
+ composition,l2 | CD16 monocyte,1,143,0.031021,0.059269,0.523393,0.373271,-0.00414583,-0.0267727,1.0,102 vs 32,-0.00669226,0.00838883,0.0,45 vs 66,,,
61
+ composition,l2 | CD56bright NK cell,1,143,0.0142564,0.0203163,0.701722,0.218362,-0.00352124,-0.00603288,1.0,102 vs 32,-0.00575017,-0.007425,1.0,45 vs 66,,,
62
+ composition,l2 | CD56dim NK cell,1,143,0.0464522,0.116298,0.399423,0.298763,0.00280842,0.00412547,1.0,102 vs 32,0.0122734,-0.00980829,0.0,45 vs 66,,,
63
+ composition,l2 | CD8aa,1,143,0.00947786,0.0204169,0.464216,0.545535,-0.00344322,-0.0111275,1.0,102 vs 32,-0.00304175,-0.00737847,1.0,45 vs 66,,,
64
+ composition,l2 | DN T cell,1,143,0.0138741,0.00510891,2.71567,0.332475,0.00791789,0.00244827,1.0,102 vs 32,-0.00213266,-0.00192589,1.0,45 vs 66,,,
65
+ composition,l2 | Effector B cell,1,143,0.0225594,0.00979223,2.30381,0.266762,0.00736315,0.00319589,1.0,102 vs 32,-0.00964646,-0.000456636,1.0,45 vs 66,,,
66
+ composition,l2 | Erythrocyte,1,143,0.00112821,0.00396321,0.284669,0.325064,0.000777369,0.00216335,1.0,102 vs 32,0.000270034,0.00208164,1.0,45 vs 66,,,
67
+ composition,l2 | ILC,1,143,0.00286713,0.00149668,1.91566,0.10032,-5.39216e-05,-0.000644586,1.0,102 vs 32,-0.000512458,-0.000160848,1.0,45 vs 66,,,
68
+ composition,l2 | Intermediate monocyte,1,143,0.0295758,0.0342417,0.863735,0.292255,0.00123039,-0.00707691,0.0,102 vs 32,0.000587205,-0.0127486,0.0,45 vs 66,,,
69
+ composition,l2 | MAIT,1,143,0.00313753,0.00771447,0.406707,0.293583,-0.00292933,-0.00346417,1.0,102 vs 32,-0.00168552,-0.0031608,1.0,45 vs 66,,,
70
+ composition,l2 | Memory B cell,1,143,0.0404755,0.0209773,1.9295,0.584939,-0.00326471,0.000525636,0.0,102 vs 32,-0.0156397,-0.000728318,1.0,45 vs 66,,,
71
+ composition,l2 | Memory CD4 T cell,1,143,0.138783,0.110577,1.25508,0.341962,-0.0711001,-0.00205013,1.0,102 vs 32,-0.0451825,-0.0566494,1.0,45 vs 66,,,
72
+ composition,l2 | Memory CD8 T cell,1,143,0.263869,0.187126,1.41012,0.585466,0.0157275,-0.0408633,0.0,102 vs 32,0.055002,0.0903917,1.0,45 vs 66,,,
73
+ composition,l2 | Naive B cell,1,143,0.0319814,0.0571614,0.559492,0.617846,0.0155359,0.0428688,1.0,102 vs 32,-0.0173145,0.0133003,0.0,45 vs 66,,,
74
+ composition,l2 | Naive CD4 T cell,1,143,0.0495385,0.0532178,0.930862,0.399986,-0.00115196,-0.00178697,1.0,102 vs 32,-0.00766195,-0.0126667,1.0,45 vs 66,,,
75
+ composition,l2 | Naive CD8 T cell,1,143,0.0203963,0.0188127,1.08417,0.476104,-0.00249959,-0.00865325,1.0,102 vs 32,-0.00812929,-0.0110171,1.0,45 vs 66,,,
76
+ composition,l2 | Plasma cell,1,143,0.00760839,0.011471,0.663273,0.343082,0.00830596,0.00930214,1.0,102 vs 32,0.00409158,0.00167768,1.0,45 vs 66,,,
77
+ composition,l2 | Platelet,1,143,0.00482984,0.00681103,0.70912,0.37533,0.00447304,0.0051632,1.0,102 vs 32,0.00659327,0.0113246,1.0,45 vs 66,,,
78
+ composition,l2 | Progenitor cell,1,143,0.00308625,0.00165821,1.86119,0.316827,0.00153472,0.000663501,1.0,102 vs 32,7.34007e-05,-0.000280246,0.0,45 vs 66,,,
79
+ composition,l2 | Proliferating NK cell,1,143,0.0157063,0.0394472,0.39816,0.538408,0.0110172,0.0345303,1.0,102 vs 32,0.00807744,0.0138538,1.0,45 vs 66,,,
80
+ composition,l2 | Proliferating T cell,1,143,0.00677389,0.00510869,1.32596,0.355013,0.00626389,0.00315986,1.0,102 vs 32,0.0019569,0.00191148,1.0,45 vs 66,,,
81
+ composition,l2 | Transitional B cell,1,143,0.00246154,0.0201142,0.122378,0.448969,0.00129861,0.0139271,1.0,102 vs 32,-0.00192525,-0.0076626,1.0,45 vs 66,,,
82
+ composition,l2 | Treg,1,143,0.0290723,0.0207329,1.40223,0.393714,-0.00630106,-0.00149146,1.0,102 vs 32,-0.00722559,-0.00677656,1.0,45 vs 66,,,
83
+ composition,l2 | cDC1,1,143,0.000955711,0.00158742,0.602052,-0.0134534,-0.000279003,-0.000647243,1.0,102 vs 32,0.000174411,-0.000724791,0.0,45 vs 66,,,
84
+ composition,l2 | cDC2,1,143,0.024014,0.0220312,1.09,0.187099,-0.00440033,-0.00656358,1.0,102 vs 32,-0.00178114,-0.00873965,1.0,45 vs 66,,,
85
+ composition,l2 | gdT,1,143,0.0978741,0.0613953,1.59416,0.509841,-0.0111389,-0.0213092,1.0,102 vs 32,0.0144768,0.0134081,1.0,45 vs 66,,,
86
+ composition,l2 | pDC,1,143,0.0073007,0.00596463,1.224,0.367666,0.0031585,0.00124519,1.0,102 vs 32,-0.00216633,0.00151977,0.0,45 vs 66,,,
87
+ state,C1Q-high monocyte (reference),1,142,0.00526882,0.0556182,0.094732,-0.000644159,0.00378626,0.0382625,1.0,101 vs 32,0.00457804,0.0340078,1.0,44 vs 66,,,
88
+ state,Cycling T/NK,1,143,0.00078916,0.00266043,0.296629,0.299635,0.000716591,0.0017238,1.0,102 vs 32,0.000484664,0.00065741,1.0,45 vs 66,,,
89
+ state,Cycling activated T (CD38/HLA-DR),1,143,0.00129425,0.011299,0.114546,-0.0137015,0.00124282,0.00290007,1.0,102 vs 32,0.000594076,0.00129176,1.0,45 vs 66,,,
90
+ state,Proliferating T (label),1,143,0.0123573,0.0124327,0.993932,0.452126,0.0118721,0.00846793,1.0,102 vs 32,0.00383409,0.00485971,1.0,45 vs 66,,,
91
+ state,Plasmablast (label),1,143,0.00760839,0.011471,0.663273,0.343082,0.00830596,0.00930214,1.0,102 vs 32,0.00409158,0.00167768,1.0,45 vs 66,,,
92
+ state,Plasmablast (markers),1,143,0.0129883,0.0232405,0.558866,0.375672,0.0105143,0.0129828,1.0,102 vs 32,0.00227138,0.00209872,1.0,45 vs 66,,,
93
+ state,MS1 monocyte (IL1R2+),1,142,0.00291535,0.022923,0.12718,0.34698,0.00272399,0.0277704,1.0,101 vs 32,0.0061071,0.0406522,1.0,44 vs 66,,,
94
+ state,Cycling monocyte (Ye 2026),1,142,0.00183439,0.014937,0.122809,0.12002,0.00190684,0.00684855,1.0,101 vs 32,0.00296575,0.00880355,1.0,44 vs 66,,,
95
+ state,ISG-high monocyte (positive control),1,142,0.261763,0.348699,0.750685,0.808934,0.280384,0.342786,1.0,101 vs 32,0.164983,0.238897,1.0,44 vs 66,,,
96
+ state,ISG-high T,1,143,0.0740685,0.143403,0.516507,0.723829,0.0987279,0.156474,1.0,102 vs 32,0.0630128,0.14507,1.0,45 vs 66,,,
97
+ state,DN2 / ABC B,1,143,0.018093,0.049538,0.365235,-0.00171352,0.000579943,0.00811455,1.0,102 vs 32,0.00837928,0.00597829,1.0,45 vs 66,,,
98
+ state,HSPC,1,143,0.00187413,0.0015265,1.22772,0.24603,0.000694444,0.000544946,1.0,102 vs 32,-0.000259259,-0.000350962,1.0,45 vs 66,,,
99
+ state,Cytotoxic CD4 T,1,142,0.0335861,0.0527238,0.63702,0.249138,-0.00129912,0.014787,0.0,101 vs 32,0.0146148,0.0647887,1.0,44 vs 66,,,
100
+ state,Granulocyte-like (LDG),1,143,4.662e-05,0.00638328,0.00730347,0.0722399,-1.67484e-05,-0.000234783,1.0,102 vs 32,5.38721e-05,0.00143646,1.0,45 vs 66,,,
101
+ state,Platelet signal in monocytes (negative control),1,142,0.00997786,0.0225478,0.44252,-0.00718078,0.00500109,0.00861348,1.0,101 vs 32,0.00497196,0.0152787,1.0,44 vs 66,,,
102
+ composition,l1 | B cell,2,142,0.100859,0.123023,0.819838,0.55891,0.0631149,0.0685,1.0,103 vs 31,-0.0248734,0.00999189,0.0,46 vs 65,,,
103
+ composition,l1 | DC,2,142,0.0334883,0.0282771,1.18429,0.129658,0.0104307,-0.0021417,0.0,103 vs 31,0.00268027,-0.00837727,0.0,46 vs 65,,,
104
+ composition,l1 | Monocyte,2,142,0.180671,0.162058,1.11485,0.345914,0.0752795,-0.0139122,0.0,103 vs 31,0.057866,-0.0146411,0.0,46 vs 65,,,
105
+ composition,l1 | NK cell,2,142,0.109371,0.163853,0.667492,0.212405,0.0186892,0.0140505,1.0,103 vs 31,0.0322198,0.0267692,1.0,46 vs 65,,,
106
+ composition,l1 | Other,2,142,0.0162394,0.0132478,1.22582,0.415302,0.0104094,0.00815722,1.0,103 vs 31,0.00833177,0.0135172,1.0,46 vs 65,,,
107
+ composition,l1 | T cell,2,142,0.559371,0.50954,1.0978,0.480682,-0.177924,-0.0746538,1.0,103 vs 31,-0.0762245,-0.02726,1.0,46 vs 65,,,
108
+ composition,l2 | ASDC,2,142,0.000441315,0.000635879,0.694023,0.0181511,0.00027268,0.000205962,1.0,103 vs 31,0.00017369,-3.13662e-05,0.0,46 vs 65,,,
109
+ composition,l2 | CD14 monocyte,2,142,0.0917512,0.0732173,1.25313,0.416227,0.060195,0.0205078,1.0,103 vs 31,0.0595438,-0.00954786,0.0,46 vs 65,,,
110
+ composition,l2 | CD16 monocyte,2,142,0.0457887,0.0559824,0.817914,0.369943,-0.00277002,-0.0265948,1.0,103 vs 31,-0.00981851,0.00743177,0.0,46 vs 65,,,
111
+ composition,l2 | CD56bright NK cell,2,142,0.0137418,0.0205658,0.668187,0.0547403,0.00120869,-0.00634849,0.0,103 vs 31,-0.000643478,-0.00880145,1.0,46 vs 65,,,
112
+ composition,l2 | CD56dim NK cell,2,142,0.0709437,0.107225,0.661634,0.203388,-0.000722205,-0.00850991,1.0,103 vs 31,0.0165043,0.01033,1.0,46 vs 65,,,
113
+ composition,l2 | CD8aa,2,142,0.0150751,0.0204028,0.738875,0.504987,-0.0068694,-0.00967982,1.0,103 vs 31,-0.00690167,-0.0092815,1.0,46 vs 65,,,
114
+ composition,l2 | DN T cell,2,142,0.0175164,0.00530143,3.3041,0.299266,0.00901827,0.00255266,1.0,103 vs 31,-0.00356499,-0.00180582,1.0,46 vs 65,,,
115
+ composition,l2 | Effector B cell,2,142,0.0251174,0.0099979,2.51226,0.204284,0.0168089,0.00365595,1.0,103 vs 31,-0.0112181,-0.000859184,1.0,46 vs 65,,,
116
+ composition,l2 | Erythrocyte,2,142,0.00255869,0.00371567,0.68862,0.300091,0.00117256,0.00281317,1.0,103 vs 31,0.000446823,0.00215227,1.0,46 vs 65,,,
117
+ composition,l2 | ILC,2,142,0.00415493,0.00146101,2.84388,0.119344,0.000620315,-0.000302344,0.0,103 vs 31,-0.000665552,-0.000293468,1.0,46 vs 65,,,
118
+ composition,l2 | Intermediate monocyte,2,142,0.0431315,0.0328586,1.31264,0.265186,0.0178545,-0.00782517,0.0,103 vs 31,0.00814069,-0.012525,0.0,46 vs 65,,,
119
+ composition,l2 | MAIT,2,142,0.00351643,0.00793804,0.442985,0.390484,-0.00280635,-0.00358465,1.0,103 vs 31,-0.00186377,-0.00386083,1.0,46 vs 65,,,
120
+ composition,l2 | Memory B cell,2,142,0.032939,0.0218168,1.5098,0.513903,0.0136152,0.000556188,1.0,103 vs 31,-0.0102535,-0.00238022,1.0,46 vs 65,,,
121
+ composition,l2 | Memory CD4 T cell,2,142,0.102005,0.120741,0.844823,0.411434,-0.0978342,0.0118604,0.0,103 vs 31,-0.0557891,-0.0758319,1.0,46 vs 65,,,
122
+ composition,l2 | Memory CD8 T cell,2,142,0.235812,0.190664,1.2368,0.577571,-0.0186343,-0.046537,1.0,103 vs 31,0.0265229,0.0835784,1.0,46 vs 65,,,
123
+ composition,l2 | Naive B cell,2,142,0.0266009,0.0586009,0.453934,0.556068,0.0187374,0.0409118,1.0,103 vs 31,-0.0145146,0.0132101,0.0,46 vs 65,,,
124
+ composition,l2 | Naive CD4 T cell,2,142,0.0523192,0.0552081,0.947673,0.453297,-0.0396148,-0.000616501,1.0,103 vs 31,-0.0305373,-0.012486,1.0,46 vs 65,,,
125
+ composition,l2 | Naive CD8 T cell,2,142,0.013831,0.0202432,0.683242,0.501017,-0.00849149,-0.00753222,1.0,103 vs 31,-0.010592,-0.0115205,1.0,46 vs 65,,,
126
+ composition,l2 | Plasma cell,2,142,0.0146479,0.0120993,1.21064,0.195414,0.0131306,0.0103342,1.0,103 vs 31,0.011666,0.00794842,1.0,46 vs 65,,,
127
+ composition,l2 | Platelet,2,142,0.00552582,0.00655979,0.842378,0.408632,0.00544399,0.00514295,1.0,103 vs 31,0.00647581,0.0118187,1.0,46 vs 65,,,
128
+ composition,l2 | Progenitor cell,2,142,0.004,0.00151138,2.64658,0.325154,0.00317256,0.000503439,1.0,103 vs 31,0.00207469,-0.000160222,0.0,46 vs 65,,,
129
+ composition,l2 | Proliferating NK cell,2,142,0.0246854,0.0360627,0.684514,0.553712,0.0182027,0.0289089,1.0,103 vs 31,0.016359,0.0252407,1.0,46 vs 65,,,
130
+ composition,l2 | Proliferating T cell,2,142,0.00677465,0.00532705,1.27175,0.487491,0.00615847,0.00331666,1.0,103 vs 31,0.00577503,0.00206143,1.0,46 vs 65,,,
131
+ composition,l2 | Transitional B cell,2,142,0.00155399,0.0205084,0.0757735,0.506533,0.000822842,0.0130419,1.0,103 vs 31,-0.000553177,-0.00792723,1.0,46 vs 65,,,
132
+ composition,l2 | Treg,2,142,0.0231033,0.0220566,1.04745,0.49119,-0.00905522,-0.00116581,1.0,103 vs 31,-0.00889275,-0.00781266,1.0,46 vs 65,,,
133
+ composition,l2 | cDC1,2,142,0.00195305,0.0014892,1.31148,0.0913017,0.00113644,-0.000241168,0.0,103 vs 31,-2.51951e-05,-0.000809797,1.0,46 vs 65,,,
134
+ composition,l2 | cDC2,2,142,0.0261127,0.0203201,1.28507,0.122187,0.0054346,-0.00325217,0.0,103 vs 31,0.000964994,-0.00927226,0.0,46 vs 65,,,
135
+ composition,l2 | gdT,2,142,0.0894178,0.0616582,1.45022,0.537391,-0.00979476,-0.0232675,1.0,103 vs 31,0.00961918,0.00969947,1.0,46 vs 65,,,
136
+ composition,l2 | pDC,2,142,0.00498122,0.00583199,0.85412,0.318805,0.00358701,0.00114568,1.0,103 vs 31,0.00156678,0.00173616,1.0,46 vs 65,,,
137
+ state,C1Q-high monocyte (reference),2,141,0.00937798,0.053603,0.174952,0.151964,0.00213495,0.032197,1.0,102 vs 31,-0.00130492,0.0385952,0.0,45 vs 65,,,
138
+ state,Cycling T/NK,2,142,0.00144924,0.00245615,0.590045,0.310602,0.00131332,0.00188912,1.0,103 vs 31,0.00146735,0.000714713,1.0,46 vs 65,,,
139
+ state,Cycling activated T (CD38/HLA-DR),2,142,0.00186648,0.0109599,0.1703,0.173065,0.00207064,0.00264209,1.0,103 vs 31,0.00185301,0.00154892,1.0,46 vs 65,,,
140
+ state,Proliferating T (label),2,142,0.0194053,0.0122036,1.59013,0.536902,0.0198265,0.00805034,1.0,103 vs 31,0.0138948,0.00597332,1.0,46 vs 65,,,
141
+ state,Plasmablast (label),2,142,0.0146479,0.0120993,1.21064,0.195414,0.0131306,0.0103342,1.0,103 vs 31,0.011666,0.00794842,1.0,46 vs 65,,,
142
+ state,Plasmablast (markers),2,142,0.0177183,0.0223085,0.794241,0.302022,0.0152778,0.0135985,1.0,103 vs 31,0.0128928,0.00915381,1.0,46 vs 65,,,
143
+ state,MS1 monocyte (IL1R2+),2,141,0.00298489,0.0242269,0.123205,0.511503,0.00384761,0.0301645,1.0,102 vs 31,0.00723191,0.0460152,1.0,45 vs 65,,,
144
+ state,Cycling monocyte (Ye 2026),2,141,0.00171697,0.0143867,0.119344,0.295802,0.00218154,0.00737682,1.0,102 vs 31,0.0043708,0.0108003,1.0,45 vs 65,,,
145
+ state,ISG-high monocyte (positive control),2,141,0.259825,0.320996,0.809435,0.782349,0.279328,0.310802,1.0,102 vs 31,0.267196,0.269935,1.0,45 vs 65,,,
146
+ state,ISG-high T,2,142,0.0812216,0.135917,0.597581,0.784236,0.105412,0.144469,1.0,103 vs 31,0.112604,0.160722,1.0,46 vs 65,,,
147
+ state,DN2 / ABC B,2,142,0.0215834,0.0381396,0.565906,-0.0883273,-0.00436754,0.0123607,0.0,103 vs 31,0.00123411,0.00675658,1.0,46 vs 65,,,
148
+ state,HSPC,2,142,0.0022723,0.00133147,1.70661,0.241306,0.00169266,0.000374666,1.0,103 vs 31,0.000849275,-0.0002582,0.0,46 vs 65,,,
149
+ state,Cytotoxic CD4 T,2,141,0.0525714,0.0495365,1.06127,0.306452,0.0151977,0.0120058,1.0,102 vs 31,0.0404095,0.06243,1.0,45 vs 65,,,
150
+ state,Granulocyte-like (LDG),2,142,5.6338e-05,0.00507968,0.0110909,0.0358289,8.76918e-06,-0.000421968,0.0,103 vs 31,9.54292e-05,0.00100415,1.0,46 vs 65,,,
151
+ state,Platelet signal in monocytes (negative control),2,141,0.0157856,0.02095,0.753488,0.0518573,0.00803393,0.00731865,1.0,102 vs 31,0.00764922,0.0151953,1.0,45 vs 65,,,
152
+ composition,l1 | B cell,3,145,0.0677241,0.123619,0.547846,0.615487,0.0368472,0.0720607,1.0,104 vs 31,-0.0261389,0.0146534,0.0,48 vs 66,,,
153
+ composition,l1 | DC,3,145,0.018308,0.031077,0.589119,0.329686,-0.000725186,-0.00650773,1.0,104 vs 31,-0.00397348,-0.005875,1.0,48 vs 66,,,
154
+ composition,l1 | Monocyte,3,145,0.209655,0.173811,1.20622,0.422453,0.0226274,-0.0189086,0.0,104 vs 31,0.0136919,-0.00317443,0.0,48 vs 66,,,
155
+ composition,l1 | NK cell,3,145,0.182662,0.167078,1.09328,0.251394,0.0637033,0.0265413,1.0,104 vs 31,0.138154,-0.0285641,0.0,48 vs 66,,,
156
+ composition,l1 | Other,3,145,0.00951724,0.0147441,0.645496,0.433171,0.00366212,0.00868221,1.0,104 vs 31,0.00611237,0.0148556,1.0,48 vs 66,,,
157
+ composition,l1 | T cell,3,145,0.512133,0.489671,1.04587,0.45241,-0.126115,-0.0818679,1.0,104 vs 31,-0.127846,0.00810455,0.0,48 vs 66,,,
158
+ composition,l2 | ASDC,3,145,0.00028046,0.000683102,0.410568,0.0171917,-0.000184243,7.33629e-05,0.0,104 vs 31,-8.83838e-05,-0.000154854,1.0,48 vs 66,,,
159
+ composition,l2 | CD14 monocyte,3,145,0.0999678,0.0826669,1.20929,0.477472,0.0234626,0.0202999,1.0,104 vs 31,0.0284268,0.00842213,1.0,48 vs 66,,,
160
+ composition,l2 | CD16 monocyte,3,145,0.0657057,0.0564023,1.16495,0.412573,-0.00510732,-0.0314567,1.0,104 vs 31,-0.0135985,-0.000566773,1.0,48 vs 66,,,
161
+ composition,l2 | CD56bright NK cell,3,145,0.0238529,0.0193849,1.23048,-0.0985133,0.00329487,-0.0065206,0.0,104 vs 31,0.00986616,-0.00939404,0.0,48 vs 66,,,
162
+ composition,l2 | CD56dim NK cell,3,145,0.124841,0.110399,1.13082,0.307026,0.0292086,0.00174865,1.0,104 vs 31,0.0836061,-0.0249648,0.0,48 vs 66,,,
163
+ composition,l2 | CD8aa,3,145,0.00727816,0.0197527,0.368465,0.32341,-0.00104156,-0.0111853,1.0,104 vs 31,-0.00179798,-0.00850055,1.0,48 vs 66,,,
164
+ composition,l2 | DN T cell,3,145,0.0119034,0.00518418,2.29611,0.313298,0.007634,0.00272432,1.0,104 vs 31,-0.00158838,-0.00159291,1.0,48 vs 66,,,
165
+ composition,l2 | Effector B cell,3,145,0.0103954,0.0110492,0.940832,0.233094,0.00383581,0.00441659,1.0,104 vs 31,-0.0100025,0.00305535,0.0,48 vs 66,,,
166
+ composition,l2 | Erythrocyte,3,145,0.000993103,0.00396039,0.250759,0.452838,-8.76758e-05,0.00205309,0.0,104 vs 31,0.00047601,0.00188536,1.0,48 vs 66,,,
167
+ composition,l2 | ILC,3,145,0.00192644,0.00152388,1.26417,0.0685861,-3.84615e-05,-0.000535024,1.0,104 vs 31,-0.000462121,-3.08579e-05,1.0,48 vs 66,,,
168
+ composition,l2 | Intermediate monocyte,3,145,0.0439816,0.034742,1.26595,0.34862,0.00427213,-0.00775185,0.0,104 vs 31,-0.00113636,-0.0110298,1.0,48 vs 66,,,
169
+ composition,l2 | MAIT,3,145,0.00384828,0.00712097,0.540415,0.355086,-0.00245079,-0.0024848,1.0,104 vs 31,-0.00121591,-0.0038882,1.0,48 vs 66,,,
170
+ composition,l2 | Memory B cell,3,145,0.0181655,0.0227131,0.799781,0.439865,-0.00143031,0.00300881,0.0,104 vs 31,-0.00917803,0.00456406,0.0,48 vs 66,,,
171
+ composition,l2 | Memory CD4 T cell,3,145,0.115214,0.108377,1.06308,0.388505,-0.0293646,-0.00711189,1.0,104 vs 31,-0.0712917,-0.0622759,1.0,48 vs 66,,,
172
+ composition,l2 | Memory CD8 T cell,3,145,0.180878,0.194208,0.931364,0.651344,-0.0905912,-0.0446711,1.0,104 vs 31,-0.0116881,0.102663,0.0,48 vs 66,,,
173
+ composition,l2 | Naive B cell,3,145,0.0290897,0.0568503,0.511688,0.589523,0.0232064,0.0408094,1.0,104 vs 31,-0.0102639,0.00982518,0.0,48 vs 66,,,
174
+ composition,l2 | Naive CD4 T cell,3,145,0.0510897,0.0515327,0.991403,0.442263,0.00734181,0.00623383,1.0,104 vs 31,-0.0161553,-0.0121371,1.0,48 vs 66,,,
175
+ composition,l2 | Naive CD8 T cell,3,145,0.0265931,0.0166578,1.59644,0.452511,0.0077196,-0.0021926,0.0,104 vs 31,-0.0201212,-0.0121824,1.0,48 vs 66,,,
176
+ composition,l2 | Plasma cell,3,145,0.00791724,0.0128885,0.614286,0.293247,0.00949297,0.0109264,1.0,104 vs 31,0.00444823,0.00550208,1.0,48 vs 66,,,
177
+ composition,l2 | Platelet,3,145,0.00369655,0.00722786,0.511431,0.400534,0.00113193,0.00604637,1.0,104 vs 31,0.00363131,0.0121739,1.0,48 vs 66,,,
178
+ composition,l2 | Progenitor cell,3,145,0.00290115,0.00203194,1.42777,0.127883,0.00265633,0.00111777,1.0,104 vs 31,0.00246717,0.000827186,1.0,48 vs 66,,,
179
+ composition,l2 | Proliferating NK cell,3,145,0.0339678,0.0372934,0.910826,0.491665,0.0311998,0.0313133,1.0,104 vs 31,0.0446818,0.00579476,1.0,48 vs 66,,,
180
+ composition,l2 | Proliferating T cell,3,145,0.0048092,0.00524817,0.916356,0.401667,0.00291625,0.00317606,1.0,104 vs 31,0.00057702,0.00208766,1.0,48 vs 66,,,
181
+ composition,l2 | Transitional B cell,3,145,0.00215632,0.0201177,0.107185,0.510132,0.00174235,0.0128994,1.0,104 vs 31,-0.00114268,-0.00829329,1.0,48 vs 66,,,
182
+ composition,l2 | Treg,3,145,0.0245563,0.020173,1.21729,0.347909,-0.00158168,-0.000980096,1.0,104 vs 31,-0.0113434,-0.00758379,1.0,48 vs 66,,,
183
+ composition,l2 | cDC1,3,145,0.0004,0.00163656,0.244415,-0.0934167,2.95699e-05,-0.000704176,0.0,104 vs 31,0.000142677,-0.000603382,0.0,48 vs 66,,,
184
+ composition,l2 | cDC2,3,145,0.0125379,0.0226045,0.554665,0.339264,-0.00160008,-0.00740004,1.0,104 vs 31,-0.00277525,-0.00709978,1.0,48 vs 66,,,
185
+ composition,l2 | gdT,3,145,0.0859632,0.0614167,1.39967,0.625632,-0.0266967,-0.0253763,1.0,104 vs 31,0.00677904,0.0115144,1.0,48 vs 66,,,
186
+ composition,l2 | pDC,3,145,0.00508966,0.00615283,0.827206,0.300228,0.00102957,0.00152312,1.0,104 vs 31,-0.00125253,0.00198302,0.0,48 vs 66,,,
187
+ state,C1Q-high monocyte (reference),3,144,0.0341094,0.0571551,0.596787,0.0681975,0.0157436,0.0298184,1.0,103 vs 31,0.00746511,0.0200953,1.0,47 vs 66,,,
188
+ state,Cycling T/NK,3,145,0.0013241,0.00276131,0.479519,0.0765185,0.000994376,0.00176803,1.0,104 vs 31,0.00035869,0.000427048,1.0,48 vs 66,,,
189
+ state,Cycling activated T (CD38/HLA-DR),3,145,0.0016904,0.012785,0.132217,0.0880342,0.00140261,0.00218957,1.0,104 vs 31,0.00186837,0.00180373,1.0,48 vs 66,,,
190
+ state,Proliferating T (label),3,145,0.0108521,0.0125784,0.86276,0.46118,0.00875712,0.0083304,1.0,104 vs 31,0.00493974,0.00471793,1.0,48 vs 66,,,
191
+ state,Plasmablast (label),3,145,0.00791724,0.0128885,0.614286,0.293247,0.00949297,0.0109264,1.0,104 vs 31,0.00444823,0.00550208,1.0,48 vs 66,,,
192
+ state,Plasmablast (markers),3,145,0.0113839,0.0265521,0.428738,0.418425,0.010488,0.014797,1.0,104 vs 31,0.00346086,0.00674918,1.0,48 vs 66,,,
193
+ state,MS1 monocyte (IL1R2+),3,144,0.00499233,0.0377931,0.132096,0.524037,0.00646087,0.0452366,1.0,103 vs 31,0.00661979,0.0663134,1.0,47 vs 66,,,
194
+ state,Cycling monocyte (Ye 2026),3,144,0.000775329,0.0247865,0.0312803,0.146165,0.00102551,0.0139274,1.0,103 vs 31,0.00142914,0.0218884,1.0,47 vs 66,,,
195
+ state,ISG-high monocyte (positive control),3,144,0.272311,0.414504,0.656956,0.852392,0.266561,0.370092,1.0,103 vs 31,0.187806,0.216387,1.0,47 vs 66,,,
196
+ state,ISG-high T,3,145,0.0464369,0.162651,0.2855,0.8086,0.0591055,0.175498,1.0,104 vs 31,0.043591,0.16361,1.0,48 vs 66,,,
197
+ state,DN2 / ABC B,3,145,0.0133544,0.0517432,0.258089,0.000756555,-0.000605068,0.00610078,0.0,104 vs 31,-0.00553992,0.00972954,0.0,48 vs 66,,,
198
+ state,HSPC,3,145,0.00191264,0.00185634,1.03033,0.176265,0.00170513,0.00091329,1.0,104 vs 31,0.00134091,0.000508787,1.0,48 vs 66,,,
199
+ state,Cytotoxic CD4 T,3,143,0.0498221,0.0535249,0.93082,0.180564,-0.014894,0.0158149,0.0,102 vs 31,0.0141765,0.0650579,1.0,46 vs 66,,,
200
+ state,Granulocyte-like (LDG),3,145,0.000174713,0.00700002,0.0249589,0.16959,9.76013e-05,-0.000512515,0.0,104 vs 31,0.000170455,0.0011072,1.0,48 vs 66,,,
201
+ state,Platelet signal in monocytes (negative control),3,144,0.00529491,0.0402932,0.13141,0.0263363,0.00284026,0.0151094,1.0,103 vs 31,0.0024442,0.0232823,1.0,47 vs 66,,,
202
+ composition,l1 | B cell,4,143,0.143935,0.123343,1.16694,0.573833,0.0650368,0.0722845,1.0,104 vs 31,-0.0165019,0.0109451,0.0,49 vs 63,,,
203
+ composition,l1 | DC,4,143,0.0230676,0.03105,0.742917,0.283347,-0.00239123,-0.00586787,1.0,104 vs 31,-0.00859864,-0.00434492,1.0,49 vs 63,,,
204
+ composition,l1 | Monocyte,4,143,0.171669,0.175679,0.977174,0.180696,0.0342914,-0.00910701,0.0,104 vs 31,-0.0229282,-0.00525052,1.0,49 vs 63,,,
205
+ composition,l1 | NK cell,4,143,0.13359,0.163061,0.819261,0.141393,0.00793073,0.0171564,1.0,104 vs 31,0.0156856,-0.0292911,0.0,49 vs 63,,,
206
+ composition,l1 | Other,4,143,0.0228065,0.0151779,1.50261,0.409849,0.0119018,0.008801,1.0,104 vs 31,0.0124701,0.0148272,1.0,49 vs 63,,,
207
+ composition,l1 | T cell,4,143,0.504932,0.491688,1.02694,0.370278,-0.116769,-0.083267,1.0,104 vs 31,0.019873,0.0131143,1.0,49 vs 63,,,
208
+ composition,l2 | ASDC,4,143,0.000433566,0.000667323,0.64971,0.117108,5.29363e-05,1.53938e-06,1.0,104 vs 31,-0.000178382,-5.51377e-05,1.0,49 vs 63,,,
209
+ composition,l2 | CD14 monocyte,4,143,0.0608811,0.0830709,0.732881,0.325667,0.0308724,0.0211147,1.0,104 vs 31,0.0243704,0.00427919,1.0,49 vs 63,,,
210
+ composition,l2 | CD16 monocyte,4,143,0.0726853,0.0577542,1.25853,0.244782,-0.00901261,-0.0232418,1.0,104 vs 31,-0.0431746,0.00163847,0.0,49 vs 63,,,
211
+ composition,l2 | CD56bright NK cell,4,143,0.0214592,0.0198926,1.07875,0.148812,-0.00421257,-0.00644151,1.0,104 vs 31,-0.00584127,-0.00892806,1.0,49 vs 63,,,
212
+ composition,l2 | CD56dim NK cell,4,143,0.0755804,0.108031,0.69962,0.213882,-0.0149249,-0.00476282,1.0,104 vs 31,0.00470446,-0.0248117,0.0,49 vs 63,,,
213
+ composition,l2 | CD8aa,4,143,0.0131841,0.01953,0.675071,0.398303,-0.0045304,-0.0121406,1.0,104 vs 31,-0.00204233,-0.00897635,1.0,49 vs 63,,,
214
+ composition,l2 | DN T cell,4,143,0.0180326,0.00543816,3.31595,0.310606,0.00683127,0.00281406,1.0,104 vs 31,-0.00290249,-0.00151623,1.0,49 vs 63,,,
215
+ composition,l2 | Effector B cell,4,143,0.0299907,0.0103734,2.89113,0.345371,0.020738,0.00429404,1.0,104 vs 31,-0.00117763,0.001087,0.0,49 vs 63,,,
216
+ composition,l2 | Erythrocyte,4,143,0.00267133,0.00400848,0.666419,0.0725746,0.000466294,0.0021406,1.0,104 vs 31,0.000973545,0.00189133,1.0,49 vs 63,,,
217
+ composition,l2 | ILC,4,143,0.00335664,0.00158085,2.12332,0.073878,0.000562448,-0.000543812,0.0,104 vs 31,0.000374906,-0.000257619,0.0,49 vs 63,,,
218
+ composition,l2 | Intermediate monocyte,4,143,0.0381026,0.0348539,1.09321,0.278992,0.0124316,-0.0069799,0.0,104 vs 31,-0.00412396,-0.0111682,1.0,49 vs 63,,,
219
+ composition,l2 | MAIT,4,143,0.00471329,0.00709019,0.664761,0.153261,-0.00147911,-0.00478352,1.0,104 vs 31,-0.00071353,-0.00249852,1.0,49 vs 63,,,
220
+ composition,l2 | Memory B cell,4,143,0.0515664,0.0221851,2.32438,0.572731,0.00564806,0.0027044,1.0,104 vs 31,-0.00776417,0.00263493,0.0,49 vs 63,,,
221
+ composition,l2 | Memory CD4 T cell,4,143,0.051669,0.11944,0.432595,0.320058,-0.0184012,-0.00561185,1.0,104 vs 31,-0.00239456,-0.0633486,1.0,49 vs 63,,,
222
+ composition,l2 | Memory CD8 T cell,4,143,0.260047,0.179274,1.45056,0.574998,-0.0875407,-0.0288659,1.0,104 vs 31,0.00712925,0.105115,1.0,49 vs 63,,,
223
+ composition,l2 | Naive B cell,4,143,0.0494685,0.0575251,0.859947,0.538277,0.028214,0.0407478,1.0,104 vs 31,-0.0132305,0.00939038,0.0,49 vs 63,,,
224
+ composition,l2 | Naive CD4 T cell,4,143,0.0191841,0.0560967,0.341983,0.25525,-0.0035213,-0.00498967,1.0,104 vs 31,-0.00173545,-0.0112427,1.0,49 vs 63,,,
225
+ composition,l2 | Naive CD8 T cell,4,143,0.00876457,0.0202303,0.433239,0.389219,-0.00224421,-0.00868087,1.0,104 vs 31,-0.00385336,-0.0109381,1.0,49 vs 63,,,
226
+ composition,l2 | Plasma cell,4,143,0.00880653,0.0131902,0.667655,0.432676,0.00880976,0.0113339,1.0,104 vs 31,0.00781859,0.00642935,1.0,49 vs 63,,,
227
+ composition,l2 | Platelet,4,143,0.0121492,0.00744211,1.63249,0.29393,0.00626964,0.00600551,1.0,104 vs 31,0.00575057,0.0119945,1.0,49 vs 63,,,
228
+ composition,l2 | Progenitor cell,4,143,0.00462937,0.00214646,2.15675,0.27906,0.00460339,0.00119871,1.0,104 vs 31,0.00537113,0.00119897,1.0,49 vs 63,,,
229
+ composition,l2 | Proliferating NK cell,4,143,0.0365501,0.035138,1.04019,0.45188,0.0270682,0.0283608,1.0,104 vs 31,0.0168224,0.00444863,1.0,49 vs 63,,,
230
+ composition,l2 | Proliferating T cell,4,143,0.0101585,0.00504824,2.01229,0.48341,0.00929901,0.00317954,1.0,104 vs 31,0.00860922,0.00228783,1.0,49 vs 63,,,
231
+ composition,l2 | Transitional B cell,4,143,0.00410256,0.0200697,0.204416,0.531684,0.00162696,0.0132044,1.0,104 vs 31,-0.00214815,-0.00859657,1.0,49 vs 63,,,
232
+ composition,l2 | Treg,4,143,0.0175385,0.0212606,0.824929,0.402864,-0.00500703,-0.00319001,1.0,104 vs 31,-0.00272562,-0.00583314,1.0,49 vs 63,,,
233
+ composition,l2 | cDC1,4,143,0.00144988,0.00160817,0.901574,0.0170703,-0.000249793,-0.000644129,1.0,104 vs 31,-0.000334089,-0.000700353,1.0,49 vs 63,,,
234
+ composition,l2 | cDC2,4,143,0.0170303,0.0222593,0.765086,0.317302,-0.00312262,-0.00690664,1.0,104 vs 31,-0.00738322,-0.00593749,1.0,49 vs 63,,,
235
+ composition,l2 | gdT,4,143,0.101641,0.0582805,1.744,0.52622,-0.0101758,-0.0209982,1.0,104 vs 31,0.0205019,0.0100651,1.0,49 vs 63,,,
236
+ composition,l2 | pDC,4,143,0.00415385,0.0065152,0.637562,0.222706,0.000928246,0.00168136,1.0,104 vs 31,-0.000702948,0.00234806,0.0,49 vs 63,,,
237
+ state,C1Q-high monocyte (reference),4,142,0.00329414,0.0564591,0.0583457,0.125545,0.00193579,0.0353084,1.0,103 vs 31,0.000255753,0.0338011,1.0,48 vs 63,,,
238
+ state,Cycling T/NK,4,143,0.00091505,0.00205251,0.44582,0.222537,0.000757636,0.00142899,1.0,104 vs 31,0.000474254,0.000533524,1.0,49 vs 63,,,
239
+ state,Cycling activated T (CD38/HLA-DR),4,143,0.00164595,0.00811236,0.202894,0.0506675,0.00123165,0.00180471,1.0,104 vs 31,0.000827611,0.000555631,1.0,49 vs 63,,,
240
+ state,Proliferating T (label),4,143,0.0236099,0.0121014,1.95101,0.507801,0.0234308,0.00809233,1.0,104 vs 31,0.0171736,0.00411646,1.0,49 vs 63,,,
241
+ state,Plasmablast (label),4,143,0.00880653,0.0131902,0.667655,0.432676,0.00880976,0.0113339,1.0,104 vs 31,0.00781859,0.00642935,1.0,49 vs 63,,,
242
+ state,Plasmablast (markers),4,143,0.0114545,0.0222814,0.514085,0.418871,0.0100957,0.014045,1.0,104 vs 31,0.00824187,0.00818142,1.0,49 vs 63,,,
243
+ state,MS1 monocyte (IL1R2+),4,142,0.00809021,0.0219507,0.368562,0.561138,0.0104549,0.0267279,1.0,103 vs 31,0.0126649,0.0350261,1.0,48 vs 63,,,
244
+ state,Cycling monocyte (Ye 2026),4,142,0.00163714,0.017586,0.0930938,0.25136,0.00159044,0.0113238,1.0,103 vs 31,0.00059033,0.0165764,1.0,48 vs 63,,,
245
+ state,ISG-high monocyte (positive control),4,142,0.228672,0.354316,0.645389,0.82278,0.233689,0.344076,1.0,103 vs 31,0.172504,0.225404,1.0,48 vs 63,,,
246
+ state,ISG-high T,4,143,0.0495329,0.113852,0.435064,0.762426,0.0623724,0.124811,1.0,104 vs 31,0.0517842,0.120047,1.0,49 vs 63,,,
247
+ state,DN2 / ABC B,4,143,0.0226679,0.0430385,0.526691,0.149808,0.00657451,0.00926174,1.0,104 vs 31,0.00908245,-0.000227169,0.0,49 vs 63,,,
248
+ state,HSPC,4,143,0.00263869,0.0017725,1.48869,0.166974,0.00264744,0.000838088,1.0,104 vs 31,0.00304611,0.000622247,1.0,49 vs 63,,,
249
+ state,Cytotoxic CD4 T,4,142,0.0955886,0.0404196,2.36491,0.0678791,0.0608929,0.0107433,1.0,103 vs 31,0.0585134,0.0486349,1.0,48 vs 63,,,
250
+ state,Granulocyte-like (LDG),4,143,0.000125874,0.00458144,0.0274748,0.100861,0.000132341,8.13327e-05,1.0,104 vs 31,8.76795e-05,0.000673754,1.0,49 vs 63,,,
251
+ state,Platelet signal in monocytes (negative control),4,142,0.024188,0.0240322,1.00648,0.06158,0.0108804,0.0107752,1.0,103 vs 31,0.00985325,0.0120318,1.0,48 vs 63,,,
252
+ composition,l1 | B cell,pooled,,0.0970842,0.123148,0.790223,0.58965,0.0441884,0.0719813,1.0,,-0.0259481,0.00973625,0.0,,5,5/5,0/5
253
+ composition,l1 | DC,pooled,,0.0270702,0.0300958,0.905755,0.229771,-0.00129257,-0.00540434,0.8,,-0.00421053,-0.00672786,0.8,,5,4/5,4/5
254
+ composition,l1 | Monocyte,pooled,,0.17625,0.169215,1.04223,0.334451,0.0282395,-0.017914,0.2,,0.0113875,-0.00766167,0.4,,5,1/5,2/5
255
+ composition,l1 | NK cell,pooled,,0.128159,0.168689,0.762858,0.222949,0.0277967,0.0249772,1.0,,0.0479703,-0.00923558,0.2,,5,5/5,1/5
256
+ composition,l1 | Other,pooled,,0.0177494,0.0139591,1.29117,0.440401,0.0115486,0.00780489,1.0,,0.011284,0.0130481,1.0,,5,5/5,5/5
257
+ composition,l1 | T cell,pooled,,0.553687,0.494894,1.11899,0.440957,-0.110481,-0.0814451,1.0,,-0.0404831,0.000840756,0.4,,5,5/5,2/5
258
+ composition,l2 | ASDC,pooled,,0.000437779,0.000670378,0.653068,0.029301,-1.44779e-05,9.79996e-05,0.6,,2.27942e-06,-9.76694e-05,0.6,,5,3/5,3/5
259
+ composition,l2 | CD14 monocyte,pooled,,0.0829007,0.0788211,1.05651,0.428565,0.032429,0.0186127,1.0,,0.0334257,-0.000727458,0.6,,5,5/5,3/5
260
+ composition,l2 | CD16 monocyte,pooled,,0.0559012,0.0563155,0.999479,0.353557,-0.0101041,-0.0288996,1.0,,-0.0218212,0.00474045,0.2,,5,5/5,1/5
261
+ composition,l2 | CD56bright NK cell,pooled,,0.0187259,0.0200779,0.936713,0.0578944,-0.000498255,-0.00621542,0.4,,-0.000518561,-0.00877263,0.8,,5,2/5,4/5
262
+ composition,l2 | CD56dim NK cell,pooled,,0.0811682,0.111035,0.73379,0.240739,0.00538412,-0.000540897,1.0,,0.0266599,-0.0124694,0.2,,5,5/5,1/5
263
+ composition,l2 | CD8aa,pooled,,0.0116725,0.0198454,0.588911,0.447315,-0.00405632,-0.0113198,1.0,,-0.00363,-0.00842765,1.0,,5,5/5,5/5
264
+ composition,l2 | DN T cell,pooled,,0.0154174,0.00530013,2.90283,0.300861,0.00821699,0.00270523,1.0,,-0.00184723,-0.00167228,0.8,,5,5/5,4/5
265
+ composition,l2 | Effector B cell,pooled,,0.0195093,0.010517,1.89639,0.280302,0.0110169,0.00408136,1.0,,-0.00673608,0.000720324,0.4,,5,5/5,2/5
266
+ composition,l2 | Erythrocyte,pooled,,0.00216134,0.00388007,0.562253,0.29066,0.000979942,0.00222304,0.8,,0.000810548,0.00187791,1.0,,5,4/5,5/5
267
+ composition,l2 | ILC,pooled,,0.00305915,0.00150202,2.04257,0.12295,0.000162837,-0.000522056,0.6,,-0.000542534,-0.000182576,0.8,,5,3/5,4/5
268
+ composition,l2 | Intermediate monocyte,pooled,,0.0374484,0.034078,1.09973,0.318268,0.00591457,-0.00762712,0.2,,-0.000216997,-0.0116747,0.6,,5,1/5,3/5
269
+ composition,l2 | MAIT,pooled,,0.00384404,0.00748594,0.516834,0.276898,-0.00205987,-0.00369301,1.0,,-0.00148473,-0.00343036,1.0,,5,5/5,5/5
270
+ composition,l2 | Memory B cell,pooled,,0.0339476,0.0221394,1.54387,0.543245,0.00405153,0.00198189,0.6,,-0.00964872,0.00101609,0.4,,5,3/5,2/5
271
+ composition,l2 | Memory CD4 T cell,pooled,,0.0989848,0.115238,0.868197,0.374191,-0.0538439,-0.000836798,0.8,,-0.0473406,-0.0639139,1.0,,5,4/5,5/5
272
+ composition,l2 | Memory CD8 T cell,pooled,,0.239276,0.187533,1.28021,0.598764,-0.0321848,-0.0394206,0.6,,0.0311104,0.0939128,0.8,,5,3/5,4/5
273
+ composition,l2 | Naive B cell,pooled,,0.0326985,0.0576438,0.567754,0.576365,0.0195201,0.0418645,1.0,,-0.014044,0.0107905,0.0,,5,5/5,0/5
274
+ composition,l2 | Naive CD4 T cell,pooled,,0.0406507,0.0540665,0.757063,0.380958,-0.0106341,-0.000342342,1.0,,-0.0147416,-0.0117924,1.0,,5,5/5,5/5
275
+ composition,l2 | Naive CD8 T cell,pooled,,0.0176954,0.0189868,0.958385,0.443642,-0.00147931,-0.00681993,0.8,,-0.0105369,-0.0112315,1.0,,5,4/5,5/5
276
+ composition,l2 | Plasma cell,pooled,,0.00841761,0.0126264,0.677273,0.309272,0.00836329,0.0107398,1.0,,0.00601405,0.00554614,1.0,,5,5/5,5/5
277
+ composition,l2 | Platelet,pooled,,0.00924403,0.00670346,1.47016,0.377906,0.00809311,0.0051886,1.0,,0.00898095,0.0107706,1.0,,5,5/5,5/5
278
+ composition,l2 | Progenitor cell,pooled,,0.00328486,0.00187353,1.79745,0.2223,0.00231269,0.000915317,0.8,,0.00203502,0.000582193,0.6,,5,4/5,3/5
279
+ composition,l2 | Proliferating NK cell,pooled,,0.0282646,0.0375769,0.75902,0.525721,0.0229108,0.0317335,1.0,,0.0218289,0.0120065,1.0,,5,5/5,5/5
280
+ composition,l2 | Proliferating T cell,pooled,,0.007184,0.0052237,1.38018,0.416218,0.00631846,0.00338329,1.0,,0.00401405,0.00208481,1.0,,5,5/5,5/5
281
+ composition,l2 | Transitional B cell,pooled,,0.00251122,0.0202209,0.124437,0.475157,0.00123659,0.0133138,1.0,,-0.00153335,-0.00833677,1.0,,5,5/5,5/5
282
+ composition,l2 | Treg,pooled,,0.0232005,0.0211222,1.1016,0.408245,-0.00694789,-0.00155957,1.0,,-0.00819298,-0.0070487,1.0,,5,5/5,5/5
283
+ composition,l2 | cDC1,pooled,,0.001286,0.00155383,0.842786,0.00579837,-5.49305e-05,-0.00062614,0.6,,-0.000138569,-0.000676292,0.6,,5,3/5,3/5
284
+ composition,l2 | cDC2,pooled,,0.0198376,0.0217496,0.920015,0.246037,-0.0030111,-0.00640389,0.8,,-0.00320502,-0.00785422,0.8,,5,4/5,4/5
285
+ composition,l2 | gdT,pooled,,0.0957614,0.0600921,1.59772,0.566473,-0.0138099,-0.0235415,1.0,,0.0121664,0.0123599,1.0,,5,5/5,5/5
286
+ composition,l2 | pDC,pooled,,0.00550884,0.00612195,0.904466,0.294682,0.00178793,0.00152769,1.0,,-0.000869223,0.00190033,0.2,,5,5/5,1/5
287
+ state,C1Q-high monocyte (reference),pooled,,0.0142935,0.0559113,0.253428,0.066022,0.00395462,0.0343546,0.8,,0.000585272,0.0317594,0.6,,5,4/5,3/5
288
+ state,Cycling T/NK,pooled,,0.00100892,0.00247259,0.409026,0.219789,0.000860465,0.00168955,1.0,,0.000615438,0.000431142,0.8,,5,5/5,4/5
289
+ state,Cycling activated T (CD38/HLA-DR),pooled,,0.00151873,0.0107202,0.14499,0.0789173,0.00126803,0.00229153,1.0,,0.00103659,0.000940558,0.8,,5,5/5,4/5
290
+ state,Cycling monocyte (Ye 2026),pooled,,0.0013145,0.0181433,0.0797055,0.16314,0.00151081,0.0104725,1.0,,0.00193739,0.0150929,1.0,,5,5/5,5/5
291
+ state,Cytotoxic CD4 T,pooled,,0.0630541,0.0480038,1.38088,0.172645,0.0160088,0.0120538,0.6,,0.0318156,0.0586,1.0,,5,3/5,5/5
292
+ state,DN2 / ABC B,pooled,,0.0174613,0.0467275,0.388545,0.0346037,0.00105358,0.0083405,0.6,,0.00213478,0.00497754,0.4,,5,3/5,2/5
293
+ state,Granulocyte-like (LDG),pooled,,0.000111695,0.00568305,0.0199349,0.0995531,5.68741e-05,-0.000333163,0.4,,9.43464e-05,0.000990154,1.0,,5,2/5,5/5
294
+ state,HSPC,pooled,,0.00194237,0.00164773,1.20644,0.155484,0.00122464,0.000697952,0.8,,0.000968854,0.000278704,0.6,,5,4/5,3/5
295
+ state,ISG-high T,pooled,,0.0667087,0.13916,0.484496,0.775982,0.0876913,0.152886,1.0,,0.073864,0.144825,1.0,,5,5/5,5/5
296
+ state,ISG-high monocyte (positive control),pooled,,0.257391,0.365492,0.708443,0.821789,0.278787,0.356427,1.0,,0.20577,0.236357,1.0,,5,5/5,5/5
297
+ state,MS1 monocyte (IL1R2+),pooled,,0.0040679,0.0274725,0.159115,0.470255,0.00504089,0.0335625,1.0,,0.00692171,0.0480267,1.0,,5,5/5,5/5
298
+ state,Plasmablast (label),pooled,,0.00841761,0.0126264,0.677273,0.309272,0.00836329,0.0107398,1.0,,0.00601405,0.00554614,1.0,,5,5/5,5/5
299
+ state,Plasmablast (markers),pooled,,0.0120799,0.023875,0.514039,0.345559,0.00971666,0.0141848,1.0,,0.0057452,0.00670645,1.0,,5,5/5,5/5
300
+ state,Platelet signal in monocytes (negative control),pooled,,0.01378,0.0271215,0.565064,0.0495491,0.00815872,0.00981049,1.0,,0.0080416,0.0151056,1.0,,5,5/5,5/5
301
+ state,Proliferating T (label),pooled,,0.0160704,0.012468,1.29651,0.486311,0.0154662,0.00858842,1.0,,0.00900183,0.00492147,1.0,,5,5/5,5/5
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