Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_aggregate.csv

@@ -0,0 +1,47 @@
+kind,name,variant,value,ci_lo,ci_hi,n_within_2fold,within_2fold,mean_abs_log2_rawpoint
+mean_D,s162k vs r16,own,0.29961101742774177,0.09287247066291802,0.5197402518204565,,,
+mean_D,s162k vs r16,matched_depth,-0.10648816109542522,-0.24269181376739854,0.11200332350269383,,,
+mean_D,s162k vs r64,own,0.4053457292478039,0.17058263919192332,0.6184109871067602,,,
+mean_D,s162k vs r64,matched_depth,-0.04424259659651072,-0.20753057339707282,0.13070132313380525,,,
+mean_D,s162k vs full108k,own,0.6920004657931002,0.4166176649994317,1.00017703406855,,,
+mean_D,s162k vs full108k,matched_depth,0.24530882930258338,0.029852955535555552,0.5388809563203338,,,
+mean_D,s162k vs xcal,own,1.0820610516508975,0.9200583863333885,1.2891017704008072,,,
+mean_D,s162k vs xcal,matched_depth,0.6759618731277306,0.5511427616953394,0.8911174401999564,,,
+mean_D,s162k vs xcal,matched_depth_xcalref,0.9513883078485323,0.7987030056680957,1.160382148821125,,,
+mean_D,s162k vs full20k,own,0.8659238014885667,0.6160004317831771,1.1035783843159528,,,
+mean_D,s162k vs full20k,matched_depth,0.41335789015100965,0.22686376839963404,0.649958071336485,,,
+mean_D,s162k vs zs,own,0.7906166517621798,0.5636342720289549,1.0494148500970861,,,
+mean_D,s162k vs zs,matched_depth,0.3496213177928409,0.14529733951291085,0.5888416191648222,,,
+mean_D,s50k vs r16,own,0.011446981388022026,-0.1916713819296466,0.24482918477134366,,,
+mean_D,s50k vs r16,matched_depth,-0.38623601486653764,-0.540088728924946,-0.17310146843256677,,,
+mean_D,s50k vs r64,own,0.11718169320808418,-0.10732984545779058,0.32878321856572523,,,
+mean_D,s50k vs r64,matched_depth,-0.32788412042290604,-0.4906278000604505,-0.16755225412213265,,,
+mean_D,s50k vs full108k,own,0.4038364297533803,0.1451435861330705,0.705217835833555,,,
+mean_D,s50k vs full108k,matched_depth,-0.035045122833190265,-0.2402577316736394,0.2431212695708475,,,
+mean_D,s50k vs xcal,own,0.7938970156111776,0.6429580616120839,0.9919869228132938,,,
+mean_D,s50k vs xcal,matched_depth,0.39621401935661815,0.27307748006222027,0.5954404041895189,,,
+mean_D,s50k vs xcal,matched_depth_xcalref,0.6541159478004535,0.5305906795985027,0.862914178535919,,,
+mean_D,s162k vs s50k,own,0.2881640360397198,0.15302055775664167,0.4249328809518677,,,
+mean_D,s162k vs s50k,both_at_r16_depth,0.2797478537711125,0.1555501448024479,0.4225468879400501,,,
+mean_D,s162k vs s100k,own,0.12013344584481331,-0.010789137307057509,0.2420707491274555,,,
+mean_D,s162k vs s100k,both_at_r16_depth,0.10720394149064341,-0.016626316270504888,0.24217866440044533,,,
+mean_D,s162k vs s150k,own,0.054595418487632226,-0.0610285403531595,0.17185764361162023,,,
+mean_D,s162k vs s150k,both_at_r16_depth,0.05148318196403472,-0.05947850699970237,0.17147024866551056,,,
+mean_D,s162k vs own58,own,1.328393340835716,1.0365403503529422,1.59218706005979,,,
+mean_D,s162k vs own5,own,1.0800777341912422,0.7112992949687315,1.3749803186109868,,,
+mean_abs_log2,zs,own,1.824471830452824,1.6631946109385203,2.0126187087672447,5.0,Cycling T/NK; Proliferating T (label); ISG-high T; DN2 / ABC B; HSPC,1.827941357355154
+mean_abs_log2,xcal,own,1.5330274305641063,1.3350472360472259,1.7569324342748238,5.0,Proliferating T (label); Plasmablast (label); MS1 monocyte (IL1R2+); ISG-high T; HSPC,1.5344762834229946
+mean_abs_log2,r16,own,2.3154774647872616,2.1219626535895855,2.536913998936949,6.0,Proliferating T (label); Plasmablast (label); Plasmablast (markers); ISG-high T; HSPC; Cytotoxic CD4 T,2.3235212413744355
+mean_abs_log2,r64,own,2.2097427529672,2.060763830287776,2.4417147119541727,5.0,Proliferating T (label); Plasmablast (label); Plasmablast (markers); ISG-high T; Cytotoxic CD4 T,2.216475160789334
+mean_abs_log2,full20k,own,1.749164680726437,1.6022989309333333,1.9522529928521424,6.0,Proliferating T (label); Plasmablast (label); Plasmablast (markers); ISG-high T; HSPC; Cytotoxic CD4 T,1.7536217306868567
+mean_abs_log2,full108k,own,1.923088016421904,1.741579079779645,2.140156811565909,3.0,Proliferating T (label); Plasmablast (markers); Cytotoxic CD4 T,1.927780145148611
+mean_abs_log2,s50k,own,2.3269244461752843,2.1200929594425255,2.5964064135094906,3.0,ISG-high T; HSPC; Cytotoxic CD4 T,2.331880185035123
+mean_abs_log2,s50k,depth_r16,1.929241449920724,1.7519925778988055,2.201294973748395,3.0,ISG-high T; HSPC; Cytotoxic CD4 T,1.933503997733228
+mean_abs_log2,s100k,own,2.4949550363701904,2.273214819770035,2.7907131703225194,4.0,Proliferating T (label); Plasmablast (label); ISG-high T; Cytotoxic CD4 T,2.500809220079516
+mean_abs_log2,s100k,depth_r16,2.1017853622011935,1.9057562794482645,2.3966615168492758,4.0,Proliferating T (label); Plasmablast (label); ISG-high T; Cytotoxic CD4 T,2.1076160867971176
+mean_abs_log2,s150k,own,2.5604930637273715,2.3466604591277265,2.8238518164672595,5.0,Proliferating T (label); Plasmablast (label); ISG-high T; HSPC; Cytotoxic CD4 T,2.5678983460133322
+mean_abs_log2,s150k,depth_r16,2.157506121727802,1.973879443052694,2.428573577591458,6.0,Proliferating T (label); Plasmablast (label); Plasmablast (markers); ISG-high T; HSPC; Cytotoxic CD4 T,2.1644498156504075
+mean_abs_log2,s162k,own,2.6150884822150036,2.427892499453917,2.8653441683322622,5.0,Proliferating T (label); Plasmablast (label); ISG-high T; HSPC; Cytotoxic CD4 T,2.62303371555374
+mean_abs_log2,s162k,depth_r16,2.208989303691837,2.052973200387191,2.4748902600903855,6.0,Proliferating T (label); Plasmablast (label); Plasmablast (markers); ISG-high T; HSPC; Cytotoxic CD4 T,2.216504432946226
+mean_abs_log2,own5,own,1.5350107480237616,1.2610950093212168,1.9232354398981106,5.0,C1Q-high monocyte (reference); Proliferating T (label); MS1 monocyte (IL1R2+); HSPC; Cytotoxic CD4 T,1.5371024090466534
+mean_abs_log2,own58,own,1.2866951413792878,1.0486669060618674,1.6103176745442,7.0,C1Q-high monocyte (reference); Cycling T/NK; Proliferating T (label); Plasmablast (label); MS1 monocyte (IL1R2+); ISG-high T; Cytotoxic CD4 T,1.2887246259766103

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_contrast_counts.csv

@@ -0,0 +1,17 @@
+arm,variant,n,kept,reversed,median_frac_kept,median_frac_all_common_signed,mean_frac_all_common_signed,lost
+zs,own,21,15,6,0.09180813975877354,0.05212217564004805,-0.05603856934866443,C1Q-high monocyte (reference)|paediatric; Proliferating T (label)|all; Plasmablast (markers)|paediatric; Cycling monocyte (Ye 2026)|adult; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+xcal,own,21,19,2,0.2289066926346549,0.14655706093438284,0.311884513790849,Proliferating T (label)|all; Plasmablast (markers)|paediatric
+r16,own,21,11,10,0.1370210621168871,0.004669205733301684,0.06100754912998683,C1Q-high monocyte (reference)|adult; C1Q-high monocyte (reference)|paediatric; C1Q-high monocyte (reference)|all; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all; Granulocyte-like (LDG)|adult; Granulocyte-like (LDG)|all
+r64,own,21,10,11,0.1311033420693776,-0.00022592902469489124,0.03699728077488482,C1Q-high monocyte (reference)|paediatric; C1Q-high monocyte (reference)|all; Proliferating T (label)|all; Plasmablast (markers)|paediatric; Cycling monocyte (Ye 2026)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all; Granulocyte-like (LDG)|adult; Granulocyte-like (LDG)|paediatric; Granulocyte-like (LDG)|all
+full20k,own,21,15,6,0.28995936891090063,0.16974287765282392,0.1955128502679609,C1Q-high monocyte (reference)|adult; C1Q-high monocyte (reference)|paediatric; C1Q-high monocyte (reference)|all; Proliferating T (label)|all; Plasmablast (markers)|paediatric; Cytotoxic CD4 T|all
+full108k,own,21,16,5,0.14951970796554165,0.10571563402450875,-0.0224264228458686,C1Q-high monocyte (reference)|adult; Proliferating T (label)|all; Plasmablast (markers)|paediatric; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s50k,own,21,15,6,0.07391939662551979,0.04930392405529884,-0.10632022942626891,C1Q-high monocyte (reference)|adult; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s50k,depth_r16,21,15,6,0.11644095589774298,0.07622517176651925,-0.06692929792968291,C1Q-high monocyte (reference)|adult; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s100k,own,21,15,6,0.035547500069641205,0.023699327599134623,-0.08119459555314477,C1Q-high monocyte (reference)|paediatric; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s100k,depth_r16,21,15,6,0.05470957823311304,0.026512817890926795,-0.04104378100670405,C1Q-high monocyte (reference)|paediatric; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s150k,own,21,16,5,0.033844695078003,0.01763186688070289,-0.09998363463643607,Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s150k,depth_r16,21,16,5,0.047972870049731414,0.031683134617465,-0.06496520377429842,Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all
+s162k,own,21,14,7,0.04162180704324611,0.0241202850434678,-0.13384723725719933,C1Q-high monocyte (reference)|paediatric; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all; Granulocyte-like (LDG)|paediatric
+s162k,depth_r16,21,14,7,0.06708791018958343,0.02857901008001057,-0.09941072261517811,C1Q-high monocyte (reference)|paediatric; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all; Cytotoxic CD4 T|adult; Cytotoxic CD4 T|all; Granulocyte-like (LDG)|paediatric
+own5,own,21,17,4,0.24540065198325536,0.18085452118637776,0.2138745466386538,C1Q-high monocyte (reference)|adult; Proliferating T (label)|all; Plasmablast (markers)|paediatric; ISG-high T|all
+own58,own,21,19,2,0.34401827255426903,0.31208080177469283,0.36872180548952266,Proliferating T (label)|all; Plasmablast (markers)|paediatric

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_contrasts.csv

@@ -0,0 +1,721 @@
+arm,variant,state,contrast,is_control,obs_diff,gen_diff,same_direction,reversed,gen_over_obs_diff,common
+zs,own,C1Q-high monocyte (reference),adult,False,5.446863016703962,0.07756133420260566,True,False,0.01423963370562971,True
+zs,own,C1Q-high monocyte (reference),paediatric,False,8.481078191387752,-0.024620839955400056,False,True,-0.002903031831542561,True
+zs,own,C1Q-high monocyte (reference),all,False,6.124731412291873,0.00813542841919089,True,False,0.001328291458277452,True
+zs,own,Cycling T/NK,adult,False,0.3191664126361188,0.36536469695703794,True,False,1.1447466979352547,False
+zs,own,Cycling T/NK,paediatric,False,0.15692364949538073,0.5240752631933088,True,False,3.3396831190109153,False
+zs,own,Cycling T/NK,all,False,-0.11515200366891776,0.29992236643301473,False,True,-2.6045779220250846,False
+zs,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4072447201931727,0.47072848611167184,True,False,1.15588603797831,False
+zs,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.2680811564650547,0.3999890100107826,False,True,-1.4920444811753208,False
+zs,own,Cycling activated T (CD38/HLA-DR),all,False,-0.3199090575396817,0.376300861034089,False,True,-1.176274482279741,False
+zs,own,Proliferating T (label),adult,False,-0.06114597070139549,2.6517231097474374,False,True,-43.367094827834975,False
+zs,own,Proliferating T (label),paediatric,False,-0.1777889168259632,3.7685143758472925,False,True,-21.196565247856675,False
+zs,own,Proliferating T (label),all,False,-0.6231075450308581,2.5207346383512412,False,True,-4.045424675810027,True
+zs,own,Plasmablast (label),adult,False,0.9743555916610747,0.48612836438923385,True,False,0.49892294820260186,True
+zs,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.312222222222222,False,True,-9.656116313781018,False
+zs,own,Plasmablast (label),all,False,0.2860250987194062,0.5830861306271142,True,False,2.0385837929528283,False
+zs,own,Plasmablast (markers),adult,False,1.2646132577274933,0.5734989648033126,True,False,0.45349751103660635,True
+zs,own,Plasmablast (markers),paediatric,False,-1.5015042851308795,1.353333333333333,False,True,-0.9013183290485042,True
+zs,own,Plasmablast (markers),all,False,-0.057899368349389135,0.6566744730679156,False,True,-11.341651762161993,False
+zs,own,MS1 monocyte (IL1R2+),adult,False,12.727879751514621,0.8494010056511055,True,False,0.06673546751178464,True
+zs,own,MS1 monocyte (IL1R2+),paediatric,False,14.191039898363549,0.7396678740974345,True,False,0.05212217564004805,True
+zs,own,MS1 monocyte (IL1R2+),all,False,7.862481197429501,0.7218397726243367,True,False,0.09180813975877354,True
+zs,own,Cycling monocyte (Ye 2026),adult,False,1.0687965100517287,-0.031238201788138797,False,True,-0.02922745489375419,True
+zs,own,Cycling monocyte (Ye 2026),paediatric,False,5.307916655685079,0.27579790511313146,True,False,0.051959727893944284,True
+zs,own,Cycling monocyte (Ye 2026),all,False,2.04185599772436,0.1363615196525837,True,False,0.06678312271019995,True
+zs,own,ISG-high monocyte (positive control),adult,True,3.318090702710635,12.252416196900553,True,False,3.6926103879231613,False
+zs,own,ISG-high monocyte (positive control),paediatric,True,-7.302217248217914,-3.2044307824425466,True,False,0.438829833941818,False
+zs,own,ISG-high monocyte (positive control),all,True,2.104901661464714,7.386232006248433,True,False,3.509062746954487,False
+zs,own,ISG-high T,adult,False,0.7796707019551843,1.3367932649878176,True,False,1.714561367556244,True
+zs,own,ISG-high T,paediatric,False,-12.306840682529277,-6.023140915419902,True,False,0.4894140641611067,True
+zs,own,ISG-high T,all,False,-1.7420459999604598,-0.39201205414083695,True,False,0.22502968012884542,True
+zs,own,DN2 / ABC B,adult,False,-0.17685753359337752,0.9260120614523357,False,True,-5.235920928205291,False
+zs,own,DN2 / ABC B,paediatric,False,-0.37208369330280133,1.3946461603790743,False,True,-3.7482055394567175,False
+zs,own,DN2 / ABC B,all,False,0.16037396387404623,0.7665568386142994,True,False,4.779808518147835,False
+zs,own,HSPC,adult,False,0.009853114769444768,0.06004140786749479,True,False,6.0936474680765516,False
+zs,own,HSPC,paediatric,False,0.07557423716778275,-0.005555555555555543,False,True,-0.07351123562414034,False
+zs,own,HSPC,all,False,0.029123657305891323,0.018943533697632062,True,False,0.6504517443899479,False
+zs,own,Cytotoxic CD4 T,adult,False,-1.1626370625420965,0.15664333096298722,False,True,-0.1347310661338181,True
+zs,own,Cytotoxic CD4 T,paediatric,False,-0.06304039061727784,0.14764600375540643,False,True,-2.3420858010188192,False
+zs,own,Cytotoxic CD4 T,all,False,-1.0587511093301065,0.14850974918981996,False,True,-0.1402688014974408,True
+zs,own,Granulocyte-like (LDG),adult,False,0.8539261369617128,0.17598343685300208,True,False,0.2060874228292799,True
+zs,own,Granulocyte-like (LDG),paediatric,False,0.8177748210836384,0.029999999999999957,True,False,0.03668491524384032,True
+zs,own,Granulocyte-like (LDG),all,False,0.5619641748801999,0.06062971636742126,True,False,0.1078889350559515,True
+zs,own,Platelet signal in monocytes (negative control),adult,True,3.0540388449506084,1.6668519285725725,True,False,0.5457860928417659,False
+zs,own,Platelet signal in monocytes (negative control),paediatric,True,2.951651819450256,1.1485524321175067,True,False,0.38912192303610665,False
+zs,own,Platelet signal in monocytes (negative control),all,True,2.1541649614844314,1.004294795048811,True,False,0.4662107187727876,False
+xcal,own,C1Q-high monocyte (reference),adult,False,6.0506853689463185,0.2117487708818332,True,False,0.03499583236778145,True
+xcal,own,C1Q-high monocyte (reference),paediatric,False,9.226836329634667,0.13893664875166684,True,False,0.01505788590889289,True
+xcal,own,C1Q-high monocyte (reference),all,False,6.815565570078524,0.13011169387336075,True,False,0.01909037372401975,True
+xcal,own,Cycling T/NK,adult,False,0.480912334229041,0.5083739047676336,True,False,1.0571030696948471,False
+xcal,own,Cycling T/NK,paediatric,False,-0.019757152634525044,0.4639032031798186,False,True,-23.480266198336768,False
+xcal,own,Cycling T/NK,all,False,-0.24547712452299664,0.27402206517042493,False,True,-1.1162835058578102,False
+xcal,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4445175743973191,0.4838827463710735,True,False,1.088557065549379,False
+xcal,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.9089193965955813,0.2728571382892976,False,True,-0.3001994888780043,False
+xcal,own,Cycling activated T (CD38/HLA-DR),all,False,-0.714753459226624,0.2113297495335596,False,True,-0.2956680332295588,False
+xcal,own,Proliferating T (label),adult,False,-0.06114597070139549,0.9716703579831711,False,True,-15.890995708094882,False
+xcal,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.9695638590280118,False,True,-5.453455009105622,False
+xcal,own,Proliferating T (label),all,False,-0.6231075450308581,0.7379736324117957,False,True,-1.1843439199171455,True
+xcal,own,Plasmablast (label),adult,False,0.9743555916610747,1.1881987577639754,True,False,1.2194713797848098,True
+xcal,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.6933333333333334,False,True,-12.460559917190748,False
+xcal,own,Plasmablast (label),all,False,0.2860250987194062,1.2187874056726518,True,False,4.261120479039834,False
+xcal,own,Plasmablast (markers),adult,False,1.6524139649145242,1.4024844720496896,True,False,0.8487488618641862,True
+xcal,own,Plasmablast (markers),paediatric,False,-1.4873212373232034,1.9100000000000001,False,True,-1.2841879427725447,True
+xcal,own,Plasmablast (markers),all,False,-0.021743099365664875,1.3952120739005986,False,True,-64.16804018767519,False
+xcal,own,MS1 monocyte (IL1R2+),adult,False,17.526493805242026,8.850217876593018,True,False,0.5049622574223027,True
+xcal,own,MS1 monocyte (IL1R2+),paediatric,False,20.185189827710573,7.790518653526647,True,False,0.38595221149873404,True
+xcal,own,MS1 monocyte (IL1R2+),all,False,10.554667130111692,6.2429290234583945,True,False,0.5914851644774068,True
+xcal,own,Cycling monocyte (Ye 2026),adult,False,1.966589833580802,0.8199965230079584,True,False,0.41696367437987514,True
+xcal,own,Cycling monocyte (Ye 2026),paediatric,False,6.705099517000792,0.7773526678265054,True,False,0.11593454591621291,True
+xcal,own,Cycling monocyte (Ye 2026),all,False,2.942456147798809,0.6735479050151327,True,False,0.2289066926346549,True
+xcal,own,ISG-high monocyte (positive control),adult,True,1.3456263181458858,16.360819156290503,True,False,12.15851602756535,False
+xcal,own,ISG-high monocyte (positive control),paediatric,True,-7.1161814250213205,1.2940167369612716,False,True,-0.18184144833791877,False
+xcal,own,ISG-high monocyte (positive control),all,True,1.9522823208855105,12.316498696635929,True,False,6.308769261942324,False
+xcal,own,ISG-high T,adult,False,1.4816360633664234,3.082466168255048,True,False,2.0804475839035534,True
+xcal,own,ISG-high T,paediatric,False,-15.356636384002977,-12.593115964454176,True,False,0.8200438982570712,True
+xcal,own,ISG-high T,all,False,-1.791723880438722,-0.18030847355703905,True,False,0.10063407399185229,True
+xcal,own,DN2 / ABC B,adult,False,-0.6437675787043737,0.4247556918559603,False,True,-0.6597966500748766,False
+xcal,own,DN2 / ABC B,paediatric,False,-1.170935383639585,1.1194470170354813,False,True,-0.9560280034889168,False
+xcal,own,DN2 / ABC B,all,False,-0.0909991144252329,0.7530960085472913,False,True,-8.275860850998209,False
+xcal,own,HSPC,adult,False,0.00815338538613837,0.2186335403726708,True,False,26.815062703201946,False
+xcal,own,HSPC,paediatric,False,0.0816648025363203,0.23666666666666664,True,False,2.8980253342486133,False
+xcal,own,HSPC,all,False,0.03030584358640523,0.15581576893052304,True,False,5.141443051610673,False
+xcal,own,Cytotoxic CD4 T,adult,False,-1.4252878195967438,-1.7888088379255258,True,False,1.2550509541515853,True
+xcal,own,Cytotoxic CD4 T,paediatric,False,-0.1615877048812101,1.058167146059892,False,True,-6.548562261205425,False
+xcal,own,Cytotoxic CD4 T,all,False,-1.1664873724583626,-0.05597502865330739,True,False,0.04798597050848521,True
+xcal,own,Granulocyte-like (LDG),adult,False,1.2250830329155338,0.12567287784679093,True,False,0.10258315107646727,True
+xcal,own,Granulocyte-like (LDG),paediatric,False,1.4416998305005806,0.11999999999999998,True,False,0.08323507949524703,True
+xcal,own,Granulocyte-like (LDG),all,False,0.6974199198289479,0.10221181368722351,True,False,0.14655706093438284,True
+xcal,own,Platelet signal in monocytes (negative control),adult,True,4.492974515883217,2.2917552766297957,True,False,0.5100752894386913,False
+xcal,own,Platelet signal in monocytes (negative control),paediatric,True,2.938643260528637,0.7294249141105882,True,False,0.24821825905447634,False
+xcal,own,Platelet signal in monocytes (negative control),all,True,1.8374170308223583,1.1431589543851173,True,False,0.622155414480665,False
+r16,own,C1Q-high monocyte (reference),adult,False,5.581669557426815,-0.23503804675281328,False,True,-0.04210891460603901,True
+r16,own,C1Q-high monocyte (reference),paediatric,False,8.212833863835083,-0.04531060100888837,False,True,-0.00551704828809602,True
+r16,own,C1Q-high monocyte (reference),all,False,6.176030214137355,-0.07890838580813034,False,True,-0.012776554367804687,True
+r16,own,Cycling T/NK,adult,False,0.3875177927158905,0.01343085079547926,True,False,0.034658668706151814,False
+r16,own,Cycling T/NK,paediatric,False,0.12567829298983058,0.20353199299202487,True,False,1.6194681527739554,False
+r16,own,Cycling T/NK,all,False,-0.19188602573971947,0.042811677259039185,False,True,-0.22310992733316784,False
+r16,own,Cycling activated T (CD38/HLA-DR),adult,False,0.37423166514889994,0.08438974930292108,True,False,0.22550135961729464,False
+r16,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.620238066766313,0.24024891550339034,False,True,-0.387349516865286,False
+r16,own,Cycling activated T (CD38/HLA-DR),all,False,-0.532751318044917,0.0575093502315409,False,True,-0.10794783285114688,False
+r16,own,Proliferating T (label),adult,False,-0.06114597070139549,0.6376300062947468,False,True,-10.42799711870785,False
+r16,own,Proliferating T (label),paediatric,False,-0.1777889168259632,1.0369081564787366,False,True,-5.832242948494711,False
+r16,own,Proliferating T (label),all,False,-0.6231075450308581,0.6735088119218351,False,True,-1.0808869468728404,True
+r16,own,Plasmablast (label),adult,False,0.9743555916610747,1.7163561076604554,True,False,1.7615294891820998,True
+r16,own,Plasmablast (label),paediatric,False,-0.13589544487460703,3.7177777777777776,False,True,-27.357633518976538,False
+r16,own,Plasmablast (label),all,False,0.2860250987194062,2.0260213374967475,True,False,7.0833690699440925,False
+r16,own,Plasmablast (markers),adult,False,1.3852131172828832,1.7863354037267083,True,False,1.289574421032507,True
+r16,own,Plasmablast (markers),paediatric,False,-1.6724523029824683,3.616666666666666,False,True,-2.162493160622338,True
+r16,own,Plasmablast (markers),all,False,-0.12208680253644921,2.0689565443663804,False,True,-16.94660275625361,False
+r16,own,MS1 monocyte (IL1R2+),adult,False,12.506974019182035,1.2328670698181692,True,False,0.09857436882233162,True
+r16,own,MS1 monocyte (IL1R2+),paediatric,False,12.832519546695183,0.8953654313417875,True,False,0.06977315936155148,True
+r16,own,MS1 monocyte (IL1R2+),all,False,7.545041610915863,1.0338296152438005,True,False,0.1370210621168871,True
+r16,own,Cycling monocyte (Ye 2026),adult,False,1.0160562518389284,0.14084571935527382,True,False,0.1386200016980965,True
+r16,own,Cycling monocyte (Ye 2026),paediatric,False,4.624260834367256,0.376111746358367,True,False,0.08133445751224172,True
+r16,own,Cycling monocyte (Ye 2026),all,False,1.8244792932996554,0.19231477072626718,True,False,0.10540803144904813,True
+r16,own,ISG-high monocyte (positive control),adult,True,5.258306598715746,11.696004751206083,True,False,2.2242911347281726,False
+r16,own,ISG-high monocyte (positive control),paediatric,True,-7.307000514270786,4.044347230526171,False,True,-0.5534893863258176,False
+r16,own,ISG-high monocyte (positive control),all,True,3.384967587492204,9.414341760886538,True,False,2.781220652059854,False
+r16,own,ISG-high T,adult,False,1.1176537865907132,2.3078426169124184,True,False,2.0648993853027178,True
+r16,own,ISG-high T,paediatric,False,-14.069512831585055,-7.997577969560395,True,False,0.5684331835290275,True
+r16,own,ISG-high T,all,False,-1.7888520831726646,0.27379807253064303,False,True,-0.1530579722640015,True
+r16,own,DN2 / ABC B,adult,False,-0.19144184759847693,0.17564080719509878,False,True,-0.917462975824812,False
+r16,own,DN2 / ABC B,paediatric,False,-0.41926951767803544,0.22896426129636968,False,True,-0.5461028089148982,False
+r16,own,DN2 / ABC B,all,False,0.14101393196044043,0.22515309281318552,True,False,1.59667268108196,False
+r16,own,HSPC,adult,False,0.01261904050737428,0.12028985507246374,True,False,9.532408981662995,False
+r16,own,HSPC,paediatric,False,0.0771490675005708,0.23000000000000004,True,False,2.981241477718423,False
+r16,own,HSPC,all,False,0.032148023147386295,0.11142336716107207,True,False,3.465947708518153,False
+r16,own,Cytotoxic CD4 T,adult,False,-1.2241528840340803,0.8848017466945914,False,True,-0.7227869641403047,True
+r16,own,Cytotoxic CD4 T,paediatric,False,-0.10892331141818523,0.5363026568366043,False,True,-4.923671984021835,False
+r16,own,Cytotoxic CD4 T,all,False,-1.071752063264543,0.8734541369732276,False,True,-0.8149777984216775,True
+r16,own,Granulocyte-like (LDG),adult,False,0.9808182387163653,-0.02505175983436852,False,True,-0.025541694521458658,True
+r16,own,Granulocyte-like (LDG),paediatric,False,0.9518630572959759,0.00444444444444444,True,False,0.004669205733301684,True
+r16,own,Granulocyte-like (LDG),all,False,0.6094193964530152,-0.01129326047358834,False,True,-0.018531179905526725,True
+r16,own,Platelet signal in monocytes (negative control),adult,True,3.547363510133528,1.0106347647731513,True,False,0.2848974349220583,False
+r16,own,Platelet signal in monocytes (negative control),paediatric,True,3.516294983105267,0.7080541794141021,True,False,0.2013637032206024,False
+r16,own,Platelet signal in monocytes (negative control),all,True,2.7073284572031566,0.8206156933816502,True,False,0.30310902661193856,False
+r64,own,C1Q-high monocyte (reference),adult,False,5.319546698932954,0.002874055467212089,True,False,0.000540282025870474,True
+r64,own,C1Q-high monocyte (reference),paediatric,False,8.175395589408218,-0.2884136763040588,False,True,-0.03527825328449162,True
+r64,own,C1Q-high monocyte (reference),all,False,5.989878960002738,-0.06877098758716063,False,True,-0.011481198208908248,True
+r64,own,Cycling T/NK,adult,False,0.3617549114114195,0.09071197718612514,True,False,0.25075534381054887,False
+r64,own,Cycling T/NK,paediatric,False,0.21920831581435274,0.2531504960237285,True,False,1.1548398384581422,False
+r64,own,Cycling T/NK,all,False,-0.12446920712582377,0.08076874678716331,False,True,-0.6489054494057762,False
+r64,own,Cycling activated T (CD38/HLA-DR),adult,False,0.3911480420963208,0.07070249043618033,True,False,0.18075634498195886,False
+r64,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.5178411303137975,0.4104907349064889,False,True,-0.7926962747392097,False
+r64,own,Cycling activated T (CD38/HLA-DR),all,False,-0.4826707228209044,0.135787525280519,False,True,-0.2813253815912575,False
+r64,own,Proliferating T (label),adult,False,-0.06114597070139549,0.5255432279531225,False,True,-8.594895492290032,False
+r64,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.8746646725636325,False,True,-4.919680530028978,False
+r64,own,Proliferating T (label),all,False,-0.6231075450308581,0.4781500482124228,False,True,-0.7673635988290648,True
+r64,own,Plasmablast (label),adult,False,0.9743555916610747,1.09296066252588,True,False,1.1217266795406884,True
+r64,own,Plasmablast (label),paediatric,False,-0.13589544487460703,3.376666666666667,False,True,-24.84753385061856,False
+r64,own,Plasmablast (label),all,False,0.2860250987194062,1.4661982825917255,True,False,5.126117565053557,False
+r64,own,Plasmablast (markers),adult,False,1.2567279940769442,1.2741200828157349,True,False,1.013839183037826,True
+r64,own,Plasmablast (markers),paediatric,False,-1.4520615850255894,3.416666666666667,False,True,-2.352976417736756,True
+r64,own,Plasmablast (markers),all,False,-0.08586125387328591,1.5221441582097328,False,True,-17.727951660898338,False
+r64,own,MS1 monocyte (IL1R2+),adult,False,11.873677310189985,0.9924758799038516,True,False,0.08358622640452838,True
+r64,own,MS1 monocyte (IL1R2+),paediatric,False,13.728658353741388,0.6890831364317417,True,False,0.050193042806979754,True
+r64,own,MS1 monocyte (IL1R2+),all,False,7.471255650033234,0.6238364378842374,True,False,0.08349820526907849,True
+r64,own,Cycling monocyte (Ye 2026),adult,False,1.1052835922570217,0.19742626117507972,True,False,0.1786204577342268,True
+r64,own,Cycling monocyte (Ye 2026),paediatric,False,5.0891922503956035,-0.013757532916303022,False,True,-0.0027032841833070057,True
+r64,own,Cycling monocyte (Ye 2026),all,False,1.9823742046330237,0.13665614591537756,True,False,0.06893559530586975,True
+r64,own,ISG-high monocyte (positive control),adult,True,4.602582015121645,12.658785057627068,True,False,2.7503659937046225,False
+r64,own,ISG-high monocyte (positive control),paediatric,True,-5.311584762950069,4.801525380837823,False,True,-0.9039722785429188,False
+r64,own,ISG-high monocyte (positive control),all,True,3.398219392537264,9.06175758767945,True,False,2.6666193499983333,False
+r64,own,ISG-high T,adult,False,0.9697619230265289,2.3320305631259797,True,False,2.404745440868567,True
+r64,own,ISG-high T,paediatric,False,-13.514785589705683,-8.053337993450452,True,False,0.5958909181352268,True
+r64,own,ISG-high T,all,False,-1.8144593484112472,0.06152388643713058,False,True,-0.03390755846417905,True
+r64,own,DN2 / ABC B,adult,False,-0.15845288533297497,-0.14375028513588273,True,False,0.9072115337868667,False
+r64,own,DN2 / ABC B,paediatric,False,-0.12841365948629369,-0.051540441402053994,True,False,0.4013626089953086,False
+r64,own,DN2 / ABC B,all,False,0.43601315126472606,-0.005395637860464264,False,True,-0.012374942922738342,False
+r64,own,HSPC,adult,False,0.004057488247506499,0.317184265010352,True,False,78.17256530694213,False
+r64,own,HSPC,paediatric,False,0.07658407368477863,0.19222222222222218,True,False,2.5099503457260863,False
+r64,own,HSPC,all,False,0.02509789742134909,0.20333073119958364,True,False,8.10150459164057,False
+r64,own,Cytotoxic CD4 T,adult,False,-1.0641983282231613,0.5259593514313994,False,True,-0.49423057477412824,True
+r64,own,Cytotoxic CD4 T,paediatric,False,0.01618078703537562,0.8461108059986447,True,False,52.291078558095805,False
+r64,own,Cytotoxic CD4 T,all,False,-0.967240287246913,1.0336903906484465,False,True,-1.0687007192294198,True
+r64,own,Granulocyte-like (LDG),adult,False,0.9163910557915819,-0.00020703933747411377,False,True,-0.00022592902469489124,True
+r64,own,Granulocyte-like (LDG),paediatric,False,0.8034652420645421,-0.02888888888888886,False,True,-0.035955368541714994,True
+r64,own,Granulocyte-like (LDG),all,False,0.608470454173131,-0.013270882123341122,False,True,-0.021810232579616916,True
+r64,own,Platelet signal in monocytes (negative control),adult,True,3.2502836009046945,0.4715155669386921,True,False,0.14506905391500266,False
+r64,own,Platelet signal in monocytes (negative control),paediatric,True,2.5567625418828506,0.015021074382459476,True,False,0.005875036940817218,False
+r64,own,Platelet signal in monocytes (negative control),all,True,2.3151684787523985,0.22345009696949325,True,False,0.0965156959505195,False
+full20k,own,C1Q-high monocyte (reference),adult,False,5.42943697593581,-0.12993858617923792,False,True,-0.023932239522283412,True
+full20k,own,C1Q-high monocyte (reference),paediatric,False,7.593275054983276,-0.12242226548890922,False,True,-0.01612245896565627,True
+full20k,own,C1Q-high monocyte (reference),all,False,5.884162898426072,-0.02508706639225139,False,True,-0.004263489441966642,True
+full20k,own,Cycling T/NK,adult,False,0.38234168741607805,0.1907016332606163,True,False,0.4987727980943074,False
+full20k,own,Cycling T/NK,paediatric,False,0.0423622686624161,0.047767130794831664,True,False,1.1275867016350511,False
+full20k,own,Cycling T/NK,all,False,-0.17548627095556557,0.08137992902755128,False,True,-0.46373957680232025,False
+full20k,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4707673300519609,0.27944062553090654,True,False,0.593585424672658,False
+full20k,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.6338625072559028,0.292384950275104,False,True,-0.46127503508747913,False
+full20k,own,Cycling activated T (CD38/HLA-DR),all,False,-0.5116323017084696,0.19044008132308268,False,True,-0.3722205980489408,False
+full20k,own,Proliferating T (label),adult,False,-0.06114597070139549,1.1799330703038522,False,True,-19.29698812152349,False
+full20k,own,Proliferating T (label),paediatric,False,-0.1777889168259632,1.3973483729616158,False,True,-7.859592138296641,False
+full20k,own,Proliferating T (label),all,False,-0.6231075450308581,0.9132468159850518,False,True,-1.465632735902476,True
+full20k,own,Plasmablast (label),adult,False,0.9743555916610747,2.6018633540372673,True,False,2.670342712973637,True
+full20k,own,Plasmablast (label),paediatric,False,-0.13589544487460703,4.688888888888888,False,True,-34.50365016439957,False
+full20k,own,Plasmablast (label),all,False,0.2860250987194062,2.9968774395003903,True,False,10.47767294869588,False
+full20k,own,Plasmablast (markers),adult,False,1.3203105928132737,2.8544513457556944,True,False,2.161954438064096,True
+full20k,own,Plasmablast (markers),paediatric,False,-1.4141577278635342,4.5344444444444445,False,True,-3.206463009819239,True
+full20k,own,Plasmablast (markers),all,False,-0.06533384268401132,3.0849856882643776,False,True,-47.218800571473864,False
+full20k,own,MS1 monocyte (IL1R2+),adult,False,10.352104603761475,2.510426531406503,True,False,0.24250397648554772,True
+full20k,own,MS1 monocyte (IL1R2+),paediatric,False,12.17109303784099,2.06595635642338,True,False,0.16974287765282392,True
+full20k,own,MS1 monocyte (IL1R2+),all,False,6.332301029656179,2.1175436996616126,True,False,0.33440351141622643,True
+full20k,own,Cycling monocyte (Ye 2026),adult,False,1.027433296524833,0.35060244445463573,True,False,0.34124107680810567,True
+full20k,own,Cycling monocyte (Ye 2026),paediatric,False,3.956835218868408,0.2949941880240014,True,False,0.07455306367505621,True
+full20k,own,Cycling monocyte (Ye 2026),all,False,1.6292828025910304,0.3146880471271114,True,False,0.1931451351641756,True
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+full20k,own,ISG-high monocyte (positive control),paediatric,True,-6.500854003307095,-4.0246942749986125,True,False,0.6191023937702926,False
+full20k,own,ISG-high monocyte (positive control),all,True,2.401570736439652,8.001765184825922,True,False,3.331888194427537,False
+full20k,own,ISG-high T,adult,False,1.1121305201315614,1.8358565118405856,True,False,1.6507563443393405,True
+full20k,own,ISG-high T,paediatric,False,-14.279745297220776,-10.529813610396229,True,False,0.7373950579108448,True
+full20k,own,ISG-high T,all,False,-1.8528018264042418,-0.5372372483011381,True,False,0.28995936891090063,True
+full20k,own,DN2 / ABC B,adult,False,-0.3693118411367582,0.5235412408578987,False,True,-1.417612929080247,False
+full20k,own,DN2 / ABC B,paediatric,False,-0.36203453397387664,0.568170802330799,False,True,-1.5693828875777815,False
+full20k,own,DN2 / ABC B,all,False,0.10988847479347807,0.5734506167543603,True,False,5.218478260182339,False
+full20k,own,HSPC,adult,False,0.024581797454552398,0.14886128364389237,True,False,6.055752591693581,False
+full20k,own,HSPC,paediatric,False,0.07096784022988345,0.13444444444444442,True,False,1.8944418205336897,False
+full20k,own,HSPC,all,False,0.0328803289957738,0.09242779078844653,True,False,2.811036069630767,False
+full20k,own,Cytotoxic CD4 T,adult,False,-1.2156025393100947,-0.46557453997353804,True,False,0.38299898603187443,True
+full20k,own,Cytotoxic CD4 T,paediatric,False,-0.10138758178094537,0.9971413959744222,False,True,-9.834946040322894,False
+full20k,own,Cytotoxic CD4 T,all,False,-1.03987891748095,0.4660904344591801,False,True,-0.4482160630665143,True
+full20k,own,Granulocyte-like (LDG),adult,False,0.8799711169639811,0.012215320910973076,True,False,0.013881502103293548,True
+full20k,own,Granulocyte-like (LDG),paediatric,False,0.9250477681559721,0.00444444444444444,True,False,0.004804556691492999,True
+full20k,own,Granulocyte-like (LDG),all,False,0.5937349957523639,0.001613322924798332,True,False,0.002717244117898046,True
+full20k,own,Platelet signal in monocytes (negative control),adult,True,2.6154659998763687,1.2977266851656064,True,False,0.49617417516685325,False
+full20k,own,Platelet signal in monocytes (negative control),paediatric,True,2.782660847658633,0.7659512000630835,True,False,0.27525855359181295,False
+full20k,own,Platelet signal in monocytes (negative control),all,True,2.1777171306788574,0.837495410880448,True,False,0.3845749289850957,False
+full108k,own,C1Q-high monocyte (reference),adult,False,5.336373777414426,-0.22876576240209462,False,True,-0.042869141470246855,True
+full108k,own,C1Q-high monocyte (reference),paediatric,False,7.833905687737776,0.8281663066674042,True,False,0.10571563402450875,True
+full108k,own,C1Q-high monocyte (reference),all,False,5.844511355922755,0.1254857329079031,True,False,0.02147069708072984,True
+full108k,own,Cycling T/NK,adult,False,0.38484781844749094,0.05411615967638697,True,False,0.1406170363513978,False
+full108k,own,Cycling T/NK,paediatric,False,0.11701646628811302,0.3844401346909456,True,False,3.2853507449489485,False
+full108k,own,Cycling T/NK,all,False,-0.13136107902743455,0.10671410937661338,False,True,-0.8123723569165134,False
+full108k,own,Cycling activated T (CD38/HLA-DR),adult,False,0.41621547916086765,0.029462412600337495,True,False,0.07078644133979997,False
+full108k,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.7161484234430422,0.491831673459749,False,True,-0.6867733801537386,False
+full108k,own,Cycling activated T (CD38/HLA-DR),all,False,-0.5145722192628259,0.16709892212190883,False,True,-0.3247336639379679,False
+full108k,own,Proliferating T (label),adult,False,-0.06114597070139549,0.871799385883943,False,True,-14.257675131879893,False
+full108k,own,Proliferating T (label),paediatric,False,-0.1777889168259632,3.063038809732398,False,True,-17.228513815238514,False
+full108k,own,Proliferating T (label),all,False,-0.6231075450308581,1.177433621021986,False,True,-1.889615412960015,True
+full108k,own,Plasmablast (label),adult,False,0.9743555916610747,2.8645962732919257,True,False,2.939990592560137,True
+full108k,own,Plasmablast (label),paediatric,False,-0.13589544487460703,6.503333333333334,False,True,-47.855418107163686,False
+full108k,own,Plasmablast (label),all,False,0.2860250987194062,3.6080666146239917,True,False,12.614510512462214,False
+full108k,own,Plasmablast (markers),adult,False,1.3723316289633107,3.147826086956522,True,False,2.2937794484372986,True
+full108k,own,Plasmablast (markers),paediatric,False,-1.4356718260381696,6.120000000000001,False,True,-4.26281263517481,True
+full108k,own,Plasmablast (markers),all,False,-0.05531330010151425,3.641425969294822,False,True,-65.83273756242822,False
+full108k,own,MS1 monocyte (IL1R2+),adult,False,11.890475271685261,3.0333723747650936,True,False,0.2551094304857982,True
+full108k,own,MS1 monocyte (IL1R2+),paediatric,False,13.869987012334834,1.6633310489609126,True,False,0.11992304300513633,True
+full108k,own,MS1 monocyte (IL1R2+),all,False,7.489493261514049,2.4746639540079722,True,False,0.33041807604319856,True
+full108k,own,Cycling monocyte (Ye 2026),adult,False,1.1314420507850873,0.3162220230003386,True,False,0.27948583206795063,True
+full108k,own,Cycling monocyte (Ye 2026),paediatric,False,4.624108740907525,0.248115865248311,True,False,0.053657013524213946,True
+full108k,own,Cycling monocyte (Ye 2026),all,False,1.9108988353322223,0.3058434773767155,True,False,0.1600521554159316,True
+full108k,own,ISG-high monocyte (positive control),adult,True,4.744501174592807,15.55299147915039,True,False,3.2781088900215543,False
+full108k,own,ISG-high monocyte (positive control),paediatric,True,-6.441322773822289,-8.448950341480128,True,False,1.3116793922852137,False
+full108k,own,ISG-high monocyte (positive control),all,True,3.200345659715799,8.240667448873253,True,False,2.5749304372344115,False
+full108k,own,ISG-high T,adult,False,0.9235937155945438,2.1630505454397753,True,False,2.341993572409008,True
+full108k,own,ISG-high T,paediatric,False,-14.021430477152823,-8.74670669261048,True,False,0.6238098678207459,True
+full108k,own,ISG-high T,all,False,-1.904168841107465,-0.2646552107838378,True,False,0.13898726051515173,True
+full108k,own,DN2 / ABC B,adult,False,-0.10425789255486206,-0.3725249000197879,True,False,3.5731098230645677,False
+full108k,own,DN2 / ABC B,paediatric,False,-0.10720088372748204,0.11662053681274454,False,True,-1.087869173813981,False
+full108k,own,DN2 / ABC B,all,False,0.4091733081439828,0.12224612876104768,True,False,0.2987636933493004,False
+full108k,own,HSPC,adult,False,0.022273379430997803,0.27556935817805384,True,False,12.372139532384775,False
+full108k,own,HSPC,paediatric,False,0.07600725525891269,0.1811111111111111,True,False,2.382813462927591,False
+full108k,own,HSPC,all,False,0.03203464141863295,0.160863908404892,True,False,5.021561075171752,False
+full108k,own,Cytotoxic CD4 T,adult,False,-1.0855088455207202,2.100716131292879,False,True,-1.935236308724101,True
+full108k,own,Cytotoxic CD4 T,paediatric,False,-0.09971255128295692,0.509840473278945,False,True,-5.113102279693529,False
+full108k,own,Cytotoxic CD4 T,all,False,-0.9304126992541597,1.8802247938234111,False,True,-2.020850312265345,True
+full108k,own,Granulocyte-like (LDG),adult,False,0.8976536913046845,0.0041407867494824,True,False,0.0046129000410659714,True
+full108k,own,Granulocyte-like (LDG),paediatric,False,0.8582034434973422,0.00888888888888888,True,False,0.010357554442644704,True
+full108k,own,Granulocyte-like (LDG),all,False,0.5859270693735856,0.0006245120999219256,True,False,0.0010658529577573387,True
+full108k,own,Platelet signal in monocytes (negative control),adult,True,3.129174178150965,1.3574364877005007,True,False,0.4338002330386775,False
+full108k,own,Platelet signal in monocytes (negative control),paediatric,True,2.8465278422615974,0.1593560960367988,True,False,0.05598262334584742,False
+full108k,own,Platelet signal in monocytes (negative control),all,True,2.274030445764816,0.7345724859882496,True,False,0.3230266715893479,False
+s50k,own,C1Q-high monocyte (reference),adult,False,6.135802854755325,-0.3710724679340921,False,True,-0.06047659560093366,True
+s50k,own,C1Q-high monocyte (reference),paediatric,False,9.367592776660835,0.3731393702076358,True,False,0.03983300503169874,True
+s50k,own,C1Q-high monocyte (reference),all,False,6.909224055886901,0.14519413743689624,True,False,0.021014535968505138,True
+s50k,own,Cycling T/NK,adult,False,0.5085124217687798,0.0520872438365649,True,False,0.10243062235409646,False
+s50k,own,Cycling T/NK,paediatric,False,-0.2427305245578104,0.10743932137670029,False,True,-0.44262797838230594,False
+s50k,own,Cycling T/NK,all,False,-0.36677933802225593,0.05068253922715446,False,True,-0.13818264545774134,False
+s50k,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4578859685766772,0.07426937853903802,True,False,0.16220059935424935,False
+s50k,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-1.42437660504303,0.2203402667164715,False,True,-0.15469242188923418,False
+s50k,own,Cycling activated T (CD38/HLA-DR),all,False,-0.9020297727048878,0.05097315244138467,False,True,-0.056509390248320863,False
+s50k,own,Proliferating T (label),adult,False,-0.06114597070139549,0.020871962990722248,False,True,-0.34134649840869896,False
+s50k,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.5805981013902932,False,True,-3.2656597034034363,False
+s50k,own,Proliferating T (label),all,False,-0.6231075450308581,0.12283195561254567,False,True,-0.19712801841688932,True
+s50k,own,Plasmablast (label),adult,False,0.9743555916610747,0.43747412008281567,True,False,0.4489881556865834,True
+s50k,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.4900000000000002,False,True,-10.964311580677688,False
+s50k,own,Plasmablast (label),all,False,0.2860250987194062,0.5972937809003382,True,False,2.088256532641879,False
+s50k,own,Plasmablast (markers),adult,False,1.8788014969809794,0.4894409937888199,True,False,0.2605070277915448,True
+s50k,own,Plasmablast (markers),paediatric,False,-1.1765433309199729,1.3411111111111111,False,True,-1.1398739645759226,True
+s50k,own,Plasmablast (markers),all,False,0.10163153190395846,0.521311475409836,True,False,5.129426523871293,False
+s50k,own,MS1 monocyte (IL1R2+),adult,False,18.969020203809176,2.168808717804473,True,False,0.11433425103152949,True
+s50k,own,MS1 monocyte (IL1R2+),paediatric,False,22.034857269874095,0.9781610066440559,True,False,0.04439152905162635,True
+s50k,own,MS1 monocyte (IL1R2+),all,False,11.400490870888055,0.8785518574632897,True,False,0.07706263418066786,True
+s50k,own,Cycling monocyte (Ye 2026),adult,False,2.150314536360198,0.24187342537781542,True,False,0.11248281183423083,True
+s50k,own,Cycling monocyte (Ye 2026),paediatric,False,7.859989186964567,0.4212743515069262,True,False,0.053597319472855065,True
+s50k,own,Cycling monocyte (Ye 2026),all,False,3.3377871215217807,0.24235745245625467,True,False,0.07261021857671913,True
+s50k,own,ISG-high monocyte (positive control),adult,True,-0.18706316462991524,10.677906603109875,False,True,-57.08182380125445,False
+s50k,own,ISG-high monocyte (positive control),paediatric,True,-5.947378707766923,-3.489457324989665,True,False,0.586721898242774,False
+s50k,own,ISG-high monocyte (positive control),all,True,1.7673624641906578,5.482877119832436,True,False,3.1022935198203685,False
+s50k,own,ISG-high T,adult,False,1.6992887540353507,1.3168385667586622,True,False,0.7749351389700704,True
+s50k,own,ISG-high T,paediatric,False,-15.642405854325386,-2.847796893174788,True,False,0.18205619517200577,True
+s50k,own,ISG-high T,all,False,-1.6501821280479536,0.5834559278312463,False,True,-0.3535706258808127,True
+s50k,own,DN2 / ABC B,adult,False,-0.839803809912544,0.0992922508382944,False,True,-0.11823267490133745,False
+s50k,own,DN2 / ABC B,paediatric,False,-1.1778488116101702,-0.039706478867294503,True,False,0.03371101492475425,False
+s50k,own,DN2 / ABC B,all,False,-0.13427856315908304,0.1531045078233435,False,True,-1.140200671062863,False
+s50k,own,HSPC,adult,False,0.005110789182514883,0.08302277432712216,True,False,16.24460946484763,False
+s50k,own,HSPC,paediatric,False,0.07523677208795856,0.11444444444444442,True,False,1.5211237971593006,False
+s50k,own,HSPC,all,False,0.02826173335719656,0.01665365599791828,True,False,0.5892652013744089,False
+s50k,own,Cytotoxic CD4 T,adult,False,-1.460390756738755,2.1354136392549323,False,True,-1.462220730582815,True
+s50k,own,Cytotoxic CD4 T,paediatric,False,-0.25386029128779325,1.1213457430840008,False,True,-4.417176618665293,False
+s50k,own,Cytotoxic CD4 T,all,False,-1.2151816660409027,1.680780665773829,False,True,-1.383151764665658,True
+s50k,own,Granulocyte-like (LDG),adult,False,1.2681724855623218,0.06252587991718428,True,False,0.04930392405529884,True
+s50k,own,Granulocyte-like (LDG),paediatric,False,1.7244023150954175,0.06666666666666665,True,False,0.03866073832252872,True
+s50k,own,Granulocyte-like (LDG),all,False,0.7012300784341825,0.05183450429352069,True,False,0.07391939662551979,True
+s50k,own,Platelet signal in monocytes (negative control),adult,True,4.68695901676532,1.2447950392968603,True,False,0.26558692637256065,False
+s50k,own,Platelet signal in monocytes (negative control),paediatric,True,4.0841361449031375,0.5174223192048737,True,False,0.12669076172952734,False
+s50k,own,Platelet signal in monocytes (negative control),all,True,1.647957707825972,0.8731999106731492,True,False,0.5298679125844176,False
+s50k,depth_r16,C1Q-high monocyte (reference),adult,False,5.581669557426815,-0.3710724679340921,False,True,-0.0664805510459417,True
+s50k,depth_r16,C1Q-high monocyte (reference),paediatric,False,8.212833863835083,0.3731393702076358,True,False,0.04543369272946596,True
+s50k,depth_r16,C1Q-high monocyte (reference),all,False,6.176030214137355,0.14519413743689624,True,False,0.02350929843324551,True
+s50k,depth_r16,Cycling T/NK,adult,False,0.3875177927158905,0.0520872438365649,True,False,0.1344125219941908,False
+s50k,depth_r16,Cycling T/NK,paediatric,False,0.12567829298983058,0.10743932137670029,True,False,0.8548757213419017,False
+s50k,depth_r16,Cycling T/NK,all,False,-0.19188602573971947,0.05068253922715446,False,True,-0.26412834927282264,False
+s50k,depth_r16,Cycling activated T (CD38/HLA-DR),adult,False,0.37423166514889994,0.07426937853903802,True,False,0.19845829590472414,False
+s50k,depth_r16,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.620238066766313,0.2203402667164715,False,True,-0.35525111811540755,False
+s50k,depth_r16,Cycling activated T (CD38/HLA-DR),all,False,-0.532751318044917,0.05097315244138467,False,True,-0.09567907335911471,False
+s50k,depth_r16,Proliferating T (label),adult,False,-0.06114597070139549,0.020871962990722248,False,True,-0.34134649840869896,False
+s50k,depth_r16,Proliferating T (label),paediatric,False,-0.1777889168259632,0.5805981013902932,False,True,-3.2656597034034363,False
+s50k,depth_r16,Proliferating T (label),all,False,-0.6231075450308581,0.12283195561254567,False,True,-0.19712801841688932,True
+s50k,depth_r16,Plasmablast (label),adult,False,0.9743555916610747,0.43747412008281567,True,False,0.4489881556865834,True
+s50k,depth_r16,Plasmablast (label),paediatric,False,-0.13589544487460703,1.4900000000000002,False,True,-10.964311580677688,False
+s50k,depth_r16,Plasmablast (label),all,False,0.2860250987194062,0.5972937809003382,True,False,2.088256532641879,False
+s50k,depth_r16,Plasmablast (markers),adult,False,1.3852131172828832,0.4894409937888199,True,False,0.3533326299630095,True
+s50k,depth_r16,Plasmablast (markers),paediatric,False,-1.6724523029824683,1.3411111111111111,False,True,-0.8018830245379915,True
+s50k,depth_r16,Plasmablast (markers),all,False,-0.12208680253644921,0.521311475409836,False,True,-4.270006786803984,False
+s50k,depth_r16,MS1 monocyte (IL1R2+),adult,False,12.506974019182035,2.168808717804473,True,False,0.17340794939512594,True
+s50k,depth_r16,MS1 monocyte (IL1R2+),paediatric,False,12.832519546695183,0.9781610066440559,True,False,0.07622517176651925,True
+s50k,depth_r16,MS1 monocyte (IL1R2+),all,False,7.545041610915863,0.8785518574632897,True,False,0.11644095589774298,True
+s50k,depth_r16,Cycling monocyte (Ye 2026),adult,False,1.0160562518389284,0.24187342537781542,True,False,0.23805121511732866,True
+s50k,depth_r16,Cycling monocyte (Ye 2026),paediatric,False,4.624260834367256,0.4212743515069262,True,False,0.09110090598178158,True
+s50k,depth_r16,Cycling monocyte (Ye 2026),all,False,1.8244792932996554,0.24235745245625467,True,False,0.13283650482979173,True
+s50k,depth_r16,ISG-high monocyte (positive control),adult,True,5.258306598715746,10.677906603109875,True,False,2.0306740207423006,False
+s50k,depth_r16,ISG-high monocyte (positive control),paediatric,True,-7.307000514270786,-3.489457324989665,True,False,0.47754989453944235,False
+s50k,depth_r16,ISG-high monocyte (positive control),all,True,3.384967587492204,5.482877119832436,True,False,1.619772413801603,False
+s50k,depth_r16,ISG-high T,adult,False,1.1176537865907132,1.3168385667586622,True,False,1.178216888411877,True
+s50k,depth_r16,ISG-high T,paediatric,False,-14.069512831585055,-2.847796893174788,True,False,0.20240906186756424,True
+s50k,depth_r16,ISG-high T,all,False,-1.7888520831726646,0.5834559278312463,False,True,-0.32616219827211373,True
+s50k,depth_r16,DN2 / ABC B,adult,False,-0.19144184759847693,0.0992922508382944,False,True,-0.5186548922498194,False
+s50k,depth_r16,DN2 / ABC B,paediatric,False,-0.41926951767803544,-0.039706478867294503,True,False,0.09470394863712897,False
+s50k,depth_r16,DN2 / ABC B,all,False,0.14101393196044043,0.1531045078233435,True,False,1.0857402931385172,False
+s50k,depth_r16,HSPC,adult,False,0.01261904050737428,0.08302277432712216,True,False,6.579166956362929,False
+s50k,depth_r16,HSPC,paediatric,False,0.0771490675005708,0.11444444444444442,True,False,1.4834196724879103,False
+s50k,depth_r16,HSPC,all,False,0.032148023147386295,0.01665365599791828,True,False,0.5180304842250388,False
+s50k,depth_r16,Cytotoxic CD4 T,adult,False,-1.2241528840340803,2.1354136392549323,False,True,-1.7444011014521963,True
+s50k,depth_r16,Cytotoxic CD4 T,paediatric,False,-0.10892331141818523,1.1213457430840008,False,True,-10.29481869844059,False
+s50k,depth_r16,Cytotoxic CD4 T,all,False,-1.071752063264543,1.680780665773829,False,True,-1.5682551248412742,True
+s50k,depth_r16,Granulocyte-like (LDG),adult,False,0.9808182387163653,0.06252587991718428,True,False,0.06374869211140925,True
+s50k,depth_r16,Granulocyte-like (LDG),paediatric,False,0.9518630572959759,0.06666666666666665,True,False,0.07003808599952532,True
+s50k,depth_r16,Granulocyte-like (LDG),all,False,0.6094193964530152,0.05183450429352069,True,False,0.08505555385209504,True
+s50k,depth_r16,Platelet signal in monocytes (negative control),adult,True,3.547363510133528,1.2447950392968603,True,False,0.3509070992417138,False
+s50k,depth_r16,Platelet signal in monocytes (negative control),paediatric,True,3.516294983105267,0.5174223192048737,True,False,0.14714986134295654,False
+s50k,depth_r16,Platelet signal in monocytes (negative control),all,True,2.7073284572031566,0.8731999106731492,True,False,0.32253194412000546,False
+s100k,own,C1Q-high monocyte (reference),adult,False,6.135802854755325,0.14708495103606872,True,False,0.023971590110995176,True
+s100k,own,C1Q-high monocyte (reference),paediatric,False,9.367592776660835,-0.19358876765884142,False,True,-0.02066579667523164,True
+s100k,own,C1Q-high monocyte (reference),all,False,6.909224055886901,0.1637439643562853,True,False,0.023699327599134623,True
+s100k,own,Cycling T/NK,adult,False,0.5085124217687798,0.11698409663977029,True,False,0.2300516007708517,False
+s100k,own,Cycling T/NK,paediatric,False,-0.2427305245578104,0.2130203251113063,False,True,-0.8776000690451764,False
+s100k,own,Cycling T/NK,all,False,-0.36677933802225593,0.12971964257896015,False,True,-0.3536721650636952,False
+s100k,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4578859685766772,0.1266387312712946,True,False,0.27657264026881356,False
+s100k,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-1.42437660504303,0.30079296775237274,False,True,-0.2111751672187047,False
+s100k,own,Cycling activated T (CD38/HLA-DR),all,False,-0.9020297727048878,0.1476436774803448,False,True,-0.1636793839272183,False
+s100k,own,Proliferating T (label),adult,False,-0.06114597070139549,0.2755704583526968,False,True,-4.5067639812022415,False
+s100k,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.5790255230120389,False,True,-3.2568145042406917,False
+s100k,own,Proliferating T (label),all,False,-0.6231075450308581,0.188438734269204,False,True,-0.30241767375786144,True
+s100k,own,Plasmablast (label),adult,False,0.9743555916610747,0.5252587991718427,True,False,0.5390832706942084,True
+s100k,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.8911111111111105,False,True,-13.915927151613285,False
+s100k,own,Plasmablast (label),all,False,0.2860250987194062,0.7595628415300545,True,False,2.6555810833761626,False
+s100k,own,Plasmablast (markers),adult,False,1.8788014969809794,0.5749482401656316,True,False,0.30601861936426394,True
+s100k,own,Plasmablast (markers),paediatric,False,-1.1765433309199729,1.793333333333333,False,True,-1.5242390876765026,True
+s100k,own,Plasmablast (markers),all,False,0.10163153190395846,0.7124642206609418,True,False,7.010267456503742,False
+s100k,own,MS1 monocyte (IL1R2+),adult,False,18.969020203809176,1.3974988574154537,True,False,0.07367269592210257,True
+s100k,own,MS1 monocyte (IL1R2+),paediatric,False,22.034857269874095,0.7832840903353834,True,False,0.035547500069641205,True
+s100k,own,MS1 monocyte (IL1R2+),all,False,11.400490870888055,0.4108672697432534,True,False,0.03603943675727433,True
+s100k,own,Cycling monocyte (Ye 2026),adult,False,2.150314536360198,0.1308195862271315,True,False,0.06083741890550006,True
+s100k,own,Cycling monocyte (Ye 2026),paediatric,False,7.859989186964567,0.034904013961605584,True,False,0.004440720353596961,True
+s100k,own,Cycling monocyte (Ye 2026),all,False,3.3377871215217807,0.09981649263147228,True,False,0.029904990641213644,True
+s100k,own,ISG-high monocyte (positive control),adult,True,-0.18706316462991524,8.940955298367536,False,True,-47.79645055217725,False
+s100k,own,ISG-high monocyte (positive control),paediatric,True,-5.947378707766923,-5.319552765375018,True,False,0.8944365285546722,False
+s100k,own,ISG-high monocyte (positive control),all,True,1.7673624641906578,5.527475247192759,True,False,3.1275278043907075,False
+s100k,own,ISG-high T,adult,False,1.6992887540353507,0.9498291227018412,True,False,0.5589568697175534,True
+s100k,own,ISG-high T,paediatric,False,-15.642405854325386,-2.0305347605287105,True,False,0.12980962004429988,True
+s100k,own,ISG-high T,all,False,-1.6501821280479536,0.4651129540309087,False,True,-0.2818555274144823,True
+s100k,own,DN2 / ABC B,adult,False,-0.839803809912544,-0.2276509671579945,True,False,0.2710763686362673,False
+s100k,own,DN2 / ABC B,paediatric,False,-1.1778488116101702,0.25597586341891454,False,True,-0.21732488999923893,False
+s100k,own,DN2 / ABC B,all,False,-0.13427856315908304,-0.10643635676453389,True,False,0.7926533786218444,False
+s100k,own,HSPC,adult,False,0.005110789182514883,0.21283643892339546,True,False,41.64453498719044,False
+s100k,own,HSPC,paediatric,False,0.07523677208795856,0.10666666666666669,True,False,1.4177464517212905,False
+s100k,own,HSPC,all,False,0.02826173335719656,0.09893312516263325,True,False,3.5006035869148464,False
+s100k,own,Cytotoxic CD4 T,adult,False,-1.460390756738755,1.2059133882971285,False,True,-0.8257470699075719,True
+s100k,own,Cytotoxic CD4 T,paediatric,False,-0.25386029128779325,0.7163565809460187,False,True,-2.8218536160659657,False
+s100k,own,Cytotoxic CD4 T,all,False,-1.2151816660409027,0.758143285631371,False,True,-0.6238929592325269,True
+s100k,own,Granulocyte-like (LDG),adult,False,1.2681724855623218,0.02732919254658383,True,False,0.021550059520859075,True
+s100k,own,Granulocyte-like (LDG),paediatric,False,1.7244023150954175,0.017777777777777767,True,False,0.010309530219340989,True
+s100k,own,Granulocyte-like (LDG),all,False,0.7012300784341825,0.013947436898256556,True,False,0.01988995812815189,True
+s100k,own,Platelet signal in monocytes (negative control),adult,True,4.68695901676532,1.5751985793458618,True,False,0.33608115063762106,False
+s100k,own,Platelet signal in monocytes (negative control),paediatric,True,4.0841361449031375,0.170553446133896,True,False,0.0417599805889774,False
+s100k,own,Platelet signal in monocytes (negative control),all,True,1.647957707825972,1.0539836978367085,True,False,0.6395696278074702,False
+s100k,depth_r16,C1Q-high monocyte (reference),adult,False,5.581669557426815,0.14708495103606872,True,False,0.026351425773738533,True
+s100k,depth_r16,C1Q-high monocyte (reference),paediatric,False,8.212833863835083,-0.19358876765884142,False,True,-0.023571494427922442,True
+s100k,depth_r16,C1Q-high monocyte (reference),all,False,6.176030214137355,0.1637439643562853,True,False,0.026512817890926795,True
+s100k,depth_r16,Cycling T/NK,adult,False,0.3875177927158905,0.11698409663977029,True,False,0.30188058158541753,False
+s100k,depth_r16,Cycling T/NK,paediatric,False,0.12567829298983058,0.2130203251113063,True,False,1.6949651371262906,False
+s100k,depth_r16,Cycling T/NK,all,False,-0.19188602573971947,0.12971964257896015,False,True,-0.6760244373132005,False
+s100k,depth_r16,Cycling activated T (CD38/HLA-DR),adult,False,0.37423166514889994,0.1266387312712946,True,False,0.3383966218382599,False
+s100k,depth_r16,Cycling activated T (CD38/HLA-DR),paediatric,False,-0.620238066766313,0.30079296775237274,False,True,-0.4849637322658921,False
+s100k,depth_r16,Cycling activated T (CD38/HLA-DR),all,False,-0.532751318044917,0.1476436774803448,False,True,-0.27713432605322386,False
+s100k,depth_r16,Proliferating T (label),adult,False,-0.06114597070139549,0.2755704583526968,False,True,-4.5067639812022415,False
+s100k,depth_r16,Proliferating T (label),paediatric,False,-0.1777889168259632,0.5790255230120389,False,True,-3.2568145042406917,False
+s100k,depth_r16,Proliferating T (label),all,False,-0.6231075450308581,0.188438734269204,False,True,-0.30241767375786144,True
+s100k,depth_r16,Plasmablast (label),adult,False,0.9743555916610747,0.5252587991718427,True,False,0.5390832706942084,True
+s100k,depth_r16,Plasmablast (label),paediatric,False,-0.13589544487460703,1.8911111111111105,False,True,-13.915927151613285,False
+s100k,depth_r16,Plasmablast (label),all,False,0.2860250987194062,0.7595628415300545,True,False,2.6555810833761626,False
+s100k,depth_r16,Plasmablast (markers),adult,False,1.3852131172828832,0.5749482401656316,True,False,0.41506121548531205,True
+s100k,depth_r16,Plasmablast (markers),paediatric,False,-1.6724523029824683,1.793333333333333,False,True,-1.072277714668035,True
+s100k,depth_r16,Plasmablast (markers),all,False,-0.12208680253644921,0.7124642206609418,False,True,-5.835718569566391,False
+s100k,depth_r16,MS1 monocyte (IL1R2+),adult,False,12.506974019182035,1.3974988574154537,True,False,0.11173756779794215,True
+s100k,depth_r16,MS1 monocyte (IL1R2+),paediatric,False,12.832519546695183,0.7832840903353834,True,False,0.06103899452365191,True
+s100k,depth_r16,MS1 monocyte (IL1R2+),all,False,7.545041610915863,0.4108672697432534,True,False,0.05445526889458464,True
+s100k,depth_r16,Cycling monocyte (Ye 2026),adult,False,1.0160562518389284,0.1308195862271315,True,False,0.12875230676487173,True
+s100k,depth_r16,Cycling monocyte (Ye 2026),paediatric,False,4.624260834367256,0.034904013961605584,True,False,0.007548020151069517,True
+s100k,depth_r16,Cycling monocyte (Ye 2026),all,False,1.8244792932996554,0.09981649263147228,True,False,0.05470957823311304,True
+s100k,depth_r16,ISG-high monocyte (positive control),adult,True,5.258306598715746,8.940955298367536,True,False,1.7003487968067925,False
+s100k,depth_r16,ISG-high monocyte (positive control),paediatric,True,-7.307000514270786,-5.319552765375018,True,False,0.7280077173918047,False
+s100k,depth_r16,ISG-high monocyte (positive control),all,True,3.384967587492204,5.527475247192759,True,False,1.6329477622229933,False
+s100k,depth_r16,ISG-high T,adult,False,1.1176537865907132,0.9498291227018412,True,False,0.8498419940929974,True
+s100k,depth_r16,ISG-high T,paediatric,False,-14.069512831585055,-2.0305347605287105,True,False,0.14432161119113554,True
+s100k,depth_r16,ISG-high T,all,False,-1.7888520831726646,0.4651129540309087,False,True,-0.26000637973710805,True
+s100k,depth_r16,DN2 / ABC B,adult,False,-0.19144184759847693,-0.2276509671579945,True,False,1.1891389997210078,False
+s100k,depth_r16,DN2 / ABC B,paediatric,False,-0.41926951767803544,0.25597586341891454,False,True,-0.6105281987503871,False
+s100k,depth_r16,DN2 / ABC B,all,False,0.14101393196044043,-0.10643635676453389,False,True,-0.7547931986918369,False
+s100k,depth_r16,HSPC,adult,False,0.01261904050737428,0.21283643892339546,True,False,16.8662933444915,False
+s100k,depth_r16,HSPC,paediatric,False,0.0771490675005708,0.10666666666666669,True,False,1.3826047432897035,False
+s100k,depth_r16,HSPC,all,False,0.032148023147386295,0.09893312516263325,True,False,3.07742484534937,False
+s100k,depth_r16,Cytotoxic CD4 T,adult,False,-1.2241528840340803,1.2059133882971285,False,True,-0.9851003122446231,True
+s100k,depth_r16,Cytotoxic CD4 T,paediatric,False,-0.10892331141818523,0.7163565809460187,False,True,-6.576705864144522,False
+s100k,depth_r16,Cytotoxic CD4 T,all,False,-1.071752063264543,0.758143285631371,False,True,-0.7073868216517133,True
+s100k,depth_r16,Granulocyte-like (LDG),adult,False,0.9808182387163653,0.02732919254658383,True,False,0.027863666750682164,True
+s100k,depth_r16,Granulocyte-like (LDG),paediatric,False,0.9518630572959759,0.017777777777777767,True,False,0.018676822933206744,True
+s100k,depth_r16,Granulocyte-like (LDG),all,False,0.6094193964530152,0.013947436898256556,True,False,0.022886434169037594,True
+s100k,depth_r16,Platelet signal in monocytes (negative control),adult,True,3.547363510133528,1.5751985793458618,True,False,0.44404769199606753,False
+s100k,depth_r16,Platelet signal in monocytes (negative control),paediatric,True,3.516294983105267,0.170553446133896,True,False,0.04850373673237134,False
+s100k,depth_r16,Platelet signal in monocytes (negative control),all,True,2.7073284572031566,1.0539836978367085,True,False,0.38930765679076157,False
+s150k,own,C1Q-high monocyte (reference),adult,False,6.135802854755325,0.01695698058469991,True,False,0.002763612356214808,True
+s150k,own,C1Q-high monocyte (reference),paediatric,False,9.367592776660835,0.32959966759867443,True,False,0.035185097757437236,True
+s150k,own,C1Q-high monocyte (reference),all,False,6.909224055886901,0.20152108898421695,True,False,0.02916696395342888,True
+s150k,own,Cycling T/NK,adult,False,0.5085124217687798,0.070947897512456,True,False,0.13952048067119974,False
+s150k,own,Cycling T/NK,paediatric,False,-0.2427305245578104,0.14373045634038822,False,True,-0.5921400145376292,False
+s150k,own,Cycling T/NK,all,False,-0.36677933802225593,0.06583585739176633,False,True,-0.17949718145729204,False
+s150k,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4578859685766772,0.10933209032731969,True,False,0.238775804087587,False
+s150k,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-1.42437660504303,0.14576421095202527,False,True,-0.10233544305343444,False
+s150k,own,Cycling activated T (CD38/HLA-DR),all,False,-0.9020297727048878,0.10802209031609498,False,True,-0.11975446219715409,False
+s150k,own,Proliferating T (label),adult,False,-0.06114597070139549,0.32270819747809165,False,True,-5.2776690561349895,False
+s150k,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.6646917004082199,False,True,-3.7386565612460743,False
+s150k,own,Proliferating T (label),all,False,-0.6231075450308581,0.24106471153488063,False,True,-0.38687496798476806,True
+s150k,own,Plasmablast (label),adult,False,0.9743555916610747,0.6892339544513457,True,False,0.7073741458971303,True
+s150k,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.7111111111111108,False,True,-12.591379443880413,False
+s150k,own,Plasmablast (label),all,False,0.2860250987194062,0.7052302888368464,True,False,2.4656237931367175,False
+s150k,own,Plasmablast (markers),adult,False,1.8788014969809794,0.7848861283643891,True,False,0.4177589434677436,True
+s150k,own,Plasmablast (markers),paediatric,False,-1.1765433309199729,1.664444444444444,False,True,-1.414690305662578,True
+s150k,own,Plasmablast (markers),all,False,0.10163153190395846,0.7232370543845952,True,False,7.116266387365413,False
+s150k,own,MS1 monocyte (IL1R2+),adult,False,18.969020203809176,1.4977650352168574,True,False,0.07895848173096946,True
+s150k,own,MS1 monocyte (IL1R2+),paediatric,False,22.034857269874095,0.7162274436607163,True,False,0.03250429239856877,True
+s150k,own,MS1 monocyte (IL1R2+),all,False,11.400490870888055,0.6616849454397089,True,False,0.05804003993629497,True
+s150k,own,Cycling monocyte (Ye 2026),adult,False,2.150314536360198,0.07753605592235373,True,False,0.03605800668287242,True
+s150k,own,Cycling monocyte (Ye 2026),paediatric,False,7.859989186964567,0.052784669025065546,True,False,0.006715615984893021,True
+s150k,own,Cycling monocyte (Ye 2026),all,False,3.3377871215217807,0.05780522305639038,True,False,0.01731842713505214,True
+s150k,own,ISG-high monocyte (positive control),adult,True,-0.18706316462991524,10.091997009347102,False,True,-53.949675390732615,False
+s150k,own,ISG-high monocyte (positive control),paediatric,True,-5.947378707766923,-7.153196590840597,True,False,1.2027477889543081,False
+s150k,own,ISG-high monocyte (positive control),all,True,1.7673624641906578,5.752621853089286,True,False,3.2549191066608,False
+s150k,own,ISG-high T,adult,False,1.6992887540353507,1.1452844931354191,True,False,0.6739787398790691,True
+s150k,own,ISG-high T,paediatric,False,-15.642405854325386,-3.117347280904177,True,False,0.19928822394300544,True
+s150k,own,ISG-high T,all,False,-1.6501821280479536,0.4168755616335116,False,True,-0.25262397074112375,True
+s150k,own,DN2 / ABC B,adult,False,-0.839803809912544,-0.5977565704340784,True,False,0.7117812081566145,False
+s150k,own,DN2 / ABC B,paediatric,False,-1.1778488116101702,0.246161014414763,False,True,-0.20899203020653412,False
+s150k,own,DN2 / ABC B,all,False,-0.13427856315908304,0.08477003559565788,False,True,-0.6312998411759052,False
+s150k,own,HSPC,adult,False,0.005110789182514883,0.12422360248447202,True,False,24.30614882520842,False
+s150k,own,HSPC,paediatric,False,0.07523677208795856,0.17777777777777776,True,False,2.362910752868817,False
+s150k,own,HSPC,all,False,0.02826173335719656,0.07457715326567782,True,False,2.6388032299047754,False
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+s150k,own,Platelet signal in monocytes (negative control),paediatric,True,4.0841361449031375,0.7232027990436026,True,False,0.1770760751808274,False
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+s162k,depth_r16,Granulocyte-like (LDG),paediatric,False,0.9518630572959759,-0.0111111111111111,False,True,-0.01167301433325421,True
+s162k,depth_r16,Granulocyte-like (LDG),all,False,0.6094193964530152,0.016913869372885765,True,False,0.0277540712870792,True
+s162k,depth_r16,Platelet signal in monocytes (negative control),adult,True,3.547363510133528,0.957635584399576,True,False,0.2699569924717214,False
+s162k,depth_r16,Platelet signal in monocytes (negative control),paediatric,True,3.516294983105267,-0.12115624583016271,False,True,-0.034455654719607376,False
+s162k,depth_r16,Platelet signal in monocytes (negative control),all,True,2.7073284572031566,0.7351617798740832,True,False,0.27154510119306036,False
+own5,own,C1Q-high monocyte (reference),adult,False,6.090869618441737,-0.46748931680828165,False,True,-0.07675247478501801,True
+own5,own,C1Q-high monocyte (reference),paediatric,False,9.181699383471598,1.3608007140195892,True,False,0.14820793593713485,True
+own5,own,C1Q-high monocyte (reference),all,False,6.82014555823388,0.4038100576411323,True,False,0.05920842219468722,True
+own5,own,Cycling T/NK,adult,False,0.4865713405051566,0.1700145726889675,True,False,0.3494134539705092,False
+own5,own,Cycling T/NK,paediatric,False,-0.1743875432869182,0.17319599806928093,False,True,-0.9931672572754993,False
+own5,own,Cycling T/NK,all,False,-0.3403448449270834,0.1347491653752929,False,True,-0.3959195133517066,False
+own5,own,Cycling activated T (CD38/HLA-DR),adult,False,0.4399177827429803,0.16990101874911745,True,False,0.3862108453305722,False
+own5,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-1.3059106649682977,0.250164902313229,False,True,-0.19156356481651218,False
+own5,own,Cycling activated T (CD38/HLA-DR),all,False,-0.834913150630479,0.14951673834801346,False,True,-0.17908058848409192,False
+own5,own,Proliferating T (label),adult,False,-0.06114597070139549,0.08345588528253778,False,True,-1.364863200718361,False
+own5,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.2488111263103494,False,True,-1.3994748983926233,False
+own5,own,Proliferating T (label),all,False,-0.6231075450308581,0.1808042517181816,False,True,-0.2901654026821769,True
+own5,own,Plasmablast (label),adult,False,0.9743555916610747,0.5339544513457556,True,False,0.5480077868034541,True
+own5,own,Plasmablast (label),paediatric,False,-0.13589544487460703,0.8999999999999998,False,True,-6.622738538664373,False
+own5,own,Plasmablast (label),all,False,0.2860250987194062,0.49648711943793916,True,False,1.7358166177052825,False
+own5,own,Plasmablast (markers),adult,False,1.7826408666686366,0.6407867494824018,True,False,0.3594592502975045,True
+own5,own,Plasmablast (markers),paediatric,False,-1.4034106993404531,1.171111111111111,False,True,-0.8344749770409234,True
+own5,own,Plasmablast (markers),all,False,0.02097297194932679,0.5999479573250066,True,False,28.605767402662465,False
+own5,own,MS1 monocyte (IL1R2+),adult,False,17.784266954963233,4.364270705792241,True,False,0.24540065198325536,True
+own5,own,MS1 monocyte (IL1R2+),paediatric,False,19.599987879352305,10.676732614611584,True,False,0.5447315927097606,True
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+own5,own,Cycling monocyte (Ye 2026),adult,False,1.936668290035271,0.5242105738305151,True,False,0.27067648937493993,True
+own5,own,Cycling monocyte (Ye 2026),paediatric,False,6.761925042111034,0.7270781182011334,True,False,0.10752531471040143,True
+own5,own,Cycling monocyte (Ye 2026),all,False,2.9079634143185205,0.5259183309240802,True,False,0.18085452118637776,True
+own5,own,ISG-high monocyte (positive control),adult,True,1.3360789826728876,6.117953925000014,True,False,4.5790361231195815,False
+own5,own,ISG-high monocyte (positive control),paediatric,True,-6.516609336384402,-3.770488963954177,True,False,0.5785967470694124,False
+own5,own,ISG-high monocyte (positive control),all,True,2.184736079224745,3.712095688908721,True,False,1.6991048594876321,False
+own5,own,ISG-high T,adult,False,1.6130270929610147,0.8821532925080655,True,False,0.5468930412623803,True
+own5,own,ISG-high T,paediatric,False,-15.445771206726906,-3.4499229753122433,True,False,0.22335712015530446,True
+own5,own,ISG-high T,all,False,-1.673883926539658,0.07333121523690478,False,True,-0.04380902049074512,True
+own5,own,DN2 / ABC B,adult,False,-0.8740556512772981,-0.5728472538447789,True,False,0.6553899091066462,False
+own5,own,DN2 / ABC B,paediatric,False,-1.0914815634653392,0.8445719769578933,False,True,-0.7737849224648982,False
+own5,own,DN2 / ABC B,all,False,-0.12298819537853944,0.3706352473393175,False,True,-3.0135839150949173,False
+own5,own,HSPC,adult,False,0.0038820191002266746,0.09999999999999998,True,False,25.75979082487278,False
+own5,own,HSPC,paediatric,False,0.08218337508870309,-0.021111111111111094,False,True,-0.2568781227142985,False
+own5,own,HSPC,all,False,0.030289915814687124,0.014519906323185006,True,False,0.47936436707244073,False
+own5,own,Cytotoxic CD4 T,adult,False,-1.4256266413522898,-2.1115101299611205,True,False,1.4811101790004642,True
+own5,own,Cytotoxic CD4 T,paediatric,False,-0.2559856870805923,-0.09597086226511153,True,False,0.374907141721939,False
+own5,own,Cytotoxic CD4 T,all,False,-1.204439237283703,-0.6058598355248694,True,False,0.5030223333567474,True
+own5,own,Granulocyte-like (LDG),adult,False,1.1962461143746907,0.03416149068322983,True,False,0.028557242755256042,True
+own5,own,Granulocyte-like (LDG),paediatric,False,1.5609580774758105,0.037777777777777785,True,False,0.024201660712674208,True
+own5,own,Granulocyte-like (LDG),all,False,0.694000508628362,0.0006245120999219395,True,False,0.0008998726833158076,True
+own5,own,Platelet signal in monocytes (negative control),adult,True,4.458010758968314,3.925981985858225,True,False,0.8806578086336398,False
+own5,own,Platelet signal in monocytes (negative control),paediatric,True,4.2958877560738085,5.383574719390028,True,False,1.2531925937260293,False
+own5,own,Platelet signal in monocytes (negative control),all,True,2.176638796778267,2.4382202177531394,True,False,1.1201767704233012,False
+own58,own,C1Q-high monocyte (reference),adult,False,6.064155662314116,1.8925065611815328,True,False,0.31208080177469283,True
+own58,own,C1Q-high monocyte (reference),paediatric,False,9.070543294694957,3.120432635369667,True,False,0.34401827255426903,True
+own58,own,C1Q-high monocyte (reference),all,False,6.770408354117139,2.045950686918774,True,False,0.30219014569108155,True
+own58,own,Cycling T/NK,adult,False,0.5085124217687798,0.07353536799543159,True,False,0.1446087939005511,False
+own58,own,Cycling T/NK,paediatric,False,-0.2427305245578104,0.5469406508983148,False,True,-2.253283355666508,False
+own58,own,Cycling T/NK,all,False,-0.36677933802225593,0.2169322745927053,False,True,-0.5914517316118336,False
+own58,own,Cycling activated T (CD38/HLA-DR),adult,False,0.46354113198109204,0.12977967874985713,True,False,0.2799744613713177,False
+own58,own,Cycling activated T (CD38/HLA-DR),paediatric,False,-1.4080793429830565,0.7148071269789243,False,True,-0.5076469096298117,False
+own58,own,Cycling activated T (CD38/HLA-DR),all,False,-0.8946774819863779,0.3414133319354046,False,True,-0.38160492334890667,False
+own58,own,Proliferating T (label),adult,False,-0.06114597070139549,0.002798202749907386,False,True,-0.045762667888164285,False
+own58,own,Proliferating T (label),paediatric,False,-0.1777889168259632,0.9358828032423248,False,True,-5.264010940335816,False
+own58,own,Proliferating T (label),all,False,-0.6231075450308581,0.4086819299135487,False,True,-0.6558770362719802,True
+own58,own,Plasmablast (label),adult,False,0.9743555916610747,0.8202898550724635,True,False,0.8418793529721927,True
+own58,own,Plasmablast (label),paediatric,False,-0.13589544487460703,1.9922222222222228,False,True,-14.659963209660773,False
+own58,own,Plasmablast (label),all,False,0.2860250987194062,1.0278948737965128,True,False,3.593722643217717,False
+own58,own,Plasmablast (markers),adult,False,1.7884455731359585,0.9737060041407867,True,False,0.5444426259130923,True
+own58,own,Plasmablast (markers),paediatric,False,-1.3027257346375167,2.3422222222222224,False,True,-1.797939627617739,True
+own58,own,Plasmablast (markers),all,False,0.04076619049098085,1.1340619307832427,True,False,27.818687915765484,False
+own58,own,MS1 monocyte (IL1R2+),adult,False,17.502327094005008,10.87715388971322,True,False,0.6214690098803446,True
+own58,own,MS1 monocyte (IL1R2+),paediatric,False,20.580755451010912,13.701941992963187,True,False,0.6657647735807559,True
+own58,own,MS1 monocyte (IL1R2+),all,False,10.527008341658401,8.690131973256314,True,False,0.8255082252444848,True
+own58,own,Cycling monocyte (Ye 2026),adult,False,1.9439556204874229,0.5802301664348821,True,False,0.29847912180700736,True
+own58,own,Cycling monocyte (Ye 2026),paediatric,False,7.032889896800119,0.9984301581413346,True,False,0.14196584516353775,True
+own58,own,Cycling monocyte (Ye 2026),all,False,3.0069105375722542,0.4800436563812076,True,False,0.15964680371528095,True
+own58,own,ISG-high monocyte (positive control),adult,True,1.5181304889949594,3.8052064519472615,True,False,2.5065081556107893,False
+own58,own,ISG-high monocyte (positive control),paediatric,True,-7.285521451110181,-12.702121833405725,True,False,1.7434746323435986,False
+own58,own,ISG-high monocyte (positive control),all,True,2.035924603132468,0.730004518504094,True,False,0.35856166646884224,False
+own58,own,ISG-high T,adult,False,1.6922932980138954,0.44874609956797906,True,False,0.2651704052096851,True
+own58,own,ISG-high T,paediatric,False,-15.621974468366378,-7.754844127692056,True,False,0.4964061452920167,True
+own58,own,ISG-high T,all,False,-1.6534595272694097,-0.9245094868619215,True,False,0.5591364479230369,True
+own58,own,DN2 / ABC B,adult,False,-0.8818871601392404,-2.276772537955346,True,False,2.5817050535080566,False
+own58,own,DN2 / ABC B,paediatric,False,-1.1194213127637997,-1.455287514801626,True,False,1.300035561417522,False
+own58,own,DN2 / ABC B,all,False,-0.12058903294361034,-0.7289263004658109,True,False,6.044714703091369,False
+own58,own,HSPC,adult,False,0.005467452919245358,-0.06128364389233954,False,True,-11.208810537100735,False
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+own58,own,HSPC,all,False,0.0281676373377594,-0.03148581837106428,False,True,-1.1178011841574225,False
+own58,own,Cytotoxic CD4 T,adult,False,-1.460390756738755,-3.623046992500051,True,False,2.4808750505863184,True
+own58,own,Cytotoxic CD4 T,paediatric,False,-0.25386029128779325,0.16505077196403928,False,True,-0.6501638012261103,False
+own58,own,Cytotoxic CD4 T,all,False,-1.2151816660409027,-1.1935770471374652,True,False,0.9822210789487748,True
+own58,own,Granulocyte-like (LDG),adult,False,1.2402979583618499,0.04720496894409937,True,False,0.03805937809205648,True
+own58,own,Granulocyte-like (LDG),paediatric,False,1.6126659914428525,0.22,True,False,0.13642006538698442,True
+own58,own,Granulocyte-like (LDG),all,False,0.6874280306366254,0.12459016393442622,True,False,0.18124102943408285,True
+own58,own,Platelet signal in monocytes (negative control),adult,True,4.492801544702131,3.3209739101990827,True,False,0.7391766311412405,False
+own58,own,Platelet signal in monocytes (negative control),paediatric,True,4.287181068402187,1.971374683380712,True,False,0.45983004961239815,False
+own58,own,Platelet signal in monocytes (negative control),all,True,2.0330388225779785,2.21148919810517,True,False,1.0877751932454043,False