Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261006T033847Z-bulkonly-lora5-k4000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_k4000_20261006/analysis/compare_k1000/imperial_eskd/per_feature.csv

@@ -0,0 +1,251 @@
+kind,feature,draw,n_samples_k1000,gen_mean_k1000,obs_mean_k1000,ratio_k1000,spearman_k1000,log2_ratio_k1000,level_ok_k1000,COVID+ vs COVID-: ok_k1000,COVID+ vs COVID-: same sign_k1000,severe/critical vs mild/moderate (COVID+): ok_k1000,severe/critical vs mild/moderate (COVID+): same sign_k1000,n_samples_k4000,gen_mean_k4000,obs_mean_k4000,ratio_k4000,spearman_k4000,log2_ratio_k4000,level_ok_k4000,COVID+ vs COVID-: ok_k4000,COVID+ vs COVID-: same sign_k4000,severe/critical vs mild/moderate (COVID+): ok_k4000,severe/critical vs mild/moderate (COVID+): same sign_k4000
+composition,l1 | B cell,0,142.0,0.0678169,0.126236,0.537223,0.657889,-0.8964070230415452,True,False,True,False,False,142.0,0.0711408,0.126236,0.563554,0.673601,-0.827374238172888,True,False,True,False,False
+composition,l1 | DC,0,142.0,0.0276479,0.0297933,0.927989,0.232483,-0.1078203905469132,False,True,True,True,True,142.0,0.029784,0.0297933,0.999688,0.234123,-0.00045019108621929636,False,True,True,True,True
+composition,l1 | Monocyte,0,142.0,0.178305,0.164524,1.08376,0.390237,0.11604530545066191,True,True,True,False,True,142.0,0.18107,0.164524,1.10057,0.447691,0.1382509084654385,True,True,True,False,True
+composition,l1 | NK cell,0,142.0,0.138756,0.173393,0.80024,0.204256,-0.32149535128339124,False,True,True,False,False,142.0,0.141582,0.173393,0.81654,0.308163,-0.2924045337934221,True,True,True,False,False
+composition,l1 | Other,0,142.0,0.0282723,0.0126964,2.22679,0.5047,1.1549655095204423,False,False,True,False,True,142.0,0.0281221,0.0126964,2.21496,0.569867,1.147280645361465,False,False,True,True,True
+composition,l1 | T cell,0,142.0,0.559202,0.493357,1.13346,0.488903,0.180733479018811,True,True,True,False,False,142.0,0.5483,0.493357,1.11137,0.525747,0.15233920223442352,True,True,True,False,True
+composition,l2 | ASDC,0,142.0,0.000464789,0.000667312,0.696509,-0.0496099,-0.5217861000343027,False,False,False,False,False,142.0,0.000455399,0.000667312,0.682438,-0.0753723,-0.5512301128190914,False,False,False,False,False
+composition,l2 | CD14 monocyte,0,142.0,0.0815493,0.0786606,1.03672,0.484864,0.05202629997844064,True,True,True,False,True,142.0,0.0810376,0.0786606,1.03022,0.502689,0.042952452959456065,True,True,True,False,True
+composition,l2 | CD16 monocyte,0,142.0,0.0643052,0.0521698,1.23261,0.367217,0.3017164006584648,True,True,True,False,False,142.0,0.0691878,0.0521698,1.3262,0.393658,0.4072983601037884,True,True,True,False,False
+composition,l2 | CD56bright NK cell,0,142.0,0.0203192,0.0202299,1.00442,-0.0339289,0.006362660935856522,False,False,False,False,True,142.0,0.0215869,0.0202299,1.06708,-0.0435817,0.09366834043296057,False,False,False,False,False
+composition,l2 | CD56dim NK cell,0,142.0,0.0880235,0.11322,0.777456,0.180636,-0.36316706643260493,False,False,True,False,False,142.0,0.089784,0.11322,0.793006,0.257409,-0.33459631327399975,False,False,True,False,False
+composition,l2 | CD8aa,0,142.0,0.0133474,0.0191244,0.697926,0.464339,-0.5188540170378122,True,False,True,True,True,142.0,0.014,0.0191244,0.732049,0.509373,-0.44998787576185634,True,False,True,True,True
+composition,l2 | DN T cell,0,142.0,0.0157606,0.00546797,2.88234,0.248657,1.5272405254440218,False,False,True,False,False,142.0,0.0165399,0.00546797,3.02487,0.287153,1.5968731409375003,False,False,True,True,True
+composition,l2 | Effector B cell,0,142.0,0.00948357,0.0113725,0.833904,0.351999,-0.2620467863921077,True,True,True,False,False,142.0,0.00976526,0.0113725,0.858674,0.373708,-0.21981758616793998,True,True,True,False,False
+composition,l2 | Erythrocyte,0,142.0,0.0034554,0.0037526,0.920801,0.302734,-0.11903869463370738,True,True,True,True,True,142.0,0.00364319,0.0037526,0.970844,0.350079,-0.04268859997133929,True,True,True,True,True
+composition,l2 | ILC,0,142.0,0.00299061,0.00144767,2.0658,0.252622,1.0467005867416224,False,False,True,False,True,142.0,0.00320657,0.00144767,2.21498,0.318211,1.1472936721296914,False,True,True,False,True
+composition,l2 | Intermediate monocyte,0,142.0,0.0324507,0.0336937,0.963108,0.406287,-0.054230508316031566,True,True,True,False,True,142.0,0.0308451,0.0336937,0.915454,0.44279,-0.12744070000531912,True,True,True,True,True
+composition,l2 | MAIT,0,142.0,0.00400469,0.00756601,0.529301,0.192077,-0.9178397152510975,False,False,True,True,True,142.0,0.00379812,0.00756601,0.501998,0.344901,-0.9942464785117723,True,False,True,False,True
+composition,l2 | Memory B cell,0,142.0,0.0265915,0.023005,1.1559,0.604789,0.2090165918312567,True,True,True,False,False,142.0,0.0295352,0.023005,1.28386,0.642385,0.36048789068626846,True,True,True,False,False
+composition,l2 | Memory CD4 T cell,0,142.0,0.0872535,0.117056,0.745403,0.408999,-0.4239074694395784,True,False,True,True,True,142.0,0.084939,0.117056,0.72563,0.449867,-0.46269399189230803,True,False,True,True,True
+composition,l2 | Memory CD8 T cell,0,142.0,0.255775,0.186392,1.37224,0.604439,0.4565328259198848,True,False,False,True,True,142.0,0.248798,0.186392,1.33481,0.656063,0.4166343999160343,True,False,False,True,True
+composition,l2 | Naive B cell,0,142.0,0.0263521,0.0580814,0.45371,0.580109,-1.1401576371131439,False,False,True,False,False,142.0,0.0260376,0.0580814,0.448294,0.578251,-1.157482904506507,False,False,True,False,False
+composition,l2 | Naive CD4 T cell,0,142.0,0.0311221,0.054277,0.573394,0.353996,-0.8024012866038932,True,False,True,True,True,142.0,0.03623,0.054277,0.667503,0.405443,-0.583153774079086,True,False,True,True,True
+composition,l2 | Naive CD8 T cell,0,142.0,0.018892,0.0189901,0.994837,0.399359,-0.007467929588422652,True,False,True,True,True,142.0,0.0198638,0.0189901,1.04601,0.499211,0.06489664401453597,True,False,True,True,True
+composition,l2 | Plasma cell,0,142.0,0.00310798,0.0134829,0.230514,0.281942,-2.117073721164562,False,False,True,False,True,142.0,0.00335211,0.0134829,0.24862,0.284151,-2.0079857375950163,False,False,True,False,True
+composition,l2 | Platelet,0,142.0,0.0200188,0.00547651,3.65539,0.411101,1.8700253380654726,False,False,True,False,True,142.0,0.0190986,0.00547651,3.48737,0.471623,1.8021394380598281,False,False,True,False,True
+composition,l2 | Progenitor cell,0,142.0,0.00180751,0.00201965,0.894962,0.0625757,-0.16010166790199273,False,False,False,False,True,142.0,0.00217371,0.00201965,1.07628,0.0229597,0.10605345155756207,False,False,False,False,False
+composition,l2 | Proliferating NK cell,0,142.0,0.0304131,0.0399429,0.761415,0.592939,-0.39324510337902874,True,True,True,False,True,142.0,0.0302113,0.0399429,0.756361,0.636544,-0.4028531189042353,True,True,True,False,True
+composition,l2 | Proliferating T cell,0,142.0,0.00740376,0.00538635,1.37454,0.353508,0.45894889081737067,True,True,True,True,True,142.0,0.0064507,0.00538635,1.1976,0.350608,0.26014612650896735,True,True,True,True,True
+composition,l2 | Transitional B cell,0,142.0,0.00228169,0.0202943,0.11243,0.378469,-3.1529010497525456,False,False,True,False,True,142.0,0.0024507,0.0202943,0.120758,0.345152,-3.049809326712319,False,False,True,False,True
+composition,l2 | Treg,0,142.0,0.0217324,0.0213879,1.01611,0.405547,0.02305659095286083,True,False,True,True,True,142.0,0.021723,0.0213879,1.01567,0.463989,0.022431734100333018,True,False,True,True,True
+composition,l2 | cDC1,0,142.0,0.00167136,0.00144781,1.15441,0.02749,0.2071557022459088,False,True,True,True,True,142.0,0.00199531,0.00144781,1.37815,0.0271721,0.4627329217713896,False,True,True,True,True
+composition,l2 | cDC2,0,142.0,0.019493,0.0215331,0.905254,0.264332,-0.14360544840831865,False,True,True,True,True,142.0,0.0206103,0.0215331,0.957145,0.290112,-0.06319059657653892,False,True,True,True,True
+composition,l2 | gdT,0,142.0,0.103911,0.0577099,1.80057,0.633281,0.8484536876647056,True,False,True,True,True,142.0,0.0959577,0.0577099,1.66276,0.678179,0.7335799474604471,True,False,True,True,True
+composition,l2 | pDC,0,142.0,0.00601878,0.00614509,0.979445,0.264005,-0.0299636135788567,False,False,True,False,False,142.0,0.006723,0.00614509,1.09404,0.137891,0.12966548652779483,False,False,False,False,False
+state,C1Q-high monocyte (reference),0,141.0,0.019417,0.0567211,0.342325,-0.0149528,-1.5465614386512399,False,False,False,False,False,141.0,0.0212533,0.0560153,0.379419,0.078128,-1.3981361691178473,False,False,False,False,False
+state,Cycling T/NK,0,142.0,0.000567075,0.00243256,0.233118,0.189655,-2.1008676896992515,False,False,True,False,False,142.0,0.000471813,0.00236014,0.199909,0.281342,-2.3225846705132516,False,False,True,False,True
+state,Cycling activated T (CD38/HLA-DR),0,142.0,0.00109659,0.0104447,0.10499,0.0965208,-3.2516761730669184,False,False,True,False,False,142.0,0.00115811,0.010225,0.113263,0.131167,-3.1422514467424216,False,False,True,False,False
+state,Proliferating T (label),0,142.0,0.0141273,0.0130241,1.0847,0.473545,0.11729608565724152,True,True,True,True,True,142.0,0.0123765,0.0130241,0.950277,0.456529,-0.07357998325818942,True,True,True,True,True
+state,Plasmablast (label),0,142.0,0.00310798,0.0134829,0.230514,0.281942,-2.117073721164562,False,False,True,False,True,142.0,0.00335211,0.0134829,0.24862,0.284151,-2.0079857375950163,False,False,True,False,True
+state,Plasmablast (markers),0,142.0,0.00685446,0.0249923,0.274263,0.212803,-1.866368089241456,False,False,True,False,True,142.0,0.00725822,0.024594,0.295121,0.213506,-1.7606215122471547,False,False,True,False,True
+state,MS1 monocyte (IL1R2+),0,141.0,0.00135673,0.0304686,0.0445288,0.407618,-4.489117456443857,False,False,True,False,True,141.0,0.000832727,0.0304916,0.02731,0.27536,-5.1944268756715255,False,False,True,False,True
+state,Cycling monocyte (Ye 2026),0,141.0,0.000608661,0.0190203,0.0320005,0.00235459,-4.965761742728182,False,False,True,False,True,141.0,0.000847563,0.0201695,0.042022,0.0784821,-4.572711362332616,False,False,True,False,True
+state,ISG-high monocyte (positive control),0,141.0,0.264385,0.388944,0.67975,0.842491,-0.5569238486373271,True,True,True,True,True,141.0,0.264729,0.378922,0.698638,0.866879,-0.5173829796086516,True,True,True,True,True
+state,ISG-high T,0,142.0,0.0822837,0.139979,0.587831,0.800818,-0.766526651571865,True,True,True,True,True,142.0,0.0772457,0.138835,0.556387,0.792666,-0.8458393832290577,True,True,True,True,True
+state,DN2 / ABC B,0,142.0,0.0116075,0.0511782,0.226806,0.112495,-2.1404692885765866,False,True,True,False,False,142.0,0.00983078,0.0511782,0.192089,0.0623265,-2.380153189625878,False,False,True,False,True
+state,HSPC,0,142.0,0.00101408,0.00175184,0.578867,-0.0531538,-0.7886961810107875,False,False,False,False,False,142.0,0.00126761,0.00173561,0.730353,0.0669355,-0.45333416752886,False,False,False,False,False
+state,Cytotoxic CD4 T,0,140.0,0.0837021,0.0438145,1.91038,0.0591918,0.9338596380449962,False,False,True,True,True,140.0,0.0754063,0.0450684,1.67315,0.0830784,0.7425667905976563,False,False,True,True,True
+state,Granulocyte-like (LDG),0,142.0,0.00015493,0.00537085,0.0288464,0.119245,-5.11546490647478,False,False,False,False,True,142.0,0.000112676,0.00516365,0.021821,0.0770997,-5.518138971615364,False,False,False,False,False
+state,Platelet signal in monocytes (negative control),0,141.0,0.0136535,0.0277841,0.491415,0.115153,-1.0249861995492449,False,True,True,True,True,141.0,0.0148291,0.0265256,0.559046,0.256773,-0.8389610976122929,False,False,True,True,True
+composition,l1 | B cell,1,143.0,0.105086,0.119516,0.879265,0.542132,-0.18563005287752782,True,False,True,False,False,143.0,0.119161,0.119516,0.997028,0.576282,-0.004294073820644006,True,True,True,False,False
+composition,l1 | DC,1,143.0,0.0328392,0.0302815,1.08446,0.173681,0.116976840593506,False,False,True,False,True,143.0,0.0349604,0.0302815,1.15451,0.265076,0.20728066933370662,False,False,True,True,True
+composition,l1 | Monocyte,1,143.0,0.140951,0.170001,0.82912,0.332952,-0.27034717425671745,True,False,False,False,False,143.0,0.154434,0.170001,0.908429,0.416841,-0.13855433260260788,True,False,False,False,False
+composition,l1 | NK cell,1,143.0,0.0764149,0.176062,0.434023,0.305296,-1.2041565980546463,False,False,True,False,False,143.0,0.069641,0.176062,0.395549,0.417068,-1.3380716702823137,False,False,True,False,False
+composition,l1 | Other,1,143.0,0.0119114,0.0139291,0.855144,0.438986,-0.22576071513060877,True,True,True,False,True,143.0,0.0122937,0.0139291,0.882589,0.380842,-0.1801863282491302,True,True,True,False,True
+composition,l1 | T cell,1,143.0,0.632797,0.490211,1.29087,0.412514,0.36834371807435135,True,True,True,False,False,143.0,0.60951,0.490211,1.24336,0.518732,0.3142440719485226,True,True,True,False,True
+composition,l2 | ASDC,1,143.0,0.000568765,0.000698275,0.814528,0.0436643,-0.29596380157938684,False,True,True,False,True,143.0,0.000610723,0.000698275,0.874616,0.0496272,-0.19327835393506715,False,True,True,True,True
+composition,l2 | CD14 monocyte,1,143.0,0.0803543,0.07649,1.05052,0.438594,0.07110362857559752,True,True,True,False,False,143.0,0.0944802,0.07649,1.2352,0.472657,0.30474465771863113,True,False,True,False,False
+composition,l2 | CD16 monocyte,1,143.0,0.031021,0.059269,0.523393,0.373271,-0.9340334653673267,True,False,True,False,False,143.0,0.0281911,0.059269,0.475647,0.366203,-1.07203681605962,False,False,True,False,False
+composition,l2 | CD56bright NK cell,1,143.0,0.0142564,0.0203163,0.701722,0.218362,-0.5110285011899058,False,True,True,True,True,143.0,0.0136737,0.0203163,0.673039,0.16903,-0.5712379890467315,False,True,True,True,True
+composition,l2 | CD56dim NK cell,1,143.0,0.0464522,0.116298,0.399423,0.298763,-1.3240106849132838,False,True,True,False,False,143.0,0.0413007,0.116298,0.355127,0.453003,-1.4935930434969547,False,True,True,False,False
+composition,l2 | CD8aa,1,143.0,0.00947786,0.0204169,0.464216,0.545535,-1.1071318463909858,False,False,True,False,True,143.0,0.00881585,0.0204169,0.431792,0.538843,-1.2115915807238968,False,False,True,False,True
+composition,l2 | DN T cell,1,143.0,0.0138741,0.00510891,2.71567,0.332475,1.4413081782981119,False,False,True,True,True,143.0,0.0148671,0.00510891,2.91004,0.289412,1.5410389838569345,False,False,True,True,True
+composition,l2 | Effector B cell,1,143.0,0.0225594,0.00979223,2.30381,0.266762,1.2040217396271202,False,False,True,False,True,143.0,0.025627,0.00979223,2.61708,0.27715,1.3879580259676125,False,False,True,False,True
+composition,l2 | Erythrocyte,1,143.0,0.00112821,0.00396321,0.284669,0.325064,-1.8126427004420296,False,False,True,False,True,143.0,0.00117949,0.00396321,0.297609,0.196562,-1.7485099392107812,False,False,True,False,True
+composition,l2 | ILC,1,143.0,0.00286713,0.00149668,1.91566,0.10032,0.9378415277542319,False,False,True,False,True,143.0,0.00296037,0.00149668,1.97796,0.105373,0.9840132509781461,False,True,True,False,True
+composition,l2 | Intermediate monocyte,1,143.0,0.0295758,0.0342417,0.863735,0.292255,-0.21133934364235127,False,False,False,False,False,143.0,0.0317622,0.0342417,0.927589,0.430675,-0.10844238329019236,True,False,False,False,True
+composition,l2 | MAIT,1,143.0,0.00313753,0.00771447,0.406707,0.293583,-1.2979382730610616,False,True,True,True,True,143.0,0.00305361,0.00771447,0.395829,0.305682,-1.3370507810781531,False,True,True,True,True
+composition,l2 | Memory B cell,1,143.0,0.0404755,0.0209773,1.9295,0.584939,0.9482270438791673,True,False,False,False,True,143.0,0.0472634,0.0209773,2.25308,0.533519,1.1718985401841795,False,False,False,False,True
+composition,l2 | Memory CD4 T cell,1,143.0,0.138783,0.110577,1.25508,0.341962,0.3277793258691488,True,False,True,True,True,143.0,0.128131,0.110577,1.15874,0.442897,0.21255688835444245,True,False,True,True,True
+composition,l2 | Memory CD8 T cell,1,143.0,0.263869,0.187126,1.41012,0.585466,0.49581793995624707,True,False,False,True,True,143.0,0.256909,0.187126,1.37292,0.662247,0.45724756214500084,True,False,False,True,True
+composition,l2 | Naive B cell,1,143.0,0.0319814,0.0571614,0.559492,0.617846,-0.8378105921804944,True,False,True,False,False,143.0,0.0366853,0.0571614,0.641784,0.668155,-0.6398402719369918,True,True,True,False,False
+composition,l2 | Naive CD4 T cell,1,143.0,0.0495385,0.0532178,0.930862,0.399986,-0.10336079033913714,True,True,True,True,True,143.0,0.0520979,0.0532178,0.978956,0.480053,-0.030684076742076172,True,False,True,False,True
+composition,l2 | Naive CD8 T cell,1,143.0,0.0203963,0.0188127,1.08417,0.476104,0.1165909918647219,True,False,True,True,True,143.0,0.02138,0.0188127,1.13646,0.591777,0.1845469064899492,True,False,True,True,True
+composition,l2 | Plasma cell,1,143.0,0.00760839,0.011471,0.663273,0.343082,-0.5923252959213432,True,True,True,False,True,143.0,0.00719814,0.011471,0.627509,0.293191,-0.6722919439319134,False,True,True,True,True
+composition,l2 | Platelet,1,143.0,0.00482984,0.00681103,0.70912,0.37533,-0.49589830838762344,True,True,True,True,True,143.0,0.00469464,0.00681103,0.68927,0.349656,-0.5368588705086995,True,True,True,False,True
+composition,l2 | Progenitor cell,1,143.0,0.00308625,0.00165821,1.86119,0.316827,0.8962253407629415,True,False,True,False,False,143.0,0.00345921,0.00165821,2.0861,0.343061,1.060808317036086,False,True,True,True,True
+composition,l2 | Proliferating NK cell,1,143.0,0.0157063,0.0394472,0.39816,0.538408,-1.3285798027597924,False,False,True,True,True,143.0,0.0146667,0.0394472,0.371805,0.613571,-1.4273819232671352,False,False,True,False,True
+composition,l2 | Proliferating T cell,1,143.0,0.00677389,0.00510869,1.32596,0.355013,0.4070372545816792,True,True,True,True,True,143.0,0.006662,0.00510869,1.30405,0.348758,0.38299918656985565,True,True,True,True,True
+composition,l2 | Transitional B cell,1,143.0,0.00246154,0.0201142,0.122378,0.448969,-3.0305838680955937,False,False,True,False,True,143.0,0.00238695,0.0201142,0.11867,0.518961,-3.0749728298444103,False,False,True,False,True
+composition,l2 | Treg,1,143.0,0.0290723,0.0207329,1.40223,0.393714,0.4877230060137516,True,False,True,True,True,143.0,0.027035,0.0207329,1.30396,0.405817,0.3828996144411204,True,False,True,True,True
+composition,l2 | cDC1,1,143.0,0.000955711,0.00158742,0.602052,-0.0134534,-0.7320399951079659,False,False,True,False,False,143.0,0.00114219,0.00158742,0.719526,0.0435155,-0.47488127533896274,False,False,True,True,True
+composition,l2 | cDC2,1,143.0,0.024014,0.0220312,1.09,0.187099,0.12432813500220177,False,True,True,False,True,143.0,0.0254965,0.0220312,1.15729,0.269017,0.21075042809044955,False,True,True,False,True
+composition,l2 | gdT,1,143.0,0.0978741,0.0613953,1.59416,0.509841,0.6727964346121447,True,True,True,True,True,143.0,0.0905594,0.0613953,1.47502,0.589412,0.5607345163085127,True,True,True,True,True
+composition,l2 | pDC,1,143.0,0.0073007,0.00596463,1.224,0.367666,0.2916035580305647,True,False,True,False,False,143.0,0.00771096,0.00596463,1.29278,0.278197,0.3704767841088976,False,False,True,False,False
+state,C1Q-high monocyte (reference),1,142.0,0.00526882,0.0556182,0.094732,-0.000644159,-3.4000043465196432,False,False,True,False,True,142.0,0.00299765,0.0559032,0.0536221,0.0306207,-4.221028469143921,False,False,True,False,False
+state,Cycling T/NK,1,143.0,0.00078916,0.00266043,0.296629,0.299635,-1.7532684447989295,False,False,True,True,True,143.0,0.000847861,0.00270298,0.313676,0.248196,-1.672652945066862,False,False,True,False,True
+state,Cycling activated T (CD38/HLA-DR),1,143.0,0.00129425,0.011299,0.114546,-0.0137015,-3.1260010149520774,False,False,True,False,True,143.0,0.00125486,0.0110701,0.113355,0.0735928,-3.1410800662602583,False,False,True,False,False
+state,Proliferating T (label),1,143.0,0.0123573,0.0124327,0.993932,0.452126,-0.008780941911247803,True,True,True,True,True,143.0,0.0132818,0.0124327,1.06829,0.472559,0.09530333688445393,True,True,True,False,True
+state,Plasmablast (label),1,143.0,0.00760839,0.011471,0.663273,0.343082,-0.5923252959213432,True,True,True,False,True,143.0,0.00719814,0.011471,0.627509,0.293191,-0.6722919439319134,False,True,True,True,True
+state,Plasmablast (markers),1,143.0,0.0129883,0.0232405,0.558866,0.375672,-0.8394256871499386,True,True,True,True,True,143.0,0.0125641,0.0230126,0.545966,0.375832,-0.8731169846922388,True,True,True,True,True
+state,MS1 monocyte (IL1R2+),1,142.0,0.00291535,0.022923,0.12718,0.34698,-2.975056280943113,False,False,True,False,True,142.0,0.00399222,0.0225857,0.176759,0.486444,-2.5001444205892986,False,False,True,False,True
+state,Cycling monocyte (Ye 2026),1,142.0,0.00183439,0.014937,0.122809,0.12002,-3.025511803075167,False,False,True,False,True,142.0,0.00128575,0.0141868,0.0906299,0.102954,-3.463869096840122,False,False,False,False,True
+state,ISG-high monocyte (positive control),1,142.0,0.261763,0.348699,0.750685,0.808934,-0.41372043917409956,True,True,True,True,True,142.0,0.254674,0.349228,0.729247,0.804964,-0.4555205487574304,True,True,True,True,True
+state,ISG-high T,1,143.0,0.0740685,0.143403,0.516507,0.723829,-0.9531401934313873,True,True,True,False,True,143.0,0.0706532,0.14196,0.497699,0.740007,-1.0066546065995552,False,True,True,False,True
+state,DN2 / ABC B,1,143.0,0.018093,0.049538,0.365235,-0.00171352,-1.453103071331518,False,False,True,True,True,143.0,0.0169483,0.049538,0.342128,0.0428334,-1.5473919147566941,False,True,True,True,True
+state,HSPC,1,143.0,0.00187413,0.0015265,1.22772,0.24603,0.2959815699329229,False,True,True,True,True,143.0,0.00202331,0.00151349,1.33685,0.292061,0.41883759826866485,False,True,True,True,True
+state,Cytotoxic CD4 T,1,142.0,0.0335861,0.0527238,0.63702,0.249138,-0.6505894265692689,False,False,False,False,True,142.0,0.0388403,0.0522327,0.743601,0.336191,-0.42739938448194364,True,True,True,False,True
+state,Granulocyte-like (LDG),1,143.0,4.662e-05,0.00638328,0.00730347,0.0722399,-7.097202209388538,False,False,True,False,True,143.0,2.7972e-05,0.00627569,0.00445721,0.0549221,-7.809643350002433,False,False,True,False,True
+state,Platelet signal in monocytes (negative control),1,142.0,0.00997786,0.0225478,0.44252,-0.00718078,-1.1761854346097569,False,True,True,False,True,142.0,0.0105074,0.0225097,0.466792,0.260119,-1.0991482589047141,False,True,True,False,True
+composition,l1 | B cell,2,142.0,0.100859,0.123023,0.819838,0.55891,-0.2865892335545735,True,True,True,False,False,142.0,0.118338,0.123023,0.961915,0.593928,-0.05601867957853115,True,True,True,False,False
+composition,l1 | DC,2,142.0,0.0334883,0.0282771,1.18429,0.129658,0.2440224005045452,False,False,False,False,False,142.0,0.0333239,0.0282771,1.17848,0.209612,0.23692727479880898,False,False,False,False,True
+composition,l1 | Monocyte,2,142.0,0.180671,0.162058,1.11485,0.345914,0.15684961255474666,True,False,False,False,False,142.0,0.186643,0.162058,1.1517,0.376513,0.2037649660186562,True,False,False,False,False
+composition,l1 | NK cell,2,142.0,0.109371,0.163853,0.667492,0.212405,-0.5831775489178683,False,True,True,True,True,142.0,0.0842535,0.163853,0.514201,0.317274,-0.9595956790105462,True,True,True,True,True
+composition,l1 | Other,2,142.0,0.0162394,0.0132478,1.22582,0.415302,0.29374714854535827,True,True,True,True,True,142.0,0.0159906,0.0132478,1.20703,0.36529,0.2714615338504842,True,True,True,False,True
+composition,l1 | T cell,2,142.0,0.559371,0.50954,1.0978,0.480682,0.13461524442510855,True,False,True,False,True,142.0,0.561451,0.50954,1.10188,0.509715,0.1399671160764501,True,False,True,True,True
+composition,l2 | ASDC,2,142.0,0.000441315,0.000635879,0.694023,0.0181511,-0.5269446202162369,False,True,True,False,False,142.0,0.00041784,0.000635879,0.657107,0.0238275,-0.6057997840042806,False,False,True,False,False
+composition,l2 | CD14 monocyte,2,142.0,0.0917512,0.0732173,1.25313,0.416227,0.32553608794526456,True,False,True,False,False,142.0,0.0995681,0.0732173,1.3599,0.417898,0.4435005670576922,True,False,True,False,False
+composition,l2 | CD16 monocyte,2,142.0,0.0457887,0.0559824,0.817914,0.369943,-0.28997893667887603,True,False,True,False,False,142.0,0.0446291,0.0559824,0.797199,0.428333,-0.3269881944142872,True,False,True,False,False
+composition,l2 | CD56bright NK cell,2,142.0,0.0137418,0.0205658,0.668187,0.0547403,-0.5816761804844222,False,False,False,False,True,142.0,0.0120892,0.0205658,0.587831,0.0537966,-0.766526651571865,False,False,True,False,True
+composition,l2 | CD56dim NK cell,2,142.0,0.0709437,0.107225,0.661634,0.203388,-0.5958947213651187,False,False,True,True,True,142.0,0.0515587,0.107225,0.480846,0.311375,-1.056353177212985,False,False,False,False,True
+composition,l2 | CD8aa,2,142.0,0.0150751,0.0204028,0.738875,0.504987,-0.43659777941119615,True,True,True,True,True,142.0,0.0126385,0.0204028,0.619449,0.519784,-0.6909425864938231,True,True,True,True,True
+composition,l2 | DN T cell,2,142.0,0.0175164,0.00530143,3.3041,0.299266,1.7242573512007233,False,False,True,True,True,142.0,0.0188263,0.00530143,3.55117,0.332895,1.8282944260548615,False,False,True,False,True
+composition,l2 | Effector B cell,2,142.0,0.0251174,0.0099979,2.51226,0.204284,1.3289857800336449,False,False,True,False,True,142.0,0.0269859,0.0099979,2.69916,0.207923,1.4325104989851407,False,False,True,False,True
+composition,l2 | Erythrocyte,2,142.0,0.00255869,0.00371567,0.68862,0.300091,-0.5382200123213822,True,False,True,False,True,142.0,0.00306573,0.00371567,0.82508,0.151972,-0.27739408461045456,False,False,True,False,True
+composition,l2 | ILC,2,142.0,0.00415493,0.00146101,2.84388,0.119344,1.5078605904645708,False,False,False,False,True,142.0,0.00378404,0.00146101,2.59002,0.0949933,1.3729632383710622,False,False,False,True,True
+composition,l2 | Intermediate monocyte,2,142.0,0.0431315,0.0328586,1.31264,0.265186,0.39247130204304026,False,False,False,False,False,142.0,0.042446,0.0328586,1.29178,0.336506,0.36936038896784423,True,False,False,False,False
+composition,l2 | MAIT,2,142.0,0.00351643,0.00793804,0.442985,0.390484,-1.1746702466533316,False,True,True,False,True,142.0,0.0031784,0.00793804,0.400402,0.440102,-1.320478914462518,False,True,True,False,True
+composition,l2 | Memory B cell,2,142.0,0.032939,0.0218168,1.5098,0.513903,0.5943574514586928,True,False,True,False,True,142.0,0.0407559,0.0218168,1.86809,0.52976,0.9015639622348778,True,False,True,False,True
+composition,l2 | Memory CD4 T cell,2,142.0,0.102005,0.120741,0.844823,0.411434,-0.24327898280670077,True,False,False,True,True,142.0,0.0819906,0.120741,0.679062,0.431043,-0.5583847928635362,True,False,False,True,True
+composition,l2 | Memory CD8 T cell,2,142.0,0.235812,0.190664,1.2368,0.577571,0.30661222437539787,True,False,True,False,True,142.0,0.248624,0.190664,1.30399,0.646627,0.3829328059142917,True,True,True,False,True
+composition,l2 | Naive B cell,2,142.0,0.0266009,0.0586009,0.453934,0.556068,-1.1394455436145474,False,False,True,False,False,142.0,0.0303239,0.0586009,0.517466,0.612031,-0.9504640211504116,True,False,True,False,False
+composition,l2 | Naive CD4 T cell,2,142.0,0.0523192,0.0552081,0.947673,0.453297,-0.07753876008975323,True,False,True,False,True,142.0,0.0541408,0.0552081,0.980668,0.494916,-0.02816329261371548,True,False,True,False,True
+composition,l2 | Naive CD8 T cell,2,142.0,0.013831,0.0202432,0.683242,0.501017,-0.5495314323860755,True,True,True,True,True,142.0,0.0159577,0.0202432,0.788302,0.545821,-0.3431796600862867,True,True,True,True,True
+composition,l2 | Plasma cell,2,142.0,0.0146479,0.0120993,1.21064,0.195414,0.2757699241338868,False,True,True,True,True,142.0,0.0188357,0.0120993,1.55675,0.221112,0.6385372792151854,False,True,True,False,True
+composition,l2 | Platelet,2,142.0,0.00552582,0.00655979,0.842378,0.408632,-0.24746033623664354,True,True,True,True,True,142.0,0.00521127,0.00655979,0.794426,0.394701,-0.33201525467812365,True,True,True,False,True
+composition,l2 | Progenitor cell,2,142.0,0.004,0.00151138,2.64658,0.325154,1.4041292639704759,False,False,True,False,False,142.0,0.00392958,0.00151138,2.59999,0.30792,1.3785060744159787,False,False,True,False,False
+composition,l2 | Proliferating NK cell,2,142.0,0.0246854,0.0360627,0.684514,0.553712,-0.5468480464297182,True,True,True,True,True,142.0,0.0206056,0.0360627,0.571383,0.614599,-0.8074699815751744,True,True,True,True,True
+composition,l2 | Proliferating T cell,2,142.0,0.00677465,0.00532705,1.27175,0.487491,0.3468150942005417,True,True,True,False,True,142.0,0.00698592,0.00532705,1.31141,0.465332,0.3911188011148888,True,True,True,False,True
+composition,l2 | Transitional B cell,2,142.0,0.00155399,0.0205084,0.0757735,0.506533,-3.7221628018410784,False,False,True,False,True,142.0,0.00143662,0.0205084,0.0700504,0.582174,-3.8354629010548376,False,False,True,False,True
+composition,l2 | Treg,2,142.0,0.0231033,0.0220566,1.04745,0.49119,0.06688137855594684,True,False,True,True,True,142.0,0.0224789,0.0220566,1.01915,0.500731,0.02736640511511363,True,False,True,True,True
+composition,l2 | cDC1,2,142.0,0.00195305,0.0014892,1.31148,0.0913017,0.3911958067482827,False,False,False,False,True,142.0,0.00230516,0.0014892,1.54793,0.240628,0.6303402318594122,False,False,False,True,True
+composition,l2 | cDC2,2,142.0,0.0261127,0.0203201,1.28507,0.122187,0.3618469476699692,False,False,False,False,False,142.0,0.0262817,0.0203201,1.29339,0.199369,0.3711573611717068,False,False,False,False,True
+composition,l2 | gdT,2,142.0,0.0894178,0.0616582,1.45022,0.537391,0.5362717752976912,True,False,True,True,True,142.0,0.0966291,0.0616582,1.56717,0.622976,0.648161685779979,True,False,True,True,True
+composition,l2 | pDC,2,142.0,0.00498122,0.00583199,0.85412,0.318805,-0.22748931866828392,True,False,True,True,True,142.0,0.00431925,0.00583199,0.740613,0.308996,-0.4332082214905299,True,True,True,True,True
+state,C1Q-high monocyte (reference),2,141.0,0.00937798,0.053603,0.174952,0.151964,-2.514968937748358,False,False,True,False,False,141.0,0.00691518,0.0539221,0.128244,0.101819,-2.963036765138738,False,False,True,False,True
+state,Cycling T/NK,2,142.0,0.00144924,0.00245615,0.590045,0.310602,-0.7611031085465199,True,True,True,False,True,142.0,0.00152827,0.00241855,0.631897,0.168015,-0.6622386784143351,False,True,True,False,True
+state,Cycling activated T (CD38/HLA-DR),2,142.0,0.00186648,0.0109599,0.1703,0.173065,-2.553849659870907,False,True,True,True,True,142.0,0.00191793,0.00983041,0.195101,0.229878,-2.357706922315392,False,True,True,True,True
+state,Proliferating T (label),2,142.0,0.0194053,0.0122036,1.59013,0.536902,0.6691447168860964,True,False,True,False,True,142.0,0.0191167,0.0122036,1.56648,0.546557,0.6475263502483778,True,False,True,True,True
+state,Plasmablast (label),2,142.0,0.0146479,0.0120993,1.21064,0.195414,0.2757699241338868,False,True,True,True,True,142.0,0.0188357,0.0120993,1.55675,0.221112,0.6385372792151854,False,True,True,False,True
+state,Plasmablast (markers),2,142.0,0.0177183,0.0223085,0.794241,0.302022,-0.33235125786037756,True,True,True,True,True,142.0,0.0212441,0.0215445,0.986059,0.287539,-0.020254123273171408,False,True,True,True,True
+state,MS1 monocyte (IL1R2+),2,141.0,0.00298489,0.0242269,0.123205,0.511503,-3.0208672891075428,False,False,True,False,True,141.0,0.00286181,0.0227322,0.125892,0.391581,-2.9897414871841455,False,False,True,False,True
+state,Cycling monocyte (Ye 2026),2,141.0,0.00171697,0.0143867,0.119344,0.295802,-3.0668020579007305,False,False,True,False,True,141.0,0.00172338,0.0153669,0.112149,0.373794,-3.1565113384977104,False,False,True,False,True
+state,ISG-high monocyte (positive control),2,141.0,0.259825,0.320996,0.809435,0.782349,-0.30501286234317476,True,True,True,True,True,141.0,0.241309,0.32044,0.753054,0.761403,-0.4091747734975744,True,True,True,True,True
+state,ISG-high T,2,142.0,0.0812216,0.135917,0.597581,0.784236,-0.7427938163076351,True,True,True,True,True,142.0,0.0739022,0.125266,0.589962,0.785654,-0.7613060627469463,True,True,True,True,True
+state,DN2 / ABC B,2,142.0,0.0215834,0.0381396,0.565906,-0.0883273,-0.8213656612582407,False,False,False,False,True,142.0,0.0179489,0.0380311,0.471953,0.0865351,-1.0832849006458252,False,False,True,False,False
+state,HSPC,2,142.0,0.0022723,0.00133147,1.70661,0.241306,0.7711334067250742,False,False,True,False,False,142.0,0.00247887,0.00134225,1.8468,0.171275,0.885027637499917,False,False,True,False,False
+state,Cytotoxic CD4 T,2,141.0,0.0525714,0.0495365,1.06127,0.306452,0.08579174212124442,True,True,True,True,True,141.0,0.0662182,0.0448095,1.47777,0.331617,0.5634217460197388,True,True,True,True,True
+state,Granulocyte-like (LDG),2,142.0,5.6338e-05,0.00507968,0.0110909,0.0358289,-6.494479748273902,False,False,False,False,True,142.0,4.22535e-05,0.00474219,0.00891012,0.0558834,-6.810339422809491,False,False,False,False,True
+state,Platelet signal in monocytes (negative control),2,141.0,0.0157856,0.02095,0.753488,0.0518573,-0.4083435591470069,False,True,True,True,True,141.0,0.0150772,0.0193955,0.777355,0.26033,-0.3633545004028235,False,True,True,True,True
+composition,l1 | B cell,3,145.0,0.0677241,0.123619,0.547846,0.615487,-0.8681576875777863,True,True,True,False,False,145.0,0.0696966,0.123619,0.563802,0.65916,-0.8267394992334368,True,False,True,False,False
+composition,l1 | DC,3,145.0,0.018308,0.031077,0.589119,0.329686,-0.7633690119874101,True,False,True,True,True,145.0,0.0206437,0.031077,0.664275,0.340159,-0.5901474752994457,True,True,True,True,True
+composition,l1 | Monocyte,3,145.0,0.209655,0.173811,1.20622,0.422453,0.27049306143610213,True,False,False,False,False,145.0,0.225361,0.173811,1.29659,0.482459,0.37472235123340203,True,False,False,False,False
+composition,l1 | NK cell,3,145.0,0.182662,0.167078,1.09328,0.251394,0.1286629370378264,False,False,True,False,False,145.0,0.171867,0.167078,1.02866,0.304925,0.04076621122173734,True,True,True,False,False
+composition,l1 | Other,3,145.0,0.00951724,0.0147441,0.645496,0.433171,-0.6315199393983413,True,False,True,False,True,145.0,0.00889655,0.0147441,0.603399,0.440437,-0.7288157893477858,True,False,True,False,True
+composition,l1 | T cell,3,145.0,0.512133,0.489671,1.04587,0.45241,0.06470353799886965,True,True,True,False,False,145.0,0.503536,0.489671,1.02831,0.523898,0.04027525290033841,True,True,True,False,False
+composition,l2 | ASDC,3,145.0,0.00028046,0.000683102,0.410568,0.0171917,-1.2843069078704108,False,False,False,True,True,145.0,0.000326437,0.000683102,0.477874,0.0267209,-1.0652978188105413,False,False,False,False,True
+composition,l2 | CD14 monocyte,3,145.0,0.0999678,0.0826669,1.20929,0.477472,0.27416025897229496,True,True,True,False,True,145.0,0.10789,0.0826669,1.30511,0.514038,0.3841714081488129,True,True,True,False,True
+composition,l2 | CD16 monocyte,3,145.0,0.0657057,0.0564023,1.16495,0.412573,0.22026803530870157,True,False,True,False,True,145.0,0.0702483,0.0564023,1.24549,0.434086,0.31671343827218545,True,False,True,False,True
+composition,l2 | CD56bright NK cell,3,145.0,0.0238529,0.0193849,1.23048,-0.0985133,0.29922120868164,False,False,False,False,False,145.0,0.0217701,0.0193849,1.12304,-0.104464,0.16740931400201942,False,False,False,False,False
+composition,l2 | CD56dim NK cell,3,145.0,0.124841,0.110399,1.13082,0.307026,0.17736930441690202,True,False,True,False,False,145.0,0.119039,0.110399,1.07826,0.380122,0.10870509597828819,True,False,True,False,False
+composition,l2 | CD8aa,3,145.0,0.00727816,0.0197527,0.368465,0.32341,-1.4404005087408291,False,False,True,False,True,145.0,0.0071908,0.0197527,0.364042,0.352804,-1.457823189253981,False,False,True,False,True
+composition,l2 | DN T cell,3,145.0,0.0119034,0.00518418,2.29611,0.313298,1.1991917590227874,False,False,True,True,True,145.0,0.0119494,0.00518418,2.30498,0.311004,1.204754232638996,False,False,True,True,True
+composition,l2 | Effector B cell,3,145.0,0.0103954,0.0110492,0.940832,0.233094,-0.08799096428771712,False,True,True,False,False,145.0,0.0100966,0.0110492,0.913785,0.264683,-0.13007333433184012,False,True,True,False,False
+composition,l2 | Erythrocyte,3,145.0,0.000993103,0.00396039,0.250759,0.452838,-1.9956266133027238,False,False,False,False,True,145.0,0.000841379,0.00396039,0.212449,0.141871,-2.2348115420031025,False,False,True,False,True
+composition,l2 | ILC,3,145.0,0.00192644,0.00152388,1.26417,0.0685861,0.3381904838200751,False,False,True,False,True,145.0,0.00184368,0.00152388,1.20986,0.0673096,0.2748401144492389,False,False,False,False,False
+composition,l2 | Intermediate monocyte,3,145.0,0.0439816,0.034742,1.26595,0.34862,0.3402204251639288,True,False,False,False,True,145.0,0.047223,0.034742,1.35925,0.388525,0.44281082813601463,True,False,False,False,False
+composition,l2 | MAIT,3,145.0,0.00384828,0.00712097,0.540415,0.355086,-0.8878603755803899,True,True,True,False,True,145.0,0.00432184,0.00712097,0.606917,0.29197,-0.7204288632101936,False,True,True,False,True
+composition,l2 | Memory B cell,3,145.0,0.0181655,0.0227131,0.799781,0.439865,-0.3223230867217801,True,False,False,False,False,145.0,0.0191034,0.0227131,0.841076,0.459285,-0.24969192595369546,True,False,False,False,False
+composition,l2 | Memory CD4 T cell,3,145.0,0.115214,0.108377,1.06308,0.388505,0.0882501681394549,True,False,True,True,True,145.0,0.101789,0.108377,0.939207,0.439675,-0.0904849338545886,True,False,True,True,True
+composition,l2 | Memory CD8 T cell,3,145.0,0.180878,0.194208,0.931364,0.651344,-0.10258297612317291,True,False,True,False,False,145.0,0.180745,0.194208,0.930677,0.708979,-0.10364754080038786,True,True,True,False,True
+composition,l2 | Naive B cell,3,145.0,0.0290897,0.0568503,0.511688,0.589523,-0.9666636949251647,True,True,True,False,False,145.0,0.0315402,0.0568503,0.554794,0.6417,-0.8499759096358189,True,True,True,False,False
+composition,l2 | Naive CD4 T cell,3,145.0,0.0510897,0.0515327,0.991403,0.442263,-0.012456470456191193,True,True,True,True,True,145.0,0.051131,0.0515327,0.992206,0.461565,-0.011288413463994701,True,False,True,True,True
+composition,l2 | Naive CD8 T cell,3,145.0,0.0265931,0.0166578,1.59644,0.452511,0.674858332219573,True,False,False,True,True,145.0,0.0300552,0.0166578,1.80427,0.41413,0.8514152468605617,True,False,False,False,True
+composition,l2 | Plasma cell,3,145.0,0.00791724,0.0128885,0.614286,0.293247,-0.7030175912220753,False,True,True,True,True,145.0,0.00677701,0.0128885,0.525818,0.298677,-0.9273645652055591,False,True,True,False,True
+composition,l2 | Platelet,3,145.0,0.00369655,0.00722786,0.511431,0.400534,-0.9673884837978313,True,False,True,False,True,145.0,0.00342989,0.00722786,0.474537,0.355322,-1.0754075152586156,False,False,True,False,True
+composition,l2 | Progenitor cell,3,145.0,0.00290115,0.00203194,1.42777,0.127883,0.5137635938036641,False,False,True,False,True,145.0,0.00278161,0.00203194,1.36894,0.263017,0.453059215332551,False,False,True,True,True
+composition,l2 | Proliferating NK cell,3,145.0,0.0339678,0.0372934,0.910826,0.491665,-0.13475262034773483,True,True,True,False,True,145.0,0.0310575,0.0372934,0.832787,0.485879,-0.2639805468815356,True,True,True,False,True
+composition,l2 | Proliferating T cell,3,145.0,0.0048092,0.00524817,0.916356,0.401667,-0.1260199074208735,True,True,True,False,True,145.0,0.00474023,0.00524817,0.903215,0.289214,-0.1468586492481964,False,True,True,True,True
+composition,l2 | Transitional B cell,3,145.0,0.00215632,0.0201177,0.107185,0.510132,-3.2218250728582523,False,False,True,False,True,145.0,0.00217931,0.0201177,0.108328,0.496522,-3.2065219042024196,False,False,True,False,True
+composition,l2 | Treg,3,145.0,0.0245563,0.020173,1.21729,0.347909,0.2836729081679274,True,True,True,True,True,145.0,0.0229701,0.020173,1.13866,0.334723,0.18733702752024334,True,True,True,True,True
+composition,l2 | cDC1,3,145.0,0.0004,0.00163656,0.244415,-0.0934167,-2.0325952673348437,False,False,False,False,False,145.0,0.000390805,0.00163656,0.238796,-0.125197,-2.066149424233118,False,False,True,False,True
+composition,l2 | cDC2,3,145.0,0.0125379,0.0226045,0.554665,0.339264,-0.8503114022698206,True,False,True,False,True,145.0,0.0145793,0.0226045,0.644974,0.351202,-0.6326870906725564,True,True,True,False,True
+composition,l2 | gdT,3,145.0,0.0859632,0.0614167,1.39967,0.625632,0.48508672325392427,True,True,True,True,True,145.0,0.0886437,0.0614167,1.44331,0.676292,0.5293812010278011,True,True,True,True,True
+composition,l2 | pDC,3,145.0,0.00508966,0.00615283,0.827206,0.300228,-0.2736814448500222,True,True,True,False,False,145.0,0.00534713,0.00615283,0.869052,0.260884,-0.20248559115303252,False,False,True,False,False
+state,C1Q-high monocyte (reference),3,144.0,0.0341094,0.0571551,0.596787,0.0681975,-0.744711985634365,False,True,True,False,True,144.0,0.0339679,0.0571551,0.59431,0.145917,-0.7507124386081109,False,True,True,False,True
+state,Cycling T/NK,3,145.0,0.0013241,0.00276131,0.479519,0.0765185,-1.0603401145496663,False,True,True,True,True,145.0,0.0011375,0.00267569,0.425126,0.215802,-1.2340376003797808,False,True,True,False,False
+state,Cycling activated T (CD38/HLA-DR),3,145.0,0.0016904,0.012785,0.132217,0.0880342,-2.9190204094267376,False,True,True,True,True,145.0,0.00188708,0.0126151,0.149589,0.268772,-2.7409240040797354,False,True,True,False,True
+state,Proliferating T (label),3,145.0,0.0108521,0.0125784,0.86276,0.46118,-0.21296880427142886,True,True,True,True,True,145.0,0.0103217,0.0125784,0.820591,0.433096,-0.2852647636237332,True,True,True,True,True
+state,Plasmablast (label),3,145.0,0.00791724,0.0128885,0.614286,0.293247,-0.7030175912220753,False,True,True,True,True,145.0,0.00677701,0.0128885,0.525818,0.298677,-0.9273645652055591,False,True,True,False,True
+state,Plasmablast (markers),3,145.0,0.0113839,0.0265521,0.428738,0.418425,-1.2218318028037012,False,True,True,True,True,145.0,0.0105793,0.0265521,0.398435,0.394249,-1.3275837102610817,False,True,True,False,True
+state,MS1 monocyte (IL1R2+),3,144.0,0.00499233,0.0377931,0.132096,0.524037,-2.92034131390092,False,False,True,False,True,144.0,0.00473892,0.0377931,0.125391,0.461586,-2.9954942931695197,False,False,True,False,True
+state,Cycling monocyte (Ye 2026),3,144.0,0.000775329,0.0247865,0.0312803,0.146165,-4.998601840606544,False,False,True,False,True,144.0,0.000751355,0.0247865,0.0303131,0.148815,-5.043914791432291,False,False,True,False,True
+state,ISG-high monocyte (positive control),3,144.0,0.272311,0.414504,0.656956,0.852392,-0.6061313464212014,True,True,True,True,True,144.0,0.272411,0.414504,0.657198,0.881284,-0.6056000050352732,True,True,True,True,True
+state,ISG-high T,3,145.0,0.0464369,0.162651,0.2855,0.8086,-1.8084373492992445,False,False,True,False,True,145.0,0.0464459,0.160358,0.289638,0.79423,-1.7876772009776591,False,False,True,False,True
+state,DN2 / ABC B,3,145.0,0.0133544,0.0517432,0.258089,0.000756555,-1.9540594411875007,False,False,False,False,False,145.0,0.0115758,0.0517432,0.223716,0.0245428,-2.160259654336594,False,False,False,False,False
+state,HSPC,3,145.0,0.00191264,0.00185634,1.03033,0.176265,0.04310648606192736,False,True,True,False,True,145.0,0.00182069,0.00185634,0.980797,0.17455,-0.027973528676512354,False,True,True,True,True
+state,Cytotoxic CD4 T,3,143.0,0.0498221,0.0535249,0.93082,0.180564,-0.10342588544316414,False,False,False,False,True,143.0,0.0617169,0.0535249,1.15305,0.239807,0.20545507429759716,False,False,False,False,True
+state,Granulocyte-like (LDG),3,145.0,0.000174713,0.00700002,0.0249589,0.16959,-5.324301837285908,False,False,False,False,True,145.0,0.000229885,0.00700002,0.0328406,0.270531,-4.928375704281509,False,False,False,False,True
+state,Platelet signal in monocytes (negative control),3,144.0,0.00529491,0.0402932,0.13141,0.0263363,-2.927853029261625,False,False,True,False,True,144.0,0.00461135,0.0402932,0.114445,0.146458,-3.127273660676832,False,False,True,False,True
+composition,l1 | B cell,4,143.0,0.143935,0.123343,1.16694,0.573833,0.2227303845861642,True,True,True,False,False,143.0,0.150326,0.123343,1.21876,0.61844,0.285414056311456,True,True,True,False,False
+composition,l1 | DC,4,143.0,0.0230676,0.03105,0.742917,0.283347,-0.4287270555597396,False,False,True,True,True,143.0,0.0241865,0.03105,0.778952,0.326133,-0.3603936645407711,True,False,True,True,True
+composition,l1 | Monocyte,4,143.0,0.171669,0.175679,0.977174,0.180696,-0.03331261704772753,False,False,False,False,True,143.0,0.172503,0.175679,0.981924,0.269261,-0.026316729274279405,False,False,False,False,True
+composition,l1 | NK cell,4,143.0,0.13359,0.163061,0.819261,0.141393,-0.2876049563058874,False,False,True,False,False,143.0,0.136769,0.163061,0.83876,0.250781,-0.253670033140077,False,True,True,False,False
+composition,l1 | Other,4,143.0,0.0228065,0.0151779,1.50261,0.409849,0.5874706086706326,True,True,True,True,True,143.0,0.0198182,0.0151779,1.30573,0.393656,0.3848566059718623,True,True,True,False,True
+composition,l1 | T cell,4,143.0,0.504932,0.491688,1.02694,0.370278,0.03835189321294221,True,True,True,True,True,143.0,0.496396,0.491688,1.00958,0.49132,0.013755235612757856,True,True,True,True,True
+composition,l2 | ASDC,4,143.0,0.000433566,0.000667323,0.64971,0.117108,-0.6221321843168834,False,False,True,False,True,143.0,0.000424242,0.000667323,0.635737,0.0830797,-0.6534980389193474,False,False,True,True,True
+composition,l2 | CD14 monocyte,4,143.0,0.0608811,0.0830709,0.732881,0.325667,-0.4483491320634147,True,True,True,False,True,143.0,0.0586946,0.0830709,0.706561,0.325331,-0.5011139758022966,True,True,True,False,True
+composition,l2 | CD16 monocyte,4,143.0,0.0726853,0.0577542,1.25853,0.244782,0.3317396069123786,False,False,True,False,False,143.0,0.0756737,0.0577542,1.31027,0.300585,0.38986413048363505,True,True,True,False,False
+composition,l2 | CD56bright NK cell,4,143.0,0.0214592,0.0198926,1.07875,0.148812,0.10936055940423044,False,True,True,True,True,143.0,0.0222191,0.0198926,1.11695,0.133049,0.1595646053677205,False,True,True,True,True
+composition,l2 | CD56dim NK cell,4,143.0,0.0755804,0.108031,0.69962,0.213882,-0.515356562791331,False,False,True,False,False,143.0,0.077035,0.108031,0.713084,0.36968,-0.4878560613522992,True,False,True,False,False
+composition,l2 | CD8aa,4,143.0,0.0131841,0.01953,0.675071,0.398303,-0.5668888505592261,True,False,True,False,True,143.0,0.0133566,0.01953,0.683903,0.407495,-0.5481363770022875,True,False,True,False,True
+composition,l2 | DN T cell,4,143.0,0.0180326,0.00543816,3.31595,0.310606,1.729422253125615,False,False,True,True,True,143.0,0.0186946,0.00543816,3.43768,0.276388,1.7814352563053342,False,False,True,True,True
+composition,l2 | Effector B cell,4,143.0,0.0299907,0.0103734,2.89113,0.345371,1.5316334812254226,False,False,True,False,False,143.0,0.0291049,0.0103734,2.80574,0.315484,1.4883813246777495,False,False,True,False,True
+composition,l2 | Erythrocyte,4,143.0,0.00267133,0.00400848,0.666419,0.0725746,-0.585498561508304,False,False,True,True,True,143.0,0.00238228,0.00400848,0.594311,0.0425135,-0.7507100110975067,False,False,True,False,True
+composition,l2 | ILC,4,143.0,0.00335664,0.00158085,2.12332,0.073878,1.086321812422457,False,False,False,False,False,143.0,0.0035711,0.00158085,2.25897,0.079545,1.1756651113070848,False,False,False,True,True
+composition,l2 | Intermediate monocyte,4,143.0,0.0381026,0.0348539,1.09321,0.278992,0.12857056190425914,False,False,False,False,True,143.0,0.0381352,0.0348539,1.09415,0.293854,0.1298105346768418,False,False,False,False,True
+composition,l2 | MAIT,4,143.0,0.00471329,0.00709019,0.664761,0.153261,-0.5890923498985913,False,False,True,False,True,143.0,0.00442424,0.00709019,0.623994,0.151722,-0.6803959379342325,False,False,True,False,True
+composition,l2 | Memory B cell,4,143.0,0.0515664,0.0221851,2.32438,0.572731,1.216845946238154,False,False,True,False,False,143.0,0.0541119,0.0221851,2.43911,0.516437,1.2863548228638895,False,False,True,False,False
+composition,l2 | Memory CD4 T cell,4,143.0,0.051669,0.11944,0.432595,0.320058,-1.2089111043837988,False,False,True,False,True,143.0,0.0479394,0.11944,0.401369,0.361302,-1.3169989013889984,False,False,True,False,False
+composition,l2 | Memory CD8 T cell,4,143.0,0.260047,0.179274,1.45056,0.574998,0.5366099714491737,True,False,True,False,True,143.0,0.249063,0.179274,1.38929,0.644351,0.47434777850749477,True,False,True,False,True
+composition,l2 | Naive B cell,4,143.0,0.0494685,0.0575251,0.859947,0.538277,-0.21768034808819212,True,True,True,False,False,143.0,0.0537436,0.0575251,0.934263,0.598458,-0.09809936145656818,True,True,True,False,False
+composition,l2 | Naive CD4 T cell,4,143.0,0.0191841,0.0560967,0.341983,0.25525,-1.548003484469976,False,True,True,False,True,143.0,0.0222517,0.0560967,0.396668,0.339614,-1.333996077800992,False,True,True,False,False
+composition,l2 | Naive CD8 T cell,4,143.0,0.00876457,0.0202303,0.433239,0.389219,-1.206764975269752,False,False,True,False,True,143.0,0.0111469,0.0202303,0.550997,0.455554,-0.8598836310762383,True,False,True,False,True
+composition,l2 | Plasma cell,4,143.0,0.00880653,0.0131902,0.667655,0.432676,-0.5828252891399813,True,True,True,True,True,143.0,0.00891841,0.0131902,0.676138,0.458066,-0.5646103637691101,True,True,True,True,True
+composition,l2 | Platelet,4,143.0,0.0121492,0.00744211,1.63249,0.29393,0.7070741544090134,False,True,True,False,True,143.0,0.00973427,0.00744211,1.308,0.263331,0.38736254083599553,False,True,True,False,True
+composition,l2 | Progenitor cell,4,143.0,0.00462937,0.00214646,2.15675,0.27906,1.108858955977648,False,False,True,False,True,143.0,0.00413054,0.00214646,1.92435,0.29599,0.9443712197639261,False,False,True,False,True
+composition,l2 | Proliferating NK cell,4,143.0,0.0365501,0.035138,1.04019,0.45188,0.056847073579575004,True,True,True,False,True,143.0,0.0375152,0.035138,1.06765,0.524813,0.09443877621907842,True,True,True,False,True
+composition,l2 | Proliferating T cell,4,143.0,0.0101585,0.00504824,2.01229,0.48341,1.0088382332811152,False,False,True,False,True,143.0,0.00926807,0.00504824,1.8359,0.403893,0.8764874784504467,True,False,True,False,True
+composition,l2 | Transitional B cell,4,143.0,0.00410256,0.0200697,0.204416,0.531684,-2.2904199719129417,False,False,True,False,True,143.0,0.00444755,0.0200697,0.221605,0.568539,-2.173937662084078,False,False,True,False,True
+composition,l2 | Treg,4,143.0,0.0175385,0.0212606,0.824929,0.402864,-0.2776581400814034,True,True,True,False,True,143.0,0.0179068,0.0212606,0.842252,0.433754,-0.24767614573248645,True,True,True,False,True
+composition,l2 | cDC1,4,143.0,0.00144988,0.00160817,0.901574,0.0170703,-0.14948218387137666,False,False,True,False,True,143.0,0.00161305,0.00160817,1.00304,-0.0481902,0.004379139998909308,False,True,True,True,True
+composition,l2 | cDC2,4,143.0,0.0170303,0.0222593,0.765086,0.317302,-0.38630617087283087,True,False,True,True,True,143.0,0.0178508,0.0222593,0.801947,0.393999,-0.3184212015535429,True,False,True,True,True
+composition,l2 | gdT,4,143.0,0.101641,0.0582805,1.744,0.52622,0.8024000401148393,True,False,True,False,True,143.0,0.102345,0.0582805,1.75608,0.558903,0.8123585698016846,True,True,True,True,True
+composition,l2 | pDC,4,143.0,0.00415385,0.0065152,0.637562,0.222706,-0.6493624505735406,False,True,True,False,False,143.0,0.00429837,0.0065152,0.659744,0.298918,-0.6000217697747829,False,True,True,False,False
+state,C1Q-high monocyte (reference),4,142.0,0.00329414,0.0564591,0.0583457,0.125545,-4.099229854617907,False,False,True,False,True,142.0,0.00270102,0.057064,0.0473331,0.0919894,-4.401006777773053,False,False,True,False,True
+state,Cycling T/NK,4,143.0,0.00091505,0.00205251,0.44582,0.222537,-1.165466755872473,False,True,True,True,True,143.0,0.00117204,0.00193091,0.606986,0.247425,-0.7202648534698296,False,True,True,True,True
+state,Cycling activated T (CD38/HLA-DR),4,143.0,0.00164595,0.00811236,0.202894,0.0506675,-2.301201892672212,False,True,True,True,True,143.0,0.00167682,0.00789687,0.21234,0.146466,-2.235551927290425,False,True,True,True,True
+state,Proliferating T (label),4,143.0,0.0236099,0.0121014,1.95101,0.507801,0.9642211725719704,True,False,True,False,True,143.0,0.0222421,0.0121014,1.83798,0.492966,0.8781210680100789,True,False,True,False,True
+state,Plasmablast (label),4,143.0,0.00880653,0.0131902,0.667655,0.432676,-0.5828252891399813,True,True,True,True,True,143.0,0.00891841,0.0131902,0.676138,0.458066,-0.5646103637691101,True,True,True,True,True
+state,Plasmablast (markers),4,143.0,0.0114545,0.0222814,0.514085,0.418871,-0.9599211772191245,True,True,True,True,True,143.0,0.0115944,0.0224227,0.517083,0.451268,-0.9515322203868013,True,True,True,True,True
+state,MS1 monocyte (IL1R2+),4,142.0,0.00809021,0.0219507,0.368562,0.561138,-1.440020763033347,False,False,True,False,True,142.0,0.00816433,0.0224286,0.364015,0.529924,-1.457930193969606,False,False,True,False,True
+state,Cycling monocyte (Ye 2026),4,142.0,0.00163714,0.017586,0.0930938,0.25136,-3.4251711015513804,False,False,True,False,True,142.0,0.00168035,0.0170243,0.0987034,0.324422,-3.340756408247511,False,False,True,False,True
+state,ISG-high monocyte (positive control),4,142.0,0.228672,0.354316,0.645389,0.82278,-0.6317591061246238,True,True,True,True,True,142.0,0.229568,0.352016,0.652153,0.804912,-0.616717623611229,True,True,True,True,True
+state,ISG-high T,4,143.0,0.0495329,0.113852,0.435064,0.762426,-1.200700450958161,False,False,True,False,True,143.0,0.0467062,0.112021,0.416942,0.730983,-1.262081387793268,False,False,True,True,True
+state,DN2 / ABC B,4,143.0,0.0226679,0.0430385,0.526691,0.149808,-0.9249712876952907,False,True,True,False,False,143.0,0.0204381,0.0426556,0.479142,0.182662,-1.0614748140074581,False,True,True,False,False
+state,HSPC,4,143.0,0.00263869,0.0017725,1.48869,0.166974,0.5740433630369516,False,False,True,False,True,143.0,0.00229837,0.00174695,1.31564,0.255306,0.3957647768648282,False,False,True,False,True
+state,Cytotoxic CD4 T,4,142.0,0.0955886,0.0404196,2.36491,0.0678791,1.2417852808059728,False,False,True,True,True,142.0,0.0917178,0.0430485,2.13057,0.201751,1.091239452123431,False,False,True,True,True
+state,Granulocyte-like (LDG),4,143.0,0.000125874,0.00458144,0.0274748,0.100861,-5.185747210513171,False,True,True,False,True,143.0,0.000111888,0.00439951,0.025432,0.00970208,-5.297211268186198,False,False,False,False,True
+state,Platelet signal in monocytes (negative control),4,142.0,0.024188,0.0240322,1.00648,0.06158,0.009318504412757753,False,True,True,True,True,142.0,0.0236605,0.0235186,1.00603,0.212355,0.008673327216898046,False,False,True,True,True

paper-releases/pbisc-diffusion/updates/20261006T033847Z-bulkonly-lora5-k4000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_k4000_20261006/analysis/compare_k1000/ye2026_sepsis/per_feature.csv

@@ -0,0 +1,251 @@
+kind,feature,draw,n_samples_k1000,gen_mean_k1000,obs_mean_k1000,ratio_k1000,spearman_k1000,log2_ratio_k1000,level_ok_k1000,adult sepsis vs adult HC: ok_k1000,adult sepsis vs adult HC: same sign_k1000,adult sepsis vs adult ICU control: ok_k1000,adult sepsis vs adult ICU control: same sign_k1000,sepsis vs all controls: ok_k1000,sepsis vs all controls: same sign_k1000,n_samples_k4000,gen_mean_k4000,obs_mean_k4000,ratio_k4000,spearman_k4000,log2_ratio_k4000,level_ok_k4000,adult sepsis vs adult HC: ok_k4000,adult sepsis vs adult HC: same sign_k4000,adult sepsis vs adult ICU control: ok_k4000,adult sepsis vs adult ICU control: same sign_k4000,sepsis vs all controls: ok_k4000,sepsis vs all controls: same sign_k4000
+composition,l1 | B cell,0,77.0,0.206779,0.172444,1.19911,0.828982,0.26196401002427083,True,True,True,True,True,True,True,77.0,0.198424,0.172444,1.15066,0.846133,0.20246160516755302,True,True,True,True,True,True,True
+composition,l1 | DC,0,77.0,0.00376623,0.00562412,0.669657,0.276147,-0.5785057621642155,False,False,True,False,True,False,True,77.0,0.00328139,0.00562412,0.583449,0.217992,-0.7773215412045068,False,False,True,False,True,False,True
+composition,l1 | Monocyte,0,77.0,0.112407,0.211554,0.531339,0.449052,-0.9122954851412581,True,True,True,False,True,False,False,77.0,0.096,0.211554,0.453785,0.388667,-1.1399191738085241,False,True,True,False,True,False,False
+composition,l1 | NK cell,0,77.0,0.0678268,0.0776915,0.873027,0.560099,-0.19590182228836972,True,True,True,False,False,False,True,77.0,0.0705455,0.0776915,0.90802,0.59122,-0.13920402029733034,True,True,True,False,False,False,True
+composition,l1 | Other,0,77.0,0.0270303,0.0494914,0.546161,0.373882,-0.8726017963744643,True,True,True,False,True,True,True,77.0,0.0274892,0.0494914,0.555433,0.361646,-0.8483152001900491,True,True,True,False,True,True,True
+composition,l1 | T cell,0,77.0,0.58219,0.483195,1.20488,0.597897,0.26888946842558414,True,True,True,False,False,False,True,77.0,0.60426,0.483195,1.25055,0.562961,0.3225627410934249,True,True,True,False,False,False,True
+composition,l2 | ASDC,0,77.0,4.329e-05,0.00015779,0.274352,-0.0719313,-1.8659000019315373,False,False,False,False,False,False,False,77.0,4.329e-05,0.00015779,0.274352,0.105417,-1.8659000019315373,False,False,False,False,False,False,False
+composition,l2 | CD14 monocyte,0,77.0,0.082026,0.155742,0.52668,0.327282,-0.9250014188560124,True,True,True,False,False,False,False,77.0,0.0694632,0.155742,0.446016,0.273042,-1.1648326297942102,False,True,True,False,False,False,False
+composition,l2 | CD16 monocyte,0,77.0,0.011974,0.0378621,0.316253,0.418494,-1.6608489295006696,False,False,True,False,True,False,True,77.0,0.0109697,0.0378621,0.289727,0.409094,-1.7872339575658234,False,False,False,False,True,False,True
+composition,l2 | CD56bright NK cell,0,77.0,0.00792208,0.00689905,1.14829,-0.00613235,0.1994870398588922,False,True,True,False,False,False,False,77.0,0.00714286,0.00689905,1.03534,0.0499816,0.050104618703968005,False,False,False,False,False,True,True
+composition,l2 | CD56dim NK cell,0,77.0,0.0509957,0.0566639,0.899968,0.624558,-0.15205439018067343,True,True,True,False,False,True,True,77.0,0.0541645,0.0566639,0.955891,0.659752,-0.06508197743962146,True,True,True,False,False,True,True
+composition,l2 | CD8aa,0,77.0,0.0258009,0.0282433,0.913521,0.194867,-0.13049020101256528,False,False,True,False,True,False,True,77.0,0.0284589,0.0282433,1.00763,0.235029,0.010965980943151795,False,True,True,False,True,False,True
+composition,l2 | DN T cell,0,77.0,0.0305541,0.0181809,1.68056,0.286928,0.7489420512190808,False,False,False,True,True,False,False,77.0,0.032961,0.0181809,1.81295,0.375714,0.8583391370253968,True,False,False,True,True,False,False
+composition,l2 | Effector B cell,0,77.0,0.0111515,0.0166143,0.671202,0.429013,-0.5751810802631081,True,False,False,False,False,False,False,77.0,0.0104589,0.0166143,0.629512,0.41274,-0.6676942154728842,True,False,True,False,False,False,False
+composition,l2 | Erythrocyte,0,77.0,0.00516883,0.0184903,0.279543,0.230846,-1.8388578758072465,False,False,True,False,True,True,True,77.0,0.00478788,0.0184903,0.258941,0.171555,-1.949304679230001,False,False,True,False,True,True,True
+composition,l2 | ILC,0,77.0,0.00180087,0.00391651,0.459814,-0.165845,-1.1208777022912777,False,True,True,False,False,False,True,77.0,0.00180952,0.00391651,0.462024,-0.112716,-1.1139602999956613,False,False,True,False,False,False,True
+composition,l2 | Intermediate monocyte,0,77.0,0.0184069,0.0179502,1.02544,0.370148,0.03624308008219182,True,False,False,True,True,False,False,77.0,0.0155671,0.0179502,0.867238,0.313911,-0.20550012185511193,True,False,False,False,True,False,False
+composition,l2 | MAIT,0,77.0,0.00605195,0.0113424,0.533569,0.462481,-0.9062532455414881,True,True,True,False,True,True,True,77.0,0.00615584,0.0113424,0.542729,0.51956,-0.8816960956627683,True,True,True,False,True,True,True
+composition,l2 | Memory B cell,0,77.0,0.0498961,0.0340489,1.46543,0.57725,0.5513240556666124,True,False,True,False,True,True,True,77.0,0.0472987,0.0340489,1.38914,0.547731,0.4741920040187775,True,False,True,False,True,True,True
+composition,l2 | Memory CD4 T cell,0,77.0,0.144667,0.119948,1.20608,0.498041,0.27032560522754495,True,False,False,False,False,False,False,77.0,0.152519,0.119948,1.27155,0.441795,0.34658819292363957,True,False,False,False,False,False,False
+composition,l2 | Memory CD8 T cell,0,77.0,0.0958355,0.082946,1.1554,0.739866,0.2083923997906761,True,True,True,True,True,True,True,77.0,0.107177,0.082946,1.29214,0.747131,0.36976239074659956,True,True,True,True,True,True,True
+composition,l2 | Naive B cell,0,77.0,0.125758,0.0609854,2.06209,0.734288,1.0441073005625428,False,True,True,True,True,True,True,77.0,0.121437,0.0609854,1.99125,0.745199,0.9936743617505851,True,True,True,True,True,True,True
+composition,l2 | Naive CD4 T cell,0,77.0,0.0878701,0.0861708,1.01972,0.649883,0.028173063896429325,True,True,True,False,True,False,True,77.0,0.0831775,0.0861708,0.965263,0.649095,-0.05100601561483035,True,True,True,False,True,False,True
+composition,l2 | Naive CD8 T cell,0,77.0,0.0970736,0.0558629,1.73771,0.628176,0.7971873361966215,True,False,False,False,False,False,True,77.0,0.0951255,0.0558629,1.70284,0.622058,0.7679428847811466,True,False,False,False,False,False,True
+composition,l2 | Plasma cell,0,77.0,0.00554113,0.0147088,0.376722,0.387748,-1.4084278079144592,False,True,True,True,True,False,True,77.0,0.00554978,0.0147088,0.377311,0.397797,-1.4061739342725539,False,True,True,True,True,False,True
+composition,l2 | Platelet,0,77.0,0.0185801,0.0257315,0.722075,0.408822,-0.4697794011148894,True,True,True,True,True,True,True,77.0,0.0195844,0.0257315,0.761106,0.398853,-0.39383070157275535,True,True,True,True,True,True,True
+composition,l2 | Progenitor cell,0,77.0,0.00148052,0.00135316,1.09412,0.0782384,0.12977097753697392,False,False,True,False,False,True,True,77.0,0.00130736,0.00135316,0.966155,0.114296,-0.049673436061395994,False,False,True,False,False,True,True
+composition,l2 | Proliferating NK cell,0,77.0,0.00890909,0.0141286,0.630571,0.268927,-0.6652692729762334,False,False,True,False,True,False,False,77.0,0.0092381,0.0141286,0.653857,0.357586,-0.6129529453244474,True,False,True,False,True,False,False
+composition,l2 | Proliferating T cell,0,77.0,0.00441558,0.00859148,0.513949,0.240142,-0.9603028893545316,False,True,True,False,True,False,False,77.0,0.00475325,0.00859148,0.553251,0.2485,-0.8539939411905157,False,True,True,True,True,False,False
+composition,l2 | Transitional B cell,0,77.0,0.0144329,0.0460865,0.31317,0.521182,-1.6749820780572489,False,False,True,False,True,False,True,77.0,0.0136797,0.0460865,0.296826,0.613639,-1.7523106268228588,False,False,True,False,True,False,True
+composition,l2 | Treg,0,77.0,0.0182078,0.020721,0.878713,0.43674,-0.18653605703542184,True,False,True,False,False,False,True,77.0,0.0178009,0.020721,0.859075,0.416433,-0.21914400612579693,True,False,True,False,False,False,True
+composition,l2 | cDC1,0,77.0,0.000138528,0.000291113,0.475857,0.0968899,-1.0714000011570957,False,False,False,True,True,False,False,77.0,0.000181818,0.000291113,0.624562,-0.0704794,-0.6790833002315501,False,False,False,True,True,False,False
+composition,l2 | cDC2,0,77.0,0.00309091,0.00407665,0.758198,0.279259,-0.39935344396293515,False,False,True,False,True,False,True,77.0,0.00267532,0.00407665,0.656255,0.242495,-0.6076715853008973,False,False,True,False,True,False,True
+composition,l2 | gdT,0,77.0,0.0717143,0.0511887,1.40098,0.428117,0.4864363604034405,True,False,False,False,True,False,False,77.0,0.0761299,0.0511887,1.48724,0.483431,0.5726374778347912,True,False,False,False,True,False,False
+composition,l2 | pDC,0,77.0,0.000493506,0.00109857,0.449228,-0.0270556,-1.1544802423888052,False,False,True,True,True,False,True,77.0,0.000380952,0.00109857,0.346772,-0.0493874,-1.5279406815985503,False,False,True,True,True,False,True
+state,C1Q-high monocyte (reference),0,73.0,0.00387287,0.0618715,0.0625954,0.305151,-3.9977995492466927,False,False,True,False,True,False,True,74.0,0.00381152,0.0606328,0.0628623,0.0281107,-3.9916611314800856,False,False,False,False,False,False,False
+state,Cycling T/NK,0,77.0,0.00296066,0.0108163,0.273721,0.0289684,-1.8692219717166647,False,False,True,False,False,False,False,77.0,0.00294289,0.0106327,0.276778,0.00148337,-1.8531988215380213,False,True,True,False,True,False,False
+state,Cycling activated T (CD38/HLA-DR),0,77.0,0.00333294,0.0208434,0.159904,0.083709,-2.6447220665882862,False,False,True,False,False,False,False,77.0,0.00306178,0.020218,0.151439,0.160976,-2.72319130527698,False,False,True,False,False,False,False
+state,Proliferating T (label),0,77.0,0.00843051,0.0173331,0.486381,0.273971,-1.0398412224816163,False,True,True,False,False,False,False,77.0,0.00832531,0.0173331,0.480312,0.200047,-1.0579562419143156,False,True,True,True,True,False,False
+state,Plasmablast (label),0,77.0,0.00554113,0.0147088,0.376722,0.387748,-1.4084278079144592,False,True,True,True,True,False,True,77.0,0.00554978,0.0147088,0.377311,0.397797,-1.4061739342725539,False,True,True,True,True,False,True
+state,Plasmablast (markers),0,77.0,0.00708225,0.0438536,0.161498,0.149663,-2.6304117962712463,False,False,True,False,True,False,False,77.0,0.00705628,0.0420325,0.167877,0.246346,-2.5745235076075756,False,False,True,False,True,False,False
+state,MS1 monocyte (IL1R2+),0,73.0,0.135865,0.139076,0.976916,0.519544,-0.033693577313336755,True,True,True,False,False,True,True,74.0,0.127096,0.132169,0.961619,0.535864,-0.05646269329024495,True,True,True,False,False,True,True
+state,Cycling monocyte (Ye 2026),0,73.0,0.00182414,0.0322408,0.0565785,0.242181,-4.143602261030086,False,False,True,False,True,False,True,74.0,0.00135442,0.0305004,0.0444066,0.213798,-4.493082074468722,False,False,True,False,True,False,True
+state,ISG-high monocyte (positive control),0,73.0,0.104229,0.138176,0.754319,0.516535,-0.406753329495117,True,True,True,False,True,True,True,74.0,0.0862279,0.130143,0.662564,0.506932,-0.5938682772704711,True,True,True,False,True,True,True
+state,ISG-high T,0,77.0,0.0241986,0.0367914,0.657724,0.277128,-0.6044457804774898,False,True,True,False,True,False,True,77.0,0.0191401,0.0349749,0.547254,0.461814,-0.8697175004668448,True,False,True,False,True,False,True
+state,DN2 / ABC B,0,77.0,0.00780652,0.0594028,0.131417,0.264908,-2.92777618125675,False,False,True,False,False,False,False,77.0,0.00837356,0.0575906,0.145398,0.295675,-2.7819206702648374,False,False,True,False,False,False,False
+state,HSPC,0,77.0,0.000813853,0.00128243,0.634615,-0.00199737,-0.6560464731435345,False,False,True,False,False,True,True,77.0,0.000761905,0.00126409,0.602731,0.108651,-0.7304138266834789,False,False,True,False,False,False,False
+state,Cytotoxic CD4 T,0,77.0,0.025019,0.0170575,1.46675,0.658714,0.552622992009278,True,False,True,False,False,False,True,77.0,0.0276506,0.0167518,1.65061,0.702336,0.7229992858894119,True,False,True,False,True,True,True
+state,Granulocyte-like (LDG),0,77.0,0.000294372,0.0282782,0.0104099,0.241814,-6.585899979945947,False,False,True,False,True,False,True,77.0,0.000190476,0.0268597,0.00709151,0.353702,-7.1396914304605135,False,False,True,False,False,False,True
+state,Platelet signal in monocytes (negative control),0,73.0,0.0515157,0.131896,0.39058,0.148268,-1.3563100182677528,False,True,True,False,False,True,True,74.0,0.0418578,0.122604,0.341407,0.238626,-1.5504354560830613,False,False,False,False,False,False,True
+composition,l1 | B cell,1,77.0,0.09929,0.176339,0.563064,0.59479,-0.8286291810454682,True,False,True,False,True,False,False,77.0,0.104121,0.176339,0.590461,0.655602,-0.7600863222500464,True,False,True,False,True,False,False
+composition,l1 | DC,1,77.0,0.00891775,0.00537916,1.65783,0.197957,0.7292960751500932,False,False,True,False,True,False,True,77.0,0.00931602,0.00537916,1.73187,0.150465,0.792330640576058,False,False,True,False,False,False,True
+composition,l1 | Monocyte,1,77.0,0.344771,0.203122,1.69736,0.497687,0.7632925844051214,True,False,True,False,True,False,False,77.0,0.348745,0.203122,1.71692,0.498311,0.7798228184360703,True,False,True,False,True,False,False
+composition,l1 | NK cell,1,77.0,0.0366234,0.0800951,0.457249,0.433571,-1.128948080072733,False,True,True,False,False,True,True,77.0,0.0385714,0.0800951,0.48157,0.497236,-1.0541825744660676,False,True,True,False,False,True,True
+composition,l1 | Other,1,77.0,0.0611948,0.0489428,1.25033,0.333535,0.3223089161119668,True,True,True,True,True,False,True,77.0,0.0504589,0.0489428,1.03098,0.29628,0.04401634610981897,False,True,True,True,True,False,True
+composition,l1 | T cell,1,77.0,0.449203,0.486122,0.924054,0.651502,-0.11395093236308967,True,False,True,False,True,False,True,77.0,0.448788,0.486122,0.923199,0.664572,-0.1152864336160794,True,False,True,False,True,False,True
+composition,l2 | ASDC,1,77.0,0.000112554,0.000147177,0.764755,0.140292,-0.3869304606728635,False,False,False,False,False,False,False,77.0,0.000147186,0.000147177,1.00006,0.0343108,8.655910570605998e-05,False,True,True,False,False,False,False
+composition,l2 | CD14 monocyte,1,77.0,0.164485,0.152746,1.07685,0.457565,0.10681730343136199,True,True,True,False,True,False,False,77.0,0.184026,0.152746,1.20478,0.468646,0.268769725802831,True,False,True,False,True,False,False
+composition,l2 | CD16 monocyte,1,77.0,0.061342,0.0346253,1.77159,0.369558,0.8250447588547615,True,False,True,True,True,False,True,77.0,0.057974,0.0346253,1.67432,0.394113,0.7435752855305908,True,False,True,False,True,True,True
+composition,l2 | CD56bright NK cell,1,77.0,0.00310823,0.00712653,0.436148,0.188866,-1.197110320814496,False,False,True,False,True,False,True,77.0,0.00337662,0.00712653,0.47381,0.197758,-1.0776194471784377,False,False,True,False,False,False,True
+composition,l2 | CD56dim NK cell,1,77.0,0.0274632,0.0583344,0.470789,0.404388,-1.0868474827328525,False,True,True,False,False,True,True,77.0,0.0292641,0.0583344,0.501661,0.472154,-0.9952153100512712,True,True,True,False,False,True,True
+composition,l2 | CD8aa,1,77.0,0.00709957,0.0293474,0.241915,-0.0288793,-2.047427868129717,False,False,True,False,True,False,True,77.0,0.00674459,0.0293474,0.229819,-0.0325595,-2.121430018954459,False,False,True,False,True,False,True
+composition,l2 | DN T cell,1,77.0,0.0215065,0.0188974,1.13807,0.319156,0.1865892971409901,True,False,False,True,True,False,False,77.0,0.0191948,0.0188974,1.01574,0.379795,0.022531161249852043,True,False,False,True,True,False,False
+composition,l2 | Effector B cell,1,77.0,0.0167013,0.0165823,1.00718,0.400466,0.010321540247309385,True,False,False,False,False,False,True,77.0,0.0162338,0.0165823,0.978984,0.398316,-0.030642813515268888,True,False,False,False,False,False,True
+composition,l2 | Erythrocyte,1,77.0,0.0224848,0.0179508,1.25258,0.15055,0.3249027486639972,False,True,True,True,True,False,True,77.0,0.0166234,0.0179508,0.926054,0.0948936,-0.11083177261054096,False,True,True,True,True,False,True
+composition,l2 | ILC,1,77.0,0.00423377,0.00386406,1.09568,-0.00195359,0.1318265119643352,False,True,True,True,True,True,True,77.0,0.00335931,0.00386406,0.869372,-0.056993,-0.20195446362798836,False,True,True,False,True,True,True
+composition,l2 | Intermediate monocyte,1,77.0,0.118944,0.0157504,7.55181,0.0554916,2.916822467625336,False,False,False,False,False,False,False,77.0,0.106745,0.0157504,6.77728,0.0487853,2.7607063769216444,False,False,False,False,False,False,False
+composition,l2 | MAIT,1,77.0,0.00568831,0.0108358,0.524954,0.360173,-0.9297370852122682,True,True,True,False,True,True,True,77.0,0.00615584,0.0108358,0.568101,0.362574,-0.8157806524010328,True,True,True,False,True,True,True
+composition,l2 | Memory B cell,1,77.0,0.0192381,0.0352014,0.546516,0.332667,-0.8716643615102995,True,False,True,False,True,False,False,77.0,0.0195065,0.0352014,0.55414,0.317347,-0.8516775846969693,True,False,True,False,False,False,False
+composition,l2 | Memory CD4 T cell,1,77.0,0.107584,0.12008,0.89594,0.35057,-0.15852597488222187,True,False,False,False,False,False,False,77.0,0.103818,0.12008,0.864575,0.42998,-0.20993697493561633,True,False,False,False,False,False,False
+composition,l2 | Memory CD8 T cell,1,77.0,0.113688,0.0826662,1.37527,0.671237,0.45971488367112406,True,False,True,True,True,False,True,77.0,0.113602,0.0826662,1.37422,0.698714,0.45861298487056545,True,False,True,True,True,False,True
+composition,l2 | Naive B cell,1,77.0,0.0540952,0.0626139,0.863949,0.422834,-0.21098194409436785,True,False,True,False,True,False,False,77.0,0.0582424,0.0626139,0.930184,0.534443,-0.10441197046149496,True,False,True,False,True,False,False
+composition,l2 | Naive CD4 T cell,1,77.0,0.0877403,0.0837098,1.04815,0.679497,0.06784519470996726,True,False,True,False,True,False,True,77.0,0.0969437,0.0837098,1.15809,0.686218,0.21174737552770778,True,True,True,True,True,False,True
+composition,l2 | Naive CD8 T cell,1,77.0,0.0231602,0.058263,0.397511,0.659416,-1.33093331140641,False,False,False,False,True,True,True,77.0,0.0241385,0.058263,0.414303,0.625841,-1.2712418278662776,False,False,False,False,True,True,True
+composition,l2 | Plasma cell,1,77.0,0.0038961,0.0154422,0.252303,0.224998,-1.9867707341562204,False,False,True,False,True,True,True,77.0,0.00391342,0.0154422,0.253424,0.252376,-1.9803749364646783,False,False,True,False,True,True,True
+composition,l2 | Platelet,1,77.0,0.0291948,0.0258642,1.12877,0.300804,0.17475155018249575,True,False,True,False,False,True,True,77.0,0.0253593,0.0258642,0.980477,0.288445,-0.02844430676991601,False,False,True,False,True,True,True
+composition,l2 | Progenitor cell,1,77.0,0.00528139,0.00126374,4.17916,0.174097,2.063212993593985,False,False,True,False,True,False,True,77.0,0.00511688,0.00126374,4.04899,0.147049,2.017562079920218,False,False,True,False,True,False,True
+composition,l2 | Proliferating NK cell,1,77.0,0.00605195,0.0146342,0.413548,0.506705,-1.2738733039600658,False,False,True,False,True,False,True,77.0,0.00593074,0.0146342,0.405266,0.541556,-1.303058950069938,False,False,True,False,True,False,True
+composition,l2 | Proliferating T cell,1,77.0,0.0118095,0.00965623,1.223,0.223507,0.2904244038652997,False,False,False,False,True,False,False,77.0,0.0102771,0.00965623,1.06429,0.200062,0.08989131301572986,False,False,False,False,True,False,False
+composition,l2 | Transitional B cell,1,77.0,0.00535931,0.0464992,0.115256,0.22409,-3.1170862384199087,False,False,True,False,True,False,False,77.0,0.00622511,0.0464992,0.133876,0.372263,-2.901030743518534,False,False,True,False,True,False,False
+composition,l2 | Treg,1,77.0,0.0257056,0.0202484,1.26951,0.300779,0.34427175921825653,True,False,False,False,True,False,False,77.0,0.0236277,0.0202484,1.16689,0.349059,0.22266856795679904,True,False,False,False,True,False,False
+composition,l2 | cDC1,1,77.0,0.000632035,0.000291249,2.17008,0.0598701,1.1177482286033247,False,False,False,False,True,False,False,77.0,0.000493506,0.000291249,1.69445,-0.060987,0.7608170662604946,False,False,False,False,True,False,False
+composition,l2 | cDC2,1,77.0,0.00718615,0.00394477,1.82169,0.0923784,0.8652774742256298,False,False,True,False,True,False,True,77.0,0.00734199,0.00394477,1.8612,0.0418797,0.8962330922077976,False,False,True,False,True,False,True
+composition,l2 | gdT,1,77.0,0.0452208,0.0524182,0.862693,0.579043,-0.2130808450720627,True,True,True,False,False,True,True,77.0,0.0442857,0.0524182,0.844854,0.620286,-0.24322604541538564,True,True,True,False,False,False,True
+composition,l2 | pDC,1,77.0,0.000987013,0.000995968,0.991009,0.219901,-0.013029935360151228,False,False,True,False,False,True,True,77.0,0.00133333,0.000995968,1.33873,0.117182,0.4208650219474463,False,False,False,False,True,False,True
+state,C1Q-high monocyte (reference),1,77.0,0.0108923,0.0682696,0.159549,0.403965,-2.6479285285738796,False,False,True,False,True,False,True,77.0,0.00756033,0.0684151,0.110507,0.396129,-3.1777903357192874,False,False,True,False,True,False,True
+state,Cycling T/NK,1,77.0,0.00528203,0.0113884,0.463807,0.140523,-1.1084035008864614,False,True,True,True,True,False,False,77.0,0.00539377,0.0116204,0.464164,0.249263,-1.1072934615533216,False,True,True,False,True,False,False
+state,Cycling activated T (CD38/HLA-DR),1,77.0,0.00676502,0.0207936,0.325341,0.207278,-1.6199754502845267,False,True,True,True,True,False,False,77.0,0.00676391,0.0214426,0.315443,0.185845,-1.6645487586070147,False,True,True,False,True,False,False
+state,Proliferating T (label),1,77.0,0.0276532,0.018429,1.50053,0.155765,0.585472162933914,False,False,False,False,True,False,False,77.0,0.0246283,0.018429,1.33639,0.178111,0.4183410923617061,False,False,False,False,True,False,False
+state,Plasmablast (label),1,77.0,0.0038961,0.0154422,0.252303,0.224998,-1.9867707341562204,False,False,True,False,True,True,True,77.0,0.00391342,0.0154422,0.253424,0.252376,-1.9803749364646783,False,False,True,False,True,True,True
+state,Plasmablast (markers),1,77.0,0.0054026,0.0452856,0.119301,0.475911,-3.0673219589037233,False,False,True,False,True,False,True,77.0,0.00547186,0.0469913,0.116444,0.451556,-3.1022917910470795,False,False,True,False,True,False,True
+state,MS1 monocyte (IL1R2+),1,77.0,0.0057179,0.173111,0.0330302,0.455212,-4.920070484512939,False,False,True,False,False,False,True,77.0,0.007481,0.179602,0.0416531,0.514498,-4.5854323187169905,False,False,True,False,False,False,True
+state,Cycling monocyte (Ye 2026),1,77.0,0.00387425,0.03824,0.101314,0.423104,-3.3030945492280352,False,False,True,False,True,False,True,77.0,0.00340996,0.0408509,0.0834734,0.422317,-3.5825396544864883,False,False,True,False,True,False,True
+state,ISG-high monocyte (positive control),1,77.0,0.0806825,0.171162,0.471382,0.602601,-1.0850314254094666,False,False,False,False,True,True,True,77.0,0.0777285,0.183069,0.424586,0.63712,-1.2358712932709244,False,False,False,True,True,False,True
+state,ISG-high T,1,77.0,0.0215898,0.040793,0.529253,0.550297,-0.9179705529070135,True,True,True,False,True,True,True,77.0,0.0195965,0.0424702,0.461418,0.541327,-1.1158538099730744,False,True,True,False,True,False,True
+state,DN2 / ABC B,1,77.0,0.0273307,0.0592329,0.46141,0.173347,-1.1158788234324133,False,False,False,True,True,False,False,77.0,0.0210699,0.0601947,0.35003,0.150039,-1.5144495185542182,False,False,True,False,False,False,False
+state,HSPC,1,77.0,0.00341126,0.00118093,2.88863,0.080664,1.5303854232343794,False,False,True,False,False,False,True,77.0,0.00344589,0.00119677,2.87933,0.0252279,1.525733145650271,False,False,True,False,False,False,True
+state,Cytotoxic CD4 T,1,77.0,0.0481875,0.0178374,2.70149,0.476799,1.433755341607355,False,False,True,False,False,False,False,77.0,0.0432659,0.0178374,2.42558,0.522618,1.2783297630000336,False,True,True,False,False,False,False
+state,Granulocyte-like (LDG),1,77.0,0.00240693,0.0271837,0.088543,0.397578,-3.4974779343443663,False,False,True,False,True,False,True,77.0,0.00235498,0.0283792,0.0829826,0.357181,-3.5910473295241556,False,False,True,False,True,False,True
+state,Platelet signal in monocytes (negative control),1,77.0,0.163578,0.154457,1.05906,0.192825,0.08278432611058269,False,False,True,False,False,False,True,77.0,0.151398,0.166866,0.907301,0.161385,-0.1403468460440064,False,False,True,False,False,False,True
+composition,l1 | B cell,2,77.0,0.170753,0.174558,0.978204,0.753111,-0.03179273083692577,True,False,True,False,True,False,True,77.0,0.164442,0.174558,0.942045,0.778655,-0.08613211814248647,True,False,True,False,True,False,True
+composition,l1 | DC,2,77.0,0.00245887,0.00571889,0.429957,0.535105,-1.217735711790672,False,False,True,False,True,False,True,77.0,0.00233766,0.00571889,0.408762,0.527725,-1.290667010548521,False,False,True,False,True,False,True
+composition,l1 | Monocyte,2,77.0,0.112372,0.211854,0.530423,0.529455,-0.9147847604879218,True,False,True,True,True,True,True,77.0,0.112468,0.211854,0.530873,0.521048,-0.9135613264840129,True,False,False,True,True,True,True
+composition,l1 | NK cell,2,77.0,0.0372814,0.0818304,0.455593,0.432763,-1.1341825140899509,False,False,True,False,False,False,True,77.0,0.0404675,0.0818304,0.494529,0.47881,-1.0158729693945183,False,False,True,False,False,True,True
+composition,l1 | Other,2,77.0,0.0341905,0.0494709,0.691122,0.28356,-0.5329876907005469,False,True,True,False,False,True,True,77.0,0.0360866,0.0494709,0.72945,0.343609,-0.4551190025895954,True,True,True,False,True,True,True
+composition,l1 | T cell,2,77.0,0.642944,0.476568,1.34911,0.290364,0.4320079835601951,False,True,True,True,True,False,False,77.0,0.644199,0.476568,1.35175,0.313149,0.43482835641991224,True,True,True,True,True,False,False
+composition,l2 | ASDC,2,77.0,1.7316e-05,0.000157325,0.110065,-0.165232,-3.183572321298654,False,False,False,False,False,False,False,77.0,2.5974e-05,0.000157325,0.165098,0.143716,-2.5986054513627725,False,False,False,True,True,False,True
+composition,l2 | CD14 monocyte,2,77.0,0.07929,0.156314,0.507249,0.527489,-0.9792339790581398,True,False,True,True,True,True,True,77.0,0.0813333,0.156314,0.52032,0.540194,-0.942528932361784,True,False,True,False,True,True,True
+composition,l2 | CD16 monocyte,2,77.0,0.0149784,0.0379489,0.394698,0.353433,-1.3411788860120393,False,False,False,False,True,False,False,77.0,0.0146667,0.0379489,0.386484,0.306947,-1.3715194054421689,False,False,False,False,True,False,False
+composition,l2 | CD56bright NK cell,2,77.0,0.00502165,0.00703447,0.713862,0.116242,-0.48628288780119067,False,False,False,False,False,False,False,77.0,0.00482251,0.00703447,0.685554,0.234418,-0.5446577856095134,False,False,False,False,True,False,False
+composition,l2 | CD56dim NK cell,2,77.0,0.0253074,0.0604473,0.418668,0.439029,-1.2561214419287385,False,False,True,False,False,True,True,77.0,0.0284416,0.0604473,0.470518,0.47955,-1.0876781795552128,False,False,True,False,False,True,True
+composition,l2 | CD8aa,2,77.0,0.0257229,0.0281465,0.913896,-0.00602216,-0.1298980968043551,False,False,True,True,True,True,True,77.0,0.0274372,0.0281465,0.974802,-0.0273666,-0.03681888384752674,False,True,True,True,True,True,True
+composition,l2 | DN T cell,2,77.0,0.0374459,0.0179107,2.0907,0.170001,1.0639860607016707,False,False,False,False,True,False,False,77.0,0.0374719,0.0179107,2.09215,0.285707,1.0649862915935664,False,False,False,False,True,False,False
+composition,l2 | Effector B cell,2,77.0,0.0126234,0.0165617,0.762202,0.337078,-0.3917547011346884,True,False,True,True,True,False,True,77.0,0.0119048,0.0165617,0.718812,0.245797,-0.47631360118143584,False,True,True,False,True,False,True
+composition,l2 | Erythrocyte,2,77.0,0.00342857,0.0185952,0.184379,0.209089,-2.4392537467183826,False,False,True,False,False,False,True,77.0,0.00352381,0.0185952,0.189501,0.234561,-2.39972263334464,False,False,True,False,False,False,True
+composition,l2 | ILC,2,77.0,0.00242424,0.0038658,0.6271,-0.180179,-0.6732325753041202,False,True,True,False,True,True,True,77.0,0.00240693,0.0038658,0.622621,-0.0749186,-0.6835738574877139,False,True,True,False,True,False,True
+composition,l2 | Intermediate monocyte,2,77.0,0.0181039,0.0175911,1.02915,0.534459,0.041453272304535556,True,False,True,True,True,True,True,77.0,0.0164675,0.0175911,0.936128,0.489918,-0.09522228693795552,True,False,True,True,True,True,True
+composition,l2 | MAIT,2,77.0,0.00625974,0.0113144,0.553252,0.434071,-0.8539913335246698,True,True,True,False,True,True,True,77.0,0.006,0.0113144,0.530296,0.468741,-0.9151302285545226,True,True,True,True,True,True,True
+composition,l2 | Memory B cell,2,77.0,0.0275411,0.0351889,0.782664,0.399997,-0.35353500776722385,True,True,True,False,False,False,True,77.0,0.0256104,0.0351889,0.727797,0.406393,-0.45839199052564894,True,True,True,False,False,False,True
+composition,l2 | Memory CD4 T cell,2,77.0,0.174545,0.118339,1.47497,0.380295,0.5606856112260877,True,False,False,False,False,False,False,77.0,0.17626,0.118339,1.48945,0.422315,0.5747796939380355,True,False,False,False,True,False,False
+composition,l2 | Memory CD8 T cell,2,77.0,0.113126,0.0835465,1.35404,0.680224,0.4372703585209211,True,True,True,False,False,True,True,77.0,0.125922,0.0835465,1.50721,0.707295,0.5918804420528169,True,True,True,False,True,True,True
+composition,l2 | Naive B cell,2,77.0,0.115861,0.0615918,1.88112,0.554054,0.911591883886554,True,False,True,True,True,False,True,77.0,0.110719,0.0615918,1.79762,0.633884,0.8460880808878597,True,True,True,True,True,False,True
+composition,l2 | Naive CD4 T cell,2,77.0,0.104528,0.0814579,1.28322,0.53797,0.3597685326255155,True,False,True,True,True,False,True,77.0,0.0907619,0.0814579,1.11422,0.612406,0.15603411739312267,True,True,True,True,True,False,True
+composition,l2 | Naive CD8 T cell,2,77.0,0.0985022,0.053692,1.83458,0.580482,0.875449817143985,True,False,True,False,True,False,False,77.0,0.0925022,0.053692,1.72283,0.644858,0.7847803508623623,True,False,True,False,True,False,False
+composition,l2 | Plasma cell,2,77.0,0.00234632,0.0155719,0.150677,0.211252,-2.7304688804621344,False,False,True,False,False,False,True,77.0,0.00280519,0.0155719,0.180145,0.190564,-2.472769485172673,False,False,True,False,True,True,True
+composition,l2 | Platelet,2,77.0,0.0260693,0.0256999,1.01437,0.30685,0.020583983504748764,True,False,True,False,False,True,True,77.0,0.0277056,0.0256999,1.07804,0.353618,0.10841070938078627,True,False,True,False,True,True,True
+composition,l2 | Progenitor cell,2,77.0,0.0022684,0.00131003,1.73156,0.0173331,0.7920723789892091,False,False,True,False,False,False,True,77.0,0.00245022,0.00131003,1.87035,-0.0669042,0.903308267982515,False,False,True,False,False,False,True
+composition,l2 | Proliferating NK cell,2,77.0,0.00695238,0.0143486,0.484534,0.262242,-1.0453301910419268,False,False,False,False,True,False,True,77.0,0.00720346,0.0143486,0.502033,0.321982,-0.9941458953097567,True,False,False,False,True,False,True
+composition,l2 | Proliferating T cell,2,77.0,0.0097316,0.00821762,1.18424,0.227224,0.2439614895158262,False,False,False,False,True,False,False,77.0,0.0107446,0.00821762,1.30751,0.274998,0.38682198042651045,False,False,False,False,True,False,False
+composition,l2 | Transitional B cell,2,77.0,0.012381,0.0456437,0.271252,0.572006,-1.8822943199866715,False,False,True,False,True,False,True,77.0,0.0134026,0.0456437,0.293636,0.582613,-1.767899240338449,False,False,True,False,True,False,False
+composition,l2 | Treg,2,77.0,0.0232554,0.020362,1.1421,0.00871024,0.19168897573396876,False,False,False,False,True,False,False,77.0,0.0230043,0.020362,1.12977,0.149135,0.17602909685881235,False,False,False,False,True,False,False
+composition,l2 | cDC1,2,77.0,0.000207792,0.000296943,0.699771,0.0723068,-0.5150452174246398,False,False,False,False,False,False,False,77.0,0.000199134,0.000296943,0.670614,0.0160825,-0.5764454931756722,False,False,False,False,False,False,True
+composition,l2 | cDC2,2,77.0,0.00198268,0.0041509,0.477651,0.629946,-1.0659712098781937,False,False,True,False,True,False,True,77.0,0.00186147,0.0041509,0.44845,0.588031,-1.1569809542762315,False,False,True,False,True,False,True
+composition,l2 | gdT,2,77.0,0.0498268,0.0535816,0.929924,0.632243,-0.10481528114353497,True,True,True,True,True,False,True,77.0,0.0540952,0.0535816,1.00959,0.596929,0.01376952559369963,True,True,True,True,True,False,True
+composition,l2 | pDC,2,77.0,0.000251082,0.00111372,0.225446,0.108738,-2.1491461818574047,False,False,True,True,True,False,True,77.0,0.000251082,0.00111372,0.225446,0.231995,-2.1491461818574047,False,False,True,False,True,False,True
+state,C1Q-high monocyte (reference),2,76.0,0.0033429,0.0616092,0.0542597,-0.135145,-4.203975118743754,False,False,False,False,True,False,False,77.0,0.00223947,0.0636686,0.0351738,-0.0328392,-4.829354984893738,False,False,False,False,False,False,False
+state,Cycling T/NK,2,77.0,0.00674587,0.0104583,0.645026,0.383166,-0.6325707803746233,True,True,True,True,True,False,False,77.0,0.00736746,0.0104583,0.704461,0.396961,-0.5054082558670361,True,True,True,True,True,False,False
+state,Cycling activated T (CD38/HLA-DR),2,77.0,0.00788394,0.0203396,0.387615,0.405779,-1.3673036933632505,False,True,True,False,True,False,False,77.0,0.0091214,0.0202534,0.450364,0.412092,-1.1508365851806286,False,False,True,True,True,False,False
+state,Proliferating T (label),2,77.0,0.0153363,0.0169613,0.904193,0.28711,-0.14529734611387704,False,False,False,True,True,False,False,77.0,0.0167811,0.0169613,0.989378,0.260108,-0.015406275079301427,False,False,False,False,True,False,False
+state,Plasmablast (label),2,77.0,0.00234632,0.0155719,0.150677,0.211252,-2.7304688804621344,False,False,True,False,False,False,True,77.0,0.00280519,0.0155719,0.180145,0.190564,-2.472769485172673,False,False,True,False,True,True,True
+state,Plasmablast (markers),2,77.0,0.00385281,0.0444055,0.0867644,0.0832173,-3.526752972896156,False,False,True,False,False,True,True,77.0,0.00425974,0.0441969,0.0963811,0.119248,-3.3751059230868528,False,False,True,False,True,False,True
+state,MS1 monocyte (IL1R2+),2,76.0,0.00767274,0.160958,0.0476691,0.287799,-4.390801802416097,False,False,True,False,False,False,True,77.0,0.0042557,0.170994,0.024888,0.211435,-5.328405889789792,False,False,True,False,False,False,True
+state,Cycling monocyte (Ye 2026),2,76.0,0.00253689,0.0353328,0.0718,0.1911,-3.799872345726398,False,False,True,False,False,False,True,77.0,0.019128,0.0384817,0.497068,-0.0346121,-1.0084848657313845,False,True,True,True,True,True,True
+state,ISG-high monocyte (positive control),2,76.0,0.0681506,0.160251,0.425274,0.475667,-1.2335354393538935,False,False,True,False,True,False,True,77.0,0.0771174,0.163538,0.471555,0.523584,-1.0845020448784786,False,False,True,True,True,True,True
+state,ISG-high T,2,77.0,0.014454,0.0417305,0.346366,0.489132,-1.5296307757892835,False,False,True,False,True,True,True,77.0,0.0121861,0.0414761,0.29381,0.386736,-1.7670445951644045,False,True,True,False,True,False,True
+state,DN2 / ABC B,2,77.0,0.00904303,0.0540693,0.167249,0.0439558,-2.5799305100257315,False,True,True,False,True,False,True,77.0,0.0102751,0.0548079,0.187475,0.125817,-2.4152298714427247,False,True,True,False,True,True,True
+state,HSPC,2,77.0,0.00141991,0.00124332,1.14203,-0.083002,0.19160054937216486,False,False,True,False,False,True,True,77.0,0.00154978,0.0012292,1.26081,-0.160399,0.3343508825569869,False,False,True,False,False,False,True
+state,Cytotoxic CD4 T,2,77.0,0.0184267,0.0177723,1.03682,0.60181,0.05216545283220833,True,True,True,False,True,True,True,77.0,0.0243017,0.0177673,1.36778,0.681938,0.45183619920546886,True,True,True,False,True,False,True
+state,Granulocyte-like (LDG),2,77.0,0.000467532,0.0277275,0.0168617,0.238544,-5.890106193356504,False,False,True,False,True,False,False,77.0,0.000649351,0.0274847,0.0236259,0.325742,-5.40348690167676,False,False,False,False,True,False,False
+state,Platelet signal in monocytes (negative control),2,76.0,0.0665601,0.14774,0.450522,0.157232,-1.1503305370928625,False,True,True,True,True,False,True,77.0,0.0647204,0.14949,0.432943,0.248587,-1.2077509984120618,False,False,True,True,True,False,False
+composition,l1 | B cell,3,77.0,0.0999913,0.180331,0.554487,0.594003,-0.8507744582251502,True,False,True,False,True,False,True,77.0,0.130874,0.180331,0.725744,0.81177,-0.46246735529140504,True,True,True,True,True,False,True
+composition,l1 | DC,3,77.0,0.00543723,0.00529692,1.02649,0.559538,0.0377195728720561,True,False,True,False,True,False,True,77.0,0.00631169,0.00529692,1.19158,0.376935,0.2528758140785931,True,False,True,False,True,False,True
+composition,l1 | Monocyte,3,77.0,0.146329,0.204733,0.71473,0.488952,-0.4845297498169527,True,False,False,True,True,True,True,77.0,0.203333,0.204733,0.993162,0.539827,-0.009899032184869835,True,False,True,False,True,False,False
+composition,l1 | NK cell,3,77.0,0.0504329,0.0783392,0.643776,0.459876,-0.6353693008092335,True,False,True,False,False,False,True,77.0,0.0525714,0.0783392,0.671074,0.513567,-0.5754562322673064,True,True,True,False,False,True,True
+composition,l1 | Other,3,77.0,0.0363723,0.048661,0.747463,0.186196,-0.4199259283360308,False,True,True,False,False,False,True,77.0,0.0421299,0.048661,0.865783,0.362925,-0.20792262196065797,True,True,True,False,False,True,True
+composition,l1 | T cell,3,77.0,0.661437,0.482638,1.37046,0.223227,0.4546602204338127,False,False,False,True,True,False,False,77.0,0.564779,0.482638,1.17019,0.620918,0.22674279459775362,True,False,True,False,True,True,True
+composition,l2 | ASDC,3,77.0,0.000103896,0.000143979,0.721604,0.19865,-0.47072075911534167,False,False,False,False,True,False,True,77.0,0.000121212,0.000143979,0.841872,-0.0583642,-0.24832719532840883,False,False,False,False,True,True,True
+composition,l2 | CD14 monocyte,3,77.0,0.10219,0.151621,0.673987,0.47618,-0.569207330210801,True,False,True,False,True,True,True,77.0,0.152632,0.151621,1.00667,0.516541,0.009590825957185798,True,True,True,False,True,False,False
+composition,l2 | CD16 monocyte,3,77.0,0.0199221,0.0362628,0.549381,0.329239,-0.8641210783210107,True,False,False,True,True,False,False,77.0,0.0195758,0.0362628,0.53983,0.43147,-0.889422940889971,True,False,True,True,True,False,False
+composition,l2 | CD56bright NK cell,3,77.0,0.00722078,0.0069667,1.03647,0.179438,0.0516783591124606,False,False,True,False,False,False,True,77.0,0.0067013,0.0069667,0.961905,0.20831,-0.05603367781163919,False,False,True,False,False,False,True
+composition,l2 | CD56dim NK cell,3,77.0,0.0329524,0.0570596,0.577508,0.444731,-0.7920871631112449,True,False,True,False,False,False,True,77.0,0.0339654,0.0570596,0.595261,0.457096,-0.7484057191669414,True,False,True,False,False,True,True
+composition,l2 | CD8aa,3,77.0,0.0254978,0.0275809,0.924473,-0.0363007,-0.11329690974672015,False,True,True,True,True,True,True,77.0,0.0183463,0.0275809,0.665181,-0.0110639,-0.5881811343157811,False,False,False,False,False,False,False
+composition,l2 | DN T cell,3,77.0,0.0442597,0.0185798,2.38214,0.0383637,1.2522582038697163,False,False,True,False,True,False,False,77.0,0.0322597,0.0185798,1.73628,0.385578,0.7959996217673961,True,False,False,True,True,False,False
+composition,l2 | Effector B cell,3,77.0,0.0297662,0.0162184,1.83533,0.294326,0.8760394889864715,False,False,False,False,False,False,True,77.0,0.040381,0.0162184,2.48982,0.369352,1.3160414473158377,False,False,False,False,False,False,True
+composition,l2 | Erythrocyte,3,77.0,0.0108485,0.0178977,0.60614,0.114436,-0.7222770437986984,False,False,True,False,False,False,True,77.0,0.00977489,0.0178977,0.546155,0.177541,-0.8726176455797228,False,False,True,False,False,True,True
+composition,l2 | ILC,3,77.0,0.00342857,0.00383863,0.893177,-0.0204647,-0.1629819937641095,False,True,True,False,False,False,True,77.0,0.00302165,0.00383863,0.787169,-0.288015,-0.34525468877690046,False,False,False,False,False,False,False
+composition,l2 | Intermediate monocyte,3,77.0,0.0242165,0.0168496,1.43721,0.498164,0.5232708786521428,True,True,True,True,True,True,True,77.0,0.0311255,0.0168496,1.84725,0.337088,0.8853791285580301,True,False,False,True,True,False,False
+composition,l2 | MAIT,3,77.0,0.00623377,0.0113877,0.547414,0.383841,-0.8692957630849428,True,False,True,False,True,True,True,77.0,0.00561905,0.0113877,0.493433,0.401186,-1.01907389091469,False,True,True,False,True,True,True
+composition,l2 | Memory B cell,3,77.0,0.0175325,0.0358302,0.489321,0.233491,-1.0311468952029903,False,False,True,False,True,False,True,77.0,0.0203636,0.0358302,0.568337,0.392701,-0.815181453791792,True,False,True,True,True,False,True
+composition,l2 | Memory CD4 T cell,3,77.0,0.10684,0.121755,0.8775,0.436387,-0.18852896947016407,True,False,True,False,True,True,True,77.0,0.0916623,0.121755,0.752844,0.58083,-0.40957714598302913,True,True,True,False,False,False,True
+composition,l2 | Memory CD8 T cell,3,77.0,0.154736,0.0823421,1.87918,0.444498,0.9101032640276887,True,True,True,False,False,False,False,77.0,0.125048,0.0823421,1.51864,0.669033,0.6027799134415084,True,True,True,False,True,False,True
+composition,l2 | Naive B cell,3,77.0,0.0416623,0.0651666,0.639321,0.59075,-0.64538761155979,True,False,True,False,True,False,True,77.0,0.0523723,0.0651666,0.803668,0.641934,-0.3153284562612742,True,True,True,True,True,False,True
+composition,l2 | Naive CD4 T cell,3,77.0,0.126978,0.0836576,1.51783,0.667767,0.6020102150675158,True,True,True,False,True,False,True,77.0,0.124338,0.0836576,1.48627,0.672573,0.5716962237348877,True,True,True,True,True,False,True
+composition,l2 | Naive CD8 T cell,3,77.0,0.0742944,0.0559961,1.32678,0.630013,0.4079291700888217,True,False,False,False,True,True,True,77.0,0.0628658,0.0559961,1.12268,0.62431,0.16694677172678554,True,False,False,False,False,False,True
+composition,l2 | Plasma cell,3,77.0,0.00702165,0.015326,0.458152,0.258918,-1.1261017776446425,False,False,True,False,True,True,True,77.0,0.012026,0.015326,0.784678,0.337984,-0.3498273429288453,True,True,True,True,True,False,True
+composition,l2 | Platelet,3,77.0,0.0189177,0.0256303,0.738102,0.15145,-0.4381078955043103,False,True,True,False,False,False,False,77.0,0.022632,0.0256303,0.883019,0.320456,-0.17948361407945335,True,True,True,False,False,False,True
+composition,l2 | Progenitor cell,3,77.0,0.00317749,0.00129443,2.45474,0.0444523,1.2955702259351618,False,False,True,False,False,False,True,77.0,0.0067013,0.00129443,5.17702,0.0877961,2.3721218916670814,False,False,True,False,True,False,True
+composition,l2 | Proliferating NK cell,3,77.0,0.0102597,0.0143129,0.716818,0.497491,-0.48032122955562057,True,False,True,False,True,False,True,77.0,0.0119048,0.0143129,0.83175,0.610268,-0.26577813377922094,True,True,True,True,True,True,True
+composition,l2 | Proliferating T cell,3,77.0,0.00830303,0.00980571,0.846754,0.309099,-0.23998519797273288,True,True,True,True,True,False,False,77.0,0.00786147,0.00980571,0.801724,0.193502,-0.31882243222516055,False,False,True,True,True,False,False
+composition,l2 | Transitional B cell,3,77.0,0.00400866,0.0477901,0.0838805,0.35814,-3.575520728610003,False,False,False,False,True,False,False,77.0,0.0057316,0.0477901,0.119933,0.588095,-3.059699418738539,False,False,True,False,True,False,False
+composition,l2 | Treg,3,77.0,0.0290909,0.0201377,1.4446,0.116694,0.5306700754917062,False,False,False,False,True,False,False,77.0,0.0238442,0.0201377,1.18406,0.449287,0.24374218866047836,True,True,True,False,False,True,True
+composition,l2 | cDC1,3,77.0,0.000398268,0.000270881,1.47027,-0.110445,0.5560811155327086,False,False,False,False,False,False,False,77.0,0.000277056,0.000270881,1.0228,-0.0109825,0.032524065692199365,False,True,True,False,False,False,True
+composition,l2 | cDC2,3,77.0,0.0038355,0.00384707,0.996993,0.627637,-0.004344719552495686,True,False,True,False,True,False,True,77.0,0.00480519,0.00384707,1.24905,0.250189,0.32083122979473566,False,False,True,False,True,False,True
+composition,l2 | gdT,3,77.0,0.0852035,0.0513959,1.65779,0.526135,0.7292612654905797,True,False,True,False,False,False,False,77.0,0.0729351,0.0513959,1.41908,0.68551,0.5049559229784208,True,True,True,False,True,True,True
+composition,l2 | pDC,3,77.0,0.00109957,0.00103499,1.06239,0.261472,0.08731347214921924,False,True,True,False,False,True,True,77.0,0.00110823,0.00103499,1.07076,0.307797,0.09863515085308862,True,True,True,True,True,True,True
+state,C1Q-high monocyte (reference),3,77.0,0.00735602,0.0648977,0.113348,-0.0606202,-3.1411691596140243,False,False,False,False,False,False,False,77.0,0.00763808,0.0635149,0.120256,0.167935,-3.0558192179041184,False,False,True,False,True,False,True
+state,Cycling T/NK,3,77.0,0.00396724,0.010151,0.390824,0.377619,-1.35540903081077,False,False,True,False,True,False,False,77.0,0.00451934,0.0107881,0.41892,0.352889,-1.255253332162902,False,False,True,False,True,False,False
+state,Cycling activated T (CD38/HLA-DR),3,77.0,0.00496338,0.0175526,0.282772,0.377163,-1.8222888229050158,False,False,True,False,True,False,False,77.0,0.00579958,0.0193012,0.300478,0.261793,-1.7346687294177696,False,True,True,False,True,False,False
+state,Proliferating T (label),3,77.0,0.012923,0.0186792,0.69184,0.409669,-0.5314896667021615,True,True,True,False,True,False,False,77.0,0.0145081,0.0186792,0.776699,0.237185,-0.364572486396921,False,False,False,True,True,False,False
+state,Plasmablast (label),3,77.0,0.00702165,0.015326,0.458152,0.258918,-1.1261017776446425,False,False,True,False,True,True,True,77.0,0.012026,0.015326,0.784678,0.337984,-0.3498273429288453,True,True,True,True,True,False,True
+state,Plasmablast (markers),3,77.0,0.00889177,0.0374529,0.237412,0.359367,-2.0745352369801764,False,False,True,False,True,False,False,77.0,0.0148658,0.0411836,0.360964,0.460379,-1.470073134814533,False,True,True,False,True,False,True
+state,MS1 monocyte (IL1R2+),3,77.0,0.0205582,0.148975,0.137997,0.367032,-2.857291191160496,False,False,True,False,False,False,True,77.0,0.0342707,0.153764,0.222879,0.485017,-2.1656674048177798,False,False,True,False,False,False,True
+state,Cycling monocyte (Ye 2026),3,77.0,0.00331172,0.03137,0.10557,0.143067,-3.243728174965991,False,False,False,False,True,False,True,77.0,0.00362894,0.0331128,0.109593,0.338894,-3.1897724424630125,False,False,True,False,True,False,True
+state,ISG-high monocyte (positive control),3,77.0,0.126699,0.135948,0.931969,0.520508,-0.1016461274435116,True,False,True,True,True,True,True,77.0,0.150033,0.146534,1.02388,0.515959,0.03404663960583396,True,False,True,True,True,False,True
+state,ISG-high T,3,77.0,0.0218637,0.0318162,0.687187,0.650914,-0.5412253506300364,True,True,True,True,True,True,True,77.0,0.0237533,0.0356083,0.667074,0.615186,-0.5840812832357086,True,True,True,True,True,False,True
+state,DN2 / ABC B,3,77.0,0.0426257,0.0518141,0.822667,0.0432952,-0.28161952167355436,False,False,True,False,True,False,True,77.0,0.0467476,0.0526747,0.887476,0.0914235,-0.17221998963524865,False,False,False,False,False,False,True
+state,HSPC,3,77.0,0.00187013,0.00116534,1.6048,0.0217692,0.6823935110627313,False,False,True,False,False,True,True,77.0,0.00441558,0.00119939,3.68152,0.115203,1.8803015390284914,False,False,True,False,True,False,True
+state,Cytotoxic CD4 T,3,77.0,0.021692,0.0169281,1.28141,0.550387,0.35773215431163813,True,False,True,False,False,False,False,77.0,0.0310541,0.0173583,1.78901,0.538528,0.8391614516212844,True,False,False,False,True,False,False
+state,Granulocyte-like (LDG),3,77.0,0.00109957,0.0215294,0.0510728,0.370766,-4.291301034672291,False,False,False,False,True,False,True,77.0,0.0014026,0.0242673,0.0577979,0.333093,-4.112839114256803,False,False,True,False,True,False,True
+state,Platelet signal in monocytes (negative control),3,77.0,0.0877768,0.120862,0.726257,0.232,-0.46144793094283976,False,True,True,False,True,False,True,77.0,0.104985,0.127142,0.825731,0.194353,-0.276256226284693,False,False,True,True,True,True,True
+composition,l1 | B cell,4,77.0,0.174675,0.174321,1.00203,0.818769,0.002925702348812612,True,True,True,True,True,True,True,77.0,0.171714,0.174321,0.985046,0.827632,-0.021736997300771256,True,True,True,True,True,False,True
+composition,l1 | DC,4,77.0,0.00477056,0.00550943,0.86589,0.480148,-0.20774433383169633,True,False,True,True,True,False,True,77.0,0.00451082,0.00550943,0.818746,0.48398,-0.2885121416482451,True,False,True,False,True,False,True
+composition,l1 | Monocyte,4,77.0,0.176061,0.203182,0.866518,0.497969,-0.20669837638360822,True,False,False,True,True,False,True,77.0,0.174753,0.203182,0.860083,0.509925,-0.21745220494421227,True,False,False,True,True,False,True
+composition,l1 | NK cell,4,77.0,0.0423983,0.0823192,0.515047,0.503941,-0.9572240051681676,True,False,False,False,True,False,False,77.0,0.0426667,0.0823192,0.518308,0.581498,-0.9481184332286984,True,False,True,True,True,False,False
+composition,l1 | Other,4,77.0,0.0375584,0.0477726,0.786192,0.397328,-0.34704641138362075,True,True,True,False,False,True,True,77.0,0.0392294,0.0477726,0.82117,0.364957,-0.28424717280106654,True,True,True,False,True,True,True
+composition,l1 | T cell,4,77.0,0.564537,0.486896,1.15946,0.487289,0.21345304956817726,True,True,True,True,True,False,True,77.0,0.567126,0.486896,1.16478,0.604363,0.2200574888871107,True,True,True,True,True,False,True
+composition,l2 | ASDC,4,77.0,3.4632e-05,0.000149986,0.230902,-0.00280696,-2.1146474255536556,False,False,False,False,False,False,False,77.0,4.329e-05,0.000149986,0.288628,0.10112,-1.7927168314349462,False,False,True,True,True,False,True
+composition,l2 | CD14 monocyte,4,77.0,0.114139,0.150842,0.756675,0.455306,-0.4022543145805541,True,False,False,True,True,False,True,77.0,0.114996,0.150842,0.762358,0.50818,-0.39145945473288846,True,False,True,True,True,True,True
+composition,l2 | CD16 monocyte,4,77.0,0.0416364,0.0361752,1.15096,0.339972,0.2028376954993347,True,False,False,False,True,False,False,77.0,0.0416537,0.0361752,1.15144,0.328359,0.20343923617832999,True,False,False,False,True,False,False
+composition,l2 | CD56bright NK cell,4,77.0,0.00665801,0.00694845,0.958201,0.0901898,-0.06159977578745505,False,False,False,False,False,False,False,77.0,0.0061039,0.00694845,0.878454,0.0691411,-0.18696135300136732,False,False,False,True,True,False,False
+composition,l2 | CD56dim NK cell,4,77.0,0.0279913,0.060483,0.462797,0.567715,-1.111548582428024,False,False,True,False,False,False,False,77.0,0.0287619,0.060483,0.475537,0.603642,-1.0723704979869972,False,False,True,False,False,False,False
+composition,l2 | CD8aa,4,77.0,0.0216277,0.0284076,0.761335,-0.0145333,-0.3933966917597574,False,True,True,True,True,True,True,77.0,0.0211429,0.0284076,0.744267,-0.067884,-0.42610782506752737,False,True,True,True,True,True,True
+composition,l2 | DN T cell,4,77.0,0.0424329,0.0183126,2.31714,0.294041,1.2123452134750425,False,False,True,False,True,False,False,77.0,0.0408139,0.0183126,2.22873,0.338415,1.156221851566353,False,False,True,False,True,False,False
+composition,l2 | Effector B cell,4,77.0,0.0247186,0.0160711,1.53808,0.385701,0.6211305440030352,True,False,False,False,False,False,False,77.0,0.024026,0.0160711,1.49498,0.474067,0.5801261840261749,True,False,False,False,False,False,False
+composition,l2 | Erythrocyte,4,77.0,0.01071,0.0175251,0.61112,0.228261,-0.7104723983024891,False,False,True,False,True,True,True,77.0,0.0108139,0.0175251,0.617048,0.240874,-0.6965453742834177,False,True,True,False,True,True,True
+composition,l2 | ILC,4,77.0,0.00564502,0.00350269,1.61162,-0.187313,0.6885116143729022,False,False,True,True,True,False,True,77.0,0.00535065,0.00350269,1.52758,-0.0917051,0.6112479365618685,False,False,True,True,True,False,True
+composition,l2 | Intermediate monocyte,4,77.0,0.0202857,0.0161644,1.25496,0.54336,0.32764138113118574,True,True,True,True,True,True,True,77.0,0.0181039,0.0161644,1.11998,0.546349,0.16347296964141067,True,True,True,True,True,True,True
+composition,l2 | MAIT,4,77.0,0.00627706,0.0114169,0.549805,0.45403,-0.8630080679157174,True,False,True,False,True,False,True,77.0,0.00658009,0.0114169,0.576347,0.514527,-0.7949904213329996,True,False,True,False,True,False,True
+composition,l2 | Memory B cell,4,77.0,0.0447186,0.0338764,1.32005,0.513894,0.40059257608819115,True,True,True,False,True,True,True,77.0,0.0457229,0.0338764,1.3497,0.487393,0.43263877275075274,True,True,True,False,True,True,True
+composition,l2 | Memory CD4 T cell,4,77.0,0.125948,0.120754,1.04301,0.493348,0.060752989958588015,True,True,True,False,True,False,True,77.0,0.127108,0.120754,1.05262,0.525598,0.07398471171104323,True,False,False,False,True,False,True
+composition,l2 | Memory CD8 T cell,4,77.0,0.113264,0.0834325,1.35755,0.676136,0.4410053349899526,True,True,True,False,False,True,True,77.0,0.11187,0.0834325,1.34085,0.750334,0.42314785293203483,True,True,True,False,False,True,True
+composition,l2 | Naive B cell,4,77.0,0.088987,0.0626482,1.42042,0.608689,0.5063175792547385,True,True,True,True,True,True,True,77.0,0.0848312,0.0626482,1.35409,0.624429,0.43732363126045193,True,True,True,True,True,True,True
+composition,l2 | Naive CD4 T cell,4,77.0,0.109195,0.0847528,1.28839,0.622614,0.3655693682189622,True,False,False,True,True,False,True,77.0,0.116416,0.0847528,1.37359,0.625293,0.45795144139289723,True,False,False,True,True,False,True
+composition,l2 | Naive CD8 T cell,4,77.0,0.0592035,0.0567959,1.04239,0.654401,0.05989514882335695,True,False,True,True,True,True,True,77.0,0.0565368,0.0567959,0.995438,0.704289,-0.006596633163628474,True,False,True,True,True,True,True
+composition,l2 | Plasma cell,4,77.0,0.00657143,0.0151411,0.434013,0.33388,-1.2041898384972305,False,True,True,True,True,False,True,77.0,0.0068658,0.0151411,0.453455,0.307037,-1.1409687073046002,False,True,True,True,True,False,True
+composition,l2 | Platelet,4,77.0,0.0181905,0.0255156,0.712916,0.439642,-0.488195995108247,True,True,True,False,False,True,True,77.0,0.0197835,0.0255156,0.775351,0.378546,-0.3670785311817174,True,False,True,False,False,True,True
+composition,l2 | Progenitor cell,4,77.0,0.00301299,0.00122918,2.45123,0.260358,1.29350585927269,False,False,True,False,False,True,True,77.0,0.00328139,0.00122918,2.66958,0.148747,1.4166127832687325,False,False,True,False,False,False,True
+composition,l2 | Proliferating NK cell,4,77.0,0.00774892,0.0148877,0.52049,0.233855,-0.9420576491129065,False,False,False,True,True,False,False,77.0,0.00780087,0.0148877,0.523979,0.512215,-0.9324191022142612,True,False,False,True,True,False,False
+composition,l2 | Proliferating T cell,4,77.0,0.00477056,0.00982082,0.48576,0.196099,-1.0416843990213454,False,False,True,True,True,False,False,77.0,0.00442424,0.00982082,0.450496,0.184582,-1.1504137986283112,False,False,False,True,True,False,False
+composition,l2 | Transitional B cell,4,77.0,0.00967965,0.0465841,0.207789,0.566157,-2.266808812471506,False,False,True,False,True,False,False,77.0,0.0102684,0.0465841,0.220427,0.653578,-2.1816271451146187,False,False,True,False,True,False,False
+composition,l2 | Treg,4,77.0,0.0243723,0.0206133,1.18236,0.239542,0.241669368120238,False,False,False,True,True,False,False,77.0,0.0237316,0.0206133,1.15128,0.229376,0.20323875048583276,False,False,False,True,True,False,False
+composition,l2 | cDC1,4,77.0,0.000406926,0.000291173,1.39754,-0.0142427,0.4828895760743898,False,False,False,False,False,True,True,77.0,0.000181818,0.000291173,0.624433,0.213673,-0.6793813120905828,False,False,False,False,True,False,False
+composition,l2 | cDC2,4,77.0,0.00302165,0.00407699,0.741146,0.470172,-0.43217032465311056,True,False,True,True,True,False,True,77.0,0.00296104,0.00407699,0.726281,0.544173,-0.46140025620939473,True,False,True,False,True,False,True
+composition,l2 | gdT,4,77.0,0.0574459,0.0525898,1.09234,0.61558,0.12742197710695902,True,True,True,False,False,False,False,77.0,0.0585022,0.0525898,1.11242,0.62369,0.15370158798623126,True,True,True,False,False,True,True
+composition,l2 | pDC,4,77.0,0.00130736,0.000991284,1.31885,0.270519,0.3992804883483018,False,True,True,False,True,True,True,77.0,0.00132468,0.000991284,1.33632,0.122709,0.4182655221330727,False,False,True,False,False,True,True
+state,C1Q-high monocyte (reference),4,75.0,0.0322283,0.0619527,0.520208,0.415266,-0.942839509002112,True,False,True,False,True,False,True,77.0,0.0167453,0.0644793,0.2597,0.0212208,-1.945082080871042,False,False,True,False,True,False,True
+state,Cycling T/NK,4,77.0,0.00269949,0.0107168,0.251894,0.18926,-1.9891113367427093,False,False,True,False,True,False,False,77.0,0.002595,0.0107575,0.241226,0.406157,-2.0515426816397406,False,False,True,False,True,False,False
+state,Cycling activated T (CD38/HLA-DR),4,77.0,0.00291505,0.0192634,0.151326,0.265666,-2.7242682101186237,False,False,True,False,True,False,False,77.0,0.002779,0.019277,0.144162,0.361212,-2.7942371635700907,False,False,True,False,True,False,False
+state,Proliferating T (label),4,77.0,0.00834623,0.0187963,0.444035,0.301627,-1.1712546968337572,False,False,False,False,True,False,False,77.0,0.00794046,0.0187963,0.422448,0.277146,-1.243154326886929,False,False,False,True,True,False,False
+state,Plasmablast (label),4,77.0,0.00657143,0.0151411,0.434013,0.33388,-1.2041898384972305,False,True,True,True,True,False,True,77.0,0.0068658,0.0151411,0.453455,0.307037,-1.1409687073046002,False,True,True,True,True,False,True
+state,Plasmablast (markers),4,77.0,0.00884848,0.0382709,0.231207,0.243552,-2.1127430174968302,False,True,True,False,True,False,False,77.0,0.00918615,0.038734,0.23716,0.281552,-2.076067393047009,False,True,True,False,True,False,False
+state,MS1 monocyte (IL1R2+),4,75.0,0.0086952,0.143562,0.0605676,0.465167,-4.045309944253385,False,False,True,False,False,False,True,77.0,0.00532665,0.152469,0.0349358,0.365977,-4.839150012641529,False,False,True,False,False,False,True
+state,Cycling monocyte (Ye 2026),4,75.0,0.00138488,0.0298004,0.0464718,0.203879,-4.427500663695598,False,False,True,False,True,False,True,77.0,0.00174835,0.0333629,0.0524039,0.297058,-4.254182005850046,False,False,True,False,True,False,True
+state,ISG-high monocyte (positive control),4,75.0,0.085043,0.142153,0.598251,0.706374,-0.7411771916002532,True,True,True,False,True,False,False,77.0,0.0879767,0.145016,0.606669,0.626489,-0.7210185014807751,True,True,True,False,True,False,True
+state,ISG-high T,4,77.0,0.0118777,0.0316391,0.375414,0.655984,-1.4134456424970534,False,False,True,False,True,True,True,77.0,0.0126466,0.0328881,0.384534,0.537654,-1.3788169298269568,False,False,True,False,True,True,True
+state,DN2 / ABC B,4,77.0,0.0293972,0.0486497,0.604261,0.297244,-0.7267562637587253,False,False,False,False,True,False,True,77.0,0.0293311,0.0479418,0.611805,0.177698,-0.7088561974621063,False,False,False,False,True,False,False
+state,HSPC,4,77.0,0.00206061,0.00113222,1.81997,0.169363,0.8639146695404877,False,False,True,False,False,True,True,77.0,0.0018961,0.00113898,1.66475,0.113897,0.7353055401550703,False,False,False,False,False,False,True
+state,Cytotoxic CD4 T,4,77.0,0.0164979,0.0168996,0.976227,0.569905,-0.034711441263293695,True,False,False,False,True,False,False,77.0,0.0141957,0.0169372,0.838135,0.642213,-0.25474545460929005,True,False,True,False,True,False,False
+state,Granulocyte-like (LDG),4,77.0,0.00132468,0.0233599,0.0567072,0.454067,-4.140324266867671,False,False,True,False,True,False,False,77.0,0.00116017,0.0238014,0.048744,0.379913,-4.358631544306865,False,False,True,False,True,False,True
+state,Platelet signal in monocytes (negative control),4,75.0,0.0930809,0.12344,0.754055,0.203835,-0.4072583388557711,False,False,True,False,True,False,True,77.0,0.116245,0.126616,0.918093,0.189809,-0.1232877932711151,False,False,True,False,False,False,True

paper-releases/pbisc-diffusion/updates/20261006T033847Z-bulkonly-lora5-k4000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_k4000_20261006/analysis/features/imperial_eskd/bulkonly.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8330be82015410115dec47789776165975b5b73a595a4f47c6be3119620fc07
+size 170290

paper-releases/pbisc-diffusion/updates/20261006T033847Z-bulkonly-lora5-k4000/diffusion/dataset/server_1/model8/plans/bulkonly_lora5_k4000_20261006/analysis/features/imperial_eskd/calibration.csv

@@ -0,0 +1,301 @@
+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
+composition,l1 | B cell,0,142,0.0711408,0.126236,0.563554,0.673601,0.0272437,0.077242,1.0,102 vs 31,-0.0253873,0.0069605,False,49 vs 62,,,
+composition,l1 | DC,0,142,0.029784,0.0297933,0.999688,0.234123,-0.012661,-0.00667869,1.0,102 vs 31,-0.00907176,-0.00699769,True,49 vs 62,,,
+composition,l1 | Monocyte,0,142,0.18107,0.164524,1.10057,0.447691,-0.0232735,-0.0288178,1.0,102 vs 31,-0.0420314,-0.00143428,True,49 vs 62,,,
+composition,l1 | NK cell,0,142,0.141582,0.173393,0.81654,0.308163,0.0407282,0.0345149,1.0,102 vs 31,0.0424727,-0.0117124,False,49 vs 62,,,
+composition,l1 | Other,0,142,0.0281221,0.0126964,2.21496,0.569867,0.0230618,0.00603858,1.0,102 vs 31,0.0157645,0.00907536,True,49 vs 62,,,
+composition,l1 | T cell,0,142,0.5483,0.493357,1.11137,0.525747,-0.0550993,-0.0822989,1.0,102 vs 31,0.0182532,0.00410854,True,49 vs 62,,,
+composition,l2 | ASDC,0,142,0.000455399,0.000667312,0.682438,-0.0753723,-0.000153911,6.92011e-05,0.0,102 vs 31,6.47356e-05,-0.00014724,False,49 vs 62,,,
+composition,l2 | CD14 monocyte,0,142,0.0810376,0.0786606,1.03022,0.502689,0.0139561,0.0161159,1.0,102 vs 31,0.00718806,0.00265751,True,49 vs 62,,,
+composition,l2 | CD16 monocyte,0,142,0.0691878,0.0521698,1.3262,0.393658,-0.0306789,-0.036432,1.0,102 vs 31,-0.0411339,0.00680995,False,49 vs 62,,,
+composition,l2 | CD56bright NK cell,0,142,0.0215869,0.0202299,1.06708,-0.0435817,0.00137824,-0.0057336,0.0,102 vs 31,0.000320386,-0.00931462,False,49 vs 62,,,
+composition,l2 | CD56dim NK cell,0,142,0.089784,0.11322,0.793006,0.257409,0.0133454,0.00469412,1.0,102 vs 31,0.0195868,-0.0130923,False,49 vs 62,,,
+composition,l2 | CD8aa,0,142,0.014,0.0191244,0.732049,0.509373,-0.00447923,-0.0124659,1.0,102 vs 31,-0.00421505,-0.00800139,True,49 vs 62,,,
+composition,l2 | DN T cell,0,142,0.0165399,0.00546797,3.02487,0.287153,0.0093833,0.00298683,1.0,102 vs 31,-0.00150998,-0.00152058,True,49 vs 62,,,
+composition,l2 | Effector B cell,0,142,0.00976526,0.0113725,0.858674,0.373708,0.00639363,0.00484433,1.0,102 vs 31,-0.00267127,0.000775085,False,49 vs 62,,,
+composition,l2 | Erythrocyte,0,142,0.00364319,0.0037526,0.970844,0.350079,0.00273076,0.00194498,1.0,102 vs 31,0.00196489,0.00137895,True,49 vs 62,,,
+composition,l2 | ILC,0,142,0.00320657,0.00144767,2.21498,0.318211,-0.000832595,-0.000584515,1.0,102 vs 31,-0.00127562,-0.000170084,True,49 vs 62,,,
+composition,l2 | Intermediate monocyte,0,142,0.0308451,0.0336937,0.915454,0.44279,-0.00655071,-0.00850175,1.0,102 vs 31,-0.00808558,-0.0109017,True,49 vs 62,,,
+composition,l2 | MAIT,0,142,0.00379812,0.00756601,0.501998,0.344901,-0.00144761,-0.00414792,1.0,102 vs 31,-0.00163287,-0.00374346,True,49 vs 62,,,
+composition,l2 | Memory B cell,0,142,0.0295352,0.023005,1.28386,0.642385,0.00453848,0.00311442,1.0,102 vs 31,-0.00628725,0.000990012,False,49 vs 62,,,
+composition,l2 | Memory CD4 T cell,0,142,0.084939,0.117056,0.72563,0.449867,-0.0557852,-0.0012705,1.0,102 vs 31,-0.0490599,-0.0614636,True,49 vs 62,,,
+composition,l2 | Memory CD8 T cell,0,142,0.248798,0.186392,1.33481,0.656063,0.0272045,-0.0361658,0.0,102 vs 31,0.0898885,0.0878157,True,49 vs 62,,,
+composition,l2 | Naive B cell,0,142,0.0260376,0.0580814,0.448294,0.578251,0.0130278,0.0439846,1.0,102 vs 31,-0.0158365,0.00822643,False,49 vs 62,,,
+composition,l2 | Naive CD4 T cell,0,142,0.03623,0.054277,0.667503,0.405443,-0.0178288,-0.000552391,1.0,102 vs 31,-0.0159572,-0.0104294,True,49 vs 62,,,
+composition,l2 | Naive CD8 T cell,0,142,0.0198638,0.0189901,1.04601,0.499211,-0.00258339,-0.00704072,1.0,102 vs 31,-0.0112971,-0.0104995,True,49 vs 62,,,
+composition,l2 | Plasma cell,0,142,0.00335211,0.0134829,0.24862,0.284151,0.00254417,0.0118024,1.0,102 vs 31,0.00126245,0.00617315,True,49 vs 62,,,
+composition,l2 | Platelet,0,142,0.0190986,0.00547651,3.48737,0.471623,0.0217995,0.00358495,1.0,102 vs 31,0.0152508,0.00654122,True,49 vs 62,,,
+composition,l2 | Progenitor cell,0,142,0.00217371,0.00201965,1.07628,0.0229597,-0.000635884,0.00109317,0.0,102 vs 31,-0.000175554,0.00132528,False,49 vs 62,,,
+composition,l2 | Proliferating NK cell,0,142,0.0302113,0.0399429,0.756361,0.636544,0.0260046,0.0355543,1.0,102 vs 31,0.0225655,0.0106945,True,49 vs 62,,,
+composition,l2 | Proliferating T cell,0,142,0.0064507,0.00538635,1.1976,0.350608,0.00607274,0.00408431,1.0,102 vs 31,0.00377156,0.00207567,True,49 vs 62,,,
+composition,l2 | Transitional B cell,0,142,0.0024507,0.0202943,0.120758,0.345152,0.000739616,0.0134963,1.0,102 vs 31,-0.00185473,-0.00920417,True,49 vs 62,,,
+composition,l2 | Treg,0,142,0.021723,0.0213879,1.01567,0.463989,-0.0125225,-0.000970451,1.0,102 vs 31,-0.0102194,-0.00723735,True,49 vs 62,,,
+composition,l2 | cDC1,0,142,0.00199531,0.00144781,1.37815,0.0271721,-0.000802024,-0.000893983,1.0,102 vs 31,-0.000860215,-0.000543138,True,49 vs 62,,,
+composition,l2 | cDC2,0,142,0.0206103,0.0215331,0.957145,0.290112,-0.0103234,-0.007897,1.0,102 vs 31,-0.00608646,-0.00822194,True,49 vs 62,,,
+composition,l2 | gdT,0,142,0.0959577,0.0577099,1.66276,0.678179,-0.00311322,-0.0267564,1.0,102 vs 31,0.0184847,0.0171124,True,49 vs 62,,,
+composition,l2 | pDC,0,142,0.006723,0.00614509,1.09404,0.137891,-0.00138162,0.00204308,0.0,102 vs 31,-0.00218982,0.00191463,False,49 vs 62,,,
+state,C1Q-high monocyte (reference),0,141,0.0212533,0.0560153,0.379419,0.078128,-0.00062945,0.0367798,0.0,101 vs 31,-0.00839543,0.0317782,False,48 vs 62,,,
+state,Cycling T/NK,0,142,0.000471813,0.00236014,0.199909,0.281342,0.000339575,0.00161454,1.0,102 vs 31,0.000118082,3.57124e-05,True,49 vs 62,,,
+state,Cycling activated T (CD38/HLA-DR),0,142,0.00115811,0.010225,0.113263,0.131167,0.000515912,0.00184591,1.0,102 vs 31,0.000443016,-0.000647688,False,49 vs 62,,,
+state,Proliferating T (label),0,142,0.0123765,0.0130241,0.950277,0.456529,0.0116697,0.0100011,1.0,102 vs 31,0.00519102,0.00493994,True,49 vs 62,,,
+state,Plasmablast (label),0,142,0.00335211,0.0134829,0.24862,0.284151,0.00254417,0.0118024,1.0,102 vs 31,0.00126245,0.00617315,True,49 vs 62,,,
+state,Plasmablast (markers),0,142,0.00725822,0.024594,0.295121,0.213506,0.00170209,0.0151599,1.0,102 vs 31,0.000428133,0.00684318,True,49 vs 62,,,
+state,MS1 monocyte (IL1R2+),0,141,0.000832727,0.0304916,0.02731,0.27536,0.000903875,0.0375822,1.0,101 vs 31,0.00122437,0.0541434,True,48 vs 62,,,
+state,Cycling monocyte (Ye 2026),0,141,0.000847563,0.0201695,0.042022,0.0784821,0.00118323,0.0128042,1.0,101 vs 31,0.00011192,0.0162264,True,48 vs 62,,,
+state,ISG-high monocyte (positive control),0,141,0.264729,0.378922,0.698638,0.866879,0.329753,0.408001,1.0,101 vs 31,0.237459,0.226927,True,48 vs 62,,,
+state,ISG-high T,0,142,0.0772457,0.138835,0.556387,0.792666,0.105631,0.161832,1.0,102 vs 31,0.092513,0.134713,True,49 vs 62,,,
+state,DN2 / ABC B,0,142,0.00983078,0.0511782,0.192089,0.0623265,0.00275789,0.00586474,1.0,102 vs 31,0.0013064,0.00265046,True,49 vs 62,,,
+state,HSPC,0,142,0.00126761,0.00173561,0.730353,0.0669355,-0.000863588,0.0008006,0.0,102 vs 31,-0.000108624,0.00081557,False,49 vs 62,,,
+state,Cytotoxic CD4 T,0,140,0.0754063,0.0450684,1.67315,0.0830784,0.030942,0.00862765,1.0,100 vs 31,0.0479146,0.0539042,True,47 vs 62,,,
+state,Granulocyte-like (LDG),0,142,0.000112676,0.00516365,0.021821,0.0770997,0.000128821,-0.000517042,0.0,102 vs 31,-2.80887e-05,0.000411144,False,49 vs 62,,,
+state,Platelet signal in monocytes (negative control),0,141,0.0148291,0.0265256,0.559046,0.256773,0.0140496,0.00694836,1.0,101 vs 31,0.0120136,0.0120688,True,48 vs 62,,,
+composition,l1 | B cell,1,143,0.119161,0.119516,0.997028,0.576282,0.0386638,0.0698195,1.0,102 vs 32,-0.055899,0.0061304,False,45 vs 66,,,
+composition,l1 | DC,1,143,0.0349604,0.0302815,1.15451,0.265076,-0.000700572,-0.0058257,1.0,102 vs 32,-0.00544848,-0.00804442,True,45 vs 66,,,
+composition,l1 | Monocyte,1,143,0.154434,0.170001,0.908429,0.416841,0.0339542,-0.0188243,0.0,102 vs 32,0.0219562,-0.013808,False,45 vs 66,,,
+composition,l1 | NK cell,1,143,0.069641,0.176062,0.395549,0.417068,0.00828922,0.0326229,1.0,102 vs 32,0.0113017,-0.00337953,False,45 vs 66,,,
+composition,l1 | Other,1,143,0.0122937,0.0139291,0.882589,0.380842,0.00559436,0.00734546,1.0,102 vs 32,0.00284242,0.0129651,True,45 vs 66,,,
+composition,l1 | T cell,1,143,0.60951,0.490211,1.24336,0.518732,-0.0858011,-0.0851379,1.0,102 vs 32,0.0252471,0.0061364,True,45 vs 66,,,
+composition,l2 | ASDC,1,143,0.000610723,0.000698275,0.874616,0.0496272,0.000133987,0.000139933,1.0,102 vs 32,-0.000109091,-9.97492e-05,True,45 vs 66,,,
+composition,l2 | CD14 monocyte,1,143,0.0944802,0.07649,1.2352,0.472657,0.0380441,0.0150253,1.0,102 vs 32,0.0310242,-0.00944826,False,45 vs 66,,,
+composition,l2 | CD16 monocyte,1,143,0.0281911,0.059269,0.475647,0.366203,-0.00518505,-0.0267727,1.0,102 vs 32,-0.00673805,0.00838883,False,45 vs 66,,,
+composition,l2 | CD56bright NK cell,1,143,0.0136737,0.0203163,0.673039,0.16903,-0.00353145,-0.00603288,1.0,102 vs 32,-0.00393333,-0.007425,True,45 vs 66,,,
+composition,l2 | CD56dim NK cell,1,143,0.0413007,0.116298,0.355127,0.453003,0.00237908,0.00412547,1.0,102 vs 32,0.00892997,-0.00980829,False,45 vs 66,,,
+composition,l2 | CD8aa,1,143,0.00881585,0.0204169,0.431792,0.538843,-0.00419363,-0.0111275,1.0,102 vs 32,-0.00328687,-0.00737847,True,45 vs 66,,,
+composition,l2 | DN T cell,1,143,0.0148671,0.00510891,2.91004,0.289412,0.00713971,0.00244827,1.0,102 vs 32,-0.00173266,-0.00192589,True,45 vs 66,,,
+composition,l2 | Effector B cell,1,143,0.025627,0.00979223,2.61708,0.27715,0.00997549,0.00319589,1.0,102 vs 32,-0.0135946,-0.000456636,True,45 vs 66,,,
+composition,l2 | Erythrocyte,1,143,0.00117949,0.00396321,0.297609,0.196562,0.000438725,0.00216335,1.0,102 vs 32,0.000410101,0.00208164,True,45 vs 66,,,
+composition,l2 | ILC,1,143,0.00296037,0.00149668,1.97796,0.105373,-0.000399101,-0.000644586,1.0,102 vs 32,-0.000837037,-0.000160848,True,45 vs 66,,,
+composition,l2 | Intermediate monocyte,1,143,0.0317622,0.0342417,0.927589,0.430675,0.00109518,-0.00707691,0.0,102 vs 32,-0.00232997,-0.0127486,True,45 vs 66,,,
+composition,l2 | MAIT,1,143,0.00305361,0.00771447,0.395829,0.305682,-0.00337663,-0.00346417,1.0,102 vs 32,-0.00184579,-0.0031608,True,45 vs 66,,,
+composition,l2 | Memory B cell,1,143,0.0472634,0.0209773,2.25308,0.533519,-0.00107966,0.000525636,0.0,102 vs 32,-0.0215401,-0.000728318,True,45 vs 66,,,
+composition,l2 | Memory CD4 T cell,1,143,0.128131,0.110577,1.15874,0.442897,-0.0761013,-0.00205013,1.0,102 vs 32,-0.0319394,-0.0566494,True,45 vs 66,,,
+composition,l2 | Memory CD8 T cell,1,143,0.256909,0.187126,1.37292,0.662247,0.0125568,-0.0408633,0.0,102 vs 32,0.0633468,0.0903917,True,45 vs 66,,,
+composition,l2 | Naive B cell,1,143,0.0366853,0.0571614,0.641784,0.668155,0.0216266,0.0428688,1.0,102 vs 32,-0.0210296,0.0133003,False,45 vs 66,,,
+composition,l2 | Naive CD4 T cell,1,143,0.0520979,0.0532178,0.978956,0.480053,-0.00373039,-0.00178697,1.0,102 vs 32,-0.00340135,-0.0126667,True,45 vs 66,,,
+composition,l2 | Naive CD8 T cell,1,143,0.02138,0.0188127,1.13646,0.591777,-0.00312949,-0.00865325,1.0,102 vs 32,-0.0106034,-0.0110171,True,45 vs 66,,,
+composition,l2 | Plasma cell,1,143,0.00719814,0.011471,0.627509,0.293191,0.00707353,0.00930214,1.0,102 vs 32,0.00233199,0.00167768,True,45 vs 66,,,
+composition,l2 | Platelet,1,143,0.00469464,0.00681103,0.68927,0.349656,0.00441626,0.0051632,1.0,102 vs 32,0.00350168,0.0113246,True,45 vs 66,,,
+composition,l2 | Progenitor cell,1,143,0.00345921,0.00165821,2.0861,0.343061,0.00113848,0.000663501,1.0,102 vs 32,-0.000232323,-0.000280246,True,45 vs 66,,,
+composition,l2 | Proliferating NK cell,1,143,0.0146667,0.0394472,0.371805,0.613571,0.00944158,0.0345303,1.0,102 vs 32,0.00630505,0.0138538,True,45 vs 66,,,
+composition,l2 | Proliferating T cell,1,143,0.006662,0.00510869,1.30405,0.348758,0.0051201,0.00315986,1.0,102 vs 32,0.00120202,0.00191148,True,45 vs 66,,,
+composition,l2 | Transitional B cell,1,143,0.00238695,0.0201142,0.11867,0.518961,0.00106781,0.0139271,1.0,102 vs 32,-0.00206667,-0.0076626,True,45 vs 66,,,
+composition,l2 | Treg,1,143,0.027035,0.0207329,1.30396,0.405817,-0.00888521,-0.00149146,1.0,102 vs 32,-0.00388754,-0.00677656,True,45 vs 66,,,
+composition,l2 | cDC1,1,143,0.00114219,0.00158742,0.719526,0.0435155,-9.19118e-05,-0.000647243,1.0,102 vs 32,-0.000408754,-0.000724791,True,45 vs 66,,,
+composition,l2 | cDC2,1,143,0.0254965,0.0220312,1.15729,0.269017,-0.00528145,-0.00656358,1.0,102 vs 32,-0.00228956,-0.00873965,True,45 vs 66,,,
+composition,l2 | gdT,1,143,0.0905594,0.0613953,1.47502,0.589412,-0.011201,-0.0213092,1.0,102 vs 32,0.0173953,0.0134081,True,45 vs 66,,,
+composition,l2 | pDC,1,143,0.00771096,0.00596463,1.29278,0.278197,0.00453881,0.00124519,1.0,102 vs 32,-0.00264108,0.00151977,False,45 vs 66,,,
+state,C1Q-high monocyte (reference),1,142,0.00299765,0.0559032,0.0536221,0.0306207,0.00256261,0.0366094,1.0,101 vs 32,-9.75633e-05,0.0373884,False,44 vs 66,,,
+state,Cycling T/NK,1,143,0.000847861,0.00270298,0.313676,0.248196,0.000524679,0.00188901,1.0,102 vs 32,0.000103305,0.000684368,True,45 vs 66,,,
+state,Cycling activated T (CD38/HLA-DR),1,143,0.00125486,0.0110701,0.113355,0.0735928,0.00102916,0.00246541,1.0,102 vs 32,-4.57994e-05,0.00236732,False,45 vs 66,,,
+state,Proliferating T (label),1,143,0.0132818,0.0124327,1.06829,0.472559,0.010695,0.00846793,1.0,102 vs 32,0.000892858,0.00485971,True,45 vs 66,,,
+state,Plasmablast (label),1,143,0.00719814,0.011471,0.627509,0.293191,0.00707353,0.00930214,1.0,102 vs 32,0.00233199,0.00167768,True,45 vs 66,,,
+state,Plasmablast (markers),1,143,0.0125641,0.0230126,0.545966,0.375832,0.00943015,0.0129576,1.0,102 vs 32,0.00117374,0.00228966,True,45 vs 66,,,
+state,MS1 monocyte (IL1R2+),1,142,0.00399222,0.0225857,0.176759,0.486444,0.00506223,0.0271412,1.0,101 vs 32,0.00921326,0.0386641,True,44 vs 66,,,
+state,Cycling monocyte (Ye 2026),1,142,0.00128575,0.0141868,0.0906299,0.102954,-0.000214897,0.00674467,0.0,101 vs 32,0.000578974,0.00445199,True,44 vs 66,,,
+state,ISG-high monocyte (positive control),1,142,0.254674,0.349228,0.729247,0.804964,0.275577,0.346472,1.0,101 vs 32,0.179216,0.228877,True,44 vs 66,,,
+state,ISG-high T,1,143,0.0706532,0.14196,0.497699,0.740007,0.0931457,0.154787,1.0,102 vs 32,0.0656471,0.144985,True,45 vs 66,,,
+state,DN2 / ABC B,1,143,0.0169483,0.049538,0.342128,0.0428334,0.00797615,0.00811455,1.0,102 vs 32,0.00333575,0.00597829,True,45 vs 66,,,
+state,HSPC,1,143,0.00202331,0.00151349,1.33685,0.292061,0.000634804,0.000496492,1.0,102 vs 32,-0.000272727,-0.00041019,True,45 vs 66,,,
+state,Cytotoxic CD4 T,1,142,0.0388403,0.0522327,0.743601,0.336191,0.00849912,0.0151539,1.0,101 vs 32,0.0197962,0.0638694,True,44 vs 66,,,
+state,Granulocyte-like (LDG),1,143,2.7972e-05,0.00627569,0.00445721,0.0549221,-2.20588e-05,-0.000176089,1.0,102 vs 32,9.42761e-06,0.00170674,True,45 vs 66,,,
+state,Platelet signal in monocytes (negative control),1,142,0.0105074,0.0225097,0.466792,0.260119,0.00757399,0.0079587,1.0,101 vs 32,0.0017115,0.0120055,True,44 vs 66,,,
+composition,l1 | B cell,2,142,0.118338,0.123023,0.961915,0.593928,0.0696887,0.0685,1.0,103 vs 31,-0.0378816,0.00999189,False,46 vs 65,,,
+composition,l1 | DC,2,142,0.0333239,0.0282771,1.17848,0.209612,0.00447667,-0.0021417,0.0,103 vs 31,-0.00270725,-0.00837727,True,46 vs 65,,,
+composition,l1 | Monocyte,2,142,0.186643,0.162058,1.1517,0.376513,0.0673995,-0.0139122,0.0,103 vs 31,0.0423581,-0.0146411,False,46 vs 65,,,
+composition,l1 | NK cell,2,142,0.0842535,0.163853,0.514201,0.317274,0.0216233,0.0140505,1.0,103 vs 31,0.0405066,0.0267692,True,46 vs 65,,,
+composition,l1 | Other,2,142,0.0159906,0.0132478,1.20703,0.36529,0.00905522,0.00815722,1.0,103 vs 31,0.00607848,0.0135172,True,46 vs 65,,,
+composition,l1 | T cell,2,142,0.561451,0.50954,1.10188,0.509715,-0.172243,-0.0746538,1.0,103 vs 31,-0.0483543,-0.02726,True,46 vs 65,,,
+composition,l2 | ASDC,2,142,0.00041784,0.000635879,0.657107,0.0238275,7.45381e-05,0.000205962,1.0,103 vs 31,0.000127759,-3.13662e-05,False,46 vs 65,,,
+composition,l2 | CD14 monocyte,2,142,0.0995681,0.0732173,1.3599,0.417898,0.0600021,0.0205078,1.0,103 vs 31,0.0500555,-0.00954786,False,46 vs 65,,,
+composition,l2 | CD16 monocyte,2,142,0.0446291,0.0559824,0.797199,0.428333,-0.00595031,-0.0265948,1.0,103 vs 31,-0.0123373,0.00743177,False,46 vs 65,,,
+composition,l2 | CD56bright NK cell,2,142,0.0120892,0.0205658,0.587831,0.0537966,-0.0013231,-0.00634849,1.0,103 vs 31,-0.000309253,-0.00880145,True,46 vs 65,,,
+composition,l2 | CD56dim NK cell,2,142,0.0515587,0.107225,0.480846,0.311375,0.00573818,-0.00850991,0.0,103 vs 31,0.0218651,0.01033,True,46 vs 65,,,
+composition,l2 | CD8aa,2,142,0.0126385,0.0204028,0.619449,0.519784,-0.00489508,-0.00967982,1.0,103 vs 31,-0.00471773,-0.0092815,True,46 vs 65,,,
+composition,l2 | DN T cell,2,142,0.0188263,0.00530143,3.55117,0.332895,0.00864829,0.00255266,1.0,103 vs 31,-0.00443857,-0.00180582,True,46 vs 65,,,
+composition,l2 | Effector B cell,2,142,0.0269859,0.0099979,2.69916,0.207923,0.0189354,0.00365595,1.0,103 vs 31,-0.0139565,-0.000859184,True,46 vs 65,,,
+composition,l2 | Erythrocyte,2,142,0.00306573,0.00371567,0.82508,0.151972,0.000954797,0.00281317,1.0,103 vs 31,0.000123077,0.00215227,True,46 vs 65,,,
+composition,l2 | ILC,2,142,0.00378404,0.00146101,2.59002,0.0949933,0.000601942,-0.000302344,0.0,103 vs 31,-0.000440134,-0.000293468,True,46 vs 65,,,
+composition,l2 | Intermediate monocyte,2,142,0.042446,0.0328586,1.29178,0.336506,0.0133477,-0.00782517,0.0,103 vs 31,0.00463991,-0.012525,False,46 vs 65,,,
+composition,l2 | MAIT,2,142,0.0031784,0.00793804,0.400402,0.440102,-0.00312141,-0.00358465,1.0,103 vs 31,-0.0016553,-0.00386083,True,46 vs 65,,,
+composition,l2 | Memory B cell,2,142,0.0407559,0.0218168,1.86809,0.52976,0.0123708,0.000556188,1.0,103 vs 31,-0.0225808,-0.00238022,True,46 vs 65,,,
+composition,l2 | Memory CD4 T cell,2,142,0.0819906,0.120741,0.679062,0.431043,-0.0844124,0.0118604,0.0,103 vs 31,-0.0384905,-0.0758319,True,46 vs 65,,,
+composition,l2 | Memory CD8 T cell,2,142,0.248624,0.190664,1.30399,0.646627,-0.0321635,-0.046537,1.0,103 vs 31,0.0348649,0.0835784,True,46 vs 65,,,
+composition,l2 | Naive B cell,2,142,0.0303239,0.0586009,0.517466,0.612031,0.0197536,0.0409118,1.0,103 vs 31,-0.016946,0.0132101,False,46 vs 65,,,
+composition,l2 | Naive CD4 T cell,2,142,0.0541408,0.0552081,0.980668,0.494916,-0.0376081,-0.000616501,1.0,103 vs 31,-0.0316932,-0.012486,True,46 vs 65,,,
+composition,l2 | Naive CD8 T cell,2,142,0.0159577,0.0202432,0.788302,0.545821,-0.00683558,-0.00753222,1.0,103 vs 31,-0.0149046,-0.0115205,True,46 vs 65,,,
+composition,l2 | Plasma cell,2,142,0.0188357,0.0120993,1.55675,0.221112,0.0176192,0.0103342,1.0,103 vs 31,0.0164671,0.00794842,True,46 vs 65,,,
+composition,l2 | Platelet,2,142,0.00521127,0.00655979,0.794426,0.394701,0.00461238,0.00514295,1.0,103 vs 31,0.00461494,0.0118187,True,46 vs 65,,,
+composition,l2 | Progenitor cell,2,142,0.00392958,0.00151138,2.59999,0.30792,0.00288611,0.000503439,1.0,103 vs 31,0.0017806,-0.000160222,False,46 vs 65,,,
+composition,l2 | Proliferating NK cell,2,142,0.0206056,0.0360627,0.571383,0.614599,0.0172083,0.0289089,1.0,103 vs 31,0.0189507,0.0252407,True,46 vs 65,,,
+composition,l2 | Proliferating T cell,2,142,0.00698592,0.00532705,1.31141,0.465332,0.00659818,0.00331666,1.0,103 vs 31,0.00502921,0.00206143,True,46 vs 65,,,
+composition,l2 | Transitional B cell,2,142,0.00143662,0.0205084,0.0700504,0.582174,0.00100971,0.0130419,1.0,103 vs 31,-0.000865329,-0.00792723,True,46 vs 65,,,
+composition,l2 | Treg,2,142,0.0224789,0.0220566,1.01915,0.500731,-0.0085249,-0.00116581,1.0,103 vs 31,-0.00867536,-0.00781266,True,46 vs 65,,,
+composition,l2 | cDC1,2,142,0.00230516,0.0014892,1.54793,0.240628,0.000442426,-0.000241168,0.0,103 vs 31,-0.000596656,-0.000809797,True,46 vs 65,,,
+composition,l2 | cDC2,2,142,0.0262817,0.0203201,1.29339,0.199369,0.00192254,-0.00325217,0.0,103 vs 31,-0.00330323,-0.00927226,True,46 vs 65,,,
+composition,l2 | gdT,2,142,0.0966291,0.0616582,1.56717,0.622976,-0.00992901,-0.0232675,1.0,103 vs 31,0.0163269,0.00969947,True,46 vs 65,,,
+composition,l2 | pDC,2,142,0.00431925,0.00583199,0.740613,0.308996,0.00203716,0.00114568,1.0,103 vs 31,0.00106488,0.00173616,True,46 vs 65,,,
+state,C1Q-high monocyte (reference),2,141,0.00691518,0.0539221,0.128244,0.101819,0.000857949,0.0341574,1.0,102 vs 31,0.0011315,0.038432,True,45 vs 65,,,
+state,Cycling T/NK,2,142,0.00152827,0.00241855,0.631897,0.168015,0.00136072,0.00170553,1.0,103 vs 31,0.00156312,0.000531077,True,46 vs 65,,,
+state,Cycling activated T (CD38/HLA-DR),2,142,0.00191793,0.00983041,0.195101,0.229878,0.0017439,0.00170457,1.0,103 vs 31,0.00169756,0.00209159,True,46 vs 65,,,
+state,Proliferating T (label),2,142,0.0191167,0.0122036,1.56648,0.546557,0.0201148,0.00805034,1.0,103 vs 31,0.0115927,0.00597332,True,46 vs 65,,,
+state,Plasmablast (label),2,142,0.0188357,0.0120993,1.55675,0.221112,0.0176192,0.0103342,1.0,103 vs 31,0.0164671,0.00794842,True,46 vs 65,,,
+state,Plasmablast (markers),2,142,0.0212441,0.0215445,0.986059,0.287539,0.0187009,0.0131771,1.0,103 vs 31,0.0172856,0.00950746,True,46 vs 65,,,
+state,MS1 monocyte (IL1R2+),2,141,0.00286181,0.0227322,0.125892,0.391581,0.00379091,0.0284026,1.0,102 vs 31,0.00756637,0.0474419,True,45 vs 65,,,
+state,Cycling monocyte (Ye 2026),2,141,0.00172338,0.0153669,0.112149,0.373794,0.00226612,0.0104257,1.0,102 vs 31,0.00333439,0.0116934,True,45 vs 65,,,
+state,ISG-high monocyte (positive control),2,141,0.241309,0.32044,0.753054,0.761403,0.260923,0.305941,1.0,102 vs 31,0.303406,0.266993,True,45 vs 65,,,
+state,ISG-high T,2,142,0.0739022,0.125266,0.589962,0.785654,0.0963516,0.13364,1.0,103 vs 31,0.119927,0.1505,True,46 vs 65,,,
+state,DN2 / ABC B,2,142,0.0179489,0.0380311,0.471953,0.0865351,0.00297164,0.00847884,1.0,103 vs 31,0.00684184,-0.00142511,False,46 vs 65,,,
+state,HSPC,2,142,0.00247887,0.00134225,1.8468,0.171275,0.00154901,0.000360668,1.0,103 vs 31,0.000902564,-0.000300978,False,46 vs 65,,,
+state,Cytotoxic CD4 T,2,141,0.0662182,0.0448095,1.47777,0.331617,0.00561062,0.00784072,1.0,102 vs 31,0.0456908,0.0560346,True,45 vs 65,,,
+state,Granulocyte-like (LDG),2,142,4.22535e-05,0.00474219,0.00891012,0.0558834,3.02746e-05,-0.000521953,0.0,103 vs 31,1.69454e-05,0.00102819,True,46 vs 65,,,
+state,Platelet signal in monocytes (negative control),2,141,0.0150772,0.0193955,0.777355,0.26033,0.0083025,0.00960416,1.0,102 vs 31,0.00885943,0.0113832,True,45 vs 65,,,
+composition,l1 | B cell,3,145,0.0696966,0.123619,0.563802,0.65916,0.0324514,0.0720607,1.0,104 vs 31,-0.0249937,0.0146534,False,48 vs 66,,,
+composition,l1 | DC,3,145,0.0206437,0.031077,0.664275,0.340159,-0.00452564,-0.00650773,1.0,104 vs 31,-0.00375758,-0.005875,True,48 vs 66,,,
+composition,l1 | Monocyte,3,145,0.225361,0.173811,1.29659,0.482459,0.0257202,-0.0189086,0.0,104 vs 31,0.0134937,-0.00317443,False,48 vs 66,,,
+composition,l1 | NK cell,3,145,0.171867,0.167078,1.02866,0.304925,0.0472446,0.0265413,1.0,104 vs 31,0.108213,-0.0285641,False,48 vs 66,,,
+composition,l1 | Other,3,145,0.00889655,0.0147441,0.603399,0.440437,0.00292308,0.00868221,1.0,104 vs 31,0.00263384,0.0148556,True,48 vs 66,,,
+composition,l1 | T cell,3,145,0.503536,0.489671,1.02831,0.523898,-0.103814,-0.0818679,1.0,104 vs 31,-0.0955896,0.00810455,False,48 vs 66,,,
+composition,l2 | ASDC,3,145,0.000326437,0.000683102,0.477874,0.0267209,-1.71629e-05,7.33629e-05,0.0,104 vs 31,-2.77778e-05,-0.000154854,True,48 vs 66,,,
+composition,l2 | CD14 monocyte,3,145,0.10789,0.0826669,1.30511,0.514038,0.0271168,0.0202999,1.0,104 vs 31,0.0207652,0.00842213,True,48 vs 66,,,
+composition,l2 | CD16 monocyte,3,145,0.0702483,0.0564023,1.24549,0.434086,-0.00633623,-0.0314567,1.0,104 vs 31,-0.00965783,-0.000566773,True,48 vs 66,,,
+composition,l2 | CD56bright NK cell,3,145,0.0217701,0.0193849,1.12304,-0.104464,0.00190633,-0.0065206,0.0,104 vs 31,0.00648611,-0.00939404,False,48 vs 66,,,
+composition,l2 | CD56dim NK cell,3,145,0.119039,0.110399,1.07826,0.380122,0.0200323,0.00174865,1.0,104 vs 31,0.0666578,-0.0249648,False,48 vs 66,,,
+composition,l2 | CD8aa,3,145,0.0071908,0.0197527,0.364042,0.352804,-0.00153495,-0.0111853,1.0,104 vs 31,-0.00172854,-0.00850055,True,48 vs 66,,,
+composition,l2 | DN T cell,3,145,0.0119494,0.00518418,2.30498,0.311004,0.00736766,0.00272432,1.0,104 vs 31,-0.00168434,-0.00159291,True,48 vs 66,,,
+composition,l2 | Effector B cell,3,145,0.0100966,0.0110492,0.913785,0.264683,0.00231534,0.00441659,1.0,104 vs 31,-0.00817424,0.00305535,False,48 vs 66,,,
+composition,l2 | Erythrocyte,3,145,0.000841379,0.00396039,0.212449,0.141871,2.48139e-05,0.00205309,1.0,104 vs 31,0.000324495,0.00188536,True,48 vs 66,,,
+composition,l2 | ILC,3,145,0.00184368,0.00152388,1.20986,0.0673096,0.000306038,-0.000535024,0.0,104 vs 31,7.57576e-06,-3.08579e-05,False,48 vs 66,,,
+composition,l2 | Intermediate monocyte,3,145,0.047223,0.034742,1.35925,0.388525,0.00493962,-0.00775185,0.0,104 vs 31,0.00238636,-0.0110298,False,48 vs 66,,,
+composition,l2 | MAIT,3,145,0.00432184,0.00712097,0.606917,0.29197,-0.00354053,-0.0024848,1.0,104 vs 31,-0.00124621,-0.0038882,True,48 vs 66,,,
+composition,l2 | Memory B cell,3,145,0.0191034,0.0227131,0.841076,0.459285,-0.00214909,0.00300881,0.0,104 vs 31,-0.00887247,0.00456406,False,48 vs 66,,,
+composition,l2 | Memory CD4 T cell,3,145,0.101789,0.108377,0.939207,0.439675,-0.024489,-0.00711189,1.0,104 vs 31,-0.0592285,-0.0622759,True,48 vs 66,,,
+composition,l2 | Memory CD8 T cell,3,145,0.180745,0.194208,0.930677,0.708979,-0.0831299,-0.0446711,1.0,104 vs 31,0.00685354,0.102663,True,48 vs 66,,,
+composition,l2 | Naive B cell,3,145,0.0315402,0.0568503,0.554794,0.6417,0.0229467,0.0408094,1.0,104 vs 31,-0.0097399,0.00982518,False,48 vs 66,,,
+composition,l2 | Naive CD4 T cell,3,145,0.051131,0.0515327,0.992206,0.461565,0.0138191,0.00623383,1.0,104 vs 31,-0.0153624,-0.0121371,True,48 vs 66,,,
+composition,l2 | Naive CD8 T cell,3,145,0.0300552,0.0166578,1.80427,0.41413,0.0139392,-0.0021926,0.0,104 vs 31,-0.0264583,-0.0121824,True,48 vs 66,,,
+composition,l2 | Plasma cell,3,145,0.00677701,0.0128885,0.525818,0.298677,0.007884,0.0109264,1.0,104 vs 31,0.00253914,0.00550208,True,48 vs 66,,,
+composition,l2 | Platelet,3,145,0.00342989,0.00722786,0.474537,0.355322,0.000250827,0.00604637,1.0,104 vs 31,0.00138258,0.0121739,True,48 vs 66,,,
+composition,l2 | Progenitor cell,3,145,0.00278161,0.00203194,1.36894,0.263017,0.0023414,0.00111777,1.0,104 vs 31,0.000919192,0.000827186,True,48 vs 66,,,
+composition,l2 | Proliferating NK cell,3,145,0.0310575,0.0372934,0.832787,0.485879,0.025306,0.0313133,1.0,104 vs 31,0.0350694,0.00579476,True,48 vs 66,,,
+composition,l2 | Proliferating T cell,3,145,0.00474023,0.00524817,0.903215,0.289214,0.00377792,0.00317606,1.0,104 vs 31,0.00162247,0.00208766,True,48 vs 66,,,
+composition,l2 | Transitional B cell,3,145,0.00217931,0.0201177,0.108328,0.496522,0.00145451,0.0128994,1.0,104 vs 31,-0.000746212,-0.00829329,True,48 vs 66,,,
+composition,l2 | Treg,3,145,0.0229701,0.020173,1.13866,0.334723,-0.0011493,-0.000980096,1.0,104 vs 31,-0.0104482,-0.00758379,True,48 vs 66,,,
+composition,l2 | cDC1,3,145,0.000390805,0.00163656,0.238796,-0.125197,-0.000169975,-0.000704176,1.0,104 vs 31,-0.000208333,-0.000603382,True,48 vs 66,,,
+composition,l2 | cDC2,3,145,0.0145793,0.0226045,0.644974,0.351202,-0.00469872,-0.00740004,1.0,104 vs 31,-0.00280051,-0.00709978,True,48 vs 66,,,
+composition,l2 | gdT,3,145,0.0886437,0.0614167,1.44331,0.676292,-0.0288739,-0.0253763,1.0,104 vs 31,0.0120909,0.0115144,True,48 vs 66,,,
+composition,l2 | pDC,3,145,0.00534713,0.00615283,0.869052,0.260884,0.000360215,0.00152312,1.0,104 vs 31,-0.00072096,0.00198302,False,48 vs 66,,,
+state,C1Q-high monocyte (reference),3,144,0.0339679,0.0571551,0.59431,0.145917,0.0168057,0.0298184,1.0,103 vs 31,0.00807281,0.0200953,True,47 vs 66,,,
+state,Cycling T/NK,3,145,0.0011375,0.00267569,0.425126,0.215802,0.000978513,0.00168379,1.0,104 vs 31,-1.62344e-05,0.000500037,False,48 vs 66,,,
+state,Cycling activated T (CD38/HLA-DR),3,145,0.00188708,0.0126151,0.149589,0.268772,0.00178343,0.00217466,1.0,104 vs 31,0.000633137,0.00168502,True,48 vs 66,,,
+state,Proliferating T (label),3,145,0.0103217,0.0125784,0.820591,0.433096,0.00958599,0.0083304,1.0,104 vs 31,0.00560001,0.00471793,True,48 vs 66,,,
+state,Plasmablast (label),3,145,0.00677701,0.0128885,0.525818,0.298677,0.007884,0.0109264,1.0,104 vs 31,0.00253914,0.00550208,True,48 vs 66,,,
+state,Plasmablast (markers),3,145,0.0105793,0.0265521,0.398435,0.394249,0.00848842,0.014797,1.0,104 vs 31,0.0021048,0.00674918,True,48 vs 66,,,
+state,MS1 monocyte (IL1R2+),3,144,0.00473892,0.0377931,0.125391,0.461586,0.00564696,0.0452366,1.0,103 vs 31,0.00521094,0.0663134,True,47 vs 66,,,
+state,Cycling monocyte (Ye 2026),3,144,0.000751355,0.0247865,0.0303131,0.148815,0.000981202,0.0139274,1.0,103 vs 31,0.000131506,0.0218884,True,47 vs 66,,,
+state,ISG-high monocyte (positive control),3,144,0.272411,0.414504,0.657198,0.881284,0.282568,0.370092,1.0,103 vs 31,0.189243,0.216387,True,47 vs 66,,,
+state,ISG-high T,3,145,0.0464459,0.160358,0.289638,0.79423,0.0579223,0.173294,1.0,104 vs 31,0.0426591,0.16239,True,48 vs 66,,,
+state,DN2 / ABC B,3,145,0.0115758,0.0517432,0.223716,0.0245428,-0.00368123,0.00610078,0.0,104 vs 31,-0.00340851,0.00972954,False,48 vs 66,,,
+state,HSPC,3,145,0.00182069,0.00185634,0.980797,0.17455,0.00152109,0.00091329,1.0,104 vs 31,0.000507576,0.000508787,True,48 vs 66,,,
+state,Cytotoxic CD4 T,3,143,0.0617169,0.0535249,1.15305,0.239807,-0.0209168,0.0158149,0.0,102 vs 31,0.0137013,0.0650579,True,46 vs 66,,,
+state,Granulocyte-like (LDG),3,145,0.000229885,0.00700002,0.0328406,0.270531,9.94624e-05,-0.000512515,0.0,104 vs 31,9.34343e-05,0.0011072,True,48 vs 66,,,
+state,Platelet signal in monocytes (negative control),3,144,0.00461135,0.0402932,0.114445,0.146458,0.000985893,0.0151094,1.0,103 vs 31,0.00492682,0.0232823,True,47 vs 66,,,
+composition,l1 | B cell,4,143,0.150326,0.123343,1.21876,0.61844,0.0756818,0.0722845,1.0,104 vs 31,-0.00916402,0.0109451,False,49 vs 63,,,
+composition,l1 | DC,4,143,0.0241865,0.03105,0.778952,0.326133,-0.000806245,-0.00586787,1.0,104 vs 31,-0.00812094,-0.00434492,True,49 vs 63,,,
+composition,l1 | Monocyte,4,143,0.172503,0.175679,0.981924,0.269261,0.0354291,-0.00910701,0.0,104 vs 31,-0.0224293,-0.00525052,True,49 vs 63,,,
+composition,l1 | NK cell,4,143,0.136769,0.163061,0.83876,0.250781,0.0101144,0.0171564,1.0,104 vs 31,0.0198398,-0.0292911,False,49 vs 63,,,
+composition,l1 | Other,4,143,0.0198182,0.0151779,1.30573,0.393656,0.0105604,0.008801,1.0,104 vs 31,0.00625397,0.0148272,True,49 vs 63,,,
+composition,l1 | T cell,4,143,0.496396,0.491688,1.00958,0.49132,-0.130979,-0.083267,1.0,104 vs 31,0.0136206,0.0131143,True,49 vs 63,,,
+composition,l2 | ASDC,4,143,0.000424242,0.000667323,0.635737,0.0830797,0.000188379,1.53938e-06,1.0,104 vs 31,-7.55858e-05,-5.51377e-05,True,49 vs 63,,,
+composition,l2 | CD14 monocyte,4,143,0.0586946,0.0830709,0.706561,0.325331,0.0359293,0.0211147,1.0,104 vs 31,0.0275571,0.00427919,True,49 vs 63,,,
+composition,l2 | CD16 monocyte,4,143,0.0756737,0.0577542,1.31027,0.300585,-0.0149979,-0.0232418,1.0,104 vs 31,-0.046062,0.00163847,False,49 vs 63,,,
+composition,l2 | CD56bright NK cell,4,143,0.0222191,0.0198926,1.11695,0.133049,-0.00359781,-0.00644151,1.0,104 vs 31,-0.00517763,-0.00892806,True,49 vs 63,,,
+composition,l2 | CD56dim NK cell,4,143,0.077035,0.108031,0.713084,0.36968,-0.0142186,-0.00476282,1.0,104 vs 31,0.00387453,-0.0248117,False,49 vs 63,,,
+composition,l2 | CD8aa,4,143,0.0133566,0.01953,0.683903,0.407495,-0.00365426,-0.0121406,1.0,104 vs 31,-0.00299017,-0.00897635,True,49 vs 63,,,
+composition,l2 | DN T cell,4,143,0.0186946,0.00543816,3.43768,0.276388,0.00732692,0.00281406,1.0,104 vs 31,-0.00210733,-0.00151623,True,49 vs 63,,,
+composition,l2 | Effector B cell,4,143,0.0291049,0.0103734,2.80574,0.315484,0.0209874,0.00429404,1.0,104 vs 31,0.000509448,0.001087,True,49 vs 63,,,
+composition,l2 | Erythrocyte,4,143,0.00238228,0.00400848,0.594311,0.0425135,0.000392887,0.0021406,1.0,104 vs 31,9.67498e-05,0.00189133,True,49 vs 63,,,
+composition,l2 | ILC,4,143,0.0035711,0.00158085,2.25897,0.079545,0.00080335,-0.000543812,0.0,104 vs 31,-0.000504913,-0.000257619,True,49 vs 63,,,
+composition,l2 | Intermediate monocyte,4,143,0.0381352,0.0348539,1.09415,0.293854,0.0144977,-0.0069799,0.0,104 vs 31,-0.00392441,-0.0111682,True,49 vs 63,,,
+composition,l2 | MAIT,4,143,0.00442424,0.00709019,0.623994,0.151722,-0.00195844,-0.00478352,1.0,104 vs 31,-0.0012381,-0.00249852,True,49 vs 63,,,
+composition,l2 | Memory B cell,4,143,0.0541119,0.0221851,2.43911,0.516437,0.0108937,0.0027044,1.0,104 vs 31,-0.00855178,0.00263493,False,49 vs 63,,,
+composition,l2 | Memory CD4 T cell,4,143,0.0479394,0.11944,0.401369,0.361302,-0.0196404,-0.00561185,1.0,104 vs 31,0.00180801,-0.0633486,False,49 vs 63,,,
+composition,l2 | Memory CD8 T cell,4,143,0.249063,0.179274,1.38929,0.644351,-0.0904729,-0.0288659,1.0,104 vs 31,0.00242782,0.105115,True,49 vs 63,,,
+composition,l2 | Naive B cell,4,143,0.0537436,0.0575251,0.934263,0.598458,0.0325984,0.0407478,1.0,104 vs 31,-0.00655933,0.00939038,False,49 vs 63,,,
+composition,l2 | Naive CD4 T cell,4,143,0.0222517,0.0560967,0.396668,0.339614,-0.00662572,-0.00498967,1.0,104 vs 31,0,-0.0112427,,49 vs 63,,,
+composition,l2 | Naive CD8 T cell,4,143,0.0111469,0.0202303,0.550997,0.455554,-0.00278991,-0.00868087,1.0,104 vs 31,-0.00527286,-0.0109381,True,49 vs 63,,,
+composition,l2 | Plasma cell,4,143,0.00891841,0.0131902,0.676138,0.458066,0.00923821,0.0113339,1.0,104 vs 31,0.00663341,0.00642935,True,49 vs 63,,,
+composition,l2 | Platelet,4,143,0.00973427,0.00744211,1.308,0.263331,0.00546588,0.00600551,1.0,104 vs 31,0.00238398,0.0119945,True,49 vs 63,,,
+composition,l2 | Progenitor cell,4,143,0.00413054,0.00214646,1.92435,0.29599,0.00389826,0.00119871,1.0,104 vs 31,0.00427816,0.00119897,True,49 vs 63,,,
+composition,l2 | Proliferating NK cell,4,143,0.0375152,0.035138,1.06765,0.524813,0.0279307,0.0283608,1.0,104 vs 31,0.0211429,0.00444863,True,49 vs 63,,,
+composition,l2 | Proliferating T cell,4,143,0.00926807,0.00504824,1.8359,0.403893,0.00894603,0.00317954,1.0,104 vs 31,0.00670597,0.00228783,True,49 vs 63,,,
+composition,l2 | Transitional B cell,4,143,0.00444755,0.0200697,0.221605,0.568539,0.00196402,0.0132044,1.0,104 vs 31,-0.00119577,-0.00859657,True,49 vs 63,,,
+composition,l2 | Treg,4,143,0.0179068,0.0212606,0.842252,0.433754,-0.00542432,-0.00319001,1.0,104 vs 31,-0.00226153,-0.00583314,True,49 vs 63,,,
+composition,l2 | cDC1,4,143,0.00161305,0.00160817,1.00304,-0.0481902,-0.000383788,-0.000644129,1.0,104 vs 31,-0.000418745,-0.000700353,True,49 vs 63,,,
+composition,l2 | cDC2,4,143,0.0178508,0.0222593,0.801947,0.393999,-0.00160732,-0.00690664,1.0,104 vs 31,-0.00759788,-0.00593749,True,49 vs 63,,,
+composition,l2 | gdT,4,143,0.102345,0.0582805,1.75608,0.558903,-0.0166863,-0.0209982,1.0,104 vs 31,0.0165488,0.0100651,True,49 vs 63,,,
+composition,l2 | pDC,4,143,0.00429837,0.0065152,0.659744,0.298918,0.000996485,0.00168136,1.0,104 vs 31,-2.87226e-05,0.00234806,False,49 vs 63,,,
+state,C1Q-high monocyte (reference),4,142,0.00270102,0.057064,0.0473331,0.0919894,0.000524895,0.0369697,1.0,103 vs 31,0.000728244,0.0329297,True,48 vs 63,,,
+state,Cycling T/NK,4,143,0.00117204,0.00193091,0.606986,0.247425,0.00101515,0.00129354,1.0,104 vs 31,0.00066478,0.000657452,True,49 vs 63,,,
+state,Cycling activated T (CD38/HLA-DR),4,143,0.00167682,0.00789687,0.21234,0.146466,0.00129467,0.00180107,1.0,104 vs 31,0.000712647,0.0010089,True,49 vs 63,,,
+state,Proliferating T (label),4,143,0.0222421,0.0121014,1.83798,0.492966,0.0235174,0.00809233,1.0,104 vs 31,0.0143696,0.00411646,True,49 vs 63,,,
+state,Plasmablast (label),4,143,0.00891841,0.0131902,0.676138,0.458066,0.00923821,0.0113339,1.0,104 vs 31,0.00663341,0.00642935,True,49 vs 63,,,
+state,Plasmablast (markers),4,143,0.0115944,0.0224227,0.517083,0.451268,0.01005,0.014115,1.0,104 vs 31,0.00743159,0.00798901,True,49 vs 63,,,
+state,MS1 monocyte (IL1R2+),4,142,0.00816433,0.0224286,0.364015,0.529924,0.0109639,0.026286,1.0,103 vs 31,0.0146798,0.0342648,True,48 vs 63,,,
+state,Cycling monocyte (Ye 2026),4,142,0.00168035,0.0170243,0.0987034,0.324422,0.00197702,0.00945978,1.0,103 vs 31,0.00249812,0.0146161,True,48 vs 63,,,
+state,ISG-high monocyte (positive control),4,142,0.229568,0.352016,0.652153,0.804912,0.234997,0.341189,1.0,103 vs 31,0.203224,0.229696,True,48 vs 63,,,
+state,ISG-high T,4,143,0.0467062,0.112021,0.416942,0.730983,0.0593578,0.122401,1.0,104 vs 31,0.0589975,0.113734,True,49 vs 63,,,
+state,DN2 / ABC B,4,143,0.0204381,0.0426556,0.479142,0.182662,0.00873753,0.00804757,1.0,104 vs 31,0.00474239,-0.000892229,False,49 vs 63,,,
+state,HSPC,4,143,0.00229837,0.00174695,1.31564,0.255306,0.00216026,0.000795072,1.0,104 vs 31,0.00260922,0.00079882,True,49 vs 63,,,
+state,Cytotoxic CD4 T,4,142,0.0917178,0.0430485,2.13057,0.201751,0.0375673,0.0147091,1.0,103 vs 31,0.0550327,0.0503003,True,48 vs 63,,,
+state,Granulocyte-like (LDG),4,143,0.000111888,0.00439951,0.025432,0.00970208,9.16046e-05,-0.0003659,0.0,104 vs 31,5.74452e-05,0.000772575,True,49 vs 63,,,
+state,Platelet signal in monocytes (negative control),4,142,0.0236605,0.0235186,1.00603,0.212355,0.00521764,0.0128827,1.0,103 vs 31,0.00802754,0.0105871,True,48 vs 63,,,
+composition,l1 | B cell,pooled,,0.105733,0.123148,0.861012,0.624282,0.0487459,0.0719813,1.0,,-0.0306651,0.00973625,0.0,,5,5/5,0/5
+composition,l1 | DC,pooled,,0.0285797,0.0300958,0.955181,0.275021,-0.00284335,-0.00540434,0.8,,-0.0058212,-0.00672786,1.0,,5,4/5,5/5
+composition,l1 | Monocyte,pooled,,0.184002,0.169215,1.08784,0.398553,0.0278459,-0.017914,0.2,,0.00266946,-0.00766167,0.4,,5,1/5,2/5
+composition,l1 | NK cell,pooled,,0.120823,0.168689,0.718742,0.319642,0.0256,0.0249772,1.0,,0.0444668,-0.00923558,0.2,,5,5/5,1/5
+composition,l1 | Other,pooled,,0.0170242,0.0139591,1.24274,0.430018,0.010239,0.00780489,1.0,,0.00671465,0.0130481,1.0,,5,5/5,5/5
+composition,l1 | T cell,pooled,,0.543839,0.494894,1.0989,0.513882,-0.109587,-0.0814451,1.0,,-0.0173646,0.000840756,0.8,,5,5/5,4/5
+composition,l2 | ASDC,pooled,,0.000446928,0.000670378,0.665555,0.0215766,4.5166e-05,9.79996e-05,0.6,,-3.99194e-06,-9.76694e-05,0.6,,5,3/5,3/5
+composition,l2 | CD14 monocyte,pooled,,0.088334,0.0788211,1.1274,0.446523,0.0350097,0.0186127,1.0,,0.027318,-0.000727458,0.6,,5,5/5,3/5
+composition,l2 | CD16 monocyte,pooled,,0.057586,0.0563155,1.03096,0.384573,-0.0126297,-0.0288996,1.0,,-0.0231858,0.00474045,0.2,,5,5/5,1/5
+composition,l2 | CD56bright NK cell,pooled,,0.0182678,0.0200779,0.913588,0.0415658,-0.00103356,-0.00621542,0.6,,-0.000522743,-0.00877263,0.6,,5,3/5,3/5
+composition,l2 | CD56dim NK cell,pooled,,0.0757435,0.111035,0.684064,0.354318,0.00545526,-0.000540897,0.8,,0.0241828,-0.0124694,0.2,,5,4/5,1/5
+composition,l2 | CD8aa,pooled,,0.0112004,0.0198454,0.566247,0.46566,-0.00375143,-0.0113198,1.0,,-0.00338767,-0.00842765,1.0,,5,5/5,5/5
+composition,l2 | DN T cell,pooled,,0.0161755,0.00530013,3.04575,0.29937,0.00797318,0.00270523,1.0,,-0.00229458,-0.00167228,1.0,,5,5/5,5/5
+composition,l2 | Effector B cell,pooled,,0.0203159,0.010517,1.97889,0.28779,0.0117214,0.00408136,1.0,,-0.00757744,0.000720324,0.6,,5,5/5,3/5
+composition,l2 | Erythrocyte,pooled,,0.00222241,0.00388007,0.580058,0.176599,0.000908397,0.00222304,1.0,,0.000583862,0.00187791,1.0,,5,5/5,5/5
+composition,l2 | ILC,pooled,,0.00307315,0.00150202,2.05036,0.133087,9.59266e-05,-0.000522056,0.4,,-0.000610026,-0.000182576,0.8,,5,2/5,4/5
+composition,l2 | Intermediate monocyte,pooled,,0.0380823,0.034078,1.11764,0.37847,0.00546591,-0.00762712,0.2,,-0.00146274,-0.0116747,0.6,,5,1/5,3/5
+composition,l2 | MAIT,pooled,,0.00375524,0.00748594,0.505828,0.306875,-0.00268892,-0.00369301,1.0,,-0.00152365,-0.00343036,1.0,,5,5/5,5/5
+composition,l2 | Memory B cell,pooled,,0.038154,0.0221394,1.73704,0.536277,0.00491485,0.00198189,0.6,,-0.0135665,0.00101609,0.4,,5,3/5,2/5
+composition,l2 | Memory CD4 T cell,pooled,,0.0889576,0.115238,0.780802,0.424957,-0.0520857,-0.000836798,0.8,,-0.0353821,-0.0639139,0.8,,5,4/5,4/5
+composition,l2 | Memory CD8 T cell,pooled,,0.236828,0.187533,1.26634,0.663653,-0.033201,-0.0394206,0.6,,0.0394763,0.0939128,1.0,,5,3/5,5/5
+composition,l2 | Naive B cell,pooled,,0.0356661,0.0576438,0.61932,0.619719,0.0219906,0.0418645,1.0,,-0.0140223,0.0107905,0.0,,5,5/5,0/5
+composition,l2 | Naive CD4 T cell,pooled,,0.0431703,0.0540665,0.8032,0.436318,-0.0103948,-0.000342342,1.0,,-0.0132828,-0.0117924,1.0,,5,5/5,4/4
+composition,l2 | Naive CD8 T cell,pooled,,0.0196807,0.0189868,1.06521,0.501299,-0.000279832,-0.00681993,0.8,,-0.0137073,-0.0112315,1.0,,5,4/5,5/5
+composition,l2 | Plasma cell,pooled,,0.00901627,0.0126264,0.726968,0.31104,0.00887182,0.0107398,1.0,,0.00584682,0.00554614,1.0,,5,5/5,5/5
+composition,l2 | Platelet,pooled,,0.00843373,0.00670346,1.35072,0.366927,0.00730897,0.0051886,1.0,,0.0054268,0.0107706,1.0,,5,5/5,5/5
+composition,l2 | Progenitor cell,pooled,,0.00329493,0.00187353,1.81113,0.24659,0.00192567,0.000915317,0.8,,0.00131401,0.000582193,0.6,,5,4/5,3/5
+composition,l2 | Proliferating NK cell,pooled,,0.0268112,0.0375769,0.719997,0.575081,0.0211783,0.0317335,1.0,,0.0208067,0.0120065,1.0,,5,5/5,5/5
+composition,l2 | Proliferating T cell,pooled,,0.00682138,0.0052237,1.31044,0.371561,0.00610299,0.00338329,1.0,,0.00366625,0.00208481,1.0,,5,5/5,5/5
+composition,l2 | Transitional B cell,pooled,,0.00258023,0.0202209,0.127882,0.502269,0.00124713,0.0133138,1.0,,-0.00134574,-0.00833677,1.0,,5,5/5,5/5
+composition,l2 | Treg,pooled,,0.0224227,0.0211222,1.06394,0.427803,-0.00730124,-0.00155957,1.0,,-0.00709842,-0.0070487,1.0,,5,5/5,5/5
+composition,l2 | cDC1,pooled,,0.0014893,0.00155383,0.977488,0.0275857,-0.000201055,-0.00062614,0.8,,-0.000498541,-0.000676292,1.0,,5,4/5,5/5
+composition,l2 | cDC2,pooled,,0.0209637,0.0217496,0.970949,0.30074,-0.00399768,-0.00640389,0.8,,-0.00441553,-0.00785422,1.0,,5,4/5,5/5
+composition,l2 | gdT,pooled,,0.094827,0.0600921,1.58087,0.625152,-0.0139607,-0.0235415,1.0,,0.0161693,0.0123599,1.0,,5,5/5,5/5
+composition,l2 | pDC,pooled,,0.00567974,0.00612195,0.931247,0.256977,0.00131021,0.00152769,0.8,,-0.000903139,0.00190033,0.2,,5,4/5,1/5
+state,C1Q-high monocyte (reference),pooled,,0.013567,0.0560119,0.240586,0.0896947,0.00402435,0.0348669,0.8,,0.000287913,0.0321247,0.6,,5,4/5,3/5
+state,Cycling T/NK,pooled,,0.0010315,0.00241765,0.435519,0.232156,0.000843728,0.00163728,1.0,,0.000486611,0.000481729,0.8,,5,5/5,4/5
+state,Cycling activated T (CD38/HLA-DR),pooled,,0.00157896,0.0103275,0.15673,0.169975,0.00127341,0.00199832,1.0,,0.000688112,0.00130103,0.6,,5,5/5,3/5
+state,Cycling monocyte (Ye 2026),pooled,,0.00125768,0.0183068,0.0747634,0.205693,0.00123854,0.0106724,0.8,,0.00133098,0.0137753,1.0,,5,4/5,5/5
+state,Cytotoxic CD4 T,pooled,,0.0667799,0.0477368,1.43563,0.238489,0.0123404,0.0124293,0.8,,0.0364271,0.0578333,1.0,,5,4/5,5/5
+state,DN2 / ABC B,pooled,,0.0153484,0.0466292,0.341806,0.07978,0.00375239,0.00732129,0.8,,0.00256357,0.00320819,0.4,,5,4/5,2/5
+state,Granulocyte-like (LDG),pooled,,0.000104935,0.00551621,0.0186922,0.0936277,6.56208e-05,-0.0004187,0.2,,2.98328e-05,0.00100517,0.8,,5,1/5,4/5
+state,HSPC,pooled,,0.00197777,0.00163893,1.24209,0.192026,0.00100032,0.000673225,0.8,,0.000727602,0.000282402,0.6,,5,4/5,3/5
+state,ISG-high T,pooled,,0.0629906,0.135688,0.470126,0.768708,0.0824817,0.149191,1.0,,0.0759488,0.141264,1.0,,5,5/5,5/5
+state,ISG-high monocyte (positive control),pooled,,0.252538,0.363022,0.698058,0.823889,0.276764,0.354339,1.0,,0.222509,0.233776,1.0,,5,5/5,5/5
+state,MS1 monocyte (IL1R2+),pooled,,0.004118,0.0272062,0.163873,0.428979,0.00527357,0.0329297,1.0,,0.00757895,0.0481655,1.0,,5,5/5,5/5
+state,Plasmablast (label),pooled,,0.00901627,0.0126264,0.726968,0.31104,0.00887182,0.0107398,1.0,,0.00584682,0.00554614,1.0,,5,5/5,5/5
+state,Plasmablast (markers),pooled,,0.012648,0.0236252,0.548533,0.344479,0.00967432,0.0140413,1.0,,0.00568478,0.0066757,1.0,,5,5/5,5/5
+state,Platelet signal in monocytes (negative control),pooled,,0.0137371,0.0264485,0.584734,0.227207,0.00722592,0.0105007,1.0,,0.00710779,0.0138654,1.0,,5,5/5,5/5
+state,Proliferating T (label),pooled,,0.0154678,0.012468,1.24872,0.480341,0.0151166,0.00858842,1.0,,0.00752922,0.00492147,1.0,,5,5/5,5/5