diff --git a/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_confound_cross_contrast_counts.csv b/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_confound_cross_contrast_counts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f97c7d780051390930268b5d304b83c7cc1f3c6
--- /dev/null
+++ b/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_confound_cross_contrast_counts.csv
@@ -0,0 +1,25 @@
+arm,variant,n_pairs,kept,binom_p_ge_kept_at_0.5,robust_kept_boot_P>=0.95,robust_reversed_boot_P<=0.05,kept_and_lodo_stable,median_ratio_kept,median_ratio_all21_signed,mean_ratio_all21_signed
+zs,own_ref,21,15,0.03917694091796875,8,2,12,0.09180813975877354,0.05212217564004805,-0.05603856934866439
+xcal,own_ref,21,19,0.000110626220703125,13,2,15,0.22890669263465496,0.1465570609343828,0.31188451379084897
+r16,own_ref,21,11,0.5,9,3,9,0.1370210621168871,0.0046692057333016885,0.06100754912998683
+r64,own_ref,21,10,0.6681880950927734,8,4,8,0.13110334206937757,-0.000225929024694895,0.03699728077488482
+full20k,own_ref,21,15,0.03917694091796875,9,2,10,0.28995936891090063,0.16974287765282395,0.19551285026796084
+full108k,own_ref,21,16,0.013301849365234375,10,3,12,0.14951970796554165,0.10571563402450875,-0.022426422845868682
+s50k,own_ref,21,15,0.03917694091796875,12,3,14,0.0739193966255198,0.04930392405529884,-0.10632022942626884
+s50k,r16_depth_ref,21,15,0.03917694091796875,12,3,14,0.11644095589774298,0.07622517176651925,-0.0669292979296829
+s50k,r64_depth_ref,21,15,0.03917694091796875,12,3,14,0.11759092428585037,0.08277823489065064,-0.08322072019666579
+s50k,full108k_depth_ref,21,15,0.03917694091796875,12,3,14,0.1173045794670606,0.07768165831983535,-0.08267480389420136
+s100k,own_ref,21,15,0.03917694091796875,8,1,13,0.035547500069641205,0.023699327599134623,-0.08119459555314465
+s100k,r16_depth_ref,21,15,0.03917694091796875,8,1,13,0.05470957823311304,0.026512817890926795,-0.041043781006704014
+s100k,r64_depth_ref,21,15,0.03917694091796875,8,1,13,0.05499306796460991,0.0276499031516299,-0.05109545802990919
+s100k,full108k_depth_ref,21,15,0.03917694091796875,8,1,13,0.05485915473808624,0.02801670736602286,-0.0514383383181159
+s150k,own_ref,21,16,0.013301849365234375,11,3,14,0.033844695078003,0.017631866880702896,-0.09998363463643595
+s150k,r16_depth_ref,21,16,0.013301849365234375,11,3,14,0.047972870049731414,0.031683134617465,-0.0649652037742984
+s150k,r64_depth_ref,21,16,0.013301849365234375,11,3,14,0.046243147173347904,0.029159592029241142,-0.07906538176201347
+s150k,full108k_depth_ref,21,16,0.013301849365234375,11,3,14,0.04685606597353617,0.030250279076830658,-0.07962842587078556
+s162k,own_ref,21,14,0.09462356567382812,10,3,13,0.04162180704324611,0.0241202850434678,-0.1338472372571992
+s162k,r16_depth_ref,21,14,0.09462356567382812,10,3,13,0.06708791018958345,0.028579010080010576,-0.09941072261517807
+s162k,r64_depth_ref,21,14,0.09462356567382812,10,3,13,0.06226042489152527,0.02914484418564186,-0.11979716076714242
+s162k,full108k_depth_ref,21,14,0.09462356567382812,10,3,13,0.062992177030859,0.029753205264875526,-0.12051854377106717
+own5,own_ref,21,17,0.0035986900329589844,10,1,15,0.24540065198325536,0.18085452118637776,0.21387454663865385
+own58,own_ref,21,19,0.000110626220703125,15,2,17,0.34401827255426903,0.31208080177469283,0.36872180548952266
diff --git a/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_confound_cross_contrast_paired_compression.csv b/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_confound_cross_contrast_paired_compression.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eafbc850860c4c2bc3474300d470aeb9bc411167
--- /dev/null
+++ b/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_confound_cross_contrast_paired_compression.csv
@@ -0,0 +1,7 @@
+comparator,pairs_kept_by_both,scratch_median_ratio_on_both,scratch_r16depth_median_ratio_on_both,comparator_median_ratio_on_both,pairs_scratch_less_compressed
+r16,10,0.05947398779847998,0.10715249799823195,0.13782053190749183,0
+r64,10,0.05947398779847998,0.10715249799823195,0.13110334206937757,1
+full108k,13,0.041813381943324436,0.07179820765043483,0.2551094304857982,2
+full20k,12,0.049172372127747194,0.08323197573478741,0.2884537439508871,2
+xcal,14,0.04162180704324611,0.06708791018958345,0.4014579429393046,1
+own58,14,0.04162180704324611,0.06708791018958345,0.3071354737328872,1
diff --git a/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_confound_cross_contrasts.csv b/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_confound_cross_contrasts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7da2752a4605c68d00c13a179968e036add9b934
--- /dev/null
+++ b/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_confound_cross_contrasts.csv
@@ -0,0 +1,937 @@
+arm,variant,state,contrast,n_a,n_b,obs_diff,gen_diff,same_direction,gen_over_obs_diff,boot_P_gen_sign_eq_obs,boot_P_obs_sign_stable,lodo_same_direction_frac,obs_state_cells_group_b,gen_state_cells_group_a,gen_state_cells_group_b,common
+zs,own_ref,C1Q-high monocyte (reference),adult,46,7,5.446863016703963,0.07756133420260566,True,0.014239633705629707,0.9425,1.0,1.0,105,41,1,True
+zs,own_ref,C1Q-high monocyte (reference),paediatric,15,4,8.481078191387752,-0.024620839955400056,False,-0.002903031831542561,0.4355,1.0,0.012195121951219513,33,10,2,True
+zs,own_ref,C1Q-high monocyte (reference),all,61,21,6.124731412291873,0.008135428419190932,True,0.0013282914582774588,0.606,1.0,1.0,513,51,12,True
+zs,own_ref,Cycling T/NK,adult,46,7,0.3191664126361188,0.36536469695703805,True,1.1447466979352552,1.0,1.0,1.0,108,158,18,False
+zs,own_ref,Cycling T/NK,paediatric,15,4,0.15692364949538073,0.5240752631933088,True,3.3396831190109153,1.0,0.5905,1.0,248,80,10,False
+zs,own_ref,Cycling T/NK,all,61,21,-0.11515200366891765,0.29992236643301473,False,-2.6045779220250873,0.0005,0.6455,0.0,880,238,56,False
+zs,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4072447201931727,0.47072848611167184,True,1.15588603797831,1.0,0.998,1.0,195,107,9,False
+zs,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.2680811564650547,0.3999890100107825,False,-1.4920444811753206,0.0,0.5895,0.0,371,37,3,False
+zs,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.3199090575396817,0.376300861034089,False,-1.176274482279741,0.0,0.7205,0.0,1290,144,24,False
+zs,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,2.6517231097474374,False,-43.367094827834975,0.0,0.5845,0.0,439,776,74,False
+zs,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,3.7685143758472925,False,-21.196565247856675,0.0,0.5445,0.0,542,399,36,False
+zs,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,2.5207346383512412,False,-4.045424675810027,0.0,0.795,0.0,1938,1175,194,True
+zs,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.4861283643892338,True,0.4989229482026018,1.0,1.0,1.0,90,342,1,True
+zs,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.312222222222222,False,-9.656116313781018,0.0,0.535,0.0,1000,299,1,False
+zs,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.5830861306271143,True,2.0385837929528288,1.0,0.643,1.0,2043,641,37,False
+zs,own_ref,Plasmablast (markers),adult,46,7,1.2646132577274933,0.5734989648033126,True,0.45349751103660635,1.0,1.0,1.0,442,468,11,True
+zs,own_ref,Plasmablast (markers),paediatric,15,4,-1.5015042851308795,1.353333333333333,False,-0.9013183290485042,0.0,0.6005,0.0,2024,342,10,True
+zs,own_ref,Plasmablast (markers),all,61,21,-0.057899368349389135,0.6566744730679157,False,-11.341651762161995,0.0,0.5195,0.0,4369,810,72,False
+zs,own_ref,MS1 monocyte (IL1R2+),adult,46,7,12.727879751514621,0.8494010056511055,True,0.06673546751178464,1.0,1.0,1.0,18,331,1,True
+zs,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,14.191039898363549,0.7396678740974345,True,0.05212217564004805,1.0,1.0,1.0,0,54,0,True
+zs,own_ref,MS1 monocyte (IL1R2+),all,61,21,7.862481197429501,0.7218397726243367,True,0.09180813975877354,1.0,0.975,1.0,2420,385,18,True
+zs,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0687965100517287,-0.03123820178813877,False,-0.029227454893754164,0.386,1.0,0.036585365853658534,52,72,6,True
+zs,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.307916655685079,0.27579790511313146,True,0.051959727893944284,0.9495,0.999,1.0,31,22,1,True
+zs,own_ref,Cycling monocyte (Ye 2026),all,61,21,2.04185599772436,0.13636151965258375,True,0.06678312271019998,0.98,1.0,1.0,324,94,9,True
+zs,own_ref,ISG-high T,adult,46,7,0.7796707019551841,1.3367932649878176,True,1.7145613675562446,1.0,0.8895,1.0,146,371,16,True
+zs,own_ref,ISG-high T,paediatric,15,4,-12.306840682529277,-6.023140915419902,True,0.4894140641611067,0.6675,0.694,0.9878048780487805,2166,357,332,True
+zs,own_ref,ISG-high T,all,61,21,-1.7420459999604598,-0.39201205414083695,True,0.22502968012884542,0.5635,0.6875,0.9878048780487805,2631,728,416,True
+zs,own_ref,DN2 / ABC B,adult,46,7,-0.17685753359337752,0.9260120614523357,False,-5.235920928205291,0.057,0.5745,0.0,171,365,46,False
+zs,own_ref,DN2 / ABC B,paediatric,15,4,-0.37208369330280133,1.3946461603790743,False,-3.7482055394567175,0.029,0.557,0.0,160,158,33,False
+zs,own_ref,DN2 / ABC B,all,61,21,0.16037396387404623,0.7665568386142994,True,4.779808518147835,0.917,0.5715,1.0,642,523,187,False
+zs,own_ref,HSPC,adult,46,7,0.009853114769444851,0.06004140786749485,True,6.093647468076507,1.0,0.6285,1.0,57,48,1,False
+zs,own_ref,HSPC,paediatric,15,4,0.07557423716778272,-0.005555555555555564,False,-0.07351123562414065,0.4185,0.9375,0.012195121951219513,21,10,3,False
+zs,own_ref,HSPC,all,61,21,0.029123657305891393,0.018943533697632076,True,0.6504517443899468,0.878,0.8965,1.0,155,58,14,False
+zs,own_ref,Cytotoxic CD4 T,adult,46,7,-1.1626370625420965,0.15664333096298722,False,-0.1347310661338181,0.293,0.981,0.0,346,50,12,True
+zs,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.0630403906172779,0.14764600375540643,False,-2.342085801018817,0.282,0.58,0.012195121951219513,27,7,4,False
+zs,own_ref,Cytotoxic CD4 T,all,61,21,-1.0587511093301065,0.14850974918981996,False,-0.1402688014974408,0.2155,0.9815,0.0,631,57,28,True
+zs,own_ref,Granulocyte-like (LDG),adult,46,7,0.8539261369617128,0.1759834368530021,True,0.20608742282927991,1.0,0.9615,1.0,446,220,15,True
+zs,own_ref,Granulocyte-like (LDG),paediatric,15,4,0.8177748210836381,0.03,True,0.036684915243840384,0.7,0.999,0.9878048780487805,96,33,7,True
+zs,own_ref,Granulocyte-like (LDG),all,61,21,0.5619641748801999,0.06062971636742123,True,0.10788893505595146,0.9125,0.8865,1.0,1403,253,68,True
+xcal,own_ref,C1Q-high monocyte (reference),adult,46,7,6.0506853689463185,0.2117487708818332,True,0.03499583236778145,0.9705,1.0,1.0,138,103,2,True
+xcal,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.226836329634667,0.13893664875166697,True,0.015057885908892904,0.7005,1.0,0.9878048780487805,35,19,1,True
+xcal,own_ref,C1Q-high monocyte (reference),all,61,21,6.815565570078524,0.1301116938733608,True,0.019090373724019758,0.937,1.0,1.0,617,122,21,True
+xcal,own_ref,Cycling T/NK,adult,46,7,0.4809123342290409,0.5083739047676336,True,1.0571030696948474,1.0,1.0,1.0,125,179,7,False
+xcal,own_ref,Cycling T/NK,paediatric,15,4,-0.019757152634525044,0.4639032031798186,False,-23.480266198336768,0.0,0.502,0.0,372,57,4,False
+xcal,own_ref,Cycling T/NK,all,61,21,-0.24547712452299664,0.274022065170425,False,-1.1162835058578104,0.007,0.7095,0.0,1244,236,44,False
+xcal,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4445175743973191,0.4838827463710734,True,1.088557065549379,1.0,0.9865,1.0,328,145,7,False
+xcal,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.9089193965955813,0.27285713828929764,False,-0.30019948887800435,0.0025,0.6865,0.0,589,44,6,False
+xcal,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.714753459226624,0.21132974953355954,False,-0.29566803322955876,0.0185,0.8075,0.0,2026,189,41,False
+xcal,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.9716703579831714,False,-15.890995708094886,0.0,0.5845,0.0,439,343,22,False
+xcal,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.9695638590280118,False,-5.453455009105622,0.0085,0.5445,0.0,542,162,21,False
+xcal,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.7379736324117957,False,-1.1843439199171455,0.0,0.795,0.0,1938,505,90,True
+xcal,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,1.1881987577639754,True,1.2194713797848098,1.0,1.0,1.0,90,833,2,True
+xcal,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.6933333333333334,False,-12.460559917190748,0.0025,0.535,0.0,1000,471,24,False
+xcal,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,1.2187874056726518,True,4.261120479039834,1.0,0.643,1.0,2043,1304,65,False
+xcal,own_ref,Plasmablast (markers),adult,46,7,1.6524139649145242,1.4024844720496896,True,0.8487488618641862,1.0,1.0,1.0,804,1040,11,True
+xcal,own_ref,Plasmablast (markers),paediatric,15,4,-1.4873212373232017,1.9100000000000001,False,-1.284187942772546,0.0035,0.59,0.0,2752,591,43,True
+xcal,own_ref,Plasmablast (markers),all,61,21,-0.021743099365663543,1.3952120739005986,False,-64.16804018767913,0.0,0.497,0.0,6434,1631,122,False
+xcal,own_ref,MS1 monocyte (IL1R2+),adult,46,7,17.526493805242026,8.850217876593018,True,0.5049622574223027,1.0,1.0,1.0,42,2717,3,True
+xcal,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,20.185189827710573,7.790518653526647,True,0.38595221149873404,1.0,1.0,1.0,6,522,0,True
+xcal,own_ref,MS1 monocyte (IL1R2+),all,61,21,10.554667130111692,6.2429290234583945,True,0.5914851644774068,1.0,0.982,1.0,3565,3239,393,True
+xcal,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.966589833580802,0.8199965230079584,True,0.41696367437987514,1.0,1.0,1.0,85,227,0,True
+xcal,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,6.705099517000792,0.7773526678265054,True,0.11593454591621291,0.987,0.999,1.0,40,56,1,True
+xcal,own_ref,Cycling monocyte (Ye 2026),all,61,21,2.942456147798809,0.6735479050151328,True,0.22890669263465496,1.0,1.0,1.0,527,283,10,True
+xcal,own_ref,ISG-high T,adult,46,7,1.4816360633664234,3.082466168255048,True,2.0804475839035534,1.0,0.9125,1.0,356,1089,25,True
+xcal,own_ref,ISG-high T,paediatric,15,4,-15.356636384002977,-12.593115964454176,True,0.8200438982570712,0.6845,0.6905,0.9878048780487805,2963,655,663,True
+xcal,own_ref,ISG-high T,all,61,21,-1.791723880438722,-0.18030847355703905,True,0.10063407399185229,0.4845,0.663,0.975609756097561,4040,1744,806,True
+xcal,own_ref,DN2 / ABC B,adult,46,7,-0.6437675787043737,0.4247556918559603,False,-0.6597966500748766,0.329,0.6825,0.0,279,133,3,False
+xcal,own_ref,DN2 / ABC B,paediatric,15,4,-1.1709353836395842,1.1194470170354813,False,-0.9560280034889175,0.001,0.654,0.0,288,59,3,False
+xcal,own_ref,DN2 / ABC B,all,61,21,-0.09099911442523201,0.7530960085472913,False,-8.27586085099829,0.0875,0.5475,0.0,1060,192,34,False
+xcal,own_ref,HSPC,adult,46,7,0.008153385386138412,0.21863354037267083,True,26.81506270320181,1.0,0.6005,1.0,65,164,2,False
+xcal,own_ref,HSPC,paediatric,15,4,0.0816648025363203,0.2366666666666667,True,2.8980253342486137,0.9995,0.9195,1.0,25,57,1,False
+xcal,own_ref,HSPC,all,61,21,0.030305843586405243,0.15581576893052307,True,5.141443051610672,1.0,0.891,1.0,177,221,27,False
+xcal,own_ref,Cytotoxic CD4 T,adult,46,7,-1.4252878195967438,-1.7888088379255258,True,1.2550509541515853,0.863,0.993,1.0,411,267,65,True
+xcal,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.1615877048812101,1.0581671460598918,False,-6.548562261205423,0.08,0.64,0.0,37,55,17,False
+xcal,own_ref,Cytotoxic CD4 T,all,61,21,-1.1664873724583626,-0.05597502865330739,True,0.04798597050848521,0.52,0.991,0.7317073170731707,745,322,135,True
+xcal,own_ref,Granulocyte-like (LDG),adult,46,7,1.2250830329155338,0.12567287784679088,True,0.10258315107646723,1.0,0.9735,1.0,853,113,4,True
+xcal,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.4416998305005806,0.11999999999999998,True,0.08323507949524703,1.0,0.9955,1.0,229,27,0,True
+xcal,own_ref,Granulocyte-like (LDG),all,61,21,0.6974199198289479,0.1022118136872235,True,0.1465570609343828,1.0,0.8715,1.0,2886,140,16,True
+r16,own_ref,C1Q-high monocyte (reference),adult,46,7,5.581669557426815,-0.23503804675281328,False,-0.04210891460603901,0.0455,1.0,0.0,111,24,5,True
+r16,own_ref,C1Q-high monocyte (reference),paediatric,15,4,8.212833863835083,-0.045310601008888354,False,-0.0055170482880960185,0.35,1.0,0.012195121951219513,31,5,1,True
+r16,own_ref,C1Q-high monocyte (reference),all,61,21,6.176030214137355,-0.07890838580813034,False,-0.012776554367804687,0.139,1.0,0.0,525,29,12,True
+r16,own_ref,Cycling T/NK,adult,46,7,0.38751779271589043,0.013430850795479232,True,0.03465866870615175,0.647,1.0,0.975609756097561,123,43,8,False
+r16,own_ref,Cycling T/NK,paediatric,15,4,0.12567829298983058,0.20353199299202493,True,1.6194681527739558,1.0,0.5575,1.0,297,16,0,False
+r16,own_ref,Cycling T/NK,all,61,21,-0.19188602573971947,0.0428116772590392,False,-0.22310992733316792,0.088,0.6935,0.0,1067,59,17,False
+r16,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.37423166514889994,0.08438974930292109,True,0.22550135961729467,0.952,0.9815,1.0,281,40,4,False
+r16,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6202380667663128,0.24024891550339034,False,-0.3873495168652861,0.002,0.6625,0.0,489,15,1,False
+r16,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.532751318044917,0.0575093502315409,False,-0.10794783285114688,0.0915,0.78,0.0,1680,55,14,False
+r16,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.6376300062947468,False,-10.42799711870785,0.002,0.5845,0.0,439,416,47,False
+r16,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,1.0369081564787366,False,-5.832242948494711,0.0005,0.5445,0.0,542,141,10,False
+r16,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.6735088119218351,False,-1.0808869468728404,0.0,0.795,0.0,1938,557,97,True
+r16,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,1.7163561076604552,True,1.7615294891820996,1.0,1.0,1.0,90,1296,17,True
+r16,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,3.7177777777777776,False,-27.357633518976538,0.0,0.535,0.0,1000,979,38,False
+r16,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,2.0260213374967475,True,7.0833690699440925,1.0,0.643,1.0,2043,2275,145,False
+r16,own_ref,Plasmablast (markers),adult,46,7,1.3852131172828832,1.7863354037267083,True,1.289574421032507,1.0,1.0,1.0,490,1502,41,True
+r16,own_ref,Plasmablast (markers),paediatric,15,4,-1.6724523029824683,3.616666666666666,False,-2.162493160622338,0.0,0.6075,0.0,2239,1065,67,True
+r16,own_ref,Plasmablast (markers),all,61,21,-0.12208680253644921,2.0689565443663804,False,-16.94660275625361,0.0,0.5345,0.0,4924,2567,232,False
+r16,own_ref,MS1 monocyte (IL1R2+),adult,46,7,12.506974019182035,1.2328670698181692,True,0.09857436882233162,1.0,1.0,1.0,13,223,1,True
+r16,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.832519546695183,0.8953654313417875,True,0.06977315936155148,0.993,1.0,1.0,2,55,1,True
+r16,own_ref,MS1 monocyte (IL1R2+),all,61,21,7.545041610915863,1.0338296152438005,True,0.1370210621168871,1.0,0.973,1.0,2324,278,14,True
+r16,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0160562518389284,0.14084571935527385,True,0.13862000169809652,1.0,1.0,1.0,48,23,0,True
+r16,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624260834367256,0.376111746358367,True,0.08133445751224172,0.999,0.9995,1.0,28,8,0,True
+r16,own_ref,Cycling monocyte (Ye 2026),all,61,21,1.8244792932996554,0.19231477072626718,True,0.10540803144904813,1.0,1.0,1.0,304,31,1,True
+r16,own_ref,ISG-high T,adult,46,7,1.1176537865907132,2.307842616912419,True,2.0648993853027178,1.0,0.898,1.0,256,914,19,True
+r16,own_ref,ISG-high T,paediatric,15,4,-14.069512831585055,-7.997577969560395,True,0.5684331835290275,0.6705,0.6895,0.9878048780487805,2605,632,213,True
+r16,own_ref,ISG-high T,all,61,21,-1.7888520831726646,0.27379807253064303,False,-0.1530579722640015,0.411,0.678,0.036585365853658534,3345,1546,293,True
+r16,own_ref,DN2 / ABC B,adult,46,7,-0.19144184759847693,0.1756408071950989,False,-0.9174629758248125,0.2455,0.5645,0.0,187,99,6,False
+r16,own_ref,DN2 / ABC B,paediatric,15,4,-0.41926951767803455,0.2289642612963697,False,-0.5461028089148994,0.0035,0.565,0.0,182,23,2,False
+r16,own_ref,DN2 / ABC B,all,61,21,0.14101393196044043,0.22515309281318552,True,1.59667268108196,0.9385,0.5585,1.0,705,122,22,False
+r16,own_ref,HSPC,adult,46,7,0.012619040507374307,0.1202898550724638,True,9.532408981662979,0.9995,0.6615,1.0,58,129,7,False
+r16,own_ref,HSPC,paediatric,15,4,0.0771490675005708,0.23000000000000004,True,2.981241477718423,1.0,0.901,1.0,24,63,3,False
+r16,own_ref,HSPC,all,61,21,0.03214802314738634,0.11142336716107204,True,3.4659477085181476,1.0,0.917,1.0,162,192,31,False
+r16,own_ref,Cytotoxic CD4 T,adult,46,7,-1.2241528840340807,0.8848017466945914,False,-0.7227869641403045,0.2045,0.9835,0.0,370,221,37,True
+r16,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10892331141818529,0.5363026568366043,False,-4.923671984021833,0.2015,0.631,0.0,29,27,8,False
+r16,own_ref,Cytotoxic CD4 T,all,61,21,-1.071752063264543,0.8734541369732276,False,-0.8149777984216775,0.125,0.984,0.0,658,248,92,True
+r16,own_ref,Granulocyte-like (LDG),adult,46,7,0.9808182387163655,-0.025051759834368525,False,-0.02554169452145866,0.0905,0.97,0.0,541,9,4,True
+r16,own_ref,Granulocyte-like (LDG),paediatric,15,4,0.9518630572959759,0.0044444444444444444,True,0.0046692057333016885,0.661,0.9975,0.9878048780487805,139,1,0,True
+r16,own_ref,Granulocyte-like (LDG),all,61,21,0.6094193964530155,-0.011293260473588342,False,-0.01853117990552672,0.1155,0.891,0.0,1813,10,7,True
+r64,own_ref,C1Q-high monocyte (reference),adult,46,7,5.319546698932954,0.0028740554672122,True,0.0005402820258704949,0.534,1.0,0.7682926829268293,107,37,4,True
+r64,own_ref,C1Q-high monocyte (reference),paediatric,15,4,8.175395589408218,-0.2884136763040588,False,-0.03527825328449162,0.314,1.0,0.012195121951219513,27,7,1,True
+r64,own_ref,C1Q-high monocyte (reference),all,61,21,5.989878960002738,-0.06877098758716063,False,-0.011481198208908248,0.285,1.0,0.0,489,44,15,True
+r64,own_ref,Cycling T/NK,adult,46,7,0.3617549114114195,0.09071197718612516,True,0.25075534381054887,0.9995,1.0,1.0,112,46,3,False
+r64,own_ref,Cycling T/NK,paediatric,15,4,0.21920831581435274,0.2531504960237285,True,1.1548398384581422,1.0,0.6155,1.0,265,18,0,False
+r64,own_ref,Cycling T/NK,all,61,21,-0.12446920712582377,0.0807687467871633,False,-0.6489054494057761,0.009,0.653,0.0,959,64,12,False
+r64,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.3911480420963208,0.07070249043618028,True,0.18075634498195872,0.9105,0.987,1.0,242,49,5,False
+r64,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.5178411303137975,0.4104907349064889,False,-0.7926962747392097,0.0,0.6415,0.0,447,24,0,False
+r64,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.4826707228209044,0.135787525280519,False,-0.2813253815912575,0.007,0.781,0.0,1549,73,10,False
+r64,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.5255432279531227,False,-8.594895492290036,0.0525,0.5845,0.0,439,450,57,False
+r64,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.8746646725636325,False,-4.919680530028978,0.121,0.5445,0.0,542,192,23,False
+r64,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.4781500482124228,False,-0.7673635988290648,0.0495,0.795,0.0,1938,642,144,True
+r64,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,1.09296066252588,True,1.1217266795406884,1.0,1.0,1.0,90,833,12,True
+r64,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,3.376666666666667,False,-24.84753385061856,0.0,0.535,0.0,1000,831,19,False
+r64,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,1.4661982825917255,True,5.126117565053557,1.0,0.643,1.0,2043,1664,111,False
+r64,own_ref,Plasmablast (markers),adult,46,7,1.2567279940769442,1.2741200828157349,True,1.013839183037826,1.0,1.0,1.0,446,1096,33,True
+r64,own_ref,Plasmablast (markers),paediatric,15,4,-1.4520615850255894,3.416666666666667,False,-2.352976417736756,0.0,0.5935,0.0,2058,930,43,True
+r64,own_ref,Plasmablast (markers),all,61,21,-0.08586125387328591,1.5221441582097328,False,-17.727951660898338,0.0,0.5315,0.0,4494,2026,218,False
+r64,own_ref,MS1 monocyte (IL1R2+),adult,46,7,11.873677310189985,0.9924758799038514,True,0.08358622640452837,1.0,1.0,1.0,18,163,0,True
+r64,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.728658353741388,0.6890831364317417,True,0.050193042806979754,0.993,1.0,1.0,2,45,0,True
+r64,own_ref,MS1 monocyte (IL1R2+),all,61,21,7.471255650033233,0.6238364378842374,True,0.0834982052690785,0.9555,0.975,1.0,2241,208,27,True
+r64,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.1052835922570217,0.19742626117507972,True,0.1786204577342268,1.0,1.0,1.0,43,20,0,True
+r64,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.0891922503956035,-0.013757532916303022,False,-0.0027032841833070057,0.4785,0.999,0.012195121951219513,24,8,1,True
+r64,own_ref,Cycling monocyte (Ye 2026),all,61,21,1.9823742046330242,0.13665614591537756,True,0.06893559530586973,0.9915,1.0,1.0,265,28,3,True
+r64,own_ref,ISG-high T,adult,46,7,0.9697619230265289,2.3320305631259797,True,2.404745440868567,1.0,0.893,1.0,208,842,9,True
+r64,own_ref,ISG-high T,paediatric,15,4,-13.514785589705683,-8.053337993450452,True,0.5958909181352268,0.6795,0.6815,0.9878048780487805,2446,609,172,True
+r64,own_ref,ISG-high T,all,61,21,-1.8144593484112472,0.06152388643713058,False,-0.03390755846417905,0.4485,0.6825,0.25609756097560976,3071,1451,259,True
+r64,own_ref,DN2 / ABC B,adult,46,7,-0.15845288533297497,-0.14375028513588262,True,0.9072115337868659,0.726,0.5565,0.9878048780487805,175,90,12,False
+r64,own_ref,DN2 / ABC B,paediatric,15,4,-0.12841365948629369,-0.05154044140205405,True,0.401362608995309,0.664,0.5005,0.975609756097561,144,23,9,False
+r64,own_ref,DN2 / ABC B,all,61,21,0.43601315126472606,-0.005395637860464264,False,-0.012374942922738342,0.4605,0.7405,0.4268292682926829,590,113,39,False
+r64,own_ref,HSPC,adult,46,7,0.004057488247506527,0.3171842650103519,True,78.17256530694158,1.0,0.5495,1.0,60,278,9,False
+r64,own_ref,HSPC,paediatric,15,4,0.07658407368477865,0.1922222222222223,True,2.5099503457260868,0.9865,0.9265,1.0,22,62,5,False
+r64,own_ref,HSPC,all,61,21,0.02509789742134913,0.20333073119958367,True,8.101504591640557,1.0,0.857,1.0,162,340,53,False
+r64,own_ref,Cytotoxic CD4 T,adult,46,7,-1.0641983282231613,0.5259593514313994,False,-0.49423057477412824,0.2675,0.9865,0.0,336,266,29,True
+r64,own_ref,Cytotoxic CD4 T,paediatric,15,4,0.01618078703537562,0.8461108059986447,True,52.291078558095805,0.861,0.5405,1.0,22,25,7,False
+r64,own_ref,Cytotoxic CD4 T,all,61,21,-0.967240287246913,1.0336903906484465,False,-1.0687007192294198,0.034,0.971,0.0,600,291,81,True
+r64,own_ref,Granulocyte-like (LDG),adult,46,7,0.916391055791582,-0.00020703933747411724,False,-0.000225929024694895,0.514,0.9645,0.45121951219512196,447,13,2,True
+r64,own_ref,Granulocyte-like (LDG),paediatric,15,4,0.8034652420645418,-0.028888888888888888,False,-0.03595536854171504,0.041,0.9965,0.0,120,1,2,True
+r64,own_ref,Granulocyte-like (LDG),all,61,21,0.6084704541731312,-0.013270882123341139,False,-0.021810232579616937,0.0555,0.9095,0.0,1471,14,9,True
+full20k,own_ref,C1Q-high monocyte (reference),adult,46,7,5.42943697593581,-0.12993858617923792,False,-0.023932239522283412,0.2375,1.0,0.012195121951219513,95,68,10,True
+full20k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,7.593275054983276,-0.12242226548890922,False,-0.01612245896565627,0.3075,1.0,0.012195121951219513,24,8,1,True
+full20k,own_ref,C1Q-high monocyte (reference),all,61,21,5.884162898426071,-0.02508706639225139,False,-0.004263489441966642,0.3935,1.0,0.04878048780487805,460,76,27,True
+full20k,own_ref,Cycling T/NK,adult,46,7,0.38234168741607816,0.19070163326061623,True,0.49877279809430713,1.0,1.0,1.0,127,110,9,False
+full20k,own_ref,Cycling T/NK,paediatric,15,4,0.0423622686624161,0.047767130794831664,True,1.1275867016350511,0.647,0.5175,0.975609756097561,309,22,6,False
+full20k,own_ref,Cycling T/NK,all,61,21,-0.17548627095556557,0.08137992902755123,False,-0.46373957680232,0.081,0.6925,0.0,1069,132,38,False
+full20k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4707673300519609,0.27944062553090654,True,0.593585424672658,1.0,0.9935,1.0,262,93,4,False
+full20k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6338625072559028,0.292384950275104,False,-0.46127503508747913,0.004,0.653,0.0,495,24,3,False
+full20k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5116323017084696,0.1904400813230827,False,-0.37222059804894086,0.0,0.7665,0.0,1682,117,25,False
+full20k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,1.1799330703038522,False,-19.29698812152349,0.0,0.5845,0.0,439,533,53,False
+full20k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,1.3973483729616158,False,-7.859592138296641,0.0205,0.5445,0.0,542,177,24,False
+full20k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.9132468159850518,False,-1.465632735902476,0.0,0.795,0.0,1938,710,152,True
+full20k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,2.6018633540372673,True,2.670342712973637,1.0,1.0,1.0,90,1861,10,True
+full20k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,4.688888888888888,False,-34.50365016439957,0.0,0.535,0.0,1000,1160,28,False
+full20k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,2.9968774395003903,True,10.47767294869588,1.0,0.643,1.0,2043,3021,96,False
+full20k,own_ref,Plasmablast (markers),adult,46,7,1.3203105928132737,2.8544513457556944,True,2.161954438064096,1.0,1.0,1.0,480,2193,34,True
+full20k,own_ref,Plasmablast (markers),paediatric,15,4,-1.4141577278635342,4.5344444444444445,False,-3.206463009819239,0.0,0.589,0.0,2100,1324,81,True
+full20k,own_ref,Plasmablast (markers),all,61,21,-0.06533384268401088,3.0849856882643776,False,-47.21880057147419,0.0,0.519,0.0,4652,3517,239,False
+full20k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,10.352104603761475,2.510426531406503,True,0.24250397648554772,1.0,1.0,1.0,12,542,0,True
+full20k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.171093037840988,2.06595635642338,True,0.16974287765282395,1.0,1.0,1.0,1,108,0,True
+full20k,own_ref,MS1 monocyte (IL1R2+),all,61,21,6.332301029656178,2.1175436996616126,True,0.3344035114162265,1.0,0.9595,1.0,2033,650,29,True
+full20k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.027433296524833,0.3506024444546357,True,0.3412410768081056,1.0,1.0,1.0,44,55,1,True
+full20k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,3.956835218868408,0.2949941880240014,True,0.07455306367505621,0.999,0.9985,1.0,22,14,0,True
+full20k,own_ref,Cycling monocyte (Ye 2026),all,61,21,1.6292828025910304,0.3146880471271114,True,0.1931451351641756,1.0,1.0,1.0,280,69,4,True
+full20k,own_ref,ISG-high T,adult,46,7,1.1121305201315614,1.8358565118405856,True,1.6507563443393405,1.0,0.9075,1.0,254,700,22,True
+full20k,own_ref,ISG-high T,paediatric,15,4,-14.279745297220776,-10.529813610396229,True,0.7373950579108448,0.69,0.683,0.9878048780487805,2649,468,222,True
+full20k,own_ref,ISG-high T,all,61,21,-1.8528018264042418,-0.5372372483011381,True,0.28995936891090063,0.5515,0.679,0.9878048780487805,3405,1168,301,True
+full20k,own_ref,DN2 / ABC B,adult,46,7,-0.3693118411367582,0.5235412408578987,False,-1.417612929080247,0.015,0.646,0.0,188,133,6,False
+full20k,own_ref,DN2 / ABC B,paediatric,15,4,-0.36203453397387664,0.5681708023307989,False,-1.5693828875777813,0.0,0.549,0.0,161,50,2,False
+full20k,own_ref,DN2 / ABC B,all,61,21,0.10988847479347807,0.5734506167543603,True,5.218478260182339,1.0,0.5515,1.0,661,183,21,False
+full20k,own_ref,HSPC,adult,46,7,0.024581797454552454,0.14886128364389237,True,6.055752591693568,1.0,0.8085,1.0,51,129,4,False
+full20k,own_ref,HSPC,paediatric,15,4,0.07096784022988341,0.13444444444444445,True,1.894441820533691,0.999,0.8925,1.0,24,34,1,False
+full20k,own_ref,HSPC,all,61,21,0.032880328995773825,0.09242779078844654,True,2.8110360696307652,0.9995,0.9235,1.0,157,163,27,False
+full20k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.2156025393100947,-0.46557453997353804,True,0.38299898603187443,0.585,0.9785,0.9878048780487805,379,231,76,True
+full20k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10138758178094537,0.997141395974422,False,-9.834946040322892,0.1165,0.6085,0.0,34,30,12,False
+full20k,own_ref,Cytotoxic CD4 T,all,61,21,-1.0398789174809497,0.46609043445918097,False,-0.44821606306651524,0.3205,0.982,0.0,682,261,151,True
+full20k,own_ref,Granulocyte-like (LDG),adult,46,7,0.8799711169639811,0.012215320910973092,True,0.013881502103293565,0.867,0.9495,1.0,527,15,1,True
+full20k,own_ref,Granulocyte-like (LDG),paediatric,15,4,0.9250477681559723,0.0044444444444444444,True,0.004804556691493002,0.661,0.9985,0.9878048780487805,124,1,0,True
+full20k,own_ref,Granulocyte-like (LDG),all,61,21,0.5937349957523639,0.0016133229247983355,True,0.0027172441178980517,0.6045,0.895,0.975609756097561,1675,16,5,True
+full108k,own_ref,C1Q-high monocyte (reference),adult,46,7,5.336373777414426,-0.22876576240209462,False,-0.042869141470246855,0.0855,1.0,0.0,94,55,11,True
+full108k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,7.833905687737776,0.8281663066674042,True,0.10571563402450875,0.993,1.0,1.0,25,15,0,True
+full108k,own_ref,C1Q-high monocyte (reference),all,61,21,5.844511355922755,0.1254857329079031,True,0.02147069708072984,0.7445,1.0,0.9878048780487805,483,70,24,True
+full108k,own_ref,Cycling T/NK,adult,46,7,0.3848478184474909,0.054116159676387,True,0.14061703635139788,0.779,1.0,1.0,121,103,14,False
+full108k,own_ref,Cycling T/NK,paediatric,15,4,0.11701646628811302,0.38444013469094573,True,3.2853507449489494,0.9975,0.562,1.0,289,27,4,False
+full108k,own_ref,Cycling T/NK,all,61,21,-0.13136107902743455,0.10671410937661341,False,-0.8123723569165137,0.0215,0.6505,0.0,1005,130,38,False
+full108k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.41621547916086743,0.02946241260033755,True,0.07078644133980014,0.6195,0.991,0.975609756097561,257,93,14,False
+full108k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.7161484234430422,0.49183167345974893,False,-0.6867733801537386,0.001,0.679,0.0,495,21,3,False
+full108k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5145722192628259,0.16709892212190883,False,-0.3247336639379679,0.0105,0.7865,0.0,1637,114,29,False
+full108k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.8717993858839428,False,-14.257675131879889,0.012,0.5845,0.0,439,551,50,False
+full108k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,3.063038809732398,False,-17.228513815238514,0.0,0.5445,0.0,542,170,17,False
+full108k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,1.1774336210219865,False,-1.8896154129600158,0.0,0.795,0.0,1938,721,141,True
+full108k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,2.8645962732919257,True,2.939990592560137,1.0,1.0,1.0,90,2108,20,True
+full108k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,6.503333333333334,False,-47.855418107163686,0.0,0.535,0.0,1000,1632,45,False
+full108k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,3.6080666146239917,True,12.614510512462214,1.0,0.643,1.0,2043,3740,151,False
+full108k,own_ref,Plasmablast (markers),adult,46,7,1.3723316289633107,3.147826086956522,True,2.2937794484372986,1.0,1.0,1.0,437,2632,70,True
+full108k,own_ref,Plasmablast (markers),paediatric,15,4,-1.4356718260381687,6.120000000000001,False,-4.262812635174813,0.0005,0.591,0.0,2087,1917,144,True
+full108k,own_ref,Plasmablast (markers),all,61,21,-0.05531330010151425,3.641425969294822,False,-65.83273756242822,0.0,0.5165,0.0,4586,4549,419,False
+full108k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,11.890475271685261,3.0333723747650936,True,0.2551094304857982,1.0,1.0,1.0,12,401,1,True
+full108k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.869987012334832,1.663331048960913,True,0.11992304300513637,0.9995,1.0,1.0,1,106,0,True
+full108k,own_ref,MS1 monocyte (IL1R2+),all,61,21,7.489493261514049,2.474663954007972,True,0.3304180760431985,1.0,0.9745,1.0,2230,507,23,True
+full108k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.131442050785087,0.3162220230003386,True,0.2794858320679507,1.0,1.0,1.0,49,34,1,True
+full108k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624108740907525,0.24811586524831106,True,0.05365701352421396,1.0,0.9985,1.0,27,12,0,True
+full108k,own_ref,Cycling monocyte (Ye 2026),all,61,21,1.9108988353322218,0.30584347737671547,True,0.1600521554159316,1.0,1.0,1.0,276,46,2,True
+full108k,own_ref,ISG-high T,adult,46,7,0.9235937155945438,2.1630505454397753,True,2.341993572409008,1.0,0.874,1.0,242,817,13,True
+full108k,own_ref,ISG-high T,paediatric,15,4,-14.021430477152823,-8.74670669261048,True,0.6238098678207459,0.715,0.689,0.9878048780487805,2557,756,265,True
+full108k,own_ref,ISG-high T,all,61,21,-1.904168841107465,-0.2646552107838378,True,0.13898726051515173,0.495,0.6835,0.975609756097561,3267,1573,402,True
+full108k,own_ref,DN2 / ABC B,adult,46,7,-0.10425789255486206,-0.37252490001978766,True,3.5731098230645655,0.8125,0.544,1.0,175,141,18,False
+full108k,own_ref,DN2 / ABC B,paediatric,15,4,-0.10720088372748249,0.11662053681274454,False,-1.0878691738139765,0.3235,0.4945,0.012195121951219513,145,58,12,False
+full108k,own_ref,DN2 / ABC B,all,61,21,0.4091733081439828,0.1222461287610479,True,0.298763693349301,0.7275,0.7165,1.0,615,199,49,False
+full108k,own_ref,HSPC,adult,46,7,0.02227337943099786,0.27556935817805384,True,12.372139532384745,1.0,0.78,1.0,53,269,12,False
+full108k,own_ref,HSPC,paediatric,15,4,0.07600725525891265,0.18111111111111114,True,2.3828134629275928,0.987,0.9055,1.0,23,67,7,False
+full108k,own_ref,HSPC,all,61,21,0.032034641418632964,0.16086390840489198,True,5.021561075171749,0.999,0.913,1.0,157,336,65,False
+full108k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.0855088455207202,2.100716131292879,False,-1.935236308724101,0.0745,0.983,0.0,350,229,37,True
+full108k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.09971255128295697,0.5098404732789446,False,-5.113102279693522,0.2605,0.6275,0.012195121951219513,31,18,6,False
+full108k,own_ref,Cytotoxic CD4 T,all,61,21,-0.9304126992541601,1.8802247938234111,False,-2.020850312265344,0.031,0.9785,0.0,641,247,83,True
+full108k,own_ref,Granulocyte-like (LDG),adult,46,7,0.8976536913046845,0.004140786749482404,True,0.004612900041065976,0.64,0.955,1.0,493,16,2,True
+full108k,own_ref,Granulocyte-like (LDG),paediatric,15,4,0.8582034434973422,0.008888888888888889,True,0.010357554442644714,0.8935,0.9975,1.0,130,2,0,True
+full108k,own_ref,Granulocyte-like (LDG),all,61,21,0.5859270693735856,0.0006245120999219395,True,0.0010658529577573623,0.547,0.888,0.573170731707317,1604,18,6,True
+s50k,own_ref,C1Q-high monocyte (reference),adult,46,7,6.135802854755326,-0.3710724679340922,False,-0.06047659560093367,0.116,1.0,0.0,144,82,17,True
+s50k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.367592776660835,0.3731393702076358,True,0.03983300503169874,0.9995,1.0,1.0,40,19,0,True
+s50k,own_ref,C1Q-high monocyte (reference),all,61,21,6.909224055886901,0.14519413743689613,True,0.02101453596850512,0.8285,1.0,1.0,655,101,25,True
+s50k,own_ref,Cycling T/NK,adult,46,7,0.5085124217687798,0.052087243836564934,True,0.10243062235409653,0.9965,1.0,1.0,151,26,1,False
+s50k,own_ref,Cycling T/NK,paediatric,15,4,-0.2427305245578104,0.10743932137670033,False,-0.4426279783823061,0.0,0.5675,0.0,454,15,0,False
+s50k,own_ref,Cycling T/NK,all,61,21,-0.36677933802225593,0.05068253922715447,False,-0.13818264545774137,0.0025,0.7475,0.0,1461,41,4,False
+s50k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4578859685766774,0.07426937853903799,True,0.16220059935424921,0.969,0.9765,1.0,422,51,5,False
+s50k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.4243766050430309,0.2203402667164715,False,-0.1546924218892341,0.0,0.716,0.0,751,19,0,False
+s50k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.9020297727048878,0.05097315244138467,False,-0.056509390248320863,0.158,0.8205,0.0,2465,70,16,False
+s50k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.020871962990722248,False,-0.34134649840869896,0.4435,0.5845,0.06097560975609756,439,222,38,False
+s50k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5805981013902932,False,-3.2656597034034363,0.01,0.5445,0.0,542,85,11,False
+s50k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.12283195561254556,False,-0.19712801841688912,0.1715,0.795,0.0,1938,307,86,True
+s50k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.4374741200828156,True,0.44898815568658335,0.999,1.0,1.0,90,407,16,True
+s50k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.4900000000000002,False,-10.964311580677688,0.0,0.535,0.0,1000,369,9,False
+s50k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.5972937809003382,True,2.088256532641879,1.0,0.643,1.0,2043,776,79,False
+s50k,own_ref,Plasmablast (markers),adult,46,7,1.8788014969809794,0.4894409937888199,True,0.2605070277915448,0.9995,1.0,1.0,991,686,53,True
+s50k,own_ref,Plasmablast (markers),paediatric,15,4,-1.1765433309199747,1.3411111111111111,False,-1.1398739645759208,0.0125,0.5685,0.0,3047,523,59,True
+s50k,own_ref,Plasmablast (markers),all,61,21,0.10163153190395846,0.521311475409836,True,5.129426523871293,0.9865,0.532,1.0,7384,1209,252,False
+s50k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,18.969020203809176,2.1688087178044735,True,0.11433425103152951,1.0,1.0,1.0,56,408,0,True
+s50k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,22.034857269874095,0.9781610066440559,True,0.04439152905162635,1.0,1.0,1.0,7,57,0,True
+s50k,own_ref,MS1 monocyte (IL1R2+),all,61,21,11.400490870888055,0.8785518574632897,True,0.07706263418066786,0.8095,0.986,1.0,3938,465,130,True
+s50k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,2.150314536360198,0.24187342537781542,True,0.11248281183423083,1.0,1.0,1.0,107,34,1,True
+s50k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,7.859989186964567,0.4212743515069262,True,0.053597319472855065,1.0,0.999,1.0,53,16,0,True
+s50k,own_ref,Cycling monocyte (Ye 2026),all,61,21,3.3377871215217807,0.24235745245625467,True,0.07261021857671913,1.0,1.0,1.0,644,50,5,True
+s50k,own_ref,ISG-high T,adult,46,7,1.6992887540353507,1.3168385667586622,True,0.7749351389700704,1.0,0.8925,1.0,542,518,0,True
+s50k,own_ref,ISG-high T,paediatric,15,4,-15.642405854325386,-2.8477968931747872,True,0.18205619517200572,0.55,0.6835,0.9878048780487805,3251,677,157,True
+s50k,own_ref,ISG-high T,all,61,21,-1.6501821280479536,0.5834559278312463,False,-0.3535706258808127,0.334,0.6325,0.012195121951219513,4828,1195,179,True
+s50k,own_ref,DN2 / ABC B,adult,46,7,-0.839803809912544,0.0992922508382943,False,-0.11823267490133732,0.386,0.735,0.036585365853658534,286,87,7,False
+s50k,own_ref,DN2 / ABC B,paediatric,15,4,-1.1778488116101702,-0.03970647886729445,True,0.0337110149247542,0.58,0.6515,0.975609756097561,291,30,9,False
+s50k,own_ref,DN2 / ABC B,all,61,21,-0.13427856315908215,0.1531045078233435,False,-1.1402006710628705,0.2295,0.563,0.0,1070,117,39,False
+s50k,own_ref,HSPC,adult,46,7,0.005110789182514883,0.08302277432712216,True,16.24460946484763,0.9995,0.5555,1.0,69,77,3,False
+s50k,own_ref,HSPC,paediatric,15,4,0.07523677208795859,0.11444444444444445,True,1.5211237971593006,0.994,0.8715,1.0,29,37,3,False
+s50k,own_ref,HSPC,all,61,21,0.028261733357196575,0.016653655997918293,True,0.5892652013744091,0.753,0.869,1.0,191,114,34,False
+s50k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.460390756738755,2.1354136392549323,False,-1.462220730582815,0.047,0.994,0.0,419,180,25,True
+s50k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.25386029128779314,1.1213457430840013,False,-4.417176618665296,0.162,0.6965,0.0,44,26,7,False
+s50k,own_ref,Cytotoxic CD4 T,all,61,21,-1.2151816660409027,1.680780665773829,False,-1.383151764665658,0.0225,0.9935,0.0,771,206,64,True
+s50k,own_ref,Granulocyte-like (LDG),adult,46,7,1.2681724855623218,0.06252587991718428,True,0.04930392405529884,0.9935,0.9615,1.0,1095,76,5,True
+s50k,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.7244023150954175,0.06666666666666667,True,0.038660738322528726,1.0,0.9925,1.0,299,15,0,True
+s50k,own_ref,Granulocyte-like (LDG),all,61,21,0.7012300784341825,0.0518345042935207,True,0.0739193966255198,0.9995,0.853,1.0,3649,91,15,True
+s50k,r16_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.581669557426815,-0.3710724679340922,False,-0.06648055104594171,0.116,1.0,0.0,111,82,17,True
+s50k,r16_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.212833863835083,0.3731393702076358,True,0.04543369272946596,0.9995,1.0,1.0,31,19,0,True
+s50k,r16_depth_ref,C1Q-high monocyte (reference),all,61,21,6.176030214137355,0.14519413743689613,True,0.02350929843324549,0.8285,1.0,1.0,525,101,25,True
+s50k,r16_depth_ref,Cycling T/NK,adult,46,7,0.38751779271589043,0.052087243836564934,True,0.1344125219941909,0.9965,1.0,1.0,123,26,1,False
+s50k,r16_depth_ref,Cycling T/NK,paediatric,15,4,0.12567829298983058,0.10743932137670033,True,0.854875721341902,0.996,0.5575,1.0,297,15,0,False
+s50k,r16_depth_ref,Cycling T/NK,all,61,21,-0.19188602573971947,0.05068253922715447,False,-0.2641283492728227,0.0025,0.6935,0.0,1067,41,4,False
+s50k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.37423166514889994,0.07426937853903799,True,0.19845829590472405,0.969,0.9815,1.0,281,51,5,False
+s50k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6202380667663128,0.2203402667164715,False,-0.3552511181154077,0.0,0.6625,0.0,489,19,0,False
+s50k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.532751318044917,0.05097315244138467,False,-0.09567907335911471,0.158,0.78,0.0,1680,70,16,False
+s50k,r16_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.020871962990722248,False,-0.34134649840869896,0.4435,0.5845,0.06097560975609756,439,222,38,False
+s50k,r16_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5805981013902932,False,-3.2656597034034363,0.01,0.5445,0.0,542,85,11,False
+s50k,r16_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.12283195561254556,False,-0.19712801841688912,0.1715,0.795,0.0,1938,307,86,True
+s50k,r16_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.4374741200828156,True,0.44898815568658335,0.999,1.0,1.0,90,407,16,True
+s50k,r16_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.4900000000000002,False,-10.964311580677688,0.0,0.535,0.0,1000,369,9,False
+s50k,r16_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.5972937809003382,True,2.088256532641879,1.0,0.643,1.0,2043,776,79,False
+s50k,r16_depth_ref,Plasmablast (markers),adult,46,7,1.3852131172828832,0.4894409937888199,True,0.3533326299630095,0.9995,1.0,1.0,490,686,53,True
+s50k,r16_depth_ref,Plasmablast (markers),paediatric,15,4,-1.6724523029824683,1.3411111111111111,False,-0.8018830245379915,0.0125,0.6075,0.0,2239,523,59,True
+s50k,r16_depth_ref,Plasmablast (markers),all,61,21,-0.12208680253644921,0.521311475409836,False,-4.270006786803984,0.0135,0.5345,0.0,4924,1209,252,False
+s50k,r16_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,12.506974019182035,2.1688087178044735,True,0.17340794939512597,1.0,1.0,1.0,13,408,0,True
+s50k,r16_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.832519546695183,0.9781610066440559,True,0.07622517176651925,1.0,1.0,1.0,2,57,0,True
+s50k,r16_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.545041610915863,0.8785518574632897,True,0.11644095589774298,0.8095,0.973,1.0,2324,465,130,True
+s50k,r16_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0160562518389284,0.24187342537781542,True,0.23805121511732866,1.0,1.0,1.0,48,34,1,True
+s50k,r16_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624260834367256,0.4212743515069262,True,0.09110090598178158,1.0,0.9995,1.0,28,16,0,True
+s50k,r16_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.8244792932996554,0.24235745245625467,True,0.13283650482979173,1.0,1.0,1.0,304,50,5,True
+s50k,r16_depth_ref,ISG-high T,adult,46,7,1.1176537865907132,1.3168385667586622,True,1.178216888411877,1.0,0.898,1.0,256,518,0,True
+s50k,r16_depth_ref,ISG-high T,paediatric,15,4,-14.069512831585055,-2.8477968931747872,True,0.20240906186756416,0.55,0.6895,0.9878048780487805,2605,677,157,True
+s50k,r16_depth_ref,ISG-high T,all,61,21,-1.7888520831726646,0.5834559278312463,False,-0.32616219827211373,0.334,0.678,0.012195121951219513,3345,1195,179,True
+s50k,r16_depth_ref,DN2 / ABC B,adult,46,7,-0.19144184759847693,0.0992922508382943,False,-0.5186548922498189,0.386,0.5645,0.036585365853658534,187,87,7,False
+s50k,r16_depth_ref,DN2 / ABC B,paediatric,15,4,-0.41926951767803455,-0.03970647886729445,True,0.09470394863712904,0.58,0.565,0.975609756097561,182,30,9,False
+s50k,r16_depth_ref,DN2 / ABC B,all,61,21,0.14101393196044043,0.1531045078233435,True,1.0857402931385172,0.7705,0.5585,1.0,705,117,39,False
+s50k,r16_depth_ref,HSPC,adult,46,7,0.012619040507374307,0.08302277432712216,True,6.579166956362915,0.9995,0.6615,1.0,58,77,3,False
+s50k,r16_depth_ref,HSPC,paediatric,15,4,0.0771490675005708,0.11444444444444445,True,1.4834196724879107,0.994,0.901,1.0,24,37,3,False
+s50k,r16_depth_ref,HSPC,all,61,21,0.03214802314738634,0.016653655997918293,True,0.5180304842250386,0.753,0.917,1.0,162,114,34,False
+s50k,r16_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.2241528840340807,2.1354136392549323,False,-1.7444011014521956,0.047,0.9835,0.0,370,180,25,True
+s50k,r16_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10892331141818529,1.1213457430840013,False,-10.29481869844059,0.162,0.631,0.0,29,26,7,False
+s50k,r16_depth_ref,Cytotoxic CD4 T,all,61,21,-1.071752063264543,1.680780665773829,False,-1.5682551248412742,0.0225,0.984,0.0,658,206,64,True
+s50k,r16_depth_ref,Granulocyte-like (LDG),adult,46,7,0.9808182387163655,0.06252587991718428,True,0.06374869211140924,0.9935,0.97,1.0,541,76,5,True
+s50k,r16_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.9518630572959759,0.06666666666666667,True,0.07003808599952534,1.0,0.9975,1.0,139,15,0,True
+s50k,r16_depth_ref,Granulocyte-like (LDG),all,61,21,0.6094193964530155,0.0518345042935207,True,0.08505555385209501,0.9995,0.891,1.0,1813,91,15,True
+s50k,r64_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.319546698932954,-0.3710724679340922,False,-0.06975640762934283,0.116,1.0,0.0,107,82,17,True
+s50k,r64_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.175395589408218,0.3731393702076358,True,0.04564175104762677,0.9995,1.0,1.0,27,19,0,True
+s50k,r64_depth_ref,C1Q-high monocyte (reference),all,61,21,5.989878960002738,0.14519413743689613,True,0.02423991175888966,0.8285,1.0,1.0,489,101,25,True
+s50k,r64_depth_ref,Cycling T/NK,adult,46,7,0.3617549114114195,0.052087243836564934,True,0.14398489749134805,0.9965,1.0,1.0,112,26,1,False
+s50k,r64_depth_ref,Cycling T/NK,paediatric,15,4,0.21920831581435274,0.10743932137670033,True,0.4901242955932865,0.996,0.6155,1.0,265,15,0,False
+s50k,r64_depth_ref,Cycling T/NK,all,61,21,-0.12446920712582377,0.05068253922715447,False,-0.40718937958623264,0.0025,0.653,0.0,959,41,4,False
+s50k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.3911480420963208,0.07426937853903799,True,0.18987536826465576,0.969,0.987,1.0,242,51,5,False
+s50k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.5178411303137975,0.2203402667164715,False,-0.4254978096910752,0.0,0.6415,0.0,447,19,0,False
+s50k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.4826707228209044,0.05097315244138467,False,-0.10560647255230006,0.158,0.781,0.0,1549,70,16,False
+s50k,r64_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.020871962990722248,False,-0.34134649840869896,0.4435,0.5845,0.06097560975609756,439,222,38,False
+s50k,r64_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5805981013902932,False,-3.2656597034034363,0.01,0.5445,0.0,542,85,11,False
+s50k,r64_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.12283195561254556,False,-0.19712801841688912,0.1715,0.795,0.0,1938,307,86,True
+s50k,r64_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.4374741200828156,True,0.44898815568658335,0.999,1.0,1.0,90,407,16,True
+s50k,r64_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.4900000000000002,False,-10.964311580677688,0.0,0.535,0.0,1000,369,9,False
+s50k,r64_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.5972937809003382,True,2.088256532641879,1.0,0.643,1.0,2043,776,79,False
+s50k,r64_depth_ref,Plasmablast (markers),adult,46,7,1.2567279940769442,0.4894409937888199,True,0.3894565857493371,0.9995,1.0,1.0,446,686,53,True
+s50k,r64_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4520615850255894,1.3411111111111111,False,-0.9235910686856144,0.0125,0.5935,0.0,2058,523,59,True
+s50k,r64_depth_ref,Plasmablast (markers),all,61,21,-0.08586125387328591,0.521311475409836,False,-6.071556748742428,0.0135,0.5315,0.0,4494,1209,252,False
+s50k,r64_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.873677310189985,2.1688087178044735,True,0.18265686873123987,1.0,1.0,1.0,18,408,0,True
+s50k,r64_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.728658353741388,0.9781610066440559,True,0.07124957016484307,1.0,1.0,1.0,2,57,0,True
+s50k,r64_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.471255650033233,0.8785518574632897,True,0.11759092428585037,0.8095,0.975,1.0,2241,465,130,True
+s50k,r64_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.1052835922570217,0.24187342537781542,True,0.21883381520565484,1.0,1.0,1.0,43,34,1,True
+s50k,r64_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.0891922503956035,0.4212743515069262,True,0.08277823489065064,1.0,0.999,1.0,24,16,0,True
+s50k,r64_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9823742046330242,0.24235745245625467,True,0.12225615723299817,1.0,1.0,1.0,265,50,5,True
+s50k,r64_depth_ref,ISG-high T,adult,46,7,0.9697619230265289,1.3168385667586622,True,1.3578988156690481,1.0,0.893,1.0,208,518,0,True
+s50k,r64_depth_ref,ISG-high T,paediatric,15,4,-13.514785589705683,-2.8477968931747872,True,0.21071713452442606,0.55,0.6815,0.9878048780487805,2446,677,157,True
+s50k,r64_depth_ref,ISG-high T,all,61,21,-1.8144593484112472,0.5834559278312463,False,-0.32155910703765517,0.334,0.6825,0.012195121951219513,3071,1195,179,True
+s50k,r64_depth_ref,DN2 / ABC B,adult,46,7,-0.15845288533297497,0.0992922508382943,False,-0.6266358017377863,0.386,0.5565,0.036585365853658534,175,87,7,False
+s50k,r64_depth_ref,DN2 / ABC B,paediatric,15,4,-0.12841365948629369,-0.03970647886729445,True,0.30920759540796783,0.58,0.5005,0.975609756097561,144,30,9,False
+s50k,r64_depth_ref,DN2 / ABC B,all,61,21,0.43601315126472606,0.1531045078233435,True,0.3511465362437792,0.7705,0.7405,1.0,590,117,39,False
+s50k,r64_depth_ref,HSPC,adult,46,7,0.004057488247506527,0.08302277432712216,True,20.4616179426133,0.9995,0.5495,1.0,60,77,3,False
+s50k,r64_depth_ref,HSPC,paediatric,15,4,0.07658407368477865,0.11444444444444445,True,1.494363500634606,0.994,0.9265,1.0,22,37,3,False
+s50k,r64_depth_ref,HSPC,all,61,21,0.02509789742134913,0.016653655997918293,True,0.6635478549590422,0.753,0.857,1.0,162,114,34,False
+s50k,r64_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0641983282231613,2.1354136392549323,False,-2.0065936796013633,0.047,0.9865,0.0,336,180,25,True
+s50k,r64_depth_ref,Cytotoxic CD4 T,paediatric,15,4,0.01618078703537562,1.1213457430840013,True,69.30106308379395,0.838,0.5405,1.0,22,26,7,False
+s50k,r64_depth_ref,Cytotoxic CD4 T,all,61,21,-0.967240287246913,1.680780665773829,False,-1.7377074631143505,0.0225,0.971,0.0,600,206,64,True
+s50k,r64_depth_ref,Granulocyte-like (LDG),adult,46,7,0.916391055791582,0.06252587991718428,True,0.06823056545785924,0.9935,0.9645,1.0,447,76,5,True
+s50k,r64_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8034652420645418,0.06666666666666667,True,0.08297392740395779,1.0,0.9965,1.0,120,15,0,True
+s50k,r64_depth_ref,Granulocyte-like (LDG),all,61,21,0.6084704541731312,0.0518345042935207,True,0.08518820254626852,0.9995,0.9095,1.0,1471,91,15,True
+s50k,full108k_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.336373777414426,-0.3710724679340922,False,-0.06953644617335704,0.116,1.0,0.0,94,82,17,True
+s50k,full108k_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,7.833905687737776,0.3731393702076358,True,0.04763133296226707,0.9995,1.0,1.0,25,19,0,True
+s50k,full108k_depth_ref,C1Q-high monocyte (reference),all,61,21,5.844511355922755,0.14519413743689613,True,0.024842818944950495,0.8285,1.0,1.0,483,101,25,True
+s50k,full108k_depth_ref,Cycling T/NK,adult,46,7,0.3848478184474909,0.052087243836564934,True,0.13534504118196472,0.9965,1.0,1.0,121,26,1,False
+s50k,full108k_depth_ref,Cycling T/NK,paediatric,15,4,0.11701646628811302,0.10743932137670033,True,0.9181555791658222,0.996,0.562,1.0,289,15,0,False
+s50k,full108k_depth_ref,Cycling T/NK,all,61,21,-0.13136107902743455,0.05068253922715447,False,-0.38582614882882854,0.0025,0.6505,0.0,1005,41,4,False
+s50k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.41621547916086743,0.07426937853903799,True,0.17843973195992754,0.969,0.991,1.0,257,51,5,False
+s50k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.7161484234430422,0.2203402667164715,False,-0.30767402329413346,0.0,0.679,0.0,495,19,0,False
+s50k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5145722192628259,0.05097315244138467,False,-0.09905927784910076,0.158,0.7865,0.0,1637,70,16,False
+s50k,full108k_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.020871962990722248,False,-0.34134649840869896,0.4435,0.5845,0.06097560975609756,439,222,38,False
+s50k,full108k_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5805981013902932,False,-3.2656597034034363,0.01,0.5445,0.0,542,85,11,False
+s50k,full108k_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.12283195561254556,False,-0.19712801841688912,0.1715,0.795,0.0,1938,307,86,True
+s50k,full108k_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.4374741200828156,True,0.44898815568658335,0.999,1.0,1.0,90,407,16,True
+s50k,full108k_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.4900000000000002,False,-10.964311580677688,0.0,0.535,0.0,1000,369,9,False
+s50k,full108k_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.5972937809003382,True,2.088256532641879,1.0,0.643,1.0,2043,776,79,False
+s50k,full108k_depth_ref,Plasmablast (markers),adult,46,7,1.3723316289633107,0.4894409937888199,True,0.3566492117933289,0.9995,1.0,1.0,437,686,53,True
+s50k,full108k_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4356718260381687,1.3411111111111111,False,-0.9341348675846038,0.0125,0.591,0.0,2087,523,59,True
+s50k,full108k_depth_ref,Plasmablast (markers),all,61,21,-0.05531330010151425,0.521311475409836,False,-9.424703903999477,0.0135,0.5165,0.0,4586,1209,252,False
+s50k,full108k_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.890475271685261,2.1688087178044735,True,0.18239882496278753,1.0,1.0,1.0,12,408,0,True
+s50k,full108k_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.869987012334832,0.9781610066440559,True,0.07052357048165651,1.0,1.0,1.0,1,57,0,True
+s50k,full108k_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.489493261514049,0.8785518574632897,True,0.1173045794670606,0.8095,0.9745,1.0,2230,465,130,True
+s50k,full108k_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.131442050785087,0.24187342537781542,True,0.21377447056169058,1.0,1.0,1.0,49,34,1,True
+s50k,full108k_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624108740907525,0.4212743515069262,True,0.0911039024190956,1.0,0.9985,1.0,27,16,0,True
+s50k,full108k_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9108988353322218,0.24235745245625467,True,0.1268290335286741,1.0,1.0,1.0,276,50,5,True
+s50k,full108k_depth_ref,ISG-high T,adult,46,7,0.9235937155945438,1.3168385667586622,True,1.4257768805962212,1.0,0.874,1.0,242,518,0,True
+s50k,full108k_depth_ref,ISG-high T,paediatric,15,4,-14.021430477152823,-2.8477968931747872,True,0.2031031639614176,0.55,0.689,0.9878048780487805,2557,677,157,True
+s50k,full108k_depth_ref,ISG-high T,all,61,21,-1.904168841107465,0.5834559278312463,False,-0.3064097653713881,0.334,0.6835,0.012195121951219513,3267,1195,179,True
+s50k,full108k_depth_ref,DN2 / ABC B,adult,46,7,-0.10425789255486206,0.0992922508382943,False,-0.9523715510175427,0.386,0.544,0.036585365853658534,175,87,7,False
+s50k,full108k_depth_ref,DN2 / ABC B,paediatric,15,4,-0.10720088372748249,-0.03970647886729445,True,0.3703932046701507,0.58,0.4945,0.975609756097561,145,30,9,False
+s50k,full108k_depth_ref,DN2 / ABC B,all,61,21,0.4091733081439828,0.1531045078233435,True,0.3741800962477934,0.7705,0.7165,1.0,615,117,39,False
+s50k,full108k_depth_ref,HSPC,adult,46,7,0.02227337943099786,0.08302277432712216,True,3.7274439913495736,0.9995,0.78,1.0,53,77,3,False
+s50k,full108k_depth_ref,HSPC,paediatric,15,4,0.07600725525891265,0.11444444444444445,True,1.5057042127701965,0.994,0.9055,1.0,23,37,3,False
+s50k,full108k_depth_ref,HSPC,all,61,21,0.032034641418632964,0.016653655997918293,True,0.5198639741361889,0.753,0.913,1.0,157,114,34,False
+s50k,full108k_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0855088455207202,2.1354136392549323,False,-1.9672005880620633,0.047,0.983,0.0,350,180,25,True
+s50k,full108k_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.09971255128295697,1.1213457430840013,False,-11.245783290630369,0.162,0.6275,0.0,31,26,7,False
+s50k,full108k_depth_ref,Cytotoxic CD4 T,all,61,21,-0.9304126992541601,1.680780665773829,False,-1.8064893859694529,0.0225,0.9785,0.0,641,206,64,True
+s50k,full108k_depth_ref,Granulocyte-like (LDG),adult,46,7,0.8976536913046845,0.06252587991718428,True,0.0696547906200962,0.9935,0.955,1.0,493,76,5,True
+s50k,full108k_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8582034434973422,0.06666666666666667,True,0.07768165831983535,1.0,0.9975,1.0,130,15,0,True
+s50k,full108k_depth_ref,Granulocyte-like (LDG),all,61,21,0.5859270693735856,0.0518345042935207,True,0.08846579549386059,0.9995,0.888,1.0,1604,91,15,True
+s100k,own_ref,C1Q-high monocyte (reference),adult,46,7,6.135802854755326,0.14708495103606872,True,0.023971590110995172,0.8055,1.0,1.0,144,85,4,True
+s100k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.367592776660835,-0.19358876765884142,False,-0.02066579667523164,0.2455,1.0,0.0,40,15,2,True
+s100k,own_ref,C1Q-high monocyte (reference),all,61,21,6.909224055886901,0.1637439643562853,True,0.023699327599134623,0.9275,1.0,1.0,655,100,14,True
+s100k,own_ref,Cycling T/NK,adult,46,7,0.5085124217687798,0.11698409663977032,True,0.23005160077085177,1.0,1.0,1.0,151,50,1,False
+s100k,own_ref,Cycling T/NK,paediatric,15,4,-0.2427305245578104,0.2130203251113063,False,-0.8776000690451764,0.0255,0.5675,0.0,454,31,2,False
+s100k,own_ref,Cycling T/NK,all,61,21,-0.36677933802225593,0.12971964257896018,False,-0.35367216506369525,0.0,0.7475,0.0,1461,81,7,False
+s100k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4578859685766774,0.12663873127129455,True,0.2765726402688133,0.9895,0.9765,1.0,422,63,5,False
+s100k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.4243766050430309,0.30079296775237274,False,-0.21117516721870455,0.0565,0.716,0.0,751,35,3,False
+s100k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.9020297727048878,0.14764367748034476,False,-0.16367938392721826,0.0035,0.8205,0.0,2465,98,15,False
+s100k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.2755704583526968,False,-4.5067639812022415,0.1045,0.5845,0.0,439,249,30,False
+s100k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5790255230120388,False,-3.256814504240691,0.065,0.5445,0.0,542,107,16,False
+s100k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.18843873426920388,False,-0.30241767375786127,0.1425,0.795,0.0,1938,356,88,True
+s100k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.5252587991718427,True,0.5390832706942084,0.9995,1.0,1.0,90,553,29,True
+s100k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.8911111111111105,False,-13.915927151613285,0.0,0.535,0.0,1000,508,22,False
+s100k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7595628415300545,True,2.6555810833761626,1.0,0.643,1.0,2043,1061,126,False
+s100k,own_ref,Plasmablast (markers),adult,46,7,1.8788014969809794,0.5749482401656316,True,0.30601861936426394,0.9985,1.0,1.0,991,791,60,True
+s100k,own_ref,Plasmablast (markers),paediatric,15,4,-1.1765433309199747,1.793333333333333,False,-1.5242390876765004,0.0095,0.5685,0.0,3047,651,66,True
+s100k,own_ref,Plasmablast (markers),all,61,21,0.10163153190395846,0.7124642206609421,True,7.010267456503745,0.9945,0.532,1.0,7384,1442,272,False
+s100k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,18.969020203809176,1.3974988574154537,True,0.07367269592210257,1.0,1.0,1.0,56,291,2,True
+s100k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,22.034857269874095,0.7832840903353834,True,0.035547500069641205,1.0,1.0,1.0,7,35,0,True
+s100k,own_ref,MS1 monocyte (IL1R2+),all,61,21,11.400490870888055,0.4108672697432534,True,0.03603943675727433,0.722,0.986,1.0,3938,326,122,True
+s100k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,2.150314536360198,0.1308195862271315,True,0.06083741890550006,1.0,1.0,1.0,107,18,0,True
+s100k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,7.859989186964567,0.034904013961605584,True,0.004440720353596961,0.652,0.999,0.9878048780487805,53,2,0,True
+s100k,own_ref,Cycling monocyte (Ye 2026),all,61,21,3.3377871215217807,0.09981649263147228,True,0.029904990641213644,1.0,1.0,1.0,644,20,1,True
+s100k,own_ref,ISG-high T,adult,46,7,1.6992887540353507,0.9498291227018412,True,0.5589568697175534,1.0,0.8925,1.0,542,372,4,True
+s100k,own_ref,ISG-high T,paediatric,15,4,-15.642405854325386,-2.0305347605287114,True,0.12980962004429994,0.553,0.6835,0.9878048780487805,3251,565,112,True
+s100k,own_ref,ISG-high T,all,61,21,-1.6501821280479536,0.46511295403090847,False,-0.28185552741448217,0.339,0.6325,0.012195121951219513,4828,937,141,True
+s100k,own_ref,DN2 / ABC B,adult,46,7,-0.839803809912544,-0.2276509671579945,True,0.2710763686362673,0.715,0.735,0.9878048780487805,286,94,8,False
+s100k,own_ref,DN2 / ABC B,paediatric,15,4,-1.1778488116101702,0.25597586341891454,False,-0.21732488999923893,0.165,0.6515,0.0,291,40,8,False
+s100k,own_ref,DN2 / ABC B,all,61,21,-0.13427856315908215,-0.10643635676453389,True,0.7926533786218496,0.7015,0.563,1.0,1070,134,42,False
+s100k,own_ref,HSPC,adult,46,7,0.005110789182514883,0.2128364389233954,True,41.64453498719043,1.0,0.5555,1.0,69,206,9,False
+s100k,own_ref,HSPC,paediatric,15,4,0.07523677208795859,0.10666666666666669,True,1.41774645172129,0.814,0.8715,1.0,29,114,24,False
+s100k,own_ref,HSPC,all,61,21,0.028261733357196575,0.0989331251626332,True,3.500603586914843,0.988,0.869,1.0,191,320,79,False
+s100k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.460390756738755,1.2059133882971285,False,-0.8257470699075719,0.109,0.994,0.0,419,200,30,True
+s100k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.25386029128779314,0.7163565809460187,False,-2.8218536160659666,0.1145,0.6965,0.0,44,33,7,False
+s100k,own_ref,Cytotoxic CD4 T,all,61,21,-1.2151816660409027,0.758143285631371,False,-0.6238929592325269,0.0875,0.9935,0.0,771,233,73,True
+s100k,own_ref,Granulocyte-like (LDG),adult,46,7,1.2681724855623218,0.02732919254658386,True,0.0215500595208591,0.897,0.9615,1.0,1095,32,2,True
+s100k,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.7244023150954175,0.017777777777777778,True,0.010309530219340994,0.9645,0.9925,1.0,299,4,0,True
+s100k,own_ref,Granulocyte-like (LDG),all,61,21,0.7012300784341825,0.013947436898256574,True,0.019889958128151915,0.868,0.853,1.0,3649,36,8,True
+s100k,r16_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.581669557426815,0.14708495103606872,True,0.026351425773738533,0.8055,1.0,1.0,111,85,4,True
+s100k,r16_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.212833863835083,-0.19358876765884142,False,-0.023571494427922442,0.2455,1.0,0.0,31,15,2,True
+s100k,r16_depth_ref,C1Q-high monocyte (reference),all,61,21,6.176030214137355,0.1637439643562853,True,0.026512817890926795,0.9275,1.0,1.0,525,100,14,True
+s100k,r16_depth_ref,Cycling T/NK,adult,46,7,0.38751779271589043,0.11698409663977032,True,0.30188058158541764,1.0,1.0,1.0,123,50,1,False
+s100k,r16_depth_ref,Cycling T/NK,paediatric,15,4,0.12567829298983058,0.2130203251113063,True,1.6949651371262906,0.9745,0.5575,1.0,297,31,2,False
+s100k,r16_depth_ref,Cycling T/NK,all,61,21,-0.19188602573971947,0.12971964257896018,False,-0.6760244373132006,0.0,0.6935,0.0,1067,81,7,False
+s100k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.37423166514889994,0.12663873127129455,True,0.33839662183825975,0.9895,0.9815,1.0,281,63,5,False
+s100k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6202380667663128,0.30079296775237274,False,-0.4849637322658923,0.0565,0.6625,0.0,489,35,3,False
+s100k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.532751318044917,0.14764367748034476,False,-0.2771343260532238,0.0035,0.78,0.0,1680,98,15,False
+s100k,r16_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.2755704583526968,False,-4.5067639812022415,0.1045,0.5845,0.0,439,249,30,False
+s100k,r16_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5790255230120388,False,-3.256814504240691,0.065,0.5445,0.0,542,107,16,False
+s100k,r16_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.18843873426920388,False,-0.30241767375786127,0.1425,0.795,0.0,1938,356,88,True
+s100k,r16_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.5252587991718427,True,0.5390832706942084,0.9995,1.0,1.0,90,553,29,True
+s100k,r16_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.8911111111111105,False,-13.915927151613285,0.0,0.535,0.0,1000,508,22,False
+s100k,r16_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7595628415300545,True,2.6555810833761626,1.0,0.643,1.0,2043,1061,126,False
+s100k,r16_depth_ref,Plasmablast (markers),adult,46,7,1.3852131172828832,0.5749482401656316,True,0.41506121548531205,0.9985,1.0,1.0,490,791,60,True
+s100k,r16_depth_ref,Plasmablast (markers),paediatric,15,4,-1.6724523029824683,1.793333333333333,False,-1.072277714668035,0.0095,0.6075,0.0,2239,651,66,True
+s100k,r16_depth_ref,Plasmablast (markers),all,61,21,-0.12208680253644921,0.7124642206609421,False,-5.835718569566393,0.0055,0.5345,0.0,4924,1442,272,False
+s100k,r16_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,12.506974019182035,1.3974988574154537,True,0.11173756779794215,1.0,1.0,1.0,13,291,2,True
+s100k,r16_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.832519546695183,0.7832840903353834,True,0.06103899452365191,1.0,1.0,1.0,2,35,0,True
+s100k,r16_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.545041610915863,0.4108672697432534,True,0.05445526889458464,0.722,0.973,1.0,2324,326,122,True
+s100k,r16_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0160562518389284,0.1308195862271315,True,0.12875230676487173,1.0,1.0,1.0,48,18,0,True
+s100k,r16_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624260834367256,0.034904013961605584,True,0.007548020151069517,0.652,0.9995,0.9878048780487805,28,2,0,True
+s100k,r16_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.8244792932996554,0.09981649263147228,True,0.05470957823311304,1.0,1.0,1.0,304,20,1,True
+s100k,r16_depth_ref,ISG-high T,adult,46,7,1.1176537865907132,0.9498291227018412,True,0.8498419940929974,1.0,0.898,1.0,256,372,4,True
+s100k,r16_depth_ref,ISG-high T,paediatric,15,4,-14.069512831585055,-2.0305347605287114,True,0.1443216111911356,0.553,0.6895,0.9878048780487805,2605,565,112,True
+s100k,r16_depth_ref,ISG-high T,all,61,21,-1.7888520831726646,0.46511295403090847,False,-0.26000637973710794,0.339,0.678,0.012195121951219513,3345,937,141,True
+s100k,r16_depth_ref,DN2 / ABC B,adult,46,7,-0.19144184759847693,-0.2276509671579945,True,1.1891389997210078,0.715,0.5645,0.9878048780487805,187,94,8,False
+s100k,r16_depth_ref,DN2 / ABC B,paediatric,15,4,-0.41926951767803455,0.25597586341891454,False,-0.6105281987503883,0.165,0.565,0.0,182,40,8,False
+s100k,r16_depth_ref,DN2 / ABC B,all,61,21,0.14101393196044043,-0.10643635676453389,False,-0.7547931986918369,0.2985,0.5585,0.0,705,134,42,False
+s100k,r16_depth_ref,HSPC,adult,46,7,0.012619040507374307,0.2128364389233954,True,16.86629334449146,1.0,0.6615,1.0,58,206,9,False
+s100k,r16_depth_ref,HSPC,paediatric,15,4,0.0771490675005708,0.10666666666666669,True,1.3826047432897035,0.814,0.901,1.0,24,114,24,False
+s100k,r16_depth_ref,HSPC,all,61,21,0.03214802314738634,0.0989331251626332,True,3.077424845349365,0.988,0.917,1.0,162,320,79,False
+s100k,r16_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.2241528840340807,1.2059133882971285,False,-0.9851003122446228,0.109,0.9835,0.0,370,200,30,True
+s100k,r16_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10892331141818529,0.7163565809460187,False,-6.576705864144518,0.1145,0.631,0.0,29,33,7,False
+s100k,r16_depth_ref,Cytotoxic CD4 T,all,61,21,-1.071752063264543,0.758143285631371,False,-0.7073868216517133,0.0875,0.984,0.0,658,233,73,True
+s100k,r16_depth_ref,Granulocyte-like (LDG),adult,46,7,0.9808182387163655,0.02732919254658386,True,0.02786366675068219,0.897,0.97,1.0,541,32,2,True
+s100k,r16_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.9518630572959759,0.017777777777777778,True,0.018676822933206754,0.9645,0.9975,1.0,139,4,0,True
+s100k,r16_depth_ref,Granulocyte-like (LDG),all,61,21,0.6094193964530155,0.013947436898256574,True,0.022886434169037614,0.868,0.891,1.0,1813,36,8,True
+s100k,r64_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.319546698932954,0.14708495103606872,True,0.0276499031516299,0.8055,1.0,1.0,107,85,4,True
+s100k,r64_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.175395589408218,-0.19358876765884142,False,-0.023679437348530126,0.2455,1.0,0.0,27,15,2,True
+s100k,r64_depth_ref,C1Q-high monocyte (reference),all,61,21,5.989878960002738,0.1637439643562853,True,0.027336773489027306,0.9275,1.0,1.0,489,100,14,True
+s100k,r64_depth_ref,Cycling T/NK,adult,46,7,0.3617549114114195,0.11698409663977032,True,0.32337942886067883,1.0,1.0,1.0,112,50,1,False
+s100k,r64_depth_ref,Cycling T/NK,paediatric,15,4,0.21920831581435274,0.2130203251113063,True,0.9717711863253992,0.9745,0.6155,1.0,265,31,2,False
+s100k,r64_depth_ref,Cycling T/NK,all,61,21,-0.12446920712582377,0.12971964257896018,False,-1.0421826054361287,0.0,0.653,0.0,959,81,7,False
+s100k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.3911480420963208,0.12663873127129455,True,0.3237616391803632,0.9895,0.987,1.0,242,63,5,False
+s100k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.5178411303137975,0.30079296775237274,False,-0.5808595535277402,0.0565,0.6415,0.0,447,35,3,False
+s100k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.4826707228209044,0.14764367748034476,False,-0.3058890264100981,0.0035,0.781,0.0,1549,98,15,False
+s100k,r64_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.2755704583526968,False,-4.5067639812022415,0.1045,0.5845,0.0,439,249,30,False
+s100k,r64_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5790255230120388,False,-3.256814504240691,0.065,0.5445,0.0,542,107,16,False
+s100k,r64_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.18843873426920388,False,-0.30241767375786127,0.1425,0.795,0.0,1938,356,88,True
+s100k,r64_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.5252587991718427,True,0.5390832706942084,0.9995,1.0,1.0,90,553,29,True
+s100k,r64_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.8911111111111105,False,-13.915927151613285,0.0,0.535,0.0,1000,508,22,False
+s100k,r64_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7595628415300545,True,2.6555810833761626,1.0,0.643,1.0,2043,1061,126,False
+s100k,r64_depth_ref,Plasmablast (markers),adult,46,7,1.2567279940769442,0.5749482401656316,True,0.4574961669314338,0.9985,1.0,1.0,446,791,60,True
+s100k,r64_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4520615850255894,1.793333333333333,False,-1.23502567096817,0.0095,0.5935,0.0,2058,651,66,True
+s100k,r64_depth_ref,Plasmablast (markers),all,61,21,-0.08586125387328591,0.7124642206609421,False,-8.297854835807513,0.0055,0.5315,0.0,4494,1442,272,False
+s100k,r64_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.873677310189985,1.3974988574154537,True,0.11769722394393528,1.0,1.0,1.0,18,291,2,True
+s100k,r64_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.728658353741388,0.7832840903353834,True,0.05705467134171343,1.0,1.0,1.0,2,35,0,True
+s100k,r64_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.471255650033233,0.4108672697432534,True,0.05499306796460991,0.722,0.975,1.0,2241,326,122,True
+s100k,r64_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.1052835922570217,0.1308195862271315,True,0.11835838977759006,1.0,1.0,1.0,43,18,0,True
+s100k,r64_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.0891922503956035,0.034904013961605584,True,0.006858458522350448,0.652,0.999,0.9878048780487805,24,2,0,True
+s100k,r64_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9823742046330242,0.09981649263147228,True,0.05035199328067843,1.0,1.0,1.0,265,20,1,True
+s100k,r64_depth_ref,ISG-high T,adult,46,7,0.9697619230265289,0.9498291227018412,True,0.9794456764579089,1.0,0.893,1.0,208,372,4,True
+s100k,r64_depth_ref,ISG-high T,paediatric,15,4,-13.514785589705683,-2.0305347605287114,True,0.1502454291302546,0.553,0.6815,0.9878048780487805,2446,565,112,True
+s100k,r64_depth_ref,ISG-high T,all,61,21,-1.8144593484112472,0.46511295403090847,False,-0.256336938294134,0.339,0.6825,0.012195121951219513,3071,937,141,True
+s100k,r64_depth_ref,DN2 / ABC B,adult,46,7,-0.15845288533297497,-0.2276509671579945,True,1.4367107716568603,0.715,0.5565,0.9878048780487805,175,94,8,False
+s100k,r64_depth_ref,DN2 / ABC B,paediatric,15,4,-0.12841365948629369,0.25597586341891454,False,-1.9933694315925659,0.165,0.5005,0.0,144,40,8,False
+s100k,r64_depth_ref,DN2 / ABC B,all,61,21,0.43601315126472606,-0.10643635676453389,False,-0.24411272104017545,0.2985,0.7405,0.0,590,134,42,False
+s100k,r64_depth_ref,HSPC,adult,46,7,0.004057488247506527,0.2128364389233954,True,52.455220062360276,1.0,0.5495,1.0,60,206,9,False
+s100k,r64_depth_ref,HSPC,paediatric,15,4,0.07658407368477865,0.10666666666666669,True,1.3928048161254585,0.814,0.9265,1.0,22,114,24,False
+s100k,r64_depth_ref,HSPC,all,61,21,0.02509789742134913,0.0989331251626332,True,3.941888975866054,0.988,0.857,1.0,162,320,79,False
+s100k,r64_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0641983282231613,1.2059133882971285,False,-1.1331660239596333,0.109,0.9865,0.0,336,200,30,True
+s100k,r64_depth_ref,Cytotoxic CD4 T,paediatric,15,4,0.01618078703537562,0.7163565809460187,True,44.272048039435134,0.8855,0.5405,1.0,22,33,7,False
+s100k,r64_depth_ref,Cytotoxic CD4 T,all,61,21,-0.967240287246913,0.758143285631371,False,-0.7838210376754452,0.0875,0.971,0.0,600,233,73,True
+s100k,r64_depth_ref,Granulocyte-like (LDG),adult,46,7,0.916391055791582,0.02732919254658386,True,0.029822631259726562,0.897,0.9645,1.0,447,32,2,True
+s100k,r64_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8034652420645418,0.017777777777777778,True,0.02212638064105541,0.9645,0.9965,1.0,120,4,0,True
+s100k,r64_depth_ref,Granulocyte-like (LDG),all,61,21,0.6084704541731312,0.013947436898256574,True,0.022922126789558198,0.868,0.9095,1.0,1471,36,8,True
+s100k,full108k_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.336373777414426,0.14708495103606872,True,0.027562715276540122,0.8055,1.0,1.0,94,85,4,True
+s100k,full108k_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,7.833905687737776,-0.19358876765884142,False,-0.0247116541065667,0.2455,1.0,0.0,25,15,2,True
+s100k,full108k_depth_ref,C1Q-high monocyte (reference),all,61,21,5.844511355922755,0.1637439643562853,True,0.02801670736602286,0.9275,1.0,1.0,483,100,14,True
+s100k,full108k_depth_ref,Cycling T/NK,adult,46,7,0.3848478184474909,0.11698409663977032,True,0.3039749507004982,1.0,1.0,1.0,121,50,1,False
+s100k,full108k_depth_ref,Cycling T/NK,paediatric,15,4,0.11701646628811302,0.2130203251113063,True,1.8204303365888406,0.9745,0.562,1.0,289,31,2,False
+s100k,full108k_depth_ref,Cycling T/NK,all,61,21,-0.13136107902743455,0.12971964257896018,False,-0.9875043927727516,0.0,0.6505,0.0,1005,81,7,False
+s100k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.41621547916086743,0.12663873127129455,True,0.3042624256229275,0.9895,0.991,1.0,257,63,5,False
+s100k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.7161484234430422,0.30079296775237274,False,-0.4200148431609245,0.0565,0.679,0.0,495,35,3,False
+s100k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5145722192628259,0.14764367748034476,False,-0.2869250844747478,0.0035,0.7865,0.0,1637,98,15,False
+s100k,full108k_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.2755704583526968,False,-4.5067639812022415,0.1045,0.5845,0.0,439,249,30,False
+s100k,full108k_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.5790255230120388,False,-3.256814504240691,0.065,0.5445,0.0,542,107,16,False
+s100k,full108k_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.18843873426920388,False,-0.30241767375786127,0.1425,0.795,0.0,1938,356,88,True
+s100k,full108k_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.5252587991718427,True,0.5390832706942084,0.9995,1.0,1.0,90,553,29,True
+s100k,full108k_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.8911111111111105,False,-13.915927151613285,0.0,0.535,0.0,1000,508,22,False
+s100k,full108k_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7595628415300545,True,2.6555810833761626,1.0,0.643,1.0,2043,1061,126,False
+s100k,full108k_depth_ref,Plasmablast (markers),adult,46,7,1.3723316289633107,0.5749482401656316,True,0.4189572170685595,0.9985,1.0,1.0,437,791,60,True
+s100k,full108k_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4356718260381687,1.793333333333333,False,-1.2491248353616822,0.0095,0.591,0.0,2087,651,66,True
+s100k,full108k_depth_ref,Plasmablast (markers),all,61,21,-0.05531330010151425,0.7124642206609421,False,-12.880522755890272,0.0055,0.5165,0.0,4586,1442,272,False
+s100k,full108k_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.890475271685261,1.3974988574154537,True,0.1175309502340341,1.0,1.0,1.0,12,291,2,True
+s100k,full108k_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.869987012334832,0.7832840903353834,True,0.05647331101599407,1.0,1.0,1.0,1,35,0,True
+s100k,full108k_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.489493261514049,0.4108672697432534,True,0.05485915473808624,0.722,0.9745,1.0,2230,326,122,True
+s100k,full108k_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.131442050785087,0.1308195862271315,True,0.11562199419436299,1.0,1.0,1.0,49,18,0,True
+s100k,full108k_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624108740907525,0.034904013961605584,True,0.007548268416100297,0.652,0.9985,0.9878048780487805,27,2,0,True
+s100k,full108k_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9108988353322218,0.09981649263147228,True,0.052235362116445354,1.0,1.0,1.0,276,20,1,True
+s100k,full108k_depth_ref,ISG-high T,adult,46,7,0.9235937155945438,0.9498291227018412,True,1.0284057878094253,1.0,0.874,1.0,242,372,4,True
+s100k,full108k_depth_ref,ISG-high T,paediatric,15,4,-14.021430477152823,-2.0305347605287114,True,0.14481651952968422,0.553,0.689,0.9878048780487805,2557,565,112,True
+s100k,full108k_depth_ref,ISG-high T,all,61,21,-1.904168841107465,0.46511295403090847,False,-0.24426035338357846,0.339,0.6835,0.012195121951219513,3267,937,141,True
+s100k,full108k_depth_ref,DN2 / ABC B,adult,46,7,-0.10425789255486206,-0.2276509671579945,True,2.1835370117250466,0.715,0.544,0.9878048780487805,175,94,8,False
+s100k,full108k_depth_ref,DN2 / ABC B,paediatric,15,4,-0.10720088372748249,0.25597586341891454,False,-2.3878148623255373,0.165,0.4945,0.0,145,40,8,False
+s100k,full108k_depth_ref,DN2 / ABC B,all,61,21,0.4091733081439828,-0.10643635676453389,False,-0.2601253665526988,0.2985,0.7165,0.0,615,134,42,False
+s100k,full108k_depth_ref,HSPC,adult,46,7,0.02227337943099786,0.2128364389233954,True,9.555641952886187,1.0,0.78,1.0,53,206,9,False
+s100k,full108k_depth_ref,HSPC,paediatric,15,4,0.07600725525891265,0.10666666666666669,True,1.4033748002518338,0.814,0.9055,1.0,23,114,24,False
+s100k,full108k_depth_ref,HSPC,all,61,21,0.032034641418632964,0.0989331251626332,True,3.088316921352792,0.988,0.913,1.0,157,320,79,False
+s100k,full108k_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0855088455207202,1.2059133882971285,False,-1.1109199093800566,0.109,0.983,0.0,350,200,30,True
+s100k,full108k_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.09971255128295697,0.7163565809460187,False,-7.184216748332861,0.1145,0.6275,0.0,31,33,7,False
+s100k,full108k_depth_ref,Cytotoxic CD4 T,all,61,21,-0.9304126992541601,0.758143285631371,False,-0.8148462356963913,0.0875,0.9785,0.0,641,233,73,True
+s100k,full108k_depth_ref,Granulocyte-like (LDG),adult,46,7,0.8976536913046845,0.02732919254658386,True,0.030445140271035433,0.897,0.955,1.0,493,32,2,True
+s100k,full108k_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8582034434973422,0.017777777777777778,True,0.020715108885289428,0.9645,0.9975,1.0,130,4,0,True
+s100k,full108k_depth_ref,Granulocyte-like (LDG),all,61,21,0.5859270693735856,0.013947436898256574,True,0.0238040493899143,0.868,0.888,1.0,1604,36,8,True
+s150k,own_ref,C1Q-high monocyte (reference),adult,46,7,6.135802854755326,0.016956980584699854,True,0.0027636123562147985,0.544,1.0,0.8658536585365854,144,74,4,True
+s150k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.367592776660835,0.32959966759867443,True,0.035185097757437236,1.0,1.0,1.0,40,19,0,True
+s150k,own_ref,C1Q-high monocyte (reference),all,61,21,6.909224055886901,0.20152108898421695,True,0.02916696395342888,0.947,1.0,1.0,655,93,13,True
+s150k,own_ref,Cycling T/NK,adult,46,7,0.5085124217687798,0.07094789751245602,True,0.13952048067119976,1.0,1.0,1.0,151,27,0,False
+s150k,own_ref,Cycling T/NK,paediatric,15,4,-0.2427305245578104,0.14373045634038825,False,-0.5921400145376293,0.0,0.5675,0.0,454,16,0,False
+s150k,own_ref,Cycling T/NK,all,61,21,-0.36677933802225593,0.06583585739176633,False,-0.17949718145729204,0.0,0.7475,0.0,1461,43,3,False
+s150k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4578859685766774,0.10933209032731972,True,0.23877580408758695,0.987,0.9765,1.0,422,47,3,False
+s150k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.4243766050430309,0.1457642109520253,False,-0.1023354430534344,0.0565,0.716,0.0,751,19,1,False
+s150k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.9020297727048878,0.10802209031609503,False,-0.11975446219715413,0.0045,0.8205,0.0,2465,66,8,False
+s150k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.32270819747809165,False,-5.2776690561349895,0.0225,0.5845,0.0,439,263,34,False
+s150k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.6646917004082199,False,-3.7386565612460743,0.0215,0.5445,0.0,542,118,12,False
+s150k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.24106471153488063,False,-0.38687496798476806,0.0255,0.795,0.0,1938,381,88,True
+s150k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.6892339544513457,True,0.7073741458971303,1.0,1.0,1.0,90,653,27,True
+s150k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.7111111111111108,False,-12.591379443880413,0.0,0.535,0.0,1000,550,44,False
+s150k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7052302888368462,True,2.465623793136717,1.0,0.643,1.0,2043,1203,192,False
+s150k,own_ref,Plasmablast (markers),adult,46,7,1.8788014969809794,0.784886128364389,True,0.41775894346774356,1.0,1.0,1.0,991,857,48,True
+s150k,own_ref,Plasmablast (markers),paediatric,15,4,-1.1765433309199747,1.664444444444444,False,-1.4146903056625757,0.004,0.5685,0.0,3047,682,82,True
+s150k,own_ref,Plasmablast (markers),all,61,21,0.10163153190395846,0.7232370543845952,True,7.116266387365413,0.999,0.532,1.0,7384,1539,302,False
+s150k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,18.969020203809176,1.4977650352168574,True,0.07895848173096946,1.0,1.0,1.0,56,299,0,True
+s150k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,22.034857269874095,0.7162274436607163,True,0.03250429239856877,1.0,1.0,1.0,7,42,0,True
+s150k,own_ref,MS1 monocyte (IL1R2+),all,61,21,11.400490870888055,0.661684945439709,True,0.05804003993629498,0.8475,0.986,1.0,3938,341,96,True
+s150k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,2.150314536360198,0.07753605592235374,True,0.03605800668287243,1.0,1.0,1.0,107,15,0,True
+s150k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,7.859989186964567,0.05278466902506556,True,0.0067156159848930225,0.9895,0.999,1.0,53,4,0,True
+s150k,own_ref,Cycling monocyte (Ye 2026),all,61,21,3.3377871215217807,0.05780522305639038,True,0.01731842713505214,0.9955,1.0,1.0,644,19,1,True
+s150k,own_ref,ISG-high T,adult,46,7,1.6992887540353507,1.1452844931354191,True,0.6739787398790691,1.0,0.8925,1.0,542,420,1,True
+s150k,own_ref,ISG-high T,paediatric,15,4,-15.642405854325386,-3.117347280904177,True,0.19928822394300544,0.556,0.6835,0.9878048780487805,3251,577,101,True
+s150k,own_ref,ISG-high T,all,61,21,-1.6501821280479536,0.4168755616335116,False,-0.25262397074112375,0.3615,0.6325,0.012195121951219513,4828,997,119,True
+s150k,own_ref,DN2 / ABC B,adult,46,7,-0.839803809912544,-0.5977565704340786,True,0.7117812081566147,0.8725,0.735,1.0,286,122,17,False
+s150k,own_ref,DN2 / ABC B,paediatric,15,4,-1.1778488116101702,0.246161014414763,False,-0.20899203020653412,0.0285,0.6515,0.0,291,33,8,False
+s150k,own_ref,DN2 / ABC B,all,61,21,-0.13427856315908215,0.08477003559565788,False,-0.6312998411759093,0.357,0.563,0.012195121951219513,1070,155,46,False
+s150k,own_ref,HSPC,adult,46,7,0.005110789182514883,0.12422360248447206,True,24.306148825208428,1.0,0.5555,1.0,69,112,4,False
+s150k,own_ref,HSPC,paediatric,15,4,0.07523677208795859,0.1777777777777778,True,2.362910752868817,1.0,0.8715,1.0,29,55,4,False
+s150k,own_ref,HSPC,all,61,21,0.028261733357196575,0.07457715326567783,True,2.6388032299047746,1.0,0.869,1.0,191,167,34,False
+s150k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.460390756738755,2.0745165521059556,False,-1.4205215573526528,0.013,0.994,0.0,419,184,23,True
+s150k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.25386029128779314,0.6140909105639147,False,-2.4190112894329734,0.218,0.6965,0.0,44,25,6,False
+s150k,own_ref,Cytotoxic CD4 T,all,61,21,-1.2151816660409027,1.162721360899171,False,-0.9568292489857514,0.0885,0.9935,0.0,771,209,62,True
+s150k,own_ref,Granulocyte-like (LDG),adult,46,7,1.2681724855623218,0.022360248447204974,True,0.017631866880702896,0.9655,0.9615,1.0,1095,22,1,True
+s150k,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.7244023150954175,0.017777777777777778,True,0.010309530219340994,0.992,0.9925,1.0,299,4,0,True
+s150k,own_ref,Granulocyte-like (LDG),all,61,21,0.7012300784341825,0.006193078324225866,True,0.008831735138992828,0.6905,0.853,1.0,3649,26,7,True
+s150k,r16_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.581669557426815,0.016956980584699854,True,0.003037976435229378,0.544,1.0,0.8658536585365854,111,74,4,True
+s150k,r16_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.212833863835083,0.32959966759867443,True,0.04013227018387096,1.0,1.0,1.0,31,19,0,True
+s150k,r16_depth_ref,C1Q-high monocyte (reference),all,61,21,6.176030214137355,0.20152108898421695,True,0.03262955037410947,0.947,1.0,1.0,525,93,13,True
+s150k,r16_depth_ref,Cycling T/NK,adult,46,7,0.38751779271589043,0.07094789751245602,True,0.1830829418572572,1.0,1.0,1.0,123,27,0,False
+s150k,r16_depth_ref,Cycling T/NK,paediatric,15,4,0.12567829298983058,0.14373045634038825,True,1.143637878277185,0.999,0.5575,1.0,297,16,0,False
+s150k,r16_depth_ref,Cycling T/NK,all,61,21,-0.19188602573971947,0.06583585739176633,False,-0.34309875947437807,0.0,0.6935,0.0,1067,43,3,False
+s150k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.37423166514889994,0.10933209032731972,True,0.29215082663787545,0.987,0.9815,1.0,281,47,3,False
+s150k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6202380667663128,0.1457642109520253,False,-0.2350133259507674,0.0565,0.6625,0.0,489,19,1,False
+s150k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.532751318044917,0.10802209031609503,False,-0.20276268994042643,0.0045,0.78,0.0,1680,66,8,False
+s150k,r16_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.32270819747809165,False,-5.2776690561349895,0.0225,0.5845,0.0,439,263,34,False
+s150k,r16_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.6646917004082199,False,-3.7386565612460743,0.0215,0.5445,0.0,542,118,12,False
+s150k,r16_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.24106471153488063,False,-0.38687496798476806,0.0255,0.795,0.0,1938,381,88,True
+s150k,r16_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.6892339544513457,True,0.7073741458971303,1.0,1.0,1.0,90,653,27,True
+s150k,r16_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.7111111111111108,False,-12.591379443880413,0.0,0.535,0.0,1000,550,44,False
+s150k,r16_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7052302888368462,True,2.465623793136717,1.0,0.643,1.0,2043,1203,192,False
+s150k,r16_depth_ref,Plasmablast (markers),adult,46,7,1.3852131172828832,0.784886128364389,True,0.5666175973729985,1.0,1.0,1.0,490,857,48,True
+s150k,r16_depth_ref,Plasmablast (markers),paediatric,15,4,-1.6724523029824683,1.664444444444444,False,-0.9952119061788823,0.004,0.6075,0.0,2239,682,82,True
+s150k,r16_depth_ref,Plasmablast (markers),all,61,21,-0.12208680253644921,0.7232370543845952,False,-5.923957703525502,0.001,0.5345,0.0,4924,1539,302,False
+s150k,r16_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,12.506974019182035,1.4977650352168574,True,0.11975438926471939,1.0,1.0,1.0,13,299,0,True
+s150k,r16_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.832519546695183,0.7162274436607163,True,0.05581346991559188,1.0,1.0,1.0,2,42,0,True
+s150k,r16_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.545041610915863,0.661684945439709,True,0.08769798492329185,0.8475,0.973,1.0,2324,341,96,True
+s150k,r16_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0160562518389284,0.07753605592235374,True,0.07631079064965514,1.0,1.0,1.0,48,15,0,True
+s150k,r16_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624260834367256,0.05278466902506556,True,0.011414725707679109,0.9895,0.9995,1.0,28,4,0,True
+s150k,r16_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.8244792932996554,0.05780522305639038,True,0.031683134617465,0.9955,1.0,1.0,304,19,1,True
+s150k,r16_depth_ref,ISG-high T,adult,46,7,1.1176537865907132,1.1452844931354191,True,1.0247220623024869,1.0,0.898,1.0,256,420,1,True
+s150k,r16_depth_ref,ISG-high T,paediatric,15,4,-14.069512831585055,-3.117347280904177,True,0.22156753529560413,0.556,0.6895,0.9878048780487805,2605,577,101,True
+s150k,r16_depth_ref,ISG-high T,all,61,21,-1.7888520831726646,0.4168755616335116,False,-0.2330408229696394,0.3615,0.678,0.012195121951219513,3345,997,119,True
+s150k,r16_depth_ref,DN2 / ABC B,adult,46,7,-0.19144184759847693,-0.5977565704340786,True,3.1223924023539054,0.8725,0.5645,1.0,187,122,17,False
+s150k,r16_depth_ref,DN2 / ABC B,paediatric,15,4,-0.41926951767803455,0.246161014414763,False,-0.5871187959907808,0.0285,0.565,0.0,182,33,8,False
+s150k,r16_depth_ref,DN2 / ABC B,all,61,21,0.14101393196044043,0.08477003559565788,True,0.6011465279858942,0.643,0.5585,0.9878048780487805,705,155,46,False
+s150k,r16_depth_ref,HSPC,adult,46,7,0.012619040507374307,0.12422360248447206,True,9.844140084333539,1.0,0.6615,1.0,58,112,4,False
+s150k,r16_depth_ref,HSPC,paediatric,15,4,0.0771490675005708,0.1777777777777778,True,2.3043412388161726,1.0,0.901,1.0,24,55,4,False
+s150k,r16_depth_ref,HSPC,all,61,21,0.03214802314738634,0.07457715326567783,True,2.31980526217025,1.0,0.917,1.0,162,167,34,False
+s150k,r16_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.2241528840340807,2.0745165521059556,False,-1.6946547928471005,0.013,0.9835,0.0,370,184,23,True
+s150k,r16_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10892331141818529,0.6140909105639147,False,-5.637828143199374,0.218,0.631,0.0,29,25,6,False
+s150k,r16_depth_ref,Cytotoxic CD4 T,all,61,21,-1.071752063264543,1.162721360899171,False,-1.0848790506243924,0.0885,0.984,0.0,658,209,62,True
+s150k,r16_depth_ref,Granulocyte-like (LDG),adult,46,7,0.9808182387163655,0.022360248447204974,True,0.022797545523285424,0.9655,0.97,1.0,541,22,1,True
+s150k,r16_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.9518630572959759,0.017777777777777778,True,0.018676822933206754,0.992,0.9975,1.0,139,4,0,True
+s150k,r16_depth_ref,Granulocyte-like (LDG),all,61,21,0.6094193964530155,0.006193078324225866,True,0.010162259948192075,0.6905,0.891,1.0,1813,26,7,True
+s150k,r64_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.319546698932954,0.016956980584699854,True,0.0031876739775780613,0.544,1.0,0.8658536585365854,107,74,4,True
+s150k,r64_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.175395589408218,0.32959966759867443,True,0.040316051253311,1.0,1.0,1.0,27,19,0,True
+s150k,r64_depth_ref,C1Q-high monocyte (reference),all,61,21,5.989878960002738,0.20152108898421695,True,0.03364359953345782,0.947,1.0,1.0,489,93,13,True
+s150k,r64_depth_ref,Cycling T/NK,adult,46,7,0.3617549114114195,0.07094789751245602,True,0.19612144928633138,1.0,1.0,1.0,112,27,0,False
+s150k,r64_depth_ref,Cycling T/NK,paediatric,15,4,0.21920831581435274,0.14373045634038825,True,0.6556797619945833,0.999,0.6155,1.0,265,16,0,False
+s150k,r64_depth_ref,Cycling T/NK,all,61,21,-0.12446920712582377,0.06583585739176633,False,-0.5289328896038841,0.0,0.653,0.0,959,43,3,False
+s150k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.3911480420963208,0.10933209032731972,True,0.27951588289018336,0.987,0.987,1.0,242,47,3,False
+s150k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.5178411303137975,0.1457642109520253,False,-0.28148442141646063,0.0565,0.6415,0.0,447,19,1,False
+s150k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.4826707228209044,0.10802209031609503,False,-0.2238007925667718,0.0045,0.781,0.0,1549,66,8,False
+s150k,r64_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.32270819747809165,False,-5.2776690561349895,0.0225,0.5845,0.0,439,263,34,False
+s150k,r64_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.6646917004082199,False,-3.7386565612460743,0.0215,0.5445,0.0,542,118,12,False
+s150k,r64_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.24106471153488063,False,-0.38687496798476806,0.0255,0.795,0.0,1938,381,88,True
+s150k,r64_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.6892339544513457,True,0.7073741458971303,1.0,1.0,1.0,90,653,27,True
+s150k,r64_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.7111111111111108,False,-12.591379443880413,0.0,0.535,0.0,1000,550,44,False
+s150k,r64_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7052302888368462,True,2.465623793136717,1.0,0.643,1.0,2043,1203,192,False
+s150k,r64_depth_ref,Plasmablast (markers),adult,46,7,1.2567279940769442,0.784886128364389,True,0.6245473420371136,1.0,1.0,1.0,446,857,48,True
+s150k,r64_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4520615850255894,1.664444444444444,False,-1.1462629833397264,0.004,0.5935,0.0,2058,682,82,True
+s150k,r64_depth_ref,Plasmablast (markers),all,61,21,-0.08586125387328591,0.7232370543845952,False,-8.423322765026805,0.001,0.5315,0.0,4494,1539,302,False
+s150k,r64_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.873677310189985,1.4977650352168574,True,0.12614163212364515,1.0,1.0,1.0,18,299,0,True
+s150k,r64_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.728658353741388,0.7162274436607163,True,0.05217024309338481,1.0,1.0,1.0,2,42,0,True
+s150k,r64_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.471255650033233,0.661684945439709,True,0.08856408834527912,0.8475,0.975,1.0,2241,341,96,True
+s150k,r64_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.1052835922570217,0.07753605592235374,True,0.07015037268763108,1.0,1.0,1.0,43,15,0,True
+s150k,r64_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.0891922503956035,0.05278466902506556,True,0.010371914918514307,0.9895,0.999,1.0,24,4,0,True
+s150k,r64_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9823742046330242,0.05780522305639038,True,0.029159592029241142,0.9955,1.0,1.0,265,19,1,True
+s150k,r64_depth_ref,ISG-high T,adult,46,7,0.9697619230265289,1.1452844931354191,True,1.180995526779503,1.0,0.893,1.0,208,420,1,True
+s150k,r64_depth_ref,ISG-high T,paediatric,15,4,-13.514785589705683,-3.117347280904177,True,0.23066198573499266,0.556,0.6815,0.9878048780487805,2446,577,101,True
+s150k,r64_depth_ref,ISG-high T,all,61,21,-1.8144593484112472,0.4168755616335116,False,-0.229751943463782,0.3615,0.6825,0.012195121951219513,3071,997,119,True
+s150k,r64_depth_ref,DN2 / ABC B,adult,46,7,-0.15845288533297497,-0.5977565704340786,True,3.772456204744679,0.8725,0.5565,1.0,175,122,17,False
+s150k,r64_depth_ref,DN2 / ABC B,paediatric,15,4,-0.12841365948629369,0.246161014414763,False,-1.9169379285623207,0.0285,0.5005,0.0,144,33,8,False
+s150k,r64_depth_ref,DN2 / ABC B,all,61,21,0.43601315126472606,0.08477003559565788,True,0.19442082274300396,0.643,0.7405,0.9878048780487805,590,155,46,False
+s150k,r64_depth_ref,HSPC,adult,46,7,0.004057488247506527,0.12422360248447206,True,30.615887195930128,1.0,0.5495,1.0,60,112,4,False
+s150k,r64_depth_ref,HSPC,paediatric,15,4,0.07658407368477865,0.1777777777777778,True,2.321341360209097,1.0,0.9265,1.0,22,55,4,False
+s150k,r64_depth_ref,HSPC,all,61,21,0.02509789742134913,0.07457715326567783,True,2.97145023798846,1.0,0.857,1.0,162,167,34,False
+s150k,r64_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0641983282231613,2.0745165521059556,False,-1.9493702415128504,0.013,0.9865,0.0,336,184,23,True
+s150k,r64_depth_ref,Cytotoxic CD4 T,paediatric,15,4,0.01618078703537562,0.6140909105639147,True,37.9518566817142,0.782,0.5405,1.0,22,25,6,False
+s150k,r64_depth_ref,Cytotoxic CD4 T,all,61,21,-0.967240287246913,1.162721360899171,False,-1.2021018729571968,0.0885,0.971,0.0,600,209,62,True
+s150k,r64_depth_ref,Granulocyte-like (LDG),adult,46,7,0.916391055791582,0.022360248447204974,True,0.024400334667049002,0.9655,0.9645,1.0,447,22,1,True
+s150k,r64_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8034652420645418,0.017777777777777778,True,0.02212638064105541,0.992,0.9965,1.0,120,4,0,True
+s150k,r64_depth_ref,Granulocyte-like (LDG),all,61,21,0.6084704541731312,0.006193078324225866,True,0.010178108537154573,0.6905,0.9095,1.0,1471,26,7,True
+s150k,full108k_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.336373777414426,0.016956980584699854,True,0.0031776223503061723,0.544,1.0,0.8658536585365854,94,74,4,True
+s150k,full108k_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,7.833905687737776,0.32959966759867443,True,0.0420734791477754,1.0,1.0,1.0,25,19,0,True
+s150k,full108k_depth_ref,C1Q-high monocyte (reference),all,61,21,5.844511355922755,0.20152108898421695,True,0.0344803999362578,0.947,1.0,1.0,483,93,13,True
+s150k,full108k_depth_ref,Cycling T/NK,adult,46,7,0.3848478184474909,0.07094789751245602,True,0.18435312378452845,1.0,1.0,1.0,121,27,0,False
+s150k,full108k_depth_ref,Cycling T/NK,paediatric,15,4,0.11701646628811302,0.14373045634038825,True,1.2282925719744533,0.999,0.562,1.0,289,16,0,False
+s150k,full108k_depth_ref,Cycling T/NK,all,61,21,-0.13136107902743455,0.06583585739176633,False,-0.5011823736467376,0.0,0.6505,0.0,1005,43,3,False
+s150k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.41621547916086743,0.10933209032731972,True,0.2626814614097109,0.987,0.991,1.0,257,47,3,False
+s150k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.7161484234430422,0.1457642109520253,False,-0.20353910750962986,0.0565,0.679,0.0,495,19,1,False
+s150k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5145722192628259,0.10802209031609503,False,-0.20992600508213802,0.0045,0.7865,0.0,1637,66,8,False
+s150k,full108k_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.32270819747809165,False,-5.2776690561349895,0.0225,0.5845,0.0,439,263,34,False
+s150k,full108k_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.6646917004082199,False,-3.7386565612460743,0.0215,0.5445,0.0,542,118,12,False
+s150k,full108k_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.24106471153488063,False,-0.38687496798476806,0.0255,0.795,0.0,1938,381,88,True
+s150k,full108k_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.6892339544513457,True,0.7073741458971303,1.0,1.0,1.0,90,653,27,True
+s150k,full108k_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.7111111111111108,False,-12.591379443880413,0.0,0.535,0.0,1000,550,44,False
+s150k,full108k_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.7052302888368462,True,2.465623793136717,1.0,0.643,1.0,2043,1203,192,False
+s150k,full108k_depth_ref,Plasmablast (markers),adult,46,7,1.3723316289633107,0.784886128364389,True,0.5719361937007231,1.0,1.0,1.0,437,857,48,True
+s150k,full108k_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4356718260381687,1.664444444444444,False,-1.159348824889591,0.004,0.591,0.0,2087,682,82,True
+s150k,full108k_depth_ref,Plasmablast (markers),all,61,21,-0.05531330010151425,0.7232370543845952,False,-13.07528303422988,0.001,0.5165,0.0,4586,1539,302,False
+s150k,full108k_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.890475271685261,1.4977650352168574,True,0.12596342879443004,1.0,1.0,1.0,12,299,0,True
+s150k,full108k_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.869987012334832,0.7162274436607163,True,0.05163865279929694,1.0,1.0,1.0,1,42,0,True
+s150k,full108k_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.489493261514049,0.661684945439709,True,0.08834842656710598,0.8475,0.9745,1.0,2230,341,96,True
+s150k,full108k_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.131442050785087,0.07753605592235374,True,0.06852852593604143,1.0,1.0,1.0,49,15,0,True
+s150k,full108k_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624108740907525,0.05278466902506556,True,0.011415101154110418,0.9895,0.9985,1.0,27,4,0,True
+s150k,full108k_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9108988353322218,0.05780522305639038,True,0.030250279076830658,0.9955,1.0,1.0,276,19,1,True
+s150k,full108k_depth_ref,ISG-high T,adult,46,7,0.9235937155945438,1.1452844931354191,True,1.240030625801916,1.0,0.874,1.0,242,420,1,True
+s150k,full108k_depth_ref,ISG-high T,paediatric,15,4,-14.021430477152823,-3.117347280904177,True,0.22232733571540572,0.556,0.689,0.9878048780487805,2557,577,101,True
+s150k,full108k_depth_ref,ISG-high T,all,61,21,-1.904168841107465,0.4168755616335116,False,-0.21892783488204579,0.3615,0.6835,0.012195121951219513,3267,997,119,True
+s150k,full108k_depth_ref,DN2 / ABC B,adult,46,7,-0.10425789255486206,-0.5977565704340786,True,5.7334419081944334,0.8725,0.544,1.0,175,122,17,False
+s150k,full108k_depth_ref,DN2 / ABC B,paediatric,15,4,-0.10720088372748249,0.246161014414763,False,-2.29625918980793,0.0285,0.4945,0.0,145,33,8,False
+s150k,full108k_depth_ref,DN2 / ABC B,all,61,21,0.4091733081439828,0.08477003559565788,True,0.20717391361664383,0.643,0.7165,0.9878048780487805,615,155,46,False
+s150k,full108k_depth_ref,HSPC,adult,46,7,0.02227337943099786,0.12422360248447206,True,5.577222929700111,1.0,0.78,1.0,53,112,4,False
+s150k,full108k_depth_ref,HSPC,paediatric,15,4,0.07600725525891265,0.1777777777777778,True,2.3389580004197232,1.0,0.9055,1.0,23,55,4,False
+s150k,full108k_depth_ref,HSPC,all,61,21,0.032034641418632964,0.07457715326567783,True,2.3280158591786204,1.0,0.913,1.0,157,167,34,False
+s150k,full108k_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0855088455207202,2.0745165521059556,False,-1.9111005503698193,0.013,0.983,0.0,350,184,23,True
+s150k,full108k_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.09971255128295697,0.6140909105639147,False,-6.15861195669633,0.218,0.6275,0.0,31,25,6,False
+s150k,full108k_depth_ref,Cytotoxic CD4 T,all,61,21,-0.9304126992541601,1.162721360899171,False,-1.2496834596424091,0.0885,0.9785,0.0,641,209,62,True
+s150k,full108k_depth_ref,Granulocyte-like (LDG),adult,46,7,0.8976536913046845,0.022360248447204974,True,0.02490966022175626,0.9655,0.955,1.0,493,22,1,True
+s150k,full108k_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8582034434973422,0.017777777777777778,True,0.020715108885289428,0.992,0.9975,1.0,130,4,0,True
+s150k,full108k_depth_ref,Granulocyte-like (LDG),all,61,21,0.5859270693735856,0.006193078324225866,True,0.010569708497760451,0.6905,0.888,1.0,1604,26,7,True
+s162k,own_ref,C1Q-high monocyte (reference),adult,46,7,6.135802854755326,0.25420773665722474,True,0.04143023214316778,0.937,1.0,1.0,144,61,2,True
+s162k,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.367592776660835,-0.13311699540975303,False,-0.01421037384774147,0.337,1.0,0.012195121951219513,40,12,1,True
+s162k,own_ref,C1Q-high monocyte (reference),all,61,21,6.909224055886901,0.08112882011018263,True,0.011742102941510202,0.7715,1.0,1.0,655,73,13,True
+s162k,own_ref,Cycling T/NK,adult,46,7,0.5085124217687798,0.05489072855139828,True,0.1079437319553957,1.0,1.0,1.0,151,22,0,False
+s162k,own_ref,Cycling T/NK,paediatric,15,4,-0.2427305245578104,0.08936020468737345,False,-0.3681457239470135,0.0,0.5675,0.0,454,12,0,False
+s162k,own_ref,Cycling T/NK,all,61,21,-0.36677933802225593,0.0590220256256959,False,-0.16091971250058387,0.0,0.7475,0.0,1461,34,1,False
+s162k,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4578859685766774,0.0379193669506798,True,0.08281399639423509,0.886,0.9765,1.0,422,31,3,False
+s162k,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.4243766050430309,0.058723852139932434,False,-0.04122775671266966,0.312,0.716,0.0,751,17,2,False
+s162k,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.9020297727048878,0.03558617137469973,False,-0.039451215970387116,0.1915,0.8205,0.0,2465,48,8,False
+s162k,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.23970457599505623,False,-3.9202023166112827,0.102,0.5845,0.0,439,268,37,False
+s162k,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.15903311943539156,False,-0.8945052496780121,0.343,0.5445,0.024390243902439025,542,110,21,False
+s162k,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.17837151465161272,False,-0.2862612017364984,0.108,0.795,0.0,1938,378,95,True
+s162k,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.7097308488612835,True,0.7284105052974954,1.0,1.0,1.0,90,700,32,True
+s162k,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.9377777777777774,False,-14.259328409173662,0.003,0.535,0.0,1000,631,52,False
+s162k,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.8006765547749158,True,2.799322711047776,0.9985,0.643,1.0,2043,1331,206,False
+s162k,own_ref,Plasmablast (markers),adult,46,7,1.8788014969809794,0.7745341614906831,True,0.4122490655533709,1.0,1.0,1.0,991,863,50,True
+s162k,own_ref,Plasmablast (markers),paediatric,15,4,-1.1765433309199747,1.961111111111111,False,-1.6668413815049712,0.009,0.5685,0.0,3047,730,77,True
+s162k,own_ref,Plasmablast (markers),all,61,21,0.10163153190395846,0.7949518605256312,True,7.821901782183689,0.996,0.532,1.0,7384,1593,298,False
+s162k,own_ref,MS1 monocyte (IL1R2+),adult,46,7,18.969020203809176,1.1839819984525262,True,0.06241661328479002,1.0,1.0,1.0,56,218,0,True
+s162k,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,22.034857269874095,0.9213519030918846,True,0.041813381943324436,1.0,1.0,1.0,7,35,0,True
+s162k,own_ref,MS1 monocyte (IL1R2+),all,61,21,11.400490870888055,0.38706825903360353,True,0.03395189412606866,0.7345,0.986,1.0,3938,253,104,True
+s162k,own_ref,Cycling monocyte (Ye 2026),adult,46,7,2.150314536360198,0.12156021014010408,True,0.056531362312169944,0.9665,1.0,1.0,107,12,1,True
+s162k,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,7.859989186964567,0.13215679699797991,True,0.016813864988154934,0.9675,0.999,1.0,53,5,0,True
+s162k,own_ref,Cycling monocyte (Ye 2026),all,61,21,3.3377871215217807,0.11380666278903664,True,0.034096441338400674,0.99,1.0,1.0,644,17,4,True
+s162k,own_ref,ISG-high T,adult,46,7,1.6992887540353507,1.1379925283124985,True,0.6696875534602782,1.0,0.8925,1.0,542,481,6,True
+s162k,own_ref,ISG-high T,paediatric,15,4,-15.642405854325386,-3.1019486481652327,True,0.19830380806207584,0.5645,0.6835,0.9878048780487805,3251,555,121,True
+s162k,own_ref,ISG-high T,all,61,21,-1.6501821280479536,0.4004883823341374,False,-0.24269344306127366,0.366,0.6325,0.012195121951219513,4828,1036,152,True
+s162k,own_ref,DN2 / ABC B,adult,46,7,-0.839803809912544,-0.33206354660127757,True,0.3954060968547621,0.84,0.735,1.0,286,106,13,False
+s162k,own_ref,DN2 / ABC B,paediatric,15,4,-1.1778488116101702,0.12761507777276782,False,-0.1083458899944149,0.3015,0.6515,0.012195121951219513,291,35,9,False
+s162k,own_ref,DN2 / ABC B,all,61,21,-0.13427856315908215,0.003313016983210737,False,-0.024672716964402933,0.5175,0.563,0.3170731707317073,1070,141,47,False
+s162k,own_ref,HSPC,adult,46,7,0.005110789182514883,0.12111801242236024,True,23.698495104578214,1.0,0.5555,1.0,69,123,6,False
+s162k,own_ref,HSPC,paediatric,15,4,0.07523677208795859,0.08222222222222222,True,1.0928462232018274,0.963,0.8715,1.0,29,41,6,False
+s162k,own_ref,HSPC,all,61,21,0.028261733357196575,0.055425448868071825,True,1.9611482483242053,0.967,0.869,1.0,191,164,39,False
+s162k,own_ref,Cytotoxic CD4 T,adult,46,7,-1.460390756738755,2.5651605704607907,False,-1.7564891852569187,0.0,0.994,0.0,419,205,16,True
+s162k,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.25386029128779314,1.6051162220651434,False,-6.322832979993218,0.0035,0.6965,0.0,44,32,2,False
+s162k,own_ref,Cytotoxic CD4 T,all,61,21,-1.2151816660409027,1.4466498787478066,False,-1.1904803365418062,0.0235,0.9935,0.0,771,237,52,True
+s162k,own_ref,Granulocyte-like (LDG),adult,46,7,1.2681724855623218,0.02670807453416149,True,0.021060285440839568,0.978,0.9615,1.0,1095,25,1,True
+s162k,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.7244023150954175,-0.011111111111111113,False,-0.006443456387088122,0.2915,0.9925,0.0,299,5,2,True
+s162k,own_ref,Granulocyte-like (LDG),all,61,21,0.7012300784341825,0.016913869372885765,True,0.0241202850434678,0.9695,0.853,1.0,3649,30,5,True
+s162k,r16_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.581669557426815,0.25420773665722474,True,0.045543315318439616,0.937,1.0,1.0,111,61,2,True
+s162k,r16_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.212833863835083,-0.13311699540975303,False,-0.016208412055664354,0.337,1.0,0.012195121951219513,31,12,1,True
+s162k,r16_depth_ref,C1Q-high monocyte (reference),all,61,21,6.176030214137355,0.08112882011018263,True,0.013136078888421436,0.7715,1.0,1.0,525,73,13,True
+s162k,r16_depth_ref,Cycling T/NK,adult,46,7,0.38751779271589043,0.05489072855139828,True,0.1416469890755224,1.0,1.0,1.0,123,22,0,False
+s162k,r16_depth_ref,Cycling T/NK,paediatric,15,4,0.12567829298983058,0.08936020468737345,True,0.7110233801043443,0.998,0.5575,1.0,297,12,0,False
+s162k,r16_depth_ref,Cycling T/NK,all,61,21,-0.19188602573971947,0.0590220256256959,False,-0.307588973184297,0.0,0.6935,0.0,1067,34,1,False
+s162k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.37423166514889994,0.0379193669506798,True,0.10132591782577345,0.886,0.9815,1.0,281,31,3,False
+s162k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.6202380667663128,0.058723852139932434,False,-0.09467953562749935,0.312,0.6625,0.0,489,17,2,False
+s162k,r16_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.532751318044917,0.03558617137469973,False,-0.06679696543087559,0.1915,0.78,0.0,1680,48,8,False
+s162k,r16_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.23970457599505623,False,-3.9202023166112827,0.102,0.5845,0.0,439,268,37,False
+s162k,r16_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.15903311943539156,False,-0.8945052496780121,0.343,0.5445,0.024390243902439025,542,110,21,False
+s162k,r16_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.17837151465161272,False,-0.2862612017364984,0.108,0.795,0.0,1938,378,95,True
+s162k,r16_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.7097308488612835,True,0.7284105052974954,1.0,1.0,1.0,90,700,32,True
+s162k,r16_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.9377777777777774,False,-14.259328409173662,0.003,0.535,0.0,1000,631,52,False
+s162k,r16_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.8006765547749158,True,2.799322711047776,0.9985,0.643,1.0,2043,1331,206,False
+s162k,r16_depth_ref,Plasmablast (markers),adult,46,7,1.3852131172828832,0.7745341614906831,True,0.5591444029998386,1.0,1.0,1.0,490,863,50,True
+s162k,r16_depth_ref,Plasmablast (markers),paediatric,15,4,-1.6724523029824683,1.961111111111111,False,-1.1725961377875354,0.009,0.6075,0.0,2239,730,77,True
+s162k,r16_depth_ref,Plasmablast (markers),all,61,21,-0.12208680253644921,0.7949518605256312,False,-6.511366044567323,0.004,0.5345,0.0,4924,1593,298,False
+s162k,r16_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,12.506974019182035,1.1839819984525262,True,0.09466574381913999,1.0,1.0,1.0,13,218,0,True
+s162k,r16_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,12.832519546695183,0.9213519030918846,True,0.07179820765043483,1.0,1.0,1.0,2,35,0,True
+s162k,r16_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.545041610915863,0.38706825903360353,True,0.05130101051710685,0.7345,0.973,1.0,2324,253,104,True
+s162k,r16_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.0160562518389284,0.12156021014010408,True,0.11963925217732391,0.9665,1.0,1.0,48,12,1,True
+s162k,r16_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624260834367256,0.13215679699797991,True,0.028579010080010576,0.9675,0.9995,1.0,28,5,0,True
+s162k,r16_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.8244792932996554,0.11380666278903664,True,0.06237761272873205,0.99,1.0,1.0,304,17,4,True
+s162k,r16_depth_ref,ISG-high T,adult,46,7,1.1176537865907132,1.1379925283124985,True,1.0181977119979404,1.0,0.898,1.0,256,481,6,True
+s162k,r16_depth_ref,ISG-high T,paediatric,15,4,-14.069512831585055,-3.1019486481652327,True,0.22047306721250354,0.5645,0.6895,0.9878048780487805,2605,555,121,True
+s162k,r16_depth_ref,ISG-high T,all,61,21,-1.7888520831726646,0.4004883823341374,False,-0.2238800994791257,0.366,0.678,0.012195121951219513,3345,1036,152,True
+s162k,r16_depth_ref,DN2 / ABC B,adult,46,7,-0.19144184759847693,-0.33206354660127757,True,1.7345400222930119,0.84,0.5645,1.0,187,106,13,False
+s162k,r16_depth_ref,DN2 / ABC B,paediatric,15,4,-0.41926951767803455,0.12761507777276782,False,-0.30437480520767546,0.3015,0.565,0.012195121951219513,182,35,9,False
+s162k,r16_depth_ref,DN2 / ABC B,all,61,21,0.14101393196044043,0.003313016983210737,True,0.02349425292346404,0.4825,0.5585,0.6829268292682927,705,141,47,False
+s162k,r16_depth_ref,HSPC,adult,46,7,0.012619040507374307,0.12111801242236024,True,9.5980365822252,1.0,0.6615,1.0,58,123,6,False
+s162k,r16_depth_ref,HSPC,paediatric,15,4,0.0771490675005708,0.08222222222222222,True,1.0657578229524796,0.963,0.901,1.0,24,41,6,False
+s162k,r16_depth_ref,HSPC,all,61,21,0.03214802314738634,0.055425448868071825,True,1.7240702053114567,0.967,0.917,1.0,162,164,39,False
+s162k,r16_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.2241528840340807,2.5651605704607907,False,-2.0954576866310566,0.0,0.9835,0.0,370,205,16,True
+s162k,r16_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.10892331141818529,1.6051162220651434,False,-14.736204777163627,0.0035,0.631,0.0,29,32,2,False
+s162k,r16_depth_ref,Cytotoxic CD4 T,all,61,21,-1.071752063264543,1.4466498787478066,False,-1.349799014467329,0.0235,0.984,0.0,658,237,52,True
+s162k,r16_depth_ref,Granulocyte-like (LDG),adult,46,7,0.9808182387163655,0.02670807453416149,True,0.027230401597257585,0.978,0.97,1.0,541,25,1,True
+s162k,r16_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.9518630572959759,-0.011111111111111113,False,-0.011673014333254223,0.2915,0.9975,0.0,139,5,2,True
+s162k,r16_depth_ref,Granulocyte-like (LDG),all,61,21,0.6094193964530155,0.016913869372885765,True,0.02775407128707919,0.9695,0.891,1.0,1813,30,5,True
+s162k,r64_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.319546698932954,0.25420773665722474,True,0.04778748097243252,0.937,1.0,1.0,107,61,2,True
+s162k,r64_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,8.175395589408218,-0.13311699540975303,False,-0.016282636595862734,0.337,1.0,0.012195121951219513,27,12,1,True
+s162k,r64_depth_ref,C1Q-high monocyte (reference),all,61,21,5.989878960002738,0.08112882011018263,True,0.013544317114238574,0.7715,1.0,1.0,489,73,13,True
+s162k,r64_depth_ref,Cycling T/NK,adult,46,7,0.3617549114114195,0.05489072855139828,True,0.15173457725076112,1.0,1.0,1.0,112,22,0,False
+s162k,r64_depth_ref,Cycling T/NK,paediatric,15,4,0.21920831581435274,0.08936020468737345,True,0.40764970231810227,0.998,0.6155,1.0,265,12,0,False
+s162k,r64_depth_ref,Cycling T/NK,all,61,21,-0.12446920712582377,0.0590220256256959,False,-0.4741897774445655,0.0,0.653,0.0,959,34,1,False
+s162k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.3911480420963208,0.0379193669506798,True,0.09694377286782405,0.886,0.987,1.0,242,31,3,False
+s162k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.5178411303137975,0.058723852139932434,False,-0.11340128989821142,0.312,0.6415,0.0,447,17,2,False
+s162k,r64_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.4826707228209044,0.03558617137469973,False,-0.07372763603046217,0.1915,0.781,0.0,1549,48,8,False
+s162k,r64_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.23970457599505623,False,-3.9202023166112827,0.102,0.5845,0.0,439,268,37,False
+s162k,r64_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.15903311943539156,False,-0.8945052496780121,0.343,0.5445,0.024390243902439025,542,110,21,False
+s162k,r64_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.17837151465161272,False,-0.2862612017364984,0.108,0.795,0.0,1938,378,95,True
+s162k,r64_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.7097308488612835,True,0.7284105052974954,1.0,1.0,1.0,90,700,32,True
+s162k,r64_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.9377777777777774,False,-14.259328409173662,0.003,0.535,0.0,1000,631,52,False
+s162k,r64_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.8006765547749158,True,2.799322711047776,0.9985,0.643,1.0,2043,1331,206,False
+s162k,r64_depth_ref,Plasmablast (markers),adult,46,7,1.2567279940769442,0.7745341614906831,True,0.6163101046058671,1.0,1.0,1.0,446,863,50,True
+s162k,r64_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4520615850255894,1.961111111111111,False,-1.3505702040017475,0.009,0.5935,0.0,2058,730,77,True
+s162k,r64_depth_ref,Plasmablast (markers),all,61,21,-0.08586125387328591,0.7949518605256312,False,-9.25856337596492,0.004,0.5315,0.0,4494,1593,298,False
+s162k,r64_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.873677310189985,1.1839819984525262,True,0.09971485391778614,1.0,1.0,1.0,18,218,0,True
+s162k,r64_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.728658353741388,0.9213519030918846,True,0.06711157633555608,1.0,1.0,1.0,2,35,0,True
+s162k,r64_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.471255650033233,0.38706825903360353,True,0.051807658198910894,0.7345,0.975,1.0,2241,253,104,True
+s162k,r64_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.1052835922570217,0.12156021014010408,True,0.10998101391505735,0.9665,1.0,1.0,43,12,1,True
+s162k,r64_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,5.0891922503956035,0.13215679699797991,True,0.025968128240332605,0.9675,0.999,1.0,24,5,0,True
+s162k,r64_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9823742046330242,0.11380666278903664,True,0.05740927344749447,0.99,1.0,1.0,265,17,4,True
+s162k,r64_depth_ref,ISG-high T,adult,46,7,0.9697619230265289,1.1379925283124985,True,1.1734761917243965,1.0,0.893,1.0,208,481,6,True
+s162k,r64_depth_ref,ISG-high T,paediatric,15,4,-13.514785589705683,-3.1019486481652327,True,0.22952259416738444,0.5645,0.6815,0.9878048780487805,2446,555,121,True
+s162k,r64_depth_ref,ISG-high T,all,61,21,-1.8144593484112472,0.4004883823341374,False,-0.22072050425643744,0.366,0.6825,0.012195121951219513,3071,1036,152,True
+s162k,r64_depth_ref,DN2 / ABC B,adult,46,7,-0.15845288533297497,-0.33206354660127757,True,2.0956610913299234,0.84,0.5565,1.0,175,106,13,False
+s162k,r64_depth_ref,DN2 / ABC B,paediatric,15,4,-0.12841365948629369,0.12761507777276782,False,-0.9937811778223553,0.3015,0.5005,0.012195121951219513,144,35,9,False
+s162k,r64_depth_ref,DN2 / ABC B,all,61,21,0.43601315126472606,0.003313016983210737,True,0.0075984336105477555,0.4825,0.7405,0.6829268292682927,590,141,47,False
+s162k,r64_depth_ref,HSPC,adult,46,7,0.004057488247506527,0.12111801242236024,True,29.85049001603187,1.0,0.5495,1.0,60,123,6,False
+s162k,r64_depth_ref,HSPC,paediatric,15,4,0.07658407368477865,0.08222222222222222,True,1.0736203790967074,0.963,0.9265,1.0,22,41,6,False
+s162k,r64_depth_ref,HSPC,all,61,21,0.02509789742134913,0.055425448868071825,True,2.2083702047855627,0.967,0.857,1.0,162,164,39,False
+s162k,r64_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0641983282231613,2.5651605704607907,False,-2.410415899396977,0.0,0.9865,0.0,336,205,16,True
+s162k,r64_depth_ref,Cytotoxic CD4 T,paediatric,15,4,0.01618078703537562,1.6051162220651434,True,99.19889672584657,0.9965,0.5405,1.0,22,32,2,False
+s162k,r64_depth_ref,Cytotoxic CD4 T,all,61,21,-0.967240287246913,1.4466498787478066,False,-1.4956468395929334,0.0235,0.971,0.0,600,237,52,True
+s162k,r64_depth_ref,Granulocyte-like (LDG),adult,46,7,0.916391055791582,0.02670807453416149,True,0.02914484418564186,0.978,0.9645,1.0,447,25,1,True
+s162k,r64_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8034652420645418,-0.011111111111111113,False,-0.013828987900659635,0.2915,0.9965,0.0,120,5,2,True
+s162k,r64_depth_ref,Granulocyte-like (LDG),all,61,21,0.6084704541731312,0.016913869372885765,True,0.02779735524853139,0.9695,0.9095,1.0,1471,30,5,True
+s162k,full108k_depth_ref,C1Q-high monocyte (reference),adult,46,7,5.336373777414426,0.25420773665722474,True,0.04763679368434218,0.937,1.0,1.0,94,61,2,True
+s162k,full108k_depth_ref,C1Q-high monocyte (reference),paediatric,15,4,7.833905687737776,-0.13311699540975303,False,-0.016992417411677275,0.337,1.0,0.012195121951219513,25,12,1,True
+s162k,full108k_depth_ref,C1Q-high monocyte (reference),all,61,21,5.844511355922755,0.08112882011018263,True,0.013881198130955412,0.7715,1.0,1.0,483,73,13,True
+s162k,full108k_depth_ref,Cycling T/NK,adult,46,7,0.3848478184474909,0.05489072855139828,True,0.1426296991180363,1.0,1.0,1.0,121,22,0,False
+s162k,full108k_depth_ref,Cycling T/NK,paediatric,15,4,0.11701646628811302,0.08936020468737345,True,0.7636549583317147,0.998,0.562,1.0,289,12,0,False
+s162k,full108k_depth_ref,Cycling T/NK,all,61,21,-0.13136107902743455,0.0590220256256959,False,-0.4493113642387883,0.0,0.6505,0.0,1005,34,1,False
+s162k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.41621547916086743,0.0379193669506798,True,0.09110513387711838,0.886,0.991,1.0,257,31,3,False
+s162k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-0.7161484234430422,0.058723852139932434,False,-0.08199955514473453,0.312,0.679,0.0,495,17,2,False
+s162k,full108k_depth_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.5145722192628259,0.03558617137469973,False,-0.06915680645504013,0.1915,0.7865,0.0,1637,48,8,False
+s162k,full108k_depth_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.23970457599505623,False,-3.9202023166112827,0.102,0.5845,0.0,439,268,37,False
+s162k,full108k_depth_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.15903311943539156,False,-0.8945052496780121,0.343,0.5445,0.024390243902439025,542,110,21,False
+s162k,full108k_depth_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.17837151465161272,False,-0.2862612017364984,0.108,0.795,0.0,1938,378,95,True
+s162k,full108k_depth_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.7097308488612835,True,0.7284105052974954,1.0,1.0,1.0,90,700,32,True
+s162k,full108k_depth_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.9377777777777774,False,-14.259328409173662,0.003,0.535,0.0,1000,631,52,False
+s162k,full108k_depth_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.8006765547749158,True,2.799322711047776,0.9985,0.643,1.0,2043,1331,206,False
+s162k,full108k_depth_ref,Plasmablast (markers),adult,46,7,1.3723316289633107,0.7745341614906831,True,0.5643928516577171,1.0,1.0,1.0,437,863,50,True
+s162k,full108k_depth_ref,Plasmablast (markers),paediatric,15,4,-1.4356718260381687,1.961111111111111,False,-1.3659884352003526,0.009,0.591,0.0,2087,730,77,True
+s162k,full108k_depth_ref,Plasmablast (markers),all,61,21,-0.05531330010151425,0.7949518605256312,False,-14.371803148007592,0.004,0.5165,0.0,4586,1593,298,False
+s162k,full108k_depth_ref,MS1 monocyte (IL1R2+),adult,46,7,11.890475271685261,1.1839819984525262,True,0.0995739843361802,1.0,1.0,1.0,12,218,0,True
+s162k,full108k_depth_ref,MS1 monocyte (IL1R2+),paediatric,15,4,13.869987012334832,0.9213519030918846,True,0.06642774086756603,1.0,1.0,1.0,1,35,0,True
+s162k,full108k_depth_ref,MS1 monocyte (IL1R2+),all,61,21,7.489493261514049,0.38706825903360353,True,0.05168150174092756,0.7345,0.9745,1.0,2230,253,104,True
+s162k,full108k_depth_ref,Cycling monocyte (Ye 2026),adult,46,7,1.131442050785087,0.12156021014010408,True,0.10743829969529209,0.9665,1.0,1.0,49,12,1,True
+s162k,full108k_depth_ref,Cycling monocyte (Ye 2026),paediatric,15,4,4.624108740907525,0.13215679699797991,True,0.02857995008396859,0.9675,0.9985,1.0,27,5,0,True
+s162k,full108k_depth_ref,Cycling monocyte (Ye 2026),all,61,21,1.9108988353322218,0.11380666278903664,True,0.059556613194151974,0.99,1.0,1.0,276,17,4,True
+s162k,full108k_depth_ref,ISG-high T,adult,46,7,0.9235937155945438,1.1379925283124985,True,1.2321354174437404,1.0,0.874,1.0,242,481,6,True
+s162k,full108k_depth_ref,ISG-high T,paediatric,15,4,-14.021430477152823,-3.1019486481652327,True,0.22122911447727772,0.5645,0.689,0.9878048780487805,2557,555,121,True
+s162k,full108k_depth_ref,ISG-high T,all,61,21,-1.904168841107465,0.4004883823341374,False,-0.2103218862153071,0.366,0.6835,0.012195121951219513,3267,1036,152,True
+s162k,full108k_depth_ref,DN2 / ABC B,adult,46,7,-0.10425789255486206,-0.33206354660127757,True,3.185020706480718,0.84,0.544,1.0,175,106,13,False
+s162k,full108k_depth_ref,DN2 / ABC B,paediatric,15,4,-0.10720088372748249,0.12761507777276782,False,-1.1904293447541034,0.3015,0.4945,0.012195121951219513,145,35,9,False
+s162k,full108k_depth_ref,DN2 / ABC B,all,61,21,0.4091733081439828,0.003313016983210737,True,0.008096855091155968,0.4825,0.7165,0.6829268292682927,615,141,47,False
+s162k,full108k_depth_ref,HSPC,adult,46,7,0.02227337943099786,0.12111801242236024,True,5.437792356457607,1.0,0.78,1.0,53,123,6,False
+s162k,full108k_depth_ref,HSPC,paediatric,15,4,0.07600725525891265,0.08222222222222222,True,1.0817680751941217,0.963,0.9055,1.0,23,41,6,False
+s162k,full108k_depth_ref,HSPC,all,61,21,0.032034641418632964,0.055425448868071825,True,1.730172288922004,0.967,0.913,1.0,157,164,39,False
+s162k,full108k_depth_ref,Cytotoxic CD4 T,adult,46,7,-1.0855088455207202,2.5651605704607907,False,-2.3630950415980068,0.0,0.983,0.0,350,205,16,True
+s162k,full108k_depth_ref,Cytotoxic CD4 T,paediatric,15,4,-0.09971255128295697,1.6051162220651434,False,-16.09743408841543,0.0035,0.6275,0.0,31,32,2,False
+s162k,full108k_depth_ref,Cytotoxic CD4 T,all,61,21,-0.9304126992541601,1.4466498787478066,False,-1.5548475207910144,0.0235,0.9785,0.0,641,237,52,True
+s162k,full108k_depth_ref,Granulocyte-like (LDG),adult,46,7,0.8976536913046845,0.02670807453416149,True,0.029753205264875526,0.978,0.955,1.0,493,25,1,True
+s162k,full108k_depth_ref,Granulocyte-like (LDG),paediatric,15,4,0.8582034434973422,-0.011111111111111113,False,-0.012946943053305895,0.2915,0.9975,0.0,130,5,2,True
+s162k,full108k_depth_ref,Granulocyte-like (LDG),all,61,21,0.5859270693735856,0.016913869372885765,True,0.028866850939261734,0.9695,0.888,1.0,1604,30,5,True
+own5,own_ref,C1Q-high monocyte (reference),adult,46,7,6.090869618441737,-0.46748931680828165,False,-0.07675247478501801,0.3605,1.0,0.012195121951219513,136,449,47,True
+own5,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.181699383471598,1.3608007140195892,True,0.14820793593713485,0.988,1.0,1.0,37,121,1,True
+own5,own_ref,C1Q-high monocyte (reference),all,61,21,6.82014555823388,0.4038100576411321,True,0.05920842219468719,0.748,1.0,1.0,629,570,99,True
+own5,own_ref,Cycling T/NK,adult,46,7,0.4865713405051566,0.1700145726889675,True,0.3494134539705092,0.96,1.0,1.0,146,124,14,False
+own5,own_ref,Cycling T/NK,paediatric,15,4,-0.1743875432869184,0.17319599806928093,False,-0.9931672572754979,0.184,0.5515,0.0,427,40,10,False
+own5,own_ref,Cycling T/NK,all,61,21,-0.3403448449270834,0.1347491653752929,False,-0.3959195133517066,0.034,0.7425,0.0,1397,164,47,False
+own5,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.4399177827429803,0.16990101874911745,True,0.3862108453305722,0.958,0.977,1.0,390,128,15,False
+own5,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.3059106649682977,0.25016490231322897,False,-0.19156356481651216,0.0025,0.7185,0.0,702,36,5,False
+own5,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.834913150630479,0.14951673834801352,False,-0.179080588484092,0.014,0.817,0.0,2299,164,41,False
+own5,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.083455885282538,False,-1.3648632007183648,0.3585,0.5845,0.012195121951219513,439,370,73,False
+own5,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.2488111263103494,False,-1.3994748983926233,0.289,0.5445,0.012195121951219513,542,152,40,False
+own5,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.1808042517181816,False,-0.2901654026821769,0.179,0.795,0.0,1938,522,181,True
+own5,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.5339544513457557,True,0.5480077868034542,1.0,1.0,1.0,90,421,8,True
+own5,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,0.8999999999999999,False,-6.622738538664374,0.0,0.535,0.0,1000,225,6,False
+own5,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,0.4964871194379391,True,1.7358166177052823,1.0,0.643,1.0,2043,646,66,False
+own5,own_ref,Plasmablast (markers),adult,46,7,1.7826408666686366,0.6407867494824018,True,0.3594592502975045,1.0,1.0,1.0,875,567,19,True
+own5,own_ref,Plasmablast (markers),paediatric,15,4,-1.4034106993404531,1.171111111111111,False,-0.8344749770409234,0.0,0.581,0.0,2902,316,14,True
+own5,own_ref,Plasmablast (markers),all,61,21,0.02097297194932679,0.5999479573250066,True,28.605767402662465,1.0,0.512,1.0,6889,883,115,False
+own5,own_ref,MS1 monocyte (IL1R2+),adult,46,7,17.784266954963233,4.364270705792241,True,0.24540065198325536,1.0,1.0,1.0,44,1180,1,True
+own5,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,19.599987879352305,10.676732614611584,True,0.5447315927097606,1.0,1.0,1.0,6,841,0,True
+own5,own_ref,MS1 monocyte (IL1R2+),all,61,21,10.57028805879846,4.9094119283066,True,0.4644539392869356,0.9995,0.9825,1.0,3611,2021,108,True
+own5,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.936668290035271,0.5242105738305152,True,0.27067648937494,0.9645,1.0,1.0,87,160,2,True
+own5,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,6.761925042111034,0.7270781182011334,True,0.10752531471040143,0.9305,0.999,1.0,45,67,1,True
+own5,own_ref,Cycling monocyte (Ye 2026),all,61,21,2.9079634143185205,0.5259183309240802,True,0.18085452118637776,0.9815,1.0,1.0,542,227,8,True
+own5,own_ref,ISG-high T,adult,46,7,1.6130270929610147,0.8821532925080655,True,0.5468930412623803,0.9995,0.8975,1.0,461,361,11,True
+own5,own_ref,ISG-high T,paediatric,15,4,-15.445771206726906,-3.4499229753122433,True,0.22335712015530446,0.638,0.6835,0.9878048780487805,3142,302,196,True
+own5,own_ref,ISG-high T,all,61,21,-1.673883926539658,0.07333121523690478,False,-0.04380902049074512,0.442,0.647,0.04878048780487805,4511,663,235,True
+own5,own_ref,DN2 / ABC B,adult,46,7,-0.8740556512772981,-0.5728472538447789,True,0.6553899091066462,0.657,0.7575,0.9878048780487805,273,214,26,False
+own5,own_ref,DN2 / ABC B,paediatric,15,4,-1.0914815634653392,0.8445719769578933,False,-0.7737849224648982,0.075,0.649,0.0,271,82,10,False
+own5,own_ref,DN2 / ABC B,all,61,21,-0.12298819537853944,0.3706352473393175,False,-3.0135839150949173,0.2605,0.563,0.0,1001,296,67,False
+own5,own_ref,HSPC,adult,46,7,0.0038820191002266746,0.09999999999999999,True,25.759790824872784,1.0,0.539,1.0,69,69,0,False
+own5,own_ref,HSPC,paediatric,15,4,0.08218337508870309,-0.02111111111111111,False,-0.25687812271429866,0.3225,0.913,0.012195121951219513,26,14,5,False
+own5,own_ref,HSPC,all,61,21,0.03028991581468711,0.01451990632318502,True,0.4793643670724414,0.7185,0.888,1.0,184,83,24,False
+own5,own_ref,Cytotoxic CD4 T,adult,46,7,-1.4256266413522898,-2.11151012996112,True,1.481110179000464,0.991,0.9915,1.0,412,299,113,True
+own5,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.2559856870805923,-0.09597086226511164,True,0.37490714172193945,0.658,0.697,0.9878048780487805,43,38,15,False
+own5,own_ref,Cytotoxic CD4 T,all,61,21,-1.2044392372837032,-0.6058598355248694,True,0.5030223333567473,0.943,0.992,1.0,758,337,181,True
+own5,own_ref,Granulocyte-like (LDG),adult,46,7,1.196246114374691,0.034161490683229816,True,0.028557242755256028,0.787,0.9595,1.0,976,63,6,True
+own5,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.5609580774758105,0.03777777777777778,True,0.024201660712674204,0.8295,0.994,1.0,264,16,2,True
+own5,own_ref,Granulocyte-like (LDG),all,61,21,0.6940005086283612,0.0006245120999219533,True,0.0008998726833158287,0.499,0.862,0.6219512195121951,3236,79,27,True
+own58,own_ref,C1Q-high monocyte (reference),adult,46,7,6.064155662314116,1.8925065611815328,True,0.31208080177469283,0.9995,1.0,1.0,135,481,18,True
+own58,own_ref,C1Q-high monocyte (reference),paediatric,15,4,9.070543294694957,3.120432635369667,True,0.34401827255426903,1.0,1.0,1.0,39,122,1,True
+own58,own_ref,C1Q-high monocyte (reference),all,61,21,6.770408354117139,2.045950686918774,True,0.30219014569108155,1.0,1.0,1.0,626,603,73,True
+own58,own_ref,Cycling T/NK,adult,46,7,0.5085124217687798,0.07353536799543159,True,0.1446087939005511,0.7475,1.0,1.0,151,158,28,False
+own58,own_ref,Cycling T/NK,paediatric,15,4,-0.2427305245578104,0.5469406508983148,False,-2.253283355666508,0.074,0.5675,0.0,454,163,31,False
+own58,own_ref,Cycling T/NK,all,61,21,-0.36677933802225593,0.2169322745927053,False,-0.5914517316118336,0.026,0.7475,0.0,1461,321,84,False
+own58,own_ref,Cycling activated T (CD38/HLA-DR),adult,46,7,0.46354113198109204,0.12977967874985696,True,0.2799744613713173,0.902,0.978,1.0,419,159,24,False
+own58,own_ref,Cycling activated T (CD38/HLA-DR),paediatric,15,4,-1.4080793429830565,0.7148071269789243,False,-0.5076469096298117,0.071,0.7155,0.0,748,169,27,False
+own58,own_ref,Cycling activated T (CD38/HLA-DR),all,61,21,-0.8946774819863779,0.3414133319354045,False,-0.3816049233489066,0.002,0.82,0.0,2456,328,68,False
+own58,own_ref,Proliferating T (label),adult,46,7,-0.06114597070139549,0.002798202749907386,False,-0.045762667888164285,0.5,0.5845,0.21951219512195122,439,374,78,False
+own58,own_ref,Proliferating T (label),paediatric,15,4,-0.1777889168259632,0.9358828032423248,False,-5.264010940335816,0.082,0.5445,0.0,542,283,57,False
+own58,own_ref,Proliferating T (label),all,61,21,-0.6231075450308581,0.4086819299135487,False,-0.6558770362719802,0.049,0.795,0.0,1938,657,189,True
+own58,own_ref,Plasmablast (label),adult,46,7,0.9743555916610747,0.8202898550724635,True,0.8418793529721927,1.0,1.0,1.0,90,704,21,True
+own58,own_ref,Plasmablast (label),paediatric,15,4,-0.13589544487460703,1.9922222222222232,False,-14.659963209660777,0.0,0.535,0.0,1000,527,21,False
+own58,own_ref,Plasmablast (label),all,61,21,0.2860250987194062,1.0278948737965128,True,3.593722643217717,1.0,0.643,1.0,2043,1231,100,False
+own58,own_ref,Plasmablast (markers),adult,46,7,1.7884455731359585,0.9737060041407867,True,0.5444426259130923,1.0,1.0,1.0,955,915,37,True
+own58,own_ref,Plasmablast (markers),paediatric,15,4,-1.3027257346375167,2.3422222222222224,False,-1.797939627617739,0.0,0.576,0.0,2989,692,44,True
+own58,own_ref,Plasmablast (markers),all,61,21,0.04076619049098085,1.1340619307832427,True,27.818687915765484,1.0,0.5155,1.0,7179,1607,196,False
+own58,own_ref,MS1 monocyte (IL1R2+),adult,46,7,17.502327094005008,10.87715388971322,True,0.6214690098803446,1.0,1.0,1.0,48,1627,2,True
+own58,own_ref,MS1 monocyte (IL1R2+),paediatric,15,4,20.580755451010912,13.701941992963187,True,0.6657647735807559,1.0,1.0,1.0,4,554,1,True
+own58,own_ref,MS1 monocyte (IL1R2+),all,61,21,10.527008341658401,8.690131973256314,True,0.8255082252444848,1.0,0.9815,1.0,3647,2181,326,True
+own58,own_ref,Cycling monocyte (Ye 2026),adult,46,7,1.9439556204874229,0.5802301664348821,True,0.29847912180700736,1.0,1.0,1.0,90,137,2,True
+own58,own_ref,Cycling monocyte (Ye 2026),paediatric,15,4,7.032889896800119,0.9984301581413346,True,0.14196584516353775,0.953,0.999,1.0,45,33,1,True
+own58,own_ref,Cycling monocyte (Ye 2026),all,61,21,3.0069105375722542,0.4800436563812076,True,0.15964680371528095,0.9825,1.0,1.0,547,170,19,True
+own58,own_ref,ISG-high T,adult,46,7,1.6922932980138954,0.44874609956797906,True,0.2651704052096851,0.926,0.8925,1.0,538,299,26,True
+own58,own_ref,ISG-high T,paediatric,15,4,-15.621974468366378,-7.754844127692056,True,0.4964061452920167,0.675,0.6835,0.9878048780487805,3243,413,604,True
+own58,own_ref,ISG-high T,all,61,21,-1.6534595272694097,-0.9245094868619215,True,0.5591364479230369,0.611,0.634,0.9878048780487805,4812,712,666,True
+own58,own_ref,DN2 / ABC B,adult,46,7,-0.8818871601392404,-2.276772537955346,True,2.5817050535080566,0.9925,0.758,1.0,270,138,23,False
+own58,own_ref,DN2 / ABC B,paediatric,15,4,-1.1194213127637997,-1.4552875148016264,True,1.3000355614175225,0.993,0.6545,1.0,276,55,15,False
+own58,own_ref,DN2 / ABC B,all,61,21,-0.12058903294361034,-0.7289263004658109,True,6.044714703091369,0.9505,0.5555,1.0,1001,193,56,False
+own58,own_ref,HSPC,adult,46,7,0.005467452919245372,-0.061283643892339534,False,-11.208810537100705,0.1185,0.5575,0.0,68,30,11,False
+own58,own_ref,HSPC,paediatric,15,4,0.07324114638494389,0.018888888888888896,True,0.257899962264543,0.8155,0.868,1.0,29,8,1,False
+own58,own_ref,HSPC,all,61,21,0.028167637337759413,-0.031485818371064254,False,-1.117801184157421,0.074,0.8695,0.0,188,38,23,False
+own58,own_ref,Cytotoxic CD4 T,adult,46,7,-1.460390756738755,-3.623046992500051,True,2.4808750505863184,1.0,0.994,1.0,419,356,151,True
+own58,own_ref,Cytotoxic CD4 T,paediatric,15,4,-0.25386029128779314,0.16505077196403922,False,-0.6501638012261104,0.3755,0.6965,0.036585365853658534,44,26,8,False
+own58,own_ref,Cytotoxic CD4 T,all,61,21,-1.2151816660409027,-1.1935770471374652,True,0.9822210789487748,0.9975,0.9935,1.0,771,382,227,True
+own58,own_ref,Granulocyte-like (LDG),adult,46,7,1.2402979583618499,0.047204968944099396,True,0.0380593780920565,0.754,0.963,1.0,1038,118,13,True
+own58,own_ref,Granulocyte-like (LDG),paediatric,15,4,1.6126659914428525,0.22000000000000003,True,0.13642006538698445,0.992,0.992,1.0,290,57,2,True
+own58,own_ref,Granulocyte-like (LDG),all,61,21,0.6874280306366254,0.12459016393442622,True,0.18124102943408285,0.997,0.853,1.0,3460,175,21,True
diff --git a/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_confound_cross_depth_detection.csv b/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_confound_cross_depth_detection.csv
new file mode 100644
index 0000000000000000000000000000000000000000..298e82a3cd4f4e2907fdc0eae05d858514ceb9fb
--- /dev/null
+++ b/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_confound_cross_depth_detection.csv
@@ -0,0 +1,157 @@
+state,parent,arm,n_ref_genes,ref_genes,t_det_median_gene,t_det_q25,t_det_q75,t_det_pooled,n_genes_capped_at_1,screen_thin_library,gen_median_lib,gen_mean_detected_of_73
+C1Q-high monocyte (reference),Monocyte,zs,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.6497124956425784,0.17255739858766977,1.0,0.5525715607911663,9,0.421,1187.0,8.899788890354928
+C1Q-high monocyte (reference),Monocyte,xcal,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.5064257770311138,0.2795318170970578,0.9555335657510212,0.5612736876249841,6,0.799,2255.0,9.378077301821763
+C1Q-high monocyte (reference),Monocyte,r16,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.15437530769758293,0.08114154696882359,0.344954527578173,0.22606363510987346,0,0.398,1123.0,5.500577162138164
+C1Q-high monocyte (reference),Monocyte,r64,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.15283951278278085,0.0512142809008594,0.34688871299211954,0.21272545965013218,1,0.376,1061.0,5.290515607858781
+C1Q-high monocyte (reference),Monocyte,full20k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.19078471289594184,0.10037022545715878,0.38748804794335306,0.23113234344431105,0,0.338,954.0,5.774185484542954
+C1Q-high monocyte (reference),Monocyte,full108k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.21737236373159602,0.08640938707770487,0.4704273165129935,0.2837528585579511,3,0.37,1043.0,6.525238534933826
+C1Q-high monocyte (reference),Monocyte,s50k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.2313474987798006,0.12075064544619989,0.4910677826618324,0.30164504369359785,0,1.0,13373.0,6.334418480199786
+C1Q-high monocyte (reference),Monocyte,s100k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.20224826653439787,0.09270031554505849,0.37722674195913325,0.2696476324132387,0,1.0,18579.0,5.906987930732902
+C1Q-high monocyte (reference),Monocyte,s150k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1944109789384773,0.09395423768475408,0.4040013124118602,0.2806402266188823,0,1.0,20053.5,6.036127518407638
+C1Q-high monocyte (reference),Monocyte,s162k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1881124670453767,0.09230910861385505,0.40969533801032054,0.2738299359209221,0,1.0,20300.5,5.9420895809304115
+C1Q-high monocyte (reference),Monocyte,own5,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.4484658632927224,0.31366146314537624,0.5702748928994779,0.4711542799827448,1,0.821,2317.0,8.166517373061147
+C1Q-high monocyte (reference),Monocyte,own58,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.44123770784091865,0.3257826575330644,0.5495558673567082,0.4625490599619949,0,0.823,2321.0,8.172336399243058
+Cycling T/NK,T cell+NK cell,zs,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.5442323148275177,1.0,0.9401116398900984,11,0.419,787.0,6.040500427949666
+Cycling T/NK,T cell+NK cell,xcal,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.6968827859965364,1.0,1.0,11,0.769,1444.0,6.886149811978619
+Cycling T/NK,T cell+NK cell,r16,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.662262768682293,0.4200229328696942,1.0,0.7685031972729546,7,0.576,1082.0,5.47769222655838
+Cycling T/NK,T cell+NK cell,r64,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.735287527386747,0.43703336111086777,1.0,0.8208739754218703,7,0.516,968.0,5.62878860159654
+Cycling T/NK,T cell+NK cell,full20k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.719283644278176,0.5360347116222823,1.0,0.8186468702227915,6,0.57,1070.0,5.647951062700915
+Cycling T/NK,T cell+NK cell,full108k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.893196191985943,0.6425477426629302,1.0,1.0,10,0.546,1024.0,6.44760690802257
+Cycling T/NK,T cell+NK cell,s50k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.9301948878333619,0.5820332511023919,1.0,1.0,9,1.0,13939.0,6.056351686240707
+Cycling T/NK,T cell+NK cell,s100k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.7774607385917196,0.5645015294474032,1.0,0.9198055928666624,8,1.0,19068.0,5.81759271049988
+Cycling T/NK,T cell+NK cell,s150k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8159771676216934,0.5789132105614709,1.0,0.9747441708147092,8,1.0,20452.0,5.959355094955795
+Cycling T/NK,T cell+NK cell,s162k,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8119454227649506,0.5789864927133161,1.0,0.9752720668813027,8,1.0,20466.5,5.950901163597989
+Cycling T/NK,T cell+NK cell,own5,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.352653697858679,0.2758623560496167,0.5362719464497809,0.41805006916100285,0,0.929,1744.0,4.163818897637795
+Cycling T/NK,T cell+NK cell,own58,20,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.6278831628878243,0.5035757722537288,0.7012417366974328,0.6021825757870959,0,1.0,1878.0,4.9774405250205085
+Cycling activated T (CD38/HLA-DR),T cell,zs,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.678811124861279,1.0,1.0,10,0.441,874.0,5.062149629732161
+Cycling activated T (CD38/HLA-DR),T cell,xcal,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.6521436336441722,1.0,1.0,10,0.779,1543.0,6.224133442105081
+Cycling activated T (CD38/HLA-DR),T cell,r16,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8053620278050029,0.4968256206160953,1.0,0.7953617140074438,6,0.601,1190.0,4.4783662233939445
+Cycling activated T (CD38/HLA-DR),T cell,r64,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.9197984705562162,0.5022622227905758,1.0,0.8302847558924328,7,0.539,1067.0,4.580521960534691
+Cycling activated T (CD38/HLA-DR),T cell,full20k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.9293245715817511,0.5969299256725068,1.0,0.8466955663747909,6,0.619,1226.0,4.696341956345998
+Cycling activated T (CD38/HLA-DR),T cell,full108k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.6336996991760658,1.0,1.0,9,0.578,1146.0,5.30397327338054
+Cycling activated T (CD38/HLA-DR),T cell,s50k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8619366592039426,0.5569346033802725,1.0,0.8807262512370445,7,1.0,14115.0,4.686909262759924
+Cycling activated T (CD38/HLA-DR),T cell,s100k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8237236628197623,0.5425886686599126,1.0,0.8158209839584017,7,1.0,19185.0,4.550861516419711
+Cycling activated T (CD38/HLA-DR),T cell,s150k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8457206295940375,0.592785246208143,1.0,0.8863909611322885,7,1.0,20614.0,4.721359298326958
+Cycling activated T (CD38/HLA-DR),T cell,s162k,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8611555634588082,0.6003499519229609,1.0,0.9121014964358867,8,1.0,20605.0,4.755916758574553
+Cycling activated T (CD38/HLA-DR),T cell,own5,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.5402044222490505,0.45534353627009105,0.6061573870237702,0.5253207103259183,0,0.914,1811.0,3.7707934452077936
+Cycling activated T (CD38/HLA-DR),T cell,own58,17,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.730005111003625,0.5905558197659391,0.8886603940658757,0.6915433024827295,4,0.996,1973.0,4.348931466470154
+Plasmablast (markers),ALL,zs,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.7486433115053449,0.45451238738024674,1.0,0.9124135037767331,9,0.495,973.0,6.83069918699187
+Plasmablast (markers),ALL,xcal,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,1.0,0.4561595152515225,1.0,1.0,13,0.828,1628.0,7.255512195121951
+Plasmablast (markers),ALL,r16,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5628881401243311,0.23150142492063056,1.0,0.5264946364585852,8,0.577,1135.0,5.312463414634147
+Plasmablast (markers),ALL,r64,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5555481977057527,0.18939547475596916,1.0,0.5122322862917755,8,0.515,1013.0,5.214227642276422
+Plasmablast (markers),ALL,full20k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5682369293110218,0.29917295697025986,1.0,0.5584599001812446,9,0.544,1070.0,5.535186991869919
+Plasmablast (markers),ALL,full108k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.7867815695095378,0.3272770921115344,1.0,0.6967209667910799,10,0.536,1055.0,6.158186991869918
+Plasmablast (markers),ALL,s50k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.656575393130347,0.4623794828162129,1.0,0.6833225582024229,7,1.0,13891.0,5.797837398373984
+Plasmablast (markers),ALL,s100k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5490962364562576,0.361297192432331,1.0,0.6225905105406959,7,1.0,19138.0,5.553674796747967
+Plasmablast (markers),ALL,s150k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.6363470533065347,0.4273263039918415,1.0,0.6404712418267117,9,1.0,20524.0,5.6126910569105695
+Plasmablast (markers),ALL,s162k,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.563645356020939,0.3768988240343247,1.0,0.6389960690660057,7,1.0,20606.0,5.602520325203252
+Plasmablast (markers),ALL,own5,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.35748337680550485,0.2718657517578554,0.5204433823946749,0.44527576406705105,0,0.908,1786.0,4.945552845528455
+Plasmablast (markers),ALL,own58,25,HLA-DRA HLA-DRB1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5600051584638518,0.3648887134980819,0.7177922658008403,0.5681550328863703,0,0.957,1882.0,5.549349593495935
+MS1 monocyte (IL1R2+),Monocyte,zs,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.9008835932537835,0.28959233606410384,1.0,0.7587549992989578,8,0.421,1187.0,8.899788890354928
+MS1 monocyte (IL1R2+),Monocyte,xcal,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.510413124065497,0.2494275786270494,0.9965005225415114,0.5635308326312082,5,0.799,2255.0,9.378077301821763
+MS1 monocyte (IL1R2+),Monocyte,r16,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.19269108102777455,0.12413769478146437,0.5944467187991394,0.29032230078246524,0,0.398,1123.0,5.500577162138164
+MS1 monocyte (IL1R2+),Monocyte,r64,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.16796492010699285,0.1157542712084186,0.522084917341593,0.2776087490845741,1,0.376,1061.0,5.290515607858781
+MS1 monocyte (IL1R2+),Monocyte,full20k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.20389935077455812,0.13305441403398793,0.4943701448331839,0.3010657750131573,0,0.338,954.0,5.774185484542954
+MS1 monocyte (IL1R2+),Monocyte,full108k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.2796444009248837,0.16329140983106447,0.6997540705828131,0.3875927701650687,3,0.37,1043.0,6.525238534933826
+MS1 monocyte (IL1R2+),Monocyte,s50k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.33426723817950177,0.21324192193501748,0.588217294546564,0.3967624111541982,0,1.0,13373.0,6.334418480199786
+MS1 monocyte (IL1R2+),Monocyte,s100k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.3186855949644989,0.17065169129140195,0.570918507708249,0.3656672648808563,0,1.0,18579.0,5.906987930732902
+MS1 monocyte (IL1R2+),Monocyte,s150k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.36531123464493925,0.16676075523980563,0.6471739327016323,0.3851361173180931,0,1.0,20053.5,6.036127518407638
+MS1 monocyte (IL1R2+),Monocyte,s162k,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.3569743298757129,0.1672340913504097,0.5864630962810083,0.37519460549039146,0,1.0,20300.5,5.9420895809304115
+MS1 monocyte (IL1R2+),Monocyte,own5,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.40131825667073134,0.30387758089011147,0.49204322255459876,0.4270958387596658,0,0.821,2317.0,8.166517373061147
+MS1 monocyte (IL1R2+),Monocyte,own58,18,HLA-DRA HLA-DRB1 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.4094901287841295,0.3239127240977108,0.5444625298257083,0.44896071966247353,0,0.823,2321.0,8.172336399243058
+Cycling monocyte (Ye 2026),Monocyte,zs,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.6497124956425784,0.17255739858766977,1.0,0.5525715607911663,9,0.421,1187.0,8.899788890354928
+Cycling monocyte (Ye 2026),Monocyte,xcal,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.5064257770311138,0.2795318170970578,0.9555335657510212,0.5612736876249841,6,0.799,2255.0,9.378077301821763
+Cycling monocyte (Ye 2026),Monocyte,r16,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.15437530769758293,0.08114154696882359,0.344954527578173,0.22606363510987346,0,0.398,1123.0,5.500577162138164
+Cycling monocyte (Ye 2026),Monocyte,r64,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.15283951278278085,0.0512142809008594,0.34688871299211954,0.21272545965013218,1,0.376,1061.0,5.290515607858781
+Cycling monocyte (Ye 2026),Monocyte,full20k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.19078471289594184,0.10037022545715878,0.38748804794335306,0.23113234344431105,0,0.338,954.0,5.774185484542954
+Cycling monocyte (Ye 2026),Monocyte,full108k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.21737236373159602,0.08640938707770487,0.4704273165129935,0.2837528585579511,3,0.37,1043.0,6.525238534933826
+Cycling monocyte (Ye 2026),Monocyte,s50k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.2313474987798006,0.12075064544619989,0.4910677826618324,0.30164504369359785,0,1.0,13373.0,6.334418480199786
+Cycling monocyte (Ye 2026),Monocyte,s100k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.20224826653439787,0.09270031554505849,0.37722674195913325,0.2696476324132387,0,1.0,18579.0,5.906987930732902
+Cycling monocyte (Ye 2026),Monocyte,s150k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1944109789384773,0.09395423768475408,0.4040013124118602,0.2806402266188823,0,1.0,20053.5,6.036127518407638
+Cycling monocyte (Ye 2026),Monocyte,s162k,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1881124670453767,0.09230910861385505,0.40969533801032054,0.2738299359209221,0,1.0,20300.5,5.9420895809304115
+Cycling monocyte (Ye 2026),Monocyte,own5,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.4484658632927224,0.31366146314537624,0.5702748928994779,0.4711542799827448,1,0.821,2317.0,8.166517373061147
+Cycling monocyte (Ye 2026),Monocyte,own58,26,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.44123770784091865,0.3257826575330644,0.5495558673567082,0.4625490599619949,0,0.823,2321.0,8.172336399243058
+ISG-high monocyte (positive control),Monocyte,zs,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.2572605652041773,0.14090245250955813,1.0,0.5032070860712667,6,0.421,1187.0,8.899788890354928
+ISG-high monocyte (positive control),Monocyte,xcal,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.4311556161883451,0.22260597332207185,0.701068116007381,0.4847576800216915,3,0.799,2255.0,9.378077301821763
+ISG-high monocyte (positive control),Monocyte,r16,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.12838862696979716,0.04184995404460265,0.23909920593766343,0.1872343719190803,0,0.398,1123.0,5.500577162138164
+ISG-high monocyte (positive control),Monocyte,r64,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.11384802588041013,0.035569616358793466,0.2367523934932465,0.16980435802765112,0,0.376,1061.0,5.290515607858781
+ISG-high monocyte (positive control),Monocyte,full20k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.14919047572626817,0.09164392891265094,0.22945347642741395,0.19628510632627794,0,0.338,954.0,5.774185484542954
+ISG-high monocyte (positive control),Monocyte,full108k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1788548800230318,0.07589536460222102,0.2747162166533107,0.2292277064684757,0,0.37,1043.0,6.525238534933826
+ISG-high monocyte (positive control),Monocyte,s50k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.20473686462532126,0.09441983949937116,0.3275634504282289,0.2755834314362979,0,1.0,13373.0,6.334418480199786
+ISG-high monocyte (positive control),Monocyte,s100k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.17178803730809963,0.06845151604846832,0.2702555254072391,0.2418931521931375,0,1.0,18579.0,5.906987930732902
+ISG-high monocyte (positive control),Monocyte,s150k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.16927146781986935,0.06905013668761693,0.27034993408750396,0.24751022654969412,0,1.0,20053.5,6.036127518407638
+ISG-high monocyte (positive control),Monocyte,s162k,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.1685688197705047,0.06826497517298022,0.2633441053380312,0.241616726734042,0,1.0,20300.5,5.9420895809304115
+ISG-high monocyte (positive control),Monocyte,own5,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.4484658632927224,0.3219794801101045,0.5302147095177788,0.4677037279547335,1,0.821,2317.0,8.166517373061147
+ISG-high monocyte (positive control),Monocyte,own58,20,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R PPBP PF4 NRGN,0.44123770784091865,0.3235754208468039,0.5343038029031987,0.4586841549454586,0,0.823,2321.0,8.172336399243058
+ISG-high T,T cell,zs,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.6436148969313928,1.0,1.0,10,0.441,874.0,5.062149629732161
+ISG-high T,T cell,xcal,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,1.0,0.8794273967400563,1.0,1.0,11,0.779,1543.0,6.224133442105081
+ISG-high T,T cell,r16,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.6423321411544243,0.4574089991459273,1.0,0.7491354560948418,6,0.601,1190.0,4.4783662233939445
+ISG-high T,T cell,r64,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.6773004059505969,0.42648172110316834,1.0,0.80019793735877,7,0.539,1067.0,4.580521960534691
+ISG-high T,T cell,full20k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.7478081059768608,0.5235743422040322,1.0,0.8413722208903112,6,0.619,1226.0,4.696341956345998
+ISG-high T,T cell,full108k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.9326316937130172,0.5640265298399642,1.0,1.0,7,0.578,1146.0,5.30397327338054
+ISG-high T,T cell,s50k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8480162049478233,0.5467020443514101,1.0,0.9224635459121442,7,1.0,14115.0,4.686909262759924
+ISG-high T,T cell,s100k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8172343188223021,0.5350394427023756,1.0,0.8642321466602969,7,1.0,19185.0,4.550861516419711
+ISG-high T,T cell,s150k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.9107421847617371,0.5669376003633845,1.0,0.9491838467933166,7,1.0,20614.0,4.721359298326958
+ISG-high T,T cell,s162k,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.8978335981209282,0.5788126036991871,1.0,0.9681177068514536,8,1.0,20605.0,4.755916758574553
+ISG-high T,T cell,own5,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.5415193871206602,0.4436747586459374,0.58310329744415,0.5247267461170683,0,0.914,1811.0,3.7707934452077936
+ISG-high T,T cell,own58,16,HLA-DRA HLA-DRB1 PRDM1 ALOX5AP PLAC8 TBX21 ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7,0.7556680960565038,0.6126063141828726,0.9164952955494068,0.6998641873524648,4,0.996,1973.0,4.348931466470154
+DN2 / ABC B,B cell,zs,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.2802972404203844,0.13253588102978747,0.5742777525801309,0.33103048917532585,2,0.575,1111.0,4.42465603843634
+DN2 / ABC B,B cell,xcal,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.5342046713636718,0.2580563184669278,0.7487596966266756,0.4920375643290582,2,0.987,1907.0,4.980940934065934
+DN2 / ABC B,B cell,r16,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.3780678559174066,0.27692181143785394,0.5703162192798222,0.4453875190471851,2,0.646,1248.0,4.659078309078309
+DN2 / ABC B,B cell,r64,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.24401579919651217,0.1559965697907499,0.6239113262365752,0.3566358523393907,2,0.541,1046.0,4.267758753480656
+DN2 / ABC B,B cell,full20k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.41826469880800365,0.34567280407975687,0.6793356586963655,0.5000599598464198,2,0.596,1153.0,5.0560447563559325
+DN2 / ABC B,B cell,full108k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.5167123224896526,0.33084656889531266,0.7483112927005593,0.5542774154062069,3,0.567,1096.0,5.315053128689493
+DN2 / ABC B,B cell,s50k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.3523292120714624,0.17609092045467373,0.5166251856987183,0.3552926474203591,2,1.0,14355.0,4.329365598430346
+DN2 / ABC B,B cell,s100k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.3153614269249639,0.20062111482021155,0.55172266021955,0.3536949074706119,2,1.0,20102.0,4.313293198828506
+DN2 / ABC B,B cell,s150k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.28341953381104257,0.19372799894359855,0.5454865463697155,0.335484354292833,0,1.0,21365.0,4.255990914253265
+DN2 / ABC B,B cell,s162k,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.2816249057487241,0.22078588500564467,0.5830820490116697,0.3511138700880589,0,1.0,21460.0,4.328381166760458
+DN2 / ABC B,B cell,own5,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.4710801418947814,0.1272886037429644,0.6428530370867546,0.3957011722672361,2,0.915,1769.0,4.40531561461794
+DN2 / ABC B,B cell,own58,15,CD38 HLA-DRA HLA-DRB1 JCHAIN MZB1 TXNDC5 IRF4 IGLL5 ALOX5AP PLAC8 ISG15 IFI6 MX1 OAS1 CCR7,0.48077415334634505,0.2621251191559546,0.6605430013826485,0.4673121774298934,0,0.934,1805.0,4.766686771210294
+HSPC,ALL,zs,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.7090012966909421,0.41998290138206573,1.0,0.8668616019921981,9,0.495,973.0,6.83069918699187
+HSPC,ALL,xcal,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.82150957862619,0.4342215549402683,1.0,1.0,13,0.828,1628.0,7.255512195121951
+HSPC,ALL,r16,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5628881401243311,0.2315696883921564,1.0,0.5212730766135997,8,0.577,1135.0,5.312463414634147
+HSPC,ALL,r64,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5216641790569776,0.2019277636850026,1.0,0.5028348161185173,8,0.515,1013.0,5.214227642276422
+HSPC,ALL,full20k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5682369293110218,0.31070345222263773,1.0,0.5620850978201011,10,0.544,1070.0,5.535186991869919
+HSPC,ALL,full108k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.7867815695095378,0.34018842956784523,1.0,0.7081140866300075,11,0.536,1055.0,6.158186991869918
+HSPC,ALL,s50k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.6525966675573228,0.39469343006204244,0.9584021502589612,0.6678076298226394,7,1.0,13891.0,5.797837398373984
+HSPC,ALL,s100k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.530036068131345,0.35903854720461104,0.987460276885094,0.609973642632789,7,1.0,19138.0,5.553674796747967
+HSPC,ALL,s150k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5133578768160703,0.394176925568774,1.0,0.6262370036690704,9,1.0,20524.0,5.6126910569105695
+HSPC,ALL,s162k,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5508528377899197,0.3576138628559985,0.9655268115791253,0.6280845469615234,7,1.0,20606.0,5.602520325203252
+HSPC,ALL,own5,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.35748337680550485,0.2671931565333209,0.5103617883838827,0.4342903145698792,0,0.908,1786.0,4.945552845528455
+HSPC,ALL,own58,27,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 CSF3R PPBP NRGN,0.5536483884814712,0.36133127266883314,0.7088420336779748,0.5539986328247282,0,0.957,1882.0,5.549349593495935
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,zs,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5055567915568232,0.29511289586132444,0.7279407681386555,0.46552181969400935,0,0.619,1400.0,2.1841701801456495
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,xcal,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.7102787401269037,0.5772179008558255,0.876821498760539,0.6870566959526624,1,0.919,2078.0,2.601696004111525
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,r16,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5610318895389715,0.4817578204772487,0.8262064604932435,0.5779427868297802,0,0.691,1563.0,1.9654275495827462
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,r64,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5584447266623075,0.44822161176672914,0.8240097605084945,0.5729624127111915,0,0.622,1406.0,1.9403973509933774
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,full20k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.6047508235960793,0.5724476437837667,0.7819302150976085,0.610784583948879,0,0.782,1770.0,2.1430040595399187
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,full108k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.7339539233799446,0.5786846796724793,0.9604858210532731,0.7757851027272522,2,0.69,1560.0,2.466187873395195
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,s50k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5599003407779208,0.5262586578146046,0.5945574996716191,0.5615779224251392,0,1.0,14040.5,1.831369941098233
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,s100k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5107322177389682,0.4713204783021334,0.5903976952577883,0.5375488763922864,0,1.0,18867.0,1.8197443807844866
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,s150k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5295217727259612,0.47207820932486155,0.6083315342789846,0.53108154731481,0,1.0,20509.5,1.8418548724383104
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,s162k,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.5494665712025055,0.4969792367530445,0.6193686652552122,0.5529682091666775,0,1.0,20458.0,1.8742113947393964
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,own5,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.6059871700426778,0.5319195967002088,0.6387769550543929,0.5870791913695012,0,0.949,2147.0,2.106640989378028
+Cytotoxic CD4 T,Naive CD4 T cell+Memory CD4 T cell+Treg,own58,6,PRDM1 ALOX5AP PLAC8 ISG15 IFI6 MX1,0.7252094001356946,0.6227710483296012,0.7496728593191279,0.6873774900151995,0,1.0,2342.0,2.397936917278318
+Granulocyte-like (LDG),ALL,zs,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.7029826215933787,0.4027181583829752,1.0,0.8197070553214264,8,0.495,973.0,6.83069918699187
+Granulocyte-like (LDG),ALL,xcal,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.910754789313095,0.42325257478464123,1.0,1.0,13,0.828,1628.0,7.255512195121951
+Granulocyte-like (LDG),ALL,r16,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.6092099964322929,0.24527035305945452,1.0,0.5306728281124726,8,0.577,1135.0,5.312463414634147
+Granulocyte-like (LDG),ALL,r64,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5386061883813651,0.20575561179704777,1.0,0.5121923956263477,8,0.515,1013.0,5.214227642276422
+Granulocyte-like (LDG),ALL,full20k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5688323327327677,0.3223654107046884,1.0,0.5739119321514419,10,0.544,1070.0,5.535186991869919
+Granulocyte-like (LDG),ALL,full108k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.794523518900323,0.3541619843005268,1.0,0.7231475185642194,11,0.536,1055.0,6.158186991869918
+Granulocyte-like (LDG),ALL,s50k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.6545860303438349,0.36085040368495724,0.9792010751294806,0.673019522621834,7,1.0,13891.0,5.797837398373984
+Granulocyte-like (LDG),ALL,s100k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5395661522938013,0.3579092245907511,0.993730138442547,0.6171986792174353,7,1.0,19138.0,5.553674796747967
+Granulocyte-like (LDG),ALL,s150k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5748524650613025,0.3776022363572402,1.0,0.6312546420894011,9,1.0,20524.0,5.6126910569105695
+Granulocyte-like (LDG),ALL,s162k,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5572490969054293,0.3792170781787792,0.9827634057895627,0.6369394865869162,7,1.0,20606.0,5.602520325203252
+Granulocyte-like (LDG),ALL,own5,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.3583058054161794,0.27556666101386473,0.5154025853892787,0.43945238537191544,0,0.908,1786.0,4.945552845528455
+Granulocyte-like (LDG),ALL,own58,26,HLA-DRA HLA-DRB1 JCHAIN PRDM1 ALOX5AP PLAC8 CLU ISG15 IFI6 MX1 OAS1 ITGAX TBX21 FGR ZEB2 GZMH GZMB GZMA PRF1 NKG7 GNLY FGFBP2 CX3CR1 CCR7 PPBP NRGN,0.5568267734726615,0.36916048441120175,0.7133171497394076,0.5598461065517301,0,0.957,1882.0,5.549349593495935
+Platelet signal in monocytes (negative control),Monocyte,zs,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.824346058219643,0.24295069299848404,1.0,0.606565265728049,9,0.421,1187.0,8.899788890354928
+Platelet signal in monocytes (negative control),Monocyte,xcal,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.5373090665857487,0.3659330542192382,0.9930010450830229,0.6309444145239984,6,0.799,2255.0,9.378077301821763
+Platelet signal in monocytes (negative control),Monocyte,r16,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.18242878722969408,0.11231497394444251,0.44441653472454945,0.24159495285250368,0,0.398,1123.0,5.500577162138164
+Platelet signal in monocytes (negative control),Monocyte,r64,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.15935474651877193,0.07575735510364807,0.4032367858167402,0.22388701122416,1,0.376,1061.0,5.290515607858781
+Platelet signal in monocytes (negative control),Monocyte,full20k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.20143187646892155,0.11288002519264828,0.4276726345295355,0.24032699819917192,0,0.338,954.0,5.774185484542954
+Platelet signal in monocytes (negative control),Monocyte,full108k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.2592627338237342,0.11749907408566959,0.5335609977967664,0.2970148470854789,3,0.37,1043.0,6.525238534933826
+Platelet signal in monocytes (negative control),Monocyte,s50k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.2364446774082304,0.16226839248203306,0.5365315442086447,0.31599536601462624,0,1.0,13373.0,6.334418480199786
+Platelet signal in monocytes (negative control),Monocyte,s100k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.2095504194482701,0.1368920476542061,0.46564218357440323,0.2804898404299246,0,1.0,18579.0,5.906987930732902
+Platelet signal in monocytes (negative control),Monocyte,s150k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.21031688165214332,0.1481828261272747,0.5262449462439485,0.2966889115939422,0,1.0,20053.5,6.036127518407638
+Platelet signal in monocytes (negative control),Monocyte,s162k,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.20495845573435958,0.14950115404315373,0.4858119076038506,0.28948382618271407,0,1.0,20300.5,5.9420895809304115
+Platelet signal in monocytes (negative control),Monocyte,own5,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.47487367466149955,0.30626201041720347,0.5984990692358672,0.4785183072425391,1,0.821,2317.0,8.166517373061147
+Platelet signal in monocytes (negative control),Monocyte,own58,23,HLA-DRA HLA-DRB1 RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163 IL1R2 ISG15 IFI6 IFI44L MX1 OAS1 IFIT3 ITGAX FGR TFEC ZEB2 NKG7 CX3CR1 CSF3R,0.46736284381636817,0.3272853968111515,0.5545932081664406,0.4690486140117098,0,0.823,2321.0,8.172336399243058