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/cross_spearman.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/cross_spearman.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c485b73bedb7e96eded4607d88ad193c9395454b
--- /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/cross_spearman.csv
@@ -0,0 +1,226 @@
+comparison,kind,variant,state,is_control,informative,spearman_scratch,spearman_comparator,diff_scratch_minus_comparator,diff_ci_lo,diff_ci_hi,n_boot_finite,verdict
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.01833193860876224,0.0821040489937467,-0.23260673012915722,0.3747805855420131,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.12782965207988436,0.07379529296563217,-0.22706886188060235,0.38532694711004933,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,-0.0823151553570747,0.2455401303523993,-0.023542468795533754,0.49133991500147856,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.06790526571459832,0.02518455896815136,-0.19429703090251013,0.2384498518031669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.35550088664881113,-0.040125003660768155,-0.22345377188792073,0.1524256502661955,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4775983494497639,0.029802364118473423,-0.16171218480056196,0.23774596713650614,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.40014385460982327,0.1223769380215276,-0.061654557109607336,0.30538718392540704,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.03377748831800565,0.038174810971624666,-0.26162109198938766,0.3329204996450166,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.42192549038962374,-0.015904560796489497,-0.20114730427606645,0.1601356604471029,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.5334285073517612,-0.15024559934296317,-0.35139748562266865,0.03961980869514949,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.10903042463381012,-0.004403589550677239,-0.2937266711336228,0.2889738570543258,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.06767279722261316,0.20737466057408765,-0.014396606321240981,0.4354290161966371,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5410403942321702,-0.13656934037753998,-0.31813996178947485,0.04448937768019048,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,-0.06285102421788866,0.24604726213724448,-0.03797430428602233,0.5044330231536601,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.14839958864531766,0.010929218125990015,-0.24816008043836968,0.275887578736466,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.07654327400975368,0.01833193860876224,0.05821133540099144,-0.2542228353141866,0.35095130734087704,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.06252488388735361,-0.12782965207988436,0.06530476819253075,-0.22493875445305941,0.37147258887125745,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1199378881541543,-0.0823151553570747,0.20225304351122902,-0.06326347296404902,0.4395357223017628,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.06790526571459832,0.02518455896815136,-0.19429703090251013,0.2384498518031669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.35550088664881113,-0.040125003660768155,-0.22345377188792073,0.1524256502661955,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.47318046281629683,0.4775983494497639,-0.004417886633467094,-0.20067083014813938,0.21273259633092984,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.48118322913233635,0.40014385460982327,0.08103937452251309,-0.08692980508203532,0.24453471759174286,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.05898116855961267,0.03377748831800565,0.025203680241607018,-0.27496035000426183,0.3178412287266533,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3906520066747697,0.42192549038962374,-0.031273483714854056,-0.20168717554845933,0.12939245296017332,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.36187217759212126,0.5334285073517612,-0.17155632975963991,-0.38198403743087,0.029624215039163695,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.10448506430388746,0.10903042463381012,-0.004545360329922657,-0.2942775892478159,0.2917306973200806,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,HSPC,False,True,0.27089181775791343,0.06767279722261316,0.20321902053530028,-0.01723747425768637,0.4289034041988188,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3857756053434814,0.5410403942321702,-0.15526478888868883,-0.3303514542522789,0.026101134621977305,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.18999705721298396,-0.06285102421788866,0.2528480814308726,-0.03009714932318541,0.507809356972535,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.16816306169558448,0.14839958864531766,0.019763473050266822,-0.24910828883779917,0.29491797279879833,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.05501234565089339,0.045423641951615544,-0.23089660918999377,0.3227996561331444,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.15968333113169964,0.10564897201744744,-0.14327035885304326,0.3749786894720304,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.08429670983173067,0.07892826516359393,-0.21119088456108553,0.3427326032004637,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.13795317758141612,-0.04486335289866644,-0.26884562835400627,0.18485142353025724,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3751913785763228,-0.05981549558827981,-0.25588846210936833,0.1313780545219782,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4388444731118488,0.06855624045638853,-0.142061468304533,0.2994997819133376,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.41871855599583496,0.10380223663551591,-0.0827276189095354,0.30732593423721855,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.09692232551674505,-0.024970026227114736,-0.3209653012092389,0.3037608820658832,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.48656533097121946,-0.08054440137808522,-0.25942095443109137,0.0845573626818764,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.513585064433802,-0.13040215642500402,-0.33030445995037166,0.06491315652865005,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.31486762872563817,-0.2102407936425053,-0.48586581647504323,0.044700470437533245,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.09636977747707148,0.17867768031962933,-0.013514410750989704,0.3799143781934355,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5814465540091032,-0.17697550015447294,-0.3823892143543064,0.03648772284505674,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.14283563308620756,0.04036060483314827,-0.20690980076827042,0.2888547466571699,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.3568928448911638,-0.19756403811985612,-0.4214066522516026,-0.0009353646469626084,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.0978919972822017,0.05501234565089339,0.04287965163130831,-0.23036890113471548,0.32026497770162976,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.05090193249893324,-0.15968333113169964,0.1087813986327664,-0.13943304581601146,0.37410113374002,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.11910568665939253,0.08429670983173067,0.03480897682766186,-0.24642021595309954,0.2972781447356315,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.13795317758141612,-0.04486335289866644,-0.26884562835400627,0.18485142353025724,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.3751913785763228,-0.05981549558827981,-0.25588846210936833,0.1313780545219782,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.4564406393262483,0.4388444731118488,0.017596166214399467,-0.19554066122916394,0.24286151621054938,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5264427546382824,0.41871855599583496,0.10772419864244742,-0.08301632528435743,0.31314410493801487,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.0450657160188162,0.09692232551674505,-0.051856609497928856,-0.3514142620364644,0.26447359761548556,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3976597384924833,0.48656533097121946,-0.08890559247873614,-0.2619566487887076,0.06810513495277491,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.3899346012834455,0.513585064433802,-0.12365046315035655,-0.32649732450707414,0.06796694241176246,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.1579326480794174,0.31486762872563817,-0.15693498064622077,-0.4202953018124646,0.09294168547254023,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,HSPC,False,True,0.2948596195938382,0.09636977747707148,0.19848984211676673,0.013272037378265848,0.39192369273030964,2000,scratch_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.39042560346575844,0.5814465540091032,-0.19102095054334473,-0.39041708870684233,0.015891092302293023,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.1894247769201738,0.14283563308620756,0.04658914383396623,-0.19845998548046576,0.29391775212096316,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.20955252662057314,0.3568928448911638,-0.14734031827059066,-0.35302989785947575,0.03994298509422432,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.018448795221812152,0.08198719238069678,-0.13427899536730653,0.2996262568789615,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.023242466665731678,-0.030791892448520517,-0.34451816875178304,0.27302228949470053,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.03832239084742432,0.12490258414790027,-0.20952405145239744,0.42980165033526746,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.03557901611007419,0.05751080857267549,-0.14723492571321073,0.2632564249069096,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.22785448873535893,0.08752139425268404,-0.11868495705672036,0.2862886846735603,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.3469220163427908,0.16047869722544655,-0.03978515619044657,0.3685049858314474,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5045827422300467,0.01793805040130414,-0.18704425022252838,0.20973404014872166,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.318144606641071,-0.2461923073514407,-0.5106967754049303,0.05115451673381198,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.45796784727095036,-0.05194691767781612,-0.2547387529323954,0.14764065900471088,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.4724171417175093,-0.08923423370871131,-0.29060076279298847,0.099821984939713,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.3903288195291377,-0.28570198444600486,-0.5502205522550163,-0.012889148498432833,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.07030085169808331,0.2047466060986175,-0.042671160994458265,0.4442557141985308,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.6157215644177935,-0.21125051056316324,-0.4219008171278875,-0.000803475113580742,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.13495023062255224,0.04824600729680359,-0.22074433712397248,0.2975960342357922,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.268670363681688,-0.10934155691038033,-0.3413848171177273,0.11646095900855158,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.11819778735822228,0.018448795221812152,0.09974899213641013,-0.10841984738700126,0.32325839450601235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.01850614742161175,-0.023242466665731678,0.004736319244119928,-0.3118033834862014,0.29964526116500323,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.08985254320715977,0.03832239084742432,0.051530152359735445,-0.2704860021443582,0.36318684500877035,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.03557901611007419,0.05751080857267549,-0.14723492571321073,0.2632564249069096,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.22785448873535893,0.08752139425268404,-0.11868495705672036,0.2862886846735603,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.4621694273260958,0.3469220163427908,0.11524741098330499,-0.08604306663381668,0.3212889076712644,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5175839089568686,0.5045827422300467,0.013001166726821833,-0.19131623617982357,0.19950538149929875,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.07021972126604342,0.318144606641071,-0.2479248853750276,-0.5072026602655073,0.043108097471587406,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.370040951404961,0.45796784727095036,-0.08792689586598934,-0.28747980252418154,0.11077145803833438,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.3408680227701517,0.4724171417175093,-0.1315491189473576,-0.3530558729211961,0.07421678676831628,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.12018410576640894,0.3903288195291377,-0.2701447137627288,-0.5334388671627704,0.0026775827469816237,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,HSPC,False,True,0.24511995685580196,0.07030085169808331,0.17481910515771865,-0.06643739060854503,0.41033599120704345,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3928649467430186,0.6157215644177935,-0.22285661767477488,-0.434689158849482,-0.0031107876335591277,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.1859322171779153,0.13495023062255224,0.05098198655536307,-0.22297454350200896,0.3068330509875818,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.18188923432682688,0.268670363681688,-0.08678112935486113,-0.31123183692609857,0.13011088955617142,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.11200068662846516,-0.011564699025956221,-0.27742869217399996,0.2578254868160575,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.1625998904478673,-0.2166342495621195,-0.4677505512438235,0.021365010311216178,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.13389747294577425,0.02932750204955034,-0.2254348581999524,0.28224203864796976,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.08145761690846956,0.011632207774280118,-0.20689101136317456,0.22877158284288154,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.41326432375254524,-0.09788844076450226,-0.283419712864371,0.10211342711526451,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4886741718763076,0.018726541691929777,-0.1840367947873519,0.22332260704142234,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.6470298105841801,-0.1245090179528292,-0.32450545523914676,0.04346218404619091,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.4166828651083665,-0.3447305658187362,-0.6154408724134882,-0.060938098843707045,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.5012422082558489,-0.09522127866271463,-0.2789819706502872,0.07433407438335432,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.5523371840860498,-0.1691542760772518,-0.3475883368298726,-0.012465183323338624,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,-0.06334723274496683,0.1679740678280997,-0.15422878442195523,0.49098380523397855,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.1329464835718879,0.1421009742248129,-0.08180634266230585,0.37173078057766723,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4900451791659197,-0.0855741253112895,-0.2984337580748362,0.14528591194352358,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.30763203623377827,-0.12443579831442245,-0.3984532438057937,0.15835369860539494,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.2202232996169378,-0.060894492845630116,-0.31237482779236425,0.1911409048007994,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.07654327400975368,0.11200068662846516,-0.03545741261871148,-0.2984024210315632,0.23452405044535826,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.06252488388735361,0.1625998904478673,-0.2251247743352209,-0.4793018385584812,0.01886843624016324,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1199378881541543,0.13389747294577425,-0.013959584791619947,-0.2663062099973201,0.23912358215557528,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.08145761690846956,0.011632207774280118,-0.20689101136317456,0.22877158284288154,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.41326432375254524,-0.09788844076450226,-0.283419712864371,0.10211342711526451,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.47318046281629683,0.4886741718763076,-0.01549370906001074,-0.22551652849448664,0.19926058264779797,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.48118322913233635,0.6470298105841801,-0.16584658145184372,-0.3788866174415381,0.017230812394259314,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.05898116855961267,0.4166828651083665,-0.35770169654875383,-0.6444675828099082,-0.07240295681947835,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3906520066747697,0.5012422082558489,-0.11059020158107918,-0.3004134728867024,0.0586046123099669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.36187217759212126,0.5523371840860498,-0.19046500649392856,-0.38903161820876336,-0.010945709498787192,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.10448506430388746,-0.06334723274496683,0.16783229704885427,-0.15531614084534018,0.4959165332361562,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,HSPC,False,True,0.27089181775791343,0.1329464835718879,0.13794533418602553,-0.08972061451639717,0.36872652315148335,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3857756053434814,0.4900451791659197,-0.10426957382243834,-0.317057986641715,0.1338981067645036,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.18999705721298396,0.30763203623377827,-0.11763497902079431,-0.39135413162024574,0.1656694995394611,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.16816306169558448,0.2202232996169378,-0.05206023792135331,-0.30642876391661916,0.19816122031247235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.08436641731903877,0.01606957028347017,-0.19654610443129122,0.22506787983989224,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.09559875785800981,-0.149633116972262,-0.43918579678417513,0.1386547744930983,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.2324602180121701,-0.0692352430168455,-0.3285058377088442,0.193350891389053,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.0744340444101552,0.01865578027259447,-0.18333760204561406,0.20395495204104827,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3299244706562059,-0.014548587668162916,-0.2253737643431966,0.19977551272898653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.43508894491493233,0.07231176865330502,-0.13503142611230085,0.2952222047543916,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5426304960743793,-0.020109703443028426,-0.21291732597977198,0.16022637771433748,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.13765172027929434,-0.06569942098966403,-0.3604832150604184,0.24928362562686396,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.4317905517821625,-0.025769622189028285,-0.20732947938466478,0.14875970629355834,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high T,False,True,0.383182908008798,0.4429155468969315,-0.059732638888133516,-0.22762997887122569,0.10287289980287008,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.05917676531946926,0.045450069763663614,-0.2242145149790737,0.32792012606233784,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,HSPC,False,True,0.2750474577967008,0.15716369223205343,0.11788376556464739,-0.13563796272754924,0.3795317683247653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5690688314846368,-0.1645977776300066,-0.36194820911645337,0.04529775174628533,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.0029172406103594537,0.18027899730899638,-0.1429836143952405,0.50454784143211,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.21802335832336348,-0.0586945515520558,-0.24805309344432033,0.1418158991372872,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.12040799820421834,0.08436641731903877,0.03604158088517957,-0.1670148242747554,0.24328018037398466,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,-0.10330138473940052,0.09559875785800981,-0.19890014259741035,-0.491072477024952,0.09284475373112035,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.16195145452606793,0.2324602180121701,-0.07050876348610216,-0.32561541796710247,0.1877500771467754,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.0744340444101552,0.01865578027259447,-0.18333760204561406,0.20395495204104827,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.3299244706562059,-0.014548587668162916,-0.2253737643431966,0.19977551272898653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,0.4615486271055799,0.43508894491493233,0.026459682190647593,-0.18455132671493488,0.2532811016588006,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5492469348164076,0.5426304960743793,0.00661643874202833,-0.17427245419742546,0.17314678267018235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.09030007072377337,0.13765172027929434,-0.04735164955552097,-0.34026833668674383,0.27657169435922613,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.37923324904816286,0.4317905517821625,-0.05255730273399967,-0.22826355082036973,0.11505146338340098,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,0.36818867677440575,0.4429155468969315,-0.07472687012252577,-0.23473153260144194,0.07590579766393535,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,0.12999289912350884,0.05917676531946926,0.07081613380403957,-0.18837279745401503,0.34533109765362896,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,HSPC,False,True,0.26427092810984737,0.15716369223205343,0.10710723587779394,-0.13454100911324643,0.36319515732326874,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.4187791697454631,0.5690688314846368,-0.15028966173917374,-0.3437096730270395,0.06451516301634255,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.19874096773336294,0.0029172406103594537,0.1958237271230035,-0.1241884582477241,0.5208735377743792,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.15522243622684564,0.21802335832336348,-0.06280092209651783,-0.24994923341520842,0.13905830386751786,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,0.20636913156033737,0.01833193860876224,0.18803719295157512,-0.07261372018297907,0.4491786931732349,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling T/NK,False,True,0.0012152752175162266,-0.12782965207988436,0.12904492729740058,-0.15494880157141663,0.419362620022102,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,-0.04883097404805475,-0.0823151553570747,0.03348418130901996,-0.24398083891234487,0.329442232197115,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Proliferating T (label),False,True,-0.0879559840706146,0.06790526571459832,-0.15586124978521293,-0.38757289365002356,0.08555345588985097,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (label),False,True,0.3609453886793377,0.35550088664881113,0.0054445020305265435,-0.18243303176954787,0.19613502965462634,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (markers),False,True,0.4288029729953604,0.4775983494497639,-0.048795376454403516,-0.25743951858441944,0.1552076429740521,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,0.5106437628429805,0.40014385460982327,0.11049990823315725,-0.014881041453566328,0.24923570514648846,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,0.27405543810625194,0.03377748831800565,0.2402779497882463,-0.011235742745665378,0.501348594860282,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,0.442394031306746,0.42192549038962374,0.020468540917122247,-0.14631078947176052,0.18601179196376846,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high T,False,True,0.24774261279508014,0.5334285073517612,-0.28568589455668103,-0.45251522743736367,-0.12572966027924679,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,DN2 / ABC B,False,True,0.07713806613609733,0.10903042463381012,-0.03189235849771278,-0.3393350798152882,0.24688909187759112,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,HSPC,False,True,0.18940785274363003,0.06767279722261316,0.12173505552101688,-0.16651887570317667,0.42546747715943706,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,0.3934639492251923,0.5410403942321702,-0.14757644500697792,-0.31597909808284674,0.00491224552306223,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,0.44498048131271717,-0.06285102421788866,0.5078315055306059,0.21919711394665325,0.7786687475185466,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,0.3074011105322625,0.14839958864531766,0.15900152188694483,-0.07778579568475504,0.39996516995848513,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.19943591425904741,0.01833193860876224,0.1811039756502852,-0.08101787988581335,0.43127863403444966,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,-0.015531484373311776,-0.12782965207988436,0.11229816770657258,-0.15297597236803387,0.3929914893602707,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,-0.08564326899397928,-0.0823151553570747,-0.0033281136369045783,-0.28276569022419207,0.29505174959333563,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,-0.0879559840706146,0.06790526571459832,-0.15586124978521293,-0.38757289365002356,0.08555345588985097,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,0.3609453886793377,0.35550088664881113,0.0054445020305265435,-0.18243303176954787,0.19613502965462634,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,0.41899503674203564,0.4775983494497639,-0.05860331270772828,-0.2680494465962176,0.14499204255733367,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5394710188214612,0.40014385460982327,0.13932716421163793,0.0018001900885830425,0.2958014601557425,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.28621028538967574,0.03377748831800565,0.2524327970716701,-0.030149005504708844,0.5312037386745573,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.43564926679987803,0.42192549038962374,0.013723776410254296,-0.15027906772483904,0.1771421665630024,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,0.22566877078786776,0.5334285073517612,-0.30775973656389344,-0.4868799962139082,-0.14375289563315413,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,0.03044519750709811,0.10903042463381012,-0.07858522712671201,-0.3857598107116249,0.19795230042659093,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,HSPC,False,True,0.20694715132566502,0.06767279722261316,0.13927435410305186,-0.14836310993341323,0.43616808096228005,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.36402865602448403,0.5410403942321702,-0.17701173820768618,-0.33932001204743767,-0.020081389304202238,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.4409941453322604,-0.06285102421788866,0.503845169550149,0.20966684017198378,0.776881056303205,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.3273211277653779,0.14839958864531766,0.17892153912006026,-0.06041958738707594,0.4307102089034609,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.20636913156033737,-0.10593314395782844,-0.33774300710629107,0.13284149897327657,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.0012152752175162266,-0.055249634331768424,-0.2776840815435503,0.15350123499421353,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,-0.04883097404805475,0.21205594904337935,-0.03741717352741027,0.4652860228873032,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,-0.0879559840706146,0.1810458087533643,-0.05703060862876986,0.399466463862447,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3609453886793377,-0.0455695056912947,-0.1754576826566978,0.08289521656834085,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4288029729953604,0.07859774057287694,-0.02801653004408831,0.18921854290762946,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5106437628429805,0.011877029788370352,-0.12542161140346847,0.1347078891123718,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.27405543810625194,-0.20210313881662162,-0.4993150992638601,0.10565157271072545,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.442394031306746,-0.036373101713611744,-0.13007558043230602,0.061141598839864524,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.24774261279508014,0.13544029521371787,-0.018188916367419337,0.2828305914955656,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.07713806613609733,0.027488768947035544,-0.2685314028565637,0.31828630405082414,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.18940785274363003,0.08563960505307078,-0.16605609231992025,0.34198811932387246,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.3934639492251923,0.011007104629437936,-0.13243964798080315,0.14356066601234338,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.44498048131271717,-0.26178424339336137,-0.5035941006741067,-0.016586324921512675,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.3074011105322625,-0.14807230376095482,-0.3371863142481403,0.013757302827577396,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.23373349476757654,-0.1332975071650676,-0.38697510973594645,0.11692860957368993,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.01330576360689253,-0.06734012272114473,-0.30056578084778607,0.15439661821451367,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.053657028926822795,0.1095679460685018,-0.13504582375666455,0.3500428938089722,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.07609168891062408,0.016998135772125597,-0.16580138905293343,0.18330604832304168,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.29209136376569816,0.023284519222344813,-0.08902810278635637,0.13754357123943386,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4846251864858429,0.022775527082394442,-0.06009477095931773,0.10418786961307237,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.509791861181405,0.012728931449945913,-0.16877061976061472,0.19856299724846022,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.2233392693180081,-0.15138697002837778,-0.41912713549708513,0.14360253438730633,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.40484327383543744,0.0011776557576967939,-0.0783247020880133,0.08518292571631014,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.37922739589631554,0.003955512112482462,-0.15659535552617,0.1696568970424663,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.15443972960009741,-0.04981289451696454,-0.2655927407596619,0.16354238801846896,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.10345834453646255,0.17158911326023826,-0.08369662307940187,0.40729741352421217,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4258656561309699,-0.021394602276339658,-0.18450961088015758,0.14684170510860922,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.4372517949411365,-0.2540555570217806,-0.508007426486036,0.016813384384084116,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.19159077823461718,-0.0322619714633095,-0.19704576111297065,0.14794887981295624,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.27607265454270435,-0.17563666694019542,-0.40128015994717114,0.0529759729163586,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.011578527787745803,-0.065612886901998,-0.26068527651165646,0.11954926923194713,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.003403300579328721,0.15982167441599587,-0.06291503876430898,0.380272522547747,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.03376749259810698,0.0593223320846427,-0.11139431272389834,0.22743099039784712,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.2861090713647205,0.029266811623322453,-0.03629300582749861,0.09506989267031012,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.49207642045552064,0.015324293112716714,-0.04227263901472463,0.07375715624701419,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.40896006645223554,0.11356072617911533,0.0011077900254652774,0.2466166761309129,2000,scratch_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.06236973366290805,0.009582565626722266,-0.2860843179445389,0.296092830440136,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.40152162485373233,0.00449930473940191,-0.08345914935716346,0.08659947680874208,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.3430067235814674,0.04017618442733062,-0.07855007560091676,0.16876479421805718,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.059290574293983836,0.04533626078914904,-0.16828846467561318,0.27326806204367804,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.29320546171407474,-0.018158003917373933,-0.20881412666240812,0.1743936672472356,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4807663978021551,-0.07629534394752485,-0.22526204025158747,0.06585038030599047,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.1858996256794984,-0.0027033877601425615,-0.29499975069105416,0.28664796776938767,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.22792725972315506,-0.06859845295184738,-0.20426751578531138,0.061820426012727046,2000,not_significant
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/cross_state_table.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/cross_state_table.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fddf1c87288a905555602c5bc54707758ed1dc8
--- /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/cross_state_table.csv
@@ -0,0 +1,16 @@
+state,is_control,obs_native_state_cells,obs_parent_cells,obs_thinned_state_cells_min,obs_thinned_state_cells_max,informative,gen_over_obs__zs__raw,gen_over_obs__xcalL_K1000,gen_over_obs__locoL_lora16sat_s26750_K1000,gen_over_obs__locoL_lora64sat_s59000_K1000,gen_over_obs__locoL_fullsat_s20000_K1000,gen_over_obs__locoL_fullsat_s108500_K1000,gen_over_obs__locoL_scratchsat_s50000_K1000,gen_over_obs__locoL_scratchsat_s100000_K1000,gen_over_obs__locoL_scratchsat_s150000_K1000,gen_over_obs__locoL_scratchsat_s162000_K1000,gen_over_obs__lora_n5__raw,gen_over_obs__real_lora__raw,abs_log2__zs__raw,abs_log2__xcalL_K1000,abs_log2__locoL_lora16sat_s26750_K1000,abs_log2__locoL_lora64sat_s59000_K1000,abs_log2__locoL_fullsat_s20000_K1000,abs_log2__locoL_fullsat_s108500_K1000,abs_log2__locoL_scratchsat_s50000_K1000,abs_log2__locoL_scratchsat_s100000_K1000,abs_log2__locoL_scratchsat_s150000_K1000,abs_log2__locoL_scratchsat_s162000_K1000,abs_log2__lora_n5__raw,abs_log2__real_lora__raw,spearman_donors__zs__raw,spearman_donors__xcalL_K1000,spearman_donors__locoL_lora16sat_s26750_K1000,spearman_donors__locoL_lora64sat_s59000_K1000,spearman_donors__locoL_fullsat_s20000_K1000,spearman_donors__locoL_fullsat_s108500_K1000,spearman_donors__locoL_scratchsat_s50000_K1000,spearman_donors__locoL_scratchsat_s100000_K1000,spearman_donors__locoL_scratchsat_s150000_K1000,spearman_donors__locoL_scratchsat_s162000_K1000,spearman_donors__lora_n5__raw,spearman_donors__real_lora__raw,obs_thinned_state_cells__zs__raw,obs_thinned_state_cells__xcalL_K1000,obs_thinned_state_cells__locoL_lora16sat_s26750_K1000,obs_thinned_state_cells__locoL_lora64sat_s59000_K1000,obs_thinned_state_cells__locoL_fullsat_s20000_K1000,obs_thinned_state_cells__locoL_fullsat_s108500_K1000,obs_thinned_state_cells__locoL_scratchsat_s50000_K1000,obs_thinned_state_cells__locoL_scratchsat_s100000_K1000,obs_thinned_state_cells__locoL_scratchsat_s150000_K1000,obs_thinned_state_cells__locoL_scratchsat_s162000_K1000,obs_thinned_state_cells__lora_n5__raw,obs_thinned_state_cells__real_lora__raw,gen_state_cells__zs__raw,gen_state_cells__xcalL_K1000,gen_state_cells__locoL_lora16sat_s26750_K1000,gen_state_cells__locoL_lora64sat_s59000_K1000,gen_state_cells__locoL_fullsat_s20000_K1000,gen_state_cells__locoL_fullsat_s108500_K1000,gen_state_cells__locoL_scratchsat_s50000_K1000,gen_state_cells__locoL_scratchsat_s100000_K1000,gen_state_cells__locoL_scratchsat_s150000_K1000,gen_state_cells__locoL_scratchsat_s162000_K1000,gen_state_cells__lora_n5__raw,gen_state_cells__real_lora__raw,thin__zs__raw,thin__xcalL_K1000,thin__locoL_lora16sat_s26750_K1000,thin__locoL_lora64sat_s59000_K1000,thin__locoL_fullsat_s20000_K1000,thin__locoL_fullsat_s108500_K1000,thin__locoL_scratchsat_s50000_K1000,thin__locoL_scratchsat_s100000_K1000,thin__locoL_scratchsat_s150000_K1000,thin__locoL_scratchsat_s162000_K1000,thin__lora_n5__raw,thin__real_lora__raw
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+MS1 monocyte (IL1R2+),False,18712,111269,10777,18712,True,0.0797612964448271,0.7236700218478581,0.1205990890508994,0.1126763088778859,0.2920778647184739,0.2651095591122114,0.1577821454620858,0.116494066771896,0.1051288915192529,0.1020215348858654,0.6442283078690069,0.7070711192102918,3.6481673301975657,0.4665960859260283,3.0517090850516317,3.1497438860085523,1.7755750680141464,1.9153394041799299,2.6639941348507468,3.1016716168897083,3.2497688896828945,3.29305438392745,0.6343560396851698,0.5000727622122917,0.5257984199802778,0.6470298105841801,0.4001438546098232,0.418718555995835,0.5426304960743793,0.5045827422300466,0.5106437628429805,0.509791861181405,0.4089600664522355,0.5225207926313509,0.439402413442267,0.5714714592295743,12363,17185,11961,11572,10777,11411,18712,18712,18712,18712,17336,17362,403,3632,292,235,679,530,595,448,437,357,2129,2507,0.421,0.799,0.398,0.376,0.338,0.37,1.0,1.0,1.0,1.0,0.821,0.823
+Cycling monocyte (Ye 2026),False,4601,111269,2253,4601,True,0.0962672597976805,0.2523915241430779,0.0624577736511231,0.0700621356959427,0.1502063946217235,0.1142523868895568,0.0593159590164944,0.0222081848114104,0.0195676476470716,0.0244068036460656,0.3039365692338751,0.2281772671487091,3.3768109644858986,1.986264632594116,4.000975045323847,3.835221223459133,2.734981861977446,3.129703789404838,4.0754358742722125,5.49276471091937,5.675385859046951,5.356572819928608,1.718157826482131,2.131773028964086,0.1906973956442681,0.4166828651083665,0.0337774883180056,0.096922325516745,0.1376517202792943,0.3181446066410711,0.2740554381062519,0.2233392693180081,0.062369733662908,0.0719522992896303,0.1654613396052849,0.1275635767997658,2618,3975,2531,2455,2253,2398,4601,4601,4601,4601,4056,4056,103,293,32,31,73,48,55,21,20,21,235,189,0.421,0.799,0.398,0.376,0.338,0.37,1.0,1.0,1.0,1.0,0.821,0.823
+ISG-high monocyte (positive control),True,21377,111269,9217,21377,True,1.7983801081654598,1.419326450212408,1.311320181691484,1.4504365295591202,1.3715836643644497,1.7713846449499182,0.5264503190109447,0.4365639266336094,0.4997028633900252,0.472529630319658,0.5488991936572362,0.6117994304011393,0.8466979831482573,0.5052064526375077,0.3910199877262815,0.5364871652403096,0.45584262691261995,0.824877518192665,0.9256307039941736,1.195735169819531,1.0008576098798938,1.0815232974585298,0.8653868749182348,0.708869331171754,0.4960865732106126,0.5012422082558489,0.4219254903896237,0.4865653309712194,0.4317905517821625,0.4579678472709503,0.442394031306746,0.4048432738354374,0.4015216248537323,0.4060209295931343,0.309442441465233,0.6008168876376291,11029,18301,10616,10099,9217,9931,21377,21377,21377,21377,18703,18665,8106,7586,2818,2640,2727,3082,2268,1918,2373,1889,1957,2332,0.421,0.799,0.398,0.376,0.338,0.37,1.0,1.0,1.0,1.0,0.821,0.823
+ISG-high T,False,10685,298117,4514,10685,True,1.742979046208381,1.5945510577583957,1.6618662529641854,1.92703840758864,1.3520814237702414,2.051263406528571,0.696802880128665,0.5669938334659117,0.6015411778942812,0.5992842306218639,0.3860341685974258,0.569363276175513,0.8015552257384314,0.6731502936362757,0.7328042786487784,0.9463853261149366,0.43518203485411583,1.036512762852494,0.5211775077778599,0.8185950501546493,0.7332645958725454,0.7386876831064275,1.3731995461390685,0.8125786523657972,0.4318900536809882,0.5523371840860498,0.5334285073517612,0.513585064433802,0.4429155468969314,0.4724171417175092,0.2477426127950801,0.3792273958963155,0.3430067235814674,0.383182908008798,0.5194388325793767,0.698668481527157,4514,8275,6395,5613,6546,6031,10685,10685,10685,10685,9763,10634,1144,2550,1839,1710,1469,1975,1374,1078,1116,1188,898,1378,0.441,0.779,0.601,0.539,0.619,0.578,1.0,1.0,1.0,1.0,0.914,0.996
+DN2 / ABC B,False,4309,99729,2472,4309,True,1.491468828104147,0.3028152085590466,0.1727206928178813,0.1816518716599071,0.247879162819785,0.2837200039828736,0.1574239568239077,0.1656933546409988,0.1761125934664699,0.1632390778066819,0.4241262811347713,0.3092458509721313,0.5767338254709703,1.7234904299807676,2.5334871594590207,2.4607518641708204,2.012291093975223,1.8174602219293883,2.6672729875803602,2.59341235242895,2.505430017734083,2.6149416294328454,1.2374342120755082,1.6931738556180858,0.1050282977859333,-0.0633472327449668,0.1090304246338101,0.3148676287256381,0.0591767653194692,0.3903288195291378,0.0771380661360973,0.1544397296000974,0.0592905742939838,0.1046268350831328,0.0469644320453697,0.4225398595679895,2592,4260,2881,2472,2717,2573,4309,4309,4309,4309,3994,4036,710,226,144,152,204,248,156,176,201,188,363,249,0.575,0.987,0.646,0.541,0.596,0.567,1.0,1.0,1.0,1.0,0.915,0.934
+HSPC,False,741,589478,629,741,True,0.5485855209585482,1.6811046791090258,1.6168357133193116,2.9567568250564764,1.4030443333709148,2.965731682224229,0.9572072896437466,2.580579111944965,1.2999909812053585,1.312926214849193,0.7053616711958042,0.3993753387533875,0.8662115498374477,0.7494095611770055,0.6931730940121422,1.5640155956018351,0.48856059593133877,1.5683880791698246,0.06309671107735493,1.3676948595160408,0.37850161447262387,0.3927858404788715,0.5035649119189181,1.324182845121627,-0.0055129034687667,0.1329464835718878,0.0676727972226131,0.0963697774770714,0.1571636922320534,0.0703008516980833,0.18940785274363,0.1034583445364625,0.2932054617140747,0.2750474577967008,-0.0005251123176374,0.049339817698998,629,707,661,637,649,648,741,741,741,741,727,732,72,248,223,393,190,401,148,399,201,203,107,61,0.495,0.828,0.577,0.515,0.544,0.536,1.0,1.0,1.0,1.0,0.908,0.957
+Cytotoxic CD4 T,False,2091,140213,1721,2091,True,0.4308690789193502,2.0238415458343963,1.409334934696443,1.7009494084711785,1.6217877697235803,1.6087437927981576,0.8600122781301803,1.0047977870699818,0.9500226869011624,0.940455814827002,1.0619476870277496,1.350154889637161,1.214678526934237,1.017096340433553,0.4950145152690503,0.7663402313991943,0.6975850380506672,0.685934581939937,0.21757083801323587,0.006905192006709154,0.07396612892904914,0.08856793128500089,0.08671269879317084,0.4331249226045193,0.375146525042665,0.4900451791659197,0.5410403942321702,0.5814465540091031,0.5690688314846367,0.6157215644177935,0.3934639492251922,0.4258656561309699,0.4807663978021551,0.4044710538546303,0.5408198791294234,0.6921551991756923,1767,2034,1833,1721,1928,1828,2091,2091,2091,2091,2058,2091,85,457,340,372,412,330,270,306,271,289,518,609,0.619,0.919,0.691,0.622,0.782,0.69,1.0,1.0,1.0,1.0,0.949,1.0
+Granulocyte-like (LDG),False,14337,589478,6501,14337,True,0.2366395638944853,0.0631338147395998,0.0102468329902768,0.0160587985862376,0.0135254112842163,0.015897732904074,0.0354331750641214,0.0147081104039749,0.0110310828029812,0.0116996332758891,0.0391949256148683,0.068664531926021,2.079236796092997,3.9854432639608475,6.6086781078712225,5.960492225843004,6.2081837252104215,5.9750351450984045,4.818755442804895,6.0872442787307985,6.50228177800964,6.417392880423133,4.673189302376562,3.8642911100585233,0.4168937552291161,0.3076320362337782,-0.0628510242178886,0.1428356330862075,0.0029172406103594,0.1349502306225522,0.4449804813127171,0.4372517949411365,0.1858996256794983,0.1831962379193558,0.3536138743369667,0.3780213328378721,6501,11842,7951,6864,7441,7235,14337,14337,14337,14337,12961,13680,321,156,17,23,21,24,106,44,33,35,106,196,0.495,0.828,0.577,0.515,0.544,0.536,1.0,1.0,1.0,1.0,0.908,0.957
+Platelet signal in monocytes (negative control),True,23329,111269,9482,23329,True,0.2778700231841664,0.1866923090363154,0.1839583246144163,0.1810319064684482,0.4488171914802642,0.3572891662911917,0.1314478394466214,0.1120015837969698,0.0744821215528574,0.0781631587075596,0.5739736672393986,0.5633112799816343,1.8475178909219037,2.4212655992660084,2.442549131225609,2.46568410339597,1.1558001569346228,1.4848359256463286,2.9274376657139167,3.1584089615341386,3.7469620224876503,3.6773674195046153,0.8009435444229411,0.8279957338892912,0.2336294986182663,0.2202232996169378,0.1483995886453176,0.3568928448911638,0.2180233583233635,0.2686703636816879,0.3074011105322625,0.1915907782346171,0.227927259723155,0.1593288067713077,0.2030700253713513,0.0997567307945224,11518,19698,11037,10482,9482,10416,23329,23329,23329,23329,20052,20063,1308,1074,411,342,918,652,618,537,386,341,2194,2308,0.421,0.799,0.398,0.376,0.338,0.37,1.0,1.0,1.0,1.0,0.821,0.823
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_aggregate.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_aggregate.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c2aefb725e291d1386a5e5a565498b72345694e
--- /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_aggregate.csv
@@ -0,0 +1,43 @@
+comparison,variant,estimator,mean_D,lo,hi,verdict,loso_mean_D_min,loso_mean_D_max,loso_verdicts,loso_state_flipping_verdict,lodo_mean_D_min,lodo_mean_D_max,lodo_verdict_same_frac
+s162k vs r16,own_ref,pool,0.29961101742774177,0.09287247066291802,0.5197402518204565,comparator_closer_sig,0.1893544513481975,0.40477333025591533,comparator_closer_sig;not_significant,Cycling T/NK;Plasmablast (markers);Cycling monocyte (Ye 2026),0.236173953773199,0.34988825567564424,1.0
+s162k vs r16,own_ref,gw,0.4004313451929665,0.22473953692867193,0.6189764811654936,comparator_closer_sig,0.2971249042659714,0.4992356377438902,comparator_closer_sig,,null,null,null
+s162k vs r16,own_ref,dm,0.43587431459837866,0.24945104233188806,0.6249380800869692,comparator_closer_sig,0.3226779078811001,0.5377887415048445,comparator_closer_sig,,null,null,null
+s162k vs r16,comparator_depth_ref,pool,-0.10648816109542522,-0.24269181376739854,0.11200332350269383,not_significant,-0.2174898576148302,-0.017536045528474088,not_significant,,-0.13007192387681793,-0.06003279554467321,1.0
+s162k vs r16,comparator_depth_ref,gw,0.004078394105192968,-0.1578073828753555,0.20941594777279088,not_significant,-0.09687935584372183,0.0894569354939353,not_significant,,null,null,null
+s162k vs r16,comparator_depth_ref,dm,0.04873240246829891,-0.1364630691510413,0.22593613133679522,not_significant,-0.06577548314332671,0.1378321112206334,not_significant,,null,null,null
+s162k vs r64,own_ref,pool,0.4053457292478039,0.17058263919192332,0.6184109871067602,comparator_closer_sig,0.2881558767522042,0.5365708893475917,comparator_closer_sig,,0.3264599763103368,0.4648792617171416,1.0
+s162k vs r64,own_ref,gw,0.4707652736641981,0.2942655046534108,0.6717876005014602,comparator_closer_sig,0.3642812832043236,0.6066525971405299,comparator_closer_sig,,null,null,null
+s162k vs r64,own_ref,dm,0.5419672684876661,0.3317379918851133,0.7063355782001602,comparator_closer_sig,0.41894556452555703,0.6838357566948515,comparator_closer_sig,,null,null,null
+s162k vs r64,comparator_depth_ref,pool,-0.04424259659651072,-0.20753057339707282,0.13070132313380525,not_significant,-0.15653442845095208,0.03134842379055001,not_significant,,-0.0763457002534096,-0.01780217653579074,1.0
+s162k vs r64,comparator_depth_ref,gw,0.00792026066544443,-0.13660467386446773,0.18181235986860023,not_significant,-0.0987981772898419,0.08785818582433473,not_significant,,null,null,null
+s162k vs r64,comparator_depth_ref,dm,0.08913302792741015,-0.10685131475083276,0.24344049577806776,not_significant,-0.03165434391056701,0.17583868369146427,not_significant,,null,null,null
+s162k vs full108k,own_ref,pool,0.6920004657931002,0.4166176649994317,1.00017703406855,comparator_closer_sig,0.5116210082648746,0.8474764472303583,comparator_closer_sig,,0.6228935576878732,0.7581647287984659,1.0
+s162k vs full108k,own_ref,gw,0.8361841049760473,0.6201340545112825,1.0986867501084525,comparator_closer_sig,0.6678390418980981,1.0027383768294238,comparator_closer_sig,,null,null,null
+s162k vs full108k,own_ref,dm,0.824726269114515,0.5937210988912788,1.0706625051408583,comparator_closer_sig,0.6378258075073976,0.99036695128346,comparator_closer_sig,,null,null,null
+s162k vs full108k,comparator_depth_ref,pool,0.24530882930258338,0.029852955535555552,0.5388809563203338,comparator_closer_sig,0.06494280825014154,0.3474488311820543,comparator_closer_sig;not_significant,Cycling T/NK;Cycling activated T (CD38/HLA-DR);MS1 monocyte (IL1R2+);Cycling monocyte (Ye 2026),0.19412972915379262,0.2943508719268848,1.0
+s162k vs full108k,comparator_depth_ref,gw,0.38758987164940695,0.1893178063369674,0.6226685199979632,comparator_closer_sig,0.21556937331197723,0.5015866270577798,comparator_closer_sig,,null,null,null
+s162k vs full108k,comparator_depth_ref,dm,0.3902414597269216,0.16584525940906422,0.6122219705224825,comparator_closer_sig,0.20248204751958152,0.5044591808084208,comparator_closer_sig;not_significant,Cycling T/NK,null,null,null
+s162k vs xcal,own_ref,pool,1.0820610516508975,0.9200583863333885,1.2891017704008072,comparator_closer_sig,0.8939998054122761,1.2498911647451205,comparator_closer_sig,,1.0413107544087323,1.1245816680245273,1.0
+s162k vs xcal,own_ref,gw,1.1236829364697376,0.9616869259283921,1.3457083483229684,comparator_closer_sig,0.9362352847834364,1.3283379455866025,comparator_closer_sig,,null,null,null
+s162k vs xcal,own_ref,dm,1.163840670612737,0.9751205480875462,1.3706462796912773,comparator_closer_sig,0.9646700270565711,1.325425944863072,comparator_closer_sig,,null,null,null
+s162k vs xcal,comparator_depth_ref,pool,0.6759618731277306,0.5511427616953394,0.8911174401999564,comparator_closer_sig,0.49716482980488913,0.8085254123258089,comparator_closer_sig,,0.6473278236062865,0.7146606168042098,1.0
+s162k vs xcal,comparator_depth_ref,gw,0.7273299853819641,0.5578805708159699,0.9401791135533273,comparator_closer_sig,0.5492738972226303,0.893618755277242,comparator_closer_sig,,null,null,null
+s162k vs xcal,comparator_depth_ref,dm,0.776698758482657,0.5792352916386581,0.9848091140584888,comparator_closer_sig,0.5762166360321445,0.8919942680242091,comparator_closer_sig,,null,null,null
+s162k vs full20k,own_ref,pool,0.8659238014885667,0.6160004317831771,1.1035783843159528,comparator_closer_sig,0.702796463952199,0.9908920911256472,comparator_closer_sig,,0.8030796190550452,0.9185638397782317,1.0
+s162k vs full20k,own_ref,gw,0.9496646672585497,0.7572525934000142,1.1711649730912639,comparator_closer_sig,0.7958694586580396,1.093806041159076,comparator_closer_sig,,null,null,null
+s162k vs full20k,own_ref,dm,0.9213797150450618,0.7117464969939143,1.1234641232420586,comparator_closer_sig,0.7528420708623843,1.0649563633275594,comparator_closer_sig,,null,null,null
+s162k vs full20k,comparator_depth_ref,pool,0.41335789015100965,0.22686376839963404,0.649958071336485,comparator_closer_sig,0.24511111684868617,0.5080945780638091,comparator_closer_sig,,0.36524684368257126,0.4629235420668341,1.0
+s162k vs full20k,comparator_depth_ref,gw,0.5049501247924715,0.3320065762148535,0.7084492529834078,comparator_closer_sig,0.3442692643139236,0.6132189838751115,comparator_closer_sig,,null,null,null
+s162k vs full20k,comparator_depth_ref,dm,0.47819675965953906,0.2706224420911931,0.6665709766544698,comparator_closer_sig,0.3041785856071777,0.5783366866980494,comparator_closer_sig,,null,null,null
+s50k vs r16,own_ref,pool,0.011446981388022026,-0.1916713819296466,0.24482918477134366,not_significant,-0.1196863333960176,0.1586452351273781,not_significant,,-0.05367313711595001,0.06698072572952987,1.0
+s50k vs r16,own_ref,gw,0.10340728618494355,-0.07557375323495388,0.34248158044236693,not_significant,-0.019769192555300037,0.2625948508464567,comparator_closer_sig;not_significant,C1Q-high monocyte (reference);Granulocyte-like (LDG),null,null,null
+s50k vs r16,own_ref,dm,0.16161924654833337,-0.03302412309061707,0.3664475096891854,not_significant,0.04328898074403257,0.3256479829657904,comparator_closer_sig;not_significant,C1Q-high monocyte (reference);HSPC;Granulocyte-like (LDG),null,null,null
+s50k vs r16,comparator_depth_ref,pool,-0.38623601486653764,-0.540088728924946,-0.17310146843256677,scratch_closer_sig,-0.49656562868099413,-0.20130346583200986,not_significant;scratch_closer_sig,Granulocyte-like (LDG),-0.4179649634511367,-0.35264964682875216,1.0
+s50k vs r16,comparator_depth_ref,gw,-0.3048256997854896,-0.4575716116444342,-0.07888921467710548,scratch_closer_sig,-0.4083711206765255,-0.1131089578275412,not_significant;scratch_closer_sig,C1Q-high monocyte (reference);Granulocyte-like (LDG),null,null,null
+s50k vs r16,comparator_depth_ref,dm,-0.23537808642743466,-0.420834138785401,-0.03891213296255121,scratch_closer_sig,-0.3438743222460558,-0.037874043356314856,not_significant;scratch_closer_sig,C1Q-high monocyte (reference);MS1 monocyte (IL1R2+);Cycling monocyte (Ye 2026);Granulocyte-like (LDG),null,null,null
+s162k vs s50k,own_ref,pool,0.2881640360397198,0.15302055775664167,0.4249328809518677,comparator_closer_sig,0.18009749731626676,0.3826565932617423,comparator_closer_sig,,0.2654768693682493,0.314921544045052,1.0
+s162k vs s50k,own_ref,gw,0.297024059008023,0.15473130321940506,0.42270492705358,comparator_closer_sig,0.18969585553192858,0.39225495147740413,comparator_closer_sig,,null,null,null
+s162k vs s50k,own_ref,dm,0.27425506805004535,0.11570021950629414,0.41347085732643213,comparator_closer_sig,0.165029448660786,0.3675885446062617,comparator_closer_sig;not_significant,Granulocyte-like (LDG),null,null,null
+s162k vs s50k,comparator_depth_ref,pool,0.2797478537711125,0.1555501448024479,0.4225468879400501,comparator_closer_sig,0.17097996652527558,0.3735390624707511,comparator_closer_sig,,0.25371898265407133,0.31167998334767427,1.0
+s162k vs s50k,comparator_depth_ref,gw,0.30890409389068263,0.16732001522397627,0.42919427871551086,comparator_closer_sig,0.20256589332147656,0.4051249892669522,comparator_closer_sig,,null,null,null
+s162k vs s50k,comparator_depth_ref,dm,0.28411048889573354,0.12737218371404893,0.41758681726679253,comparator_closer_sig,0.17570615457694827,0.37826525052242393,comparator_closer_sig,,null,null,null
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_comparisons.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_comparisons.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afdb24439546d6634909edc4f30cf045473e62f0
--- /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_comparisons.csv
@@ -0,0 +1,631 @@
+comparison,variant,state,estimator,D,D_lo,D_hi,verdict,lodo_D_min,lodo_D_max,lodo_sign_flips,lodo_verdict_same_frac
+s162k vs r16,own_ref,C1Q-high monocyte (reference),pool,-0.9623367365103404,-1.5488301514137293,-0.4289148505413677,scratch_closer_sig,-1.0732475295338753,-0.8745992291117894,0.0,1.0
+s162k vs r16,own_ref,C1Q-high monocyte (reference),gw,-0.7852201654181181,-1.3759066461978302,-0.21986943031062817,scratch_closer_sig,null,null,null,null
+s162k vs r16,own_ref,C1Q-high monocyte (reference),dm,-0.787098808279211,-1.464900098929566,-0.12448341024022243,scratch_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Cycling T/NK,pool,1.6226898103822736,0.9887064075644075,2.3136942531843414,comparator_closer_sig,1.5222843465316895,1.8326114807580614,0.0,1.0
+s162k vs r16,own_ref,Cycling T/NK,gw,1.5704305392492057,0.9355268555710593,2.284600887239145,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Cycling T/NK,dm,1.794231195205723,1.2331946598014063,2.4572447637362296,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),pool,0.9296478702115412,0.43823553399899645,1.5009329107814193,comparator_closer_sig,0.8675743660944173,1.1275690499525597,0.0,1.0
+s162k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),gw,0.8508391382987623,0.34137285300875614,1.4534118997656063,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),dm,1.0903557397460113,0.6147371386304373,1.6380262818602096,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Proliferating T (label),pool,0.5675634408427157,0.09298423031232428,0.7954206750704399,comparator_closer_sig,0.5260357532810777,0.6029732407899406,0.0,0.926829268292683
+s162k vs r16,own_ref,Proliferating T (label),gw,0.5245327277872485,0.2727643687680931,0.7583306682363578,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Proliferating T (label),dm,0.5672142246386784,0.25741341477192903,0.8140329224982183,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Plasmablast (label),pool,-0.26861120830022334,-0.9360459819555192,0.4602909053958603,not_significant,-0.5349940981773361,-0.15863687749888272,0.0,1.0
+s162k vs r16,own_ref,Plasmablast (label),gw,-0.16935853941185527,-0.9060331654607089,0.46168735460917654,not_significant,null,null,null,null
+s162k vs r16,own_ref,Plasmablast (label),dm,-0.16998618753262215,-0.906033165460709,0.4612866990108431,not_significant,null,null,null,null
+s162k vs r16,own_ref,Plasmablast (markers),pool,1.2129658115531747,0.8514189066909236,1.5533667006696534,comparator_closer_sig,1.1585887721834718,1.380365986251602,0.0,1.0
+s162k vs r16,own_ref,Plasmablast (markers),gw,1.209444083824543,0.8657653310193345,1.5502672039023815,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Plasmablast (markers),dm,1.2095014889566207,0.8658188219197267,1.5500098221865668,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,MS1 monocyte (IL1R2+),pool,0.24177262927578447,-0.631098378627097,1.1229900593304631,not_significant,0.08206994537410761,0.6693766289863778,0.0,0.9878048780487805
+s162k vs r16,own_ref,MS1 monocyte (IL1R2+),gw,0.6093816672208714,-0.16135879392999924,1.4242944245647962,not_significant,null,null,null,null
+s162k vs r16,own_ref,MS1 monocyte (IL1R2+),dm,0.5834954999210153,-0.14088865113071836,1.2386785031792897,not_significant,null,null,null,null
+s162k vs r16,own_ref,Cycling monocyte (Ye 2026),pool,1.343890050988155,0.47760999177366437,2.2534121180631153,comparator_closer_sig,1.169042580017436,1.5551294393424495,0.0,1.0
+s162k vs r16,own_ref,Cycling monocyte (Ye 2026),gw,1.6401086363169073,0.7573031457536069,2.520102650697668,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Cycling monocyte (Ye 2026),dm,1.2837626528923614,0.02417126190936617,2.73740100626561,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,ISG-high monocyte (positive control),pool,0.6899672282176358,-0.274427082311546,1.3409408625608306,not_significant,0.33481843480354645,0.8496419118058807,0.0,1.0
+s162k vs r16,own_ref,ISG-high monocyte (positive control),gw,-0.7305385802604132,-1.4148628062957598,-0.1625820997339691,scratch_closer_sig,null,null,null,null
+s162k vs r16,own_ref,ISG-high monocyte (positive control),dm,-0.14063131879106738,-0.7340011106487961,0.3420272743638806,not_significant,null,null,null,null
+s162k vs r16,own_ref,ISG-high T,pool,0.005064443736774615,-1.3786118320250336,1.5908192640081331,not_significant,-0.8547425959861652,0.553873655183716,33.0,1.0
+s162k vs r16,own_ref,ISG-high T,gw,0.7105569224877474,-0.13746964292374245,1.7802243866400527,not_significant,null,null,null,null
+s162k vs r16,own_ref,ISG-high T,dm,0.9361556699386644,-0.06868433064468182,1.7363852355974223,not_significant,null,null,null,null
+s162k vs r16,own_ref,DN2 / ABC B,pool,0.08254032535764777,-0.2548040003361423,0.4183297008001172,not_significant,0.020377071904336574,0.14975137418488105,0.0,1.0
+s162k vs r16,own_ref,DN2 / ABC B,gw,0.14720067258630687,-0.21148000661477517,0.5052568597681485,not_significant,null,null,null,null
+s162k vs r16,own_ref,DN2 / ABC B,dm,0.01906263764151417,-0.41518556480839136,0.4555822677115355,not_significant,null,null,null,null
+s162k vs r16,own_ref,HSPC,pool,-0.29995157309302434,-0.6352873062530727,0.0857452874848648,not_significant,-0.3451784468603009,-0.24313590442221844,0.0,1.0
+s162k vs r16,own_ref,HSPC,gw,-0.2884905353012009,-0.6251481010895623,0.09685411797453826,not_significant,null,null,null,null
+s162k vs r16,own_ref,HSPC,dm,-0.28890267052452695,-0.6255897193273465,0.0964728016713905,not_significant,null,null,null,null
+s162k vs r16,own_ref,Cytotoxic CD4 T,pool,-0.41032207512074076,-0.7660395508764699,0.32871228611557174,not_significant,-0.5905399840213961,-0.30529805772864216,0.0,1.0
+s162k vs r16,own_ref,Cytotoxic CD4 T,gw,-0.591936671099796,-0.9295363529922038,0.10162882999431698,not_significant,null,null,null,null
+s162k vs r16,own_ref,Cytotoxic CD4 T,dm,-0.3496622630853111,-0.8298731279520146,0.1305837990975593,not_significant,null,null,null,null
+s162k vs r16,own_ref,Granulocyte-like (LDG),pool,-0.16996956276309483,-1.1197988820429328,0.6842934362503822,not_significant,-0.3475128244241219,-0.0003473862383476245,0.0,1.0
+s162k vs r16,own_ref,Granulocyte-like (LDG),gw,-0.22188098903205766,-1.1575740046685346,0.6410436756197517,not_significant,null,null,null,null
+s162k vs r16,own_ref,Granulocyte-like (LDG),dm,-0.22176308973999426,-1.15744791493232,0.6411532909214384,not_significant,null,null,null,null
+s162k vs r16,own_ref,Platelet signal in monocytes (negative control),pool,1.2344240503287587,0.9446909171700597,1.5418376273027348,comparator_closer_sig,1.1947814278069928,1.3087446794704598,0.0,1.0
+s162k vs r16,own_ref,Platelet signal in monocytes (negative control),gw,1.20999836574557,0.9353573769121469,1.4945817573420737,comparator_closer_sig,null,null,null,null
+s162k vs r16,own_ref,Platelet signal in monocytes (negative control),dm,1.2138190507517828,0.8600368562285762,1.566480601661053,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),pool,-1.173913547898839,-1.7485963217338225,-0.650522003230937,scratch_closer_sig,-1.2853207576773071,-1.0905899725195285,0.0,1.0
+s162k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),gw,-0.9987312629122949,-1.586663570359783,-0.4376239356108937,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),dm,-0.9795289116391439,-1.6585100899438412,-0.3201488378398195,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling T/NK,pool,1.2255321971374342,0.6133474705569725,1.9066654155637008,comparator_closer_sig,1.1253210225286145,1.4273051318554444,0.0,1.0
+s162k vs r16,comparator_depth_ref,Cycling T/NK,gw,1.2155713934921706,0.5864471135761452,1.9184053119338516,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling T/NK,dm,1.4228270298078063,0.8793982385979711,2.0823544823023497,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,0.3992967846741795,-0.0771564505372993,0.9657319007001508,not_significant,0.336728784493602,0.581200869601616,0.0,0.9878048780487805
+s162k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,0.3705038066426498,-0.12073140964867117,0.9498026911905958,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,0.5919997249299405,0.11111184530605953,1.1117873501044253,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Proliferating T (label),pool,0.5675634408427157,0.09298423031232428,0.7954206750704399,comparator_closer_sig,0.5260357532810777,0.6029732407899406,0.0,0.926829268292683
+s162k vs r16,comparator_depth_ref,Proliferating T (label),gw,0.5245327277872485,0.2727643687680931,0.7583306682363578,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Proliferating T (label),dm,0.5672142246386784,0.25741341477192903,0.8140329224982183,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Plasmablast (label),pool,-0.26861120830022334,-0.9360459819555192,0.4602909053958603,not_significant,-0.5349940981773361,-0.15863687749888272,0.0,1.0
+s162k vs r16,comparator_depth_ref,Plasmablast (label),gw,-0.16935853941185527,-0.9060331654607089,0.46168735460917654,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Plasmablast (label),dm,-0.16998618753262215,-0.906033165460709,0.4612866990108431,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Plasmablast (markers),pool,0.5656384036636164,0.2581855144231388,0.8245207494439282,comparator_closer_sig,0.5101278739463386,0.6756009951123321,0.0,1.0
+s162k vs r16,comparator_depth_ref,Plasmablast (markers),gw,0.5656384036636165,0.2871232578809784,0.8248157000141807,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Plasmablast (markers),dm,0.565638403663617,0.2871232578809783,0.8248066109290568,comparator_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,-0.40383136880402404,-1.294465634146207,0.4707245107368769,not_significant,-0.5943256218446846,-0.001547434336011122,0.0,1.0
+s162k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,-0.05166807636528192,-0.8001592116208571,0.7350952672771416,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,-0.09892758095188237,-0.8321413775783071,0.5742635097334589,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,0.4817783067173176,-0.3858786900920323,1.3615085481705358,not_significant,0.3069308357465985,0.6783326923431527,0.0,1.0
+s162k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,0.730482942006419,-0.15496391470777385,1.6279680396371534,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,0.3259412399565762,-0.9442706662173339,1.7592964819081258,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.3198176948672961,-0.6782175187192779,0.4909159106727698,not_significant,-0.4719358186985686,-0.15636275330577845,0.0,1.0
+s162k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.46772974706806025,-0.8050990437414539,-0.17518957832348714,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.5823039094923796,-0.824672611756037,-0.3307781260179014,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,ISG-high T,pool,-0.7307064473963999,-1.2710850111741103,0.996707037625318,not_significant,-0.7365645956680635,-0.20087619180662286,0.0,0.9878048780487805
+s162k vs r16,comparator_depth_ref,ISG-high T,gw,-0.07434946736404702,-0.7081634769146126,1.0466984024782937,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,ISG-high T,dm,0.22279644779391228,-0.7481120271782742,1.1118927281371132,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,DN2 / ABC B,pool,-0.4981601485093492,-0.844391375824386,-0.16603711965135057,scratch_closer_sig,-0.5572460293925068,-0.4306078897230923,0.0,1.0
+s162k vs r16,comparator_depth_ref,DN2 / ABC B,gw,-0.37599791316580644,-0.7413396223621714,-0.017498441481381338,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,DN2 / ABC B,dm,-0.4774160203922153,-0.9234243206952613,-0.05384724262840708,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,HSPC,pool,-0.1352460369170707,-0.4734767246207035,0.2473890653705355,not_significant,-0.17529971335618805,-0.07819473038019842,0.0,1.0
+s162k vs r16,comparator_depth_ref,HSPC,gw,-0.1352460369170707,-0.47347672462070356,0.24659385661041572,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,HSPC,dm,-0.13524603691707082,-0.47347672462070356,0.2465938566104155,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.39322236689016943,-0.6699497216699437,0.17208811130210064,not_significant,-0.45433200775679716,-0.34537713784169166,0.0,1.0
+s162k vs r16,comparator_depth_ref,Cytotoxic CD4 T,gw,-0.5278947515285245,-0.8095017821528312,-0.07117578155928414,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.18132699870999536,-0.6703457813538939,0.2875567921662595,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Granulocyte-like (LDG),pool,-1.0204641025597159,-1.9475325801058645,-0.2026723821011845,scratch_closer_sig,-1.1955508091178064,-0.8479969065549495,0.0,1.0
+s162k vs r16,comparator_depth_ref,Granulocyte-like (LDG),gw,-1.020464102559715,-1.9475325801058645,-0.2026723821011845,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Granulocyte-like (LDG),dm,-1.020464102559715,-1.9475325801058645,-0.20267238210118535,scratch_closer_sig,null,null,null,null
+s162k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,0.15468210052249587,-0.11927984007655774,0.4392632624330933,not_significant,0.11611838191279089,0.22911939624097588,0.0,1.0
+s162k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,0.23868071385605427,-0.0372499914444474,0.513522613726429,not_significant,null,null,null,null
+s162k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,0.21996734022510234,-0.14553406219526885,0.57388134041862,not_significant,null,null,null,null
+s162k vs r64,own_ref,C1Q-high monocyte (reference),pool,-0.258651403972995,-0.6898483617480818,0.19411520873904653,not_significant,-0.3416902206864103,-0.196390648456088,0.0,1.0
+s162k vs r64,own_ref,C1Q-high monocyte (reference),gw,-0.2194568792153051,-0.6351885590276842,0.24280104563597113,not_significant,null,null,null,null
+s162k vs r64,own_ref,C1Q-high monocyte (reference),dm,-0.1897249965835952,-0.7769962503693613,0.43394201094075674,not_significant,null,null,null,null
+s162k vs r64,own_ref,Cycling T/NK,pool,1.811623959194999,1.278994158408067,2.4276323852621196,comparator_closer_sig,1.7298360391028762,1.9391422507251859,0.0,1.0
+s162k vs r64,own_ref,Cycling T/NK,gw,1.7485731591826927,1.2049784969740933,2.3718915939987752,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cycling T/NK,dm,2.0182277160329747,1.4344932491496232,2.6756838148705517,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cycling activated T (CD38/HLA-DR),pool,1.4463654097107934,1.0128035394998796,1.9343409248832635,comparator_closer_sig,1.3822755844300043,1.5580823914363684,0.0,1.0
+s162k vs r64,own_ref,Cycling activated T (CD38/HLA-DR),gw,1.3602770698008828,0.9058255122764975,1.879012327226883,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cycling activated T (CD38/HLA-DR),dm,1.564106615866021,1.0105867119053886,2.1327273952512855,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Proliferating T (label),pool,0.8557503191371536,-0.29631672178231055,1.132123343333306,not_significant,0.5696121583332745,0.9613846285432447,0.0,1.0
+s162k vs r64,own_ref,Proliferating T (label),gw,0.9441842460085745,0.4403094112683647,1.1575739082444205,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Proliferating T (label),dm,0.9899983197291286,-0.06700914333612124,1.1801372150573899,not_significant,null,null,null,null
+s162k vs r64,own_ref,Plasmablast (label),pool,0.1784685255396605,-0.4685733402555442,0.32105132351238475,not_significant,-0.0905344882758237,0.22891795750900432,1.0,1.0
+s162k vs r64,own_ref,Plasmablast (label),gw,0.207638949907007,-0.4087520128877558,0.34893938485377024,not_significant,null,null,null,null
+s162k vs r64,own_ref,Plasmablast (label),dm,0.20763894990700735,-0.4094676772846881,0.3489272875224458,not_significant,null,null,null,null
+s162k vs r64,own_ref,Plasmablast (markers),pool,1.0181994619982615,0.6900771594957444,1.3767101166267592,comparator_closer_sig,0.9493439351822022,1.1357905073668084,0.0,1.0
+s162k vs r64,own_ref,Plasmablast (markers),gw,1.0121159312999897,0.6872964557705823,1.3740858684490767,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Plasmablast (markers),dm,1.012187342164207,0.6873829497287125,1.3742073086880542,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,MS1 monocyte (IL1R2+),pool,0.14433384856108944,-0.44005904127356626,0.8640317261684901,not_significant,0.03219297077446681,0.46551541156334686,0.0,1.0
+s162k vs r64,own_ref,MS1 monocyte (IL1R2+),gw,0.3160236471479605,-0.20925133314919367,0.9991736456869663,not_significant,null,null,null,null
+s162k vs r64,own_ref,MS1 monocyte (IL1R2+),dm,0.2841131090797062,-0.21547978206434257,0.8411852807002871,not_significant,null,null,null,null
+s162k vs r64,own_ref,Cycling monocyte (Ye 2026),pool,1.5103508517433273,0.7713949123369803,2.3656391586409358,comparator_closer_sig,1.3623722798485414,1.688384402933361,0.0,1.0
+s162k vs r64,own_ref,Cycling monocyte (Ye 2026),gw,1.5871703060994058,0.8696942263330782,2.4530695317674596,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cycling monocyte (Ye 2026),dm,1.3152939807834287,0.09818732536554393,2.658643813122258,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,ISG-high monocyte (positive control),pool,0.5444862730719502,-0.45275289581838635,1.3332159836996014,not_significant,0.16952308596736465,0.7027401127897233,0.0,1.0
+s162k vs r64,own_ref,ISG-high monocyte (positive control),gw,-0.7814379914916258,-1.4959920273378167,-0.1702981238780635,scratch_closer_sig,null,null,null,null
+s162k vs r64,own_ref,ISG-high monocyte (positive control),dm,-0.06400182949444744,-0.6395853044653497,0.4294525826446928,not_significant,null,null,null,null
+s162k vs r64,own_ref,ISG-high T,pool,-0.20853047242940193,-1.7022148968404265,1.5590150761956327,not_significant,-1.1695432280577465,0.43236073825853516,2.0,1.0
+s162k vs r64,own_ref,ISG-high T,gw,0.513417333460132,-0.41640935845817123,1.743275260231253,not_significant,null,null,null,null
+s162k vs r64,own_ref,ISG-high T,dm,0.7887925272628075,-0.3407752826097217,1.7027672617902974,not_significant,null,null,null,null
+s162k vs r64,own_ref,DN2 / ABC B,pool,0.15497144007885977,-0.10507978274836427,0.41540695145176554,not_significant,0.11579349178029519,0.20444306841600035,0.0,1.0
+s162k vs r64,own_ref,DN2 / ABC B,gw,0.24842606432395886,-0.03060173437716025,0.5412247114626113,not_significant,null,null,null,null
+s162k vs r64,own_ref,DN2 / ABC B,dm,0.2667677029815989,-0.06765543689965811,0.6129742415890598,not_significant,null,null,null,null
+s162k vs r64,own_ref,HSPC,pool,-1.1693561919496496,-1.4935050096692803,-0.8100608823796149,scratch_closer_sig,-1.2109304970742678,-1.1012076857256599,0.0,1.0
+s162k vs r64,own_ref,HSPC,gw,-1.1598826080517828,-1.482247591330198,-0.7967699497296944,scratch_closer_sig,null,null,null,null
+s162k vs r64,own_ref,HSPC,dm,-1.1604545899985603,-1.4827774377499054,-0.7981445440301583,scratch_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cytotoxic CD4 T,pool,-0.6814399402600758,-1.0434139306906873,0.07804327493885939,not_significant,-0.8540190695178459,-0.55699907665682,0.0,0.9390243902439024
+s162k vs r64,own_ref,Cytotoxic CD4 T,gw,-0.8406262573843812,-1.2240546826556928,-0.14930056281779927,scratch_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Cytotoxic CD4 T,dm,-0.4536186303479116,-0.9311703136187816,-0.04114779373883515,scratch_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Granulocyte-like (LDG),pool,0.46740867286942755,-0.2649081562512773,1.1985771827937943,not_significant,0.33761800342832693,0.6473607129994505,0.0,1.0
+s162k vs r64,own_ref,Granulocyte-like (LDG),gw,0.4020875950554412,-0.3241257794826292,1.1565217786497246,not_significant,null,null,null,null
+s162k vs r64,own_ref,Granulocyte-like (LDG),dm,0.402246443462845,-0.3240350580411802,1.1566820631070598,not_significant,null,null,null,null
+s162k vs r64,own_ref,Platelet signal in monocytes (negative control),pool,1.2116392440136692,0.9535125961242629,1.4914548131079262,comparator_closer_sig,1.179941995328397,1.2738776388014879,0.0,1.0
+s162k vs r64,own_ref,Platelet signal in monocytes (negative control),gw,1.1857729010645013,0.9482413141150157,1.4441839830752023,comparator_closer_sig,null,null,null,null
+s162k vs r64,own_ref,Platelet signal in monocytes (negative control),dm,1.3268035341388424,0.9348146087991502,1.719422757431773,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,C1Q-high monocyte (reference),pool,-0.486562187368611,-0.9148293828985125,-0.04416005204907929,scratch_closer_sig,-0.5712205514205024,-0.42437997985453535,0.0,0.8902439024390244
+s162k vs r64,comparator_depth_ref,C1Q-high monocyte (reference),gw,-0.43208579212567866,-0.8603719916256196,0.010254486161997306,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,C1Q-high monocyte (reference),dm,-0.4379507901282862,-1.0252894479528736,0.1788458743079745,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling T/NK,pool,1.3032593856567858,0.79706331802027,1.8973710781426454,comparator_closer_sig,1.2213479827319436,1.4260510451966582,0.0,1.0
+s162k vs r64,comparator_depth_ref,Cycling T/NK,gw,1.288541516128881,0.7687742091632752,1.8915354571795013,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling T/NK,dm,1.5385814899831365,0.9724352450509539,2.175431986527596,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,0.794393906722501,0.35827444462740227,1.2781168343381388,comparator_closer_sig,0.7295987651125029,0.8916384885765702,0.0,1.0
+s162k vs r64,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,0.7672310314701716,0.3378985040997839,1.2551276000143827,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,0.9563764913029122,0.4099054700173832,1.5150482554859335,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Proliferating T (label),pool,0.8557503191371536,-0.29631672178231055,1.132123343333306,not_significant,0.5696121583332745,0.9613846285432447,0.0,1.0
+s162k vs r64,comparator_depth_ref,Proliferating T (label),gw,0.9441842460085745,0.4403094112683647,1.1575739082444205,comparator_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Proliferating T (label),dm,0.9899983197291286,-0.06700914333612124,1.1801372150573899,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Plasmablast (label),pool,0.1784685255396605,-0.4685733402555442,0.32105132351238475,not_significant,-0.0905344882758237,0.22891795750900432,1.0,1.0
+s162k vs r64,comparator_depth_ref,Plasmablast (label),gw,0.207638949907007,-0.4087520128877558,0.34893938485377024,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Plasmablast (label),dm,0.20763894990700735,-0.4094676772846881,0.3489272875224458,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Plasmablast (markers),pool,0.24686331986616872,-0.031104246421457843,0.5132044808555017,not_significant,0.17650003587195007,0.28950661719498516,0.0,1.0
+s162k vs r64,comparator_depth_ref,Plasmablast (markers),gw,0.24686331986616905,-0.028080895789920946,0.5162976081635254,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Plasmablast (markers),dm,0.24686331986616927,-0.028080895789921595,0.5162976081635262,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,-0.5489679050927982,-1.1456446345064182,0.1587753296049957,not_significant,-0.6596488573056178,-0.25502967747858296,0.0,1.0
+s162k vs r64,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,-0.3861701446982009,-0.8997869064016262,0.2502519487723424,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,-0.4271374005904778,-0.9485682074345282,0.10071306366642056,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,0.6042634457579883,-0.15195874120368194,1.445883394180079,not_significant,0.45628749993544027,0.7600461287067843,0.0,1.0
+s162k vs r64,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,0.6770667198694236,-0.03871962395466268,1.5240625587011811,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,0.37204312888347557,-0.838259429762535,1.7014003353536695,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.5360548997716468,-0.7769537673656839,0.4450032997186001,not_significant,-0.5700724208804931,-0.375194692479752,0.0,0.9878048780487805
+s162k vs r64,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.45940165624377005,-0.7921379601537201,-0.18093055983992407,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.45159424542736415,-0.6967297462990354,-0.24476842127511114,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,ISG-high T,pool,-0.7561447774891015,-1.2983364559154942,0.8363452817424982,not_significant,-0.7916795887857391,-0.5096758540924771,0.0,0.9878048780487805
+s162k vs r64,comparator_depth_ref,ISG-high T,gw,-0.4719807006419749,-0.9391012377318447,0.8100252189104203,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,ISG-high T,dm,-0.10663033636367297,-0.9254499493292792,0.9474642282504763,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,DN2 / ABC B,pool,-0.6465785325283475,-0.9068691898162938,-0.39225222328082976,scratch_closer_sig,-0.6844573392946378,-0.5953955036030043,0.0,1.0
+s162k vs r64,comparator_depth_ref,DN2 / ABC B,gw,-0.5022744675254702,-0.7752264017045688,-0.21986613494311,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,DN2 / ABC B,dm,-0.4218201897953979,-0.7626665073714293,-0.08105108007562191,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,HSPC,pool,-0.9513348412412395,-1.2620046586827642,-0.5952240352428432,scratch_closer_sig,-0.990793235883373,-0.88318633501725,0.0,1.0
+s162k vs r64,comparator_depth_ref,HSPC,gw,-0.9513348412412392,-1.2620046586827642,-0.5952240352428433,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,HSPC,dm,-0.9513348412412393,-1.262004658682764,-0.5952240352428434,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.573406146887754,-0.8719224083840343,-0.11962296922801365,scratch_closer_sig,-0.617010400187505,-0.4959427371720546,0.0,1.0
+s162k vs r64,comparator_depth_ref,Cytotoxic CD4 T,gw,-0.6895581805398402,-1.0519490277948216,-0.3058245373590842,scratch_closer_sig,null,null,null,null
+s162k vs r64,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.21274051066937827,-0.6854885183844526,0.18412622157331585,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Granulocyte-like (LDG),pool,-0.5951582678270455,-1.2801079191927354,0.06012099243757074,not_significant,-0.7234823648025834,-0.485426827170242,0.0,0.9146341463414634
+s162k vs r64,comparator_depth_ref,Granulocyte-like (LDG),gw,-0.5951582678270446,-1.2801079191927354,0.06012099243757074,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Granulocyte-like (LDG),dm,-0.5951582678270446,-1.2801079191927354,0.06012099243757076,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,0.057466686517968046,-0.17659024149578126,0.2961095389276068,not_significant,0.03199410791994994,0.11978693990205969,0.0,1.0
+s162k vs r64,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,0.14513968641238506,-0.08917837395138901,0.3754793312936319,not_significant,null,null,null,null
+s162k vs r64,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,0.21670103232837512,-0.1587183773665876,0.5817422092064317,not_significant,null,null,null,null
+s162k vs full108k,own_ref,C1Q-high monocyte (reference),pool,0.45937267447509145,-0.026511694728362956,0.9231996544004565,not_significant,0.3661215616296487,0.5473446406242015,0.0,0.926829268292683
+s162k vs full108k,own_ref,C1Q-high monocyte (reference),gw,0.5843386015085543,0.15276853065979815,1.0709923272913362,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,C1Q-high monocyte (reference),dm,0.6879841824243536,-0.15244386751521932,1.560000901490041,not_significant,null,null,null,null
+s162k vs full108k,own_ref,Cycling T/NK,pool,2.856553956131804,2.270939145417865,3.595164473130509,comparator_closer_sig,2.7883689639334666,3.0326484554191593,0.0,1.0
+s162k vs full108k,own_ref,Cycling T/NK,gw,2.856324861911439,2.2478860059684385,3.644548004338886,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cycling T/NK,dm,3.0675318083999246,2.433837928251242,3.8463036309882663,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cycling activated T (CD38/HLA-DR),pool,2.1346601979015696,1.6250600259049683,2.784328886174825,comparator_closer_sig,2.0782212970562695,2.2978110525520683,0.0,1.0
+s162k vs full108k,own_ref,Cycling activated T (CD38/HLA-DR),gw,2.118794833296703,1.5789676566044002,2.8085682402990377,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cycling activated T (CD38/HLA-DR),dm,2.3437032932891677,1.7796904006277887,3.010565175985879,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Proliferating T (label),pool,0.7367763435428694,-0.40993341431997826,1.21870967520782,not_significant,0.45238721883144467,0.8409279815285517,0.0,1.0
+s162k vs full108k,own_ref,Proliferating T (label),gw,1.1237410459388075,0.23761904370324485,1.3435857996379994,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Proliferating T (label),dm,0.7015857549860725,-0.41107723937179796,1.3525596306813084,not_significant,null,null,null,null
+s162k vs full108k,own_ref,Plasmablast (label),pool,-0.9536324712246712,-1.652014767416402,-0.02881502546777913,scratch_closer_sig,-1.2274435917908872,-0.8086093694526628,0.0,0.7439024390243902
+s162k vs full108k,own_ref,Plasmablast (label),gw,-0.8543798023363028,-1.614092833491248,-0.02468119624557715,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Plasmablast (label),dm,-0.8550074504570694,-1.6146047938337194,-0.02533626377793412,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Plasmablast (markers),pool,1.0031086491494934,0.12409725288795162,1.8374877749313452,comparator_closer_sig,0.7517207179282169,1.1342098041404454,0.0,0.9390243902439024
+s162k vs full108k,own_ref,Plasmablast (markers),gw,1.0147249119954511,0.25343106863031917,1.7962358663267353,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Plasmablast (markers),dm,1.0144546966650254,0.2530692116632027,1.7959690486911288,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,MS1 monocyte (IL1R2+),pool,1.3770315393394477,0.5102927837399099,2.284837722950471,comparator_closer_sig,1.165024218127117,1.8188431690581488,0.0,1.0
+s162k vs full108k,own_ref,MS1 monocyte (IL1R2+),gw,1.730936196081847,0.887440897514614,2.6250186312294312,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,MS1 monocyte (IL1R2+),dm,1.7343616898299539,1.105992288987266,2.3515006064152346,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cycling monocyte (Ye 2026),pool,2.2077280313565417,1.3520097982997583,3.1281367773204902,comparator_closer_sig,2.040448774697221,2.419269962902035,0.0,1.0
+s162k vs full108k,own_ref,Cycling monocyte (Ye 2026),gw,2.5243553661818283,1.791839472470575,3.4629578072850893,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cycling monocyte (Ye 2026),dm,1.9893864005102997,0.8666454788194874,3.2636980356489023,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,ISG-high monocyte (positive control),pool,0.2561363074308848,-0.7717439912809774,1.1730836715293922,not_significant,-0.1315756267536886,0.3949911748196241,1.0,1.0
+s162k vs full108k,own_ref,ISG-high monocyte (positive control),gw,-1.2272626272038152,-2.0920578168686768,-0.5476870174028718,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,ISG-high monocyte (positive control),dm,-0.4003938704102462,-0.9641481446584826,0.05686378336775732,not_significant,null,null,null,null
+s162k vs full108k,own_ref,ISG-high T,pool,-0.2986102295348778,-1.744355040779616,1.4779656227520863,not_significant,-1.1868498747861578,0.4995128556159575,1.0,1.0
+s162k vs full108k,own_ref,ISG-high T,gw,0.44878382787639237,-0.5797047604826174,1.7070988105109903,not_significant,null,null,null,null
+s162k vs full108k,own_ref,ISG-high T,dm,0.7930820812532835,-0.40242147774990966,1.7501011955373096,not_significant,null,null,null,null
+s162k vs full108k,own_ref,DN2 / ABC B,pool,0.7964423467584032,0.5026246726006902,1.115897058866968,comparator_closer_sig,0.760682086778192,0.8622880609909085,0.0,1.0
+s162k vs full108k,own_ref,DN2 / ABC B,gw,0.874396315875043,0.530915669354162,1.2530736712382902,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,DN2 / ABC B,dm,0.8254753586464492,0.4482011206570295,1.2078725246414752,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,HSPC,pool,-1.173711311453998,-1.526106233468092,-0.7938892315543088,scratch_closer_sig,-1.2288870768483815,-1.0787195917077637,0.0,1.0
+s162k vs full108k,own_ref,HSPC,gw,-1.162467157264469,-1.518794567840763,-0.7728941324515879,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,HSPC,dm,-1.1629619169128265,-1.5193126236676133,-0.7735754267379042,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cytotoxic CD4 T,pool,-0.6013052610676156,-0.9784968419927135,0.1114221751292244,not_significant,-0.7734498865266475,-0.5058747923865612,0.0,0.975609756097561
+s162k vs full108k,own_ref,Cytotoxic CD4 T,gw,-0.7798018470131292,-1.1436982335090626,-0.08431046541317598,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Cytotoxic CD4 T,dm,-0.8089440546529679,-1.3514036534664375,-0.25331604564443655,scratch_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Granulocyte-like (LDG),pool,0.4515915899362426,-0.3652946957473965,1.2376849392650275,not_significant,0.23288714009254363,0.6227392781378445,0.0,1.0
+s162k vs full108k,own_ref,Granulocyte-like (LDG),gw,0.3906462106364508,-0.4446083463833222,1.2112198639113378,not_significant,null,null,null,null
+s162k vs full108k,own_ref,Granulocyte-like (LDG),dm,0.39078965450702974,-0.44450476838938946,1.2113646526386075,not_significant,null,null,null,null
+s162k vs full108k,own_ref,Platelet signal in monocytes (negative control),pool,2.191485259991264,1.879242303224918,2.4930257571000634,comparator_closer_sig,2.159610131477522,2.2666865119273925,0.0,1.0
+s162k vs full108k,own_ref,Platelet signal in monocytes (negative control),gw,2.1341106824107823,1.8302481289563008,2.410641836637871,comparator_closer_sig,null,null,null,null
+s162k vs full108k,own_ref,Platelet signal in monocytes (negative control),dm,2.0884926273321014,1.7943237815832718,2.3896262154064356,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,C1Q-high monocyte (reference),pool,0.2217223514766995,-0.2585448626190029,0.6657142331570788,not_significant,0.12262787947937337,0.3037443082358333,0.0,1.0
+s162k vs full108k,comparator_depth_ref,C1Q-high monocyte (reference),gw,0.3219239040854802,-0.11160460125206936,0.7802303390343421,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,C1Q-high monocyte (reference),dm,0.394550050181361,-0.4433322710720567,1.2491321927754475,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling T/NK,pool,2.4097010819318863,1.8289128629128752,3.1391184131631964,comparator_closer_sig,2.3412552394465562,2.587075354586921,0.0,1.0
+s162k vs full108k,comparator_depth_ref,Cycling T/NK,gw,2.4518358516985623,1.838864960503095,3.2300472959411213,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling T/NK,dm,2.6433544062150034,2.0238712465620896,3.420802654496133,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,1.5614928253812135,1.0591544726899509,2.186946603789708,comparator_closer_sig,1.5070326778674952,1.7114580022862569,0.0,1.0
+s162k vs full108k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,1.5973714016729348,1.0681170065629644,2.2577469496697207,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,1.8025036759013466,1.235876330605083,2.443523223706116,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Proliferating T (label),pool,0.7367763435428694,-0.40993341431997826,1.21870967520782,not_significant,0.45238721883144467,0.8409279815285517,0.0,1.0
+s162k vs full108k,comparator_depth_ref,Proliferating T (label),gw,1.1237410459388075,0.23761904370324485,1.3435857996379994,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Proliferating T (label),dm,0.7015857549860725,-0.41107723937179796,1.3525596306813084,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Plasmablast (label),pool,-0.9536324712246712,-1.652014767416402,-0.02881502546777913,scratch_closer_sig,-1.2274435917908872,-0.8086093694526628,0.0,0.7439024390243902
+s162k vs full108k,comparator_depth_ref,Plasmablast (label),gw,-0.8543798023363028,-1.614092833491248,-0.02468119624557715,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Plasmablast (label),dm,-0.8550074504570694,-1.6146047938337194,-0.02533626377793412,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Plasmablast (markers),pool,0.2745422938588217,-0.6608971570129288,1.1132001040872486,not_significant,-0.005028436965646033,0.40141476884912963,1.0,1.0
+s162k vs full108k,comparator_depth_ref,Plasmablast (markers),gw,0.29433223378334183,-0.5442817003846399,1.0771512705134352,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Plasmablast (markers),dm,0.29399591882917464,-0.5447497411405705,1.0767958867767178,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,0.6635176641413649,-0.1990963737652755,1.4641644301490355,not_significant,0.4564774430243501,1.0748835649251458,0.0,0.9878048780487805
+s162k vs full108k,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,1.0113899963581678,0.247496118854065,1.8114534624702587,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,1.0166607642093846,0.4225336053325453,1.5773638888870076,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,1.2677562423773816,0.4129084625849617,2.1987368067886193,comparator_closer_sig,1.0714025561241995,1.4618441097949435,0.0,1.0
+s162k vs full108k,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,1.5866931768166084,0.8089576039722041,2.513148299403348,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,1.0580637836206432,-0.07422679415459815,2.303877314461055,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.8002045309225916,-1.1168208221253852,0.2922487594537228,not_significant,-0.860306634501168,-0.706722480788794,0.0,0.9878048780487805
+s162k vs full108k,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.8710239896305875,-1.2385513484258666,-0.5932735549003298,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.7493844108860617,-1.0029007807329202,-0.5560611438377727,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,ISG-high T,pool,-0.9498408041559497,-1.253908467239887,0.8233275848846477,not_significant,-1.0080832339888874,-0.3437928323649659,0.0,0.9878048780487805
+s162k vs full108k,comparator_depth_ref,ISG-high T,gw,-0.44859783336483905,-0.9476758144817986,0.8742029813943935,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,ISG-high T,dm,-0.027584641453421987,-0.9085099126743086,1.015753214882476,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,DN2 / ABC B,pool,0.052653635711257474,-0.24973644474676013,0.3637343138796656,not_significant,0.0182985492290082,0.11972302241579968,0.0,1.0
+s162k vs full108k,comparator_depth_ref,DN2 / ABC B,gw,0.1744444927264177,-0.17136169870658435,0.54026949297129,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,DN2 / ABC B,dm,0.1677513585575372,-0.21598054616583254,0.5447784187465524,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,HSPC,pool,-0.9803711932510673,-1.3416168391258216,-0.6015394743046664,scratch_closer_sig,-1.034987299559568,-0.8819721276912306,0.0,1.0
+s162k vs full108k,comparator_depth_ref,HSPC,gw,-0.9803711932510674,-1.3416168391258214,-0.6015394743046664,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,HSPC,dm,-0.980371193251067,-1.3416168391258219,-0.6015394743046661,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.5802659134667466,-0.8755786298261169,-0.05776599884232699,scratch_closer_sig,-0.6287482578852237,-0.5312773851648117,0.0,0.8658536585365854
+s162k vs full108k,comparator_depth_ref,Cytotoxic CD4 T,gw,-0.7046776672963475,-1.0391872894035983,-0.2633545451573547,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.6073261754995101,-1.1585040281465104,-0.05064066237009621,scratch_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Granulocyte-like (LDG),pool,-0.5350372753894748,-1.3136817325142895,0.17344299079380446,not_significant,-0.7509724521600853,-0.3625700793847084,0.0,0.9878048780487805
+s162k vs full108k,comparator_depth_ref,Granulocyte-like (LDG),gw,-0.5350372753894739,-1.3136817325142904,0.17344299079380446,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Granulocyte-like (LDG),dm,-0.5350372753894739,-1.3136817325142904,0.17344299079380446,not_significant,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,1.0282004780595078,0.7567510229386928,1.2836485675252776,comparator_closer_sig,0.995467203415904,1.1024555788737245,0.0,1.0
+s162k vs full108k,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,1.0779415281254257,0.8048482690975749,1.3300769554068619,comparator_closer_sig,null,null,null,null
+s162k vs full108k,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,0.9642151456131773,0.6706488783245081,1.2370550084272682,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,C1Q-high monocyte (reference),pool,0.1324890230822553,-0.2788662672496855,0.5328603714482866,not_significant,0.06625889576376576,0.2129719821907461,0.0,1.0
+s162k vs xcal,own_ref,C1Q-high monocyte (reference),gw,0.1039130823931691,-0.3098634047530348,0.507414675348226,not_significant,null,null,null,null
+s162k vs xcal,own_ref,C1Q-high monocyte (reference),dm,-0.11926643473763576,-0.6988597334271046,0.5172552264396456,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Cycling T/NK,pool,3.218684006246668,2.717738888855797,3.859911208079991,comparator_closer_sig,3.141120437981736,3.376685826496375,0.0,1.0
+s162k vs xcal,own_ref,Cycling T/NK,gw,3.218862189051004,2.6970545378015376,3.882528920042912,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cycling T/NK,dm,3.553888393286728,2.995463847227997,4.242647774423006,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cycling activated T (CD38/HLA-DR),pool,2.246335614067058,1.7611680418859925,2.8113432335874147,comparator_closer_sig,2.181798264217916,2.3911882391677564,0.0,1.0
+s162k vs xcal,own_ref,Cycling activated T (CD38/HLA-DR),gw,2.2040823197540744,1.7011311816160923,2.816171037832449,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cycling activated T (CD38/HLA-DR),dm,2.4510646862789742,1.9340294345356543,3.0217211572877853,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Proliferating T (label),pool,0.2718569572277464,-0.0439432073686714,0.5186813442336815,not_significant,0.22544205642547588,0.30949833589794185,0.0,0.9512195121951219
+s162k vs xcal,own_ref,Proliferating T (label),gw,0.22743544712073294,-0.08475756130446993,0.49700612352655876,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Proliferating T (label),dm,0.2964190844786817,0.0040891169888987436,0.557051195024387,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Plasmablast (label),pool,-0.1669371444085865,-0.5323449222446464,0.16928814839328393,not_significant,-0.24595746707370508,-0.01895971488691489,0.0,1.0
+s162k vs xcal,own_ref,Plasmablast (label),gw,-0.1669371444085864,-0.5375672305804317,0.16652875761756825,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Plasmablast (label),dm,-0.16693714440858656,-0.5375672305804319,0.16652875761756786,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Plasmablast (markers),pool,0.1170694373887764,-0.23205033417695184,0.47316844983947676,not_significant,0.04333626993536566,0.236302429781851,0.0,1.0
+s162k vs xcal,own_ref,Plasmablast (markers),gw,0.11838990577929476,-0.228153560665618,0.4740446344401303,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Plasmablast (markers),dm,0.11840735360490973,-0.22813558118667995,0.47406805962132736,not_significant,null,null,null,null
+s162k vs xcal,own_ref,MS1 monocyte (IL1R2+),pool,2.8246343002696053,2.223738272631169,3.545362554325095,comparator_closer_sig,2.7696689190137223,3.187562904621272,0.0,1.0
+s162k vs xcal,own_ref,MS1 monocyte (IL1R2+),gw,2.812872700280964,2.234197260567693,3.5606906070293176,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,MS1 monocyte (IL1R2+),dm,2.929353923534043,2.4934035264168104,3.4657522121200395,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cycling monocyte (Ye 2026),pool,3.3387960065143534,2.555772083899183,4.172378595621467,comparator_closer_sig,3.1081188256049073,3.4947314760323653,0.0,1.0
+s162k vs xcal,own_ref,Cycling monocyte (Ye 2026),gw,3.3730547567053524,2.561284688511179,4.209449661648162,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cycling monocyte (Ye 2026),dm,2.721010098099562,1.7107059321225573,3.912146539419372,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,ISG-high monocyte (positive control),pool,0.5759131006765049,-0.17573156730886536,1.2291121186027318,not_significant,0.3816380226102669,0.6960484686719481,0.0,0.9878048780487805
+s162k vs xcal,own_ref,ISG-high monocyte (positive control),gw,-0.19589409629697707,-0.8253958444891012,0.3288557318892828,not_significant,null,null,null,null
+s162k vs xcal,own_ref,ISG-high monocyte (positive control),dm,0.1052254942744758,-0.376565685235608,0.5201665044182069,not_significant,null,null,null,null
+s162k vs xcal,own_ref,ISG-high T,pool,0.06480214666727924,-0.9305300624547073,1.3806675412601332,not_significant,-0.43999247864882146,0.5711489075467131,2.0,1.0
+s162k vs xcal,own_ref,ISG-high T,gw,0.7808219049623324,-0.19734935777312704,1.8625938342717678,not_significant,null,null,null,null
+s162k vs xcal,own_ref,ISG-high T,dm,0.9853493696882546,-0.022145212930131386,1.8030586303278913,not_significant,null,null,null,null
+s162k vs xcal,own_ref,DN2 / ABC B,pool,0.8908056901679873,0.4606511780791166,1.3130204135850838,comparator_closer_sig,0.7938429990128113,0.9706732276100691,0.0,1.0
+s162k vs xcal,own_ref,DN2 / ABC B,gw,1.2195907361323768,0.7427969998764624,1.6795864454123774,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,DN2 / ABC B,dm,1.0879817847666613,0.5922074375051105,1.563083866132205,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,HSPC,pool,-0.3559336020314251,-0.6979104817294105,0.016091559110440697,not_significant,-0.4112935226720865,-0.2900584231762,0.0,0.9878048780487805
+s162k vs xcal,own_ref,HSPC,gw,-0.3498069028915149,-0.6921492470318432,0.02821707971383979,not_significant,null,null,null,null
+s162k vs xcal,own_ref,HSPC,dm,-0.3499672863199215,-0.6923294513646194,0.025259695987039893,not_significant,null,null,null,null
+s162k vs xcal,own_ref,Cytotoxic CD4 T,pool,-0.9319003054797784,-1.2798999912285798,-0.26096031088706967,scratch_closer_sig,-1.1017397948362275,-0.8656794290479564,0.0,1.0
+s162k vs xcal,own_ref,Cytotoxic CD4 T,gw,-1.3321771729326428,-1.6315854815970097,-0.7130499033462078,scratch_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Cytotoxic CD4 T,dm,-0.775182620391282,-1.2887878077779906,-0.2763757172045033,scratch_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Granulocyte-like (LDG),pool,2.41609154174973,1.8724192555035155,3.0334534105598867,comparator_closer_sig,2.310158145992979,2.5230501406836474,0.0,1.0
+s162k vs xcal,own_ref,Granulocyte-like (LDG),gw,2.397776352160032,1.8547356638541206,3.013771990847793,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Granulocyte-like (LDG),dm,2.397807510085194,1.8547566278331373,3.0138005931577627,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Platelet signal in monocytes (negative control),pool,1.2546537708414074,0.9798285528012751,1.5310530825508266,comparator_closer_sig,1.1875936402034575,1.3130520011090767,0.0,1.0
+s162k vs xcal,own_ref,Platelet signal in monocytes (negative control),gw,1.2248598087343883,0.9429548775373191,1.5013181474965283,comparator_closer_sig,null,null,null,null
+s162k vs xcal,own_ref,Platelet signal in monocytes (negative control),dm,1.2724237646423857,0.8768256145321609,1.70325831367622,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,C1Q-high monocyte (reference),pool,-0.0790877883062433,-0.49583565672290975,0.31042496971755823,not_significant,-0.14560502452432633,-0.00301876121699296,0.0,1.0
+s162k vs xcal,comparator_depth_ref,C1Q-high monocyte (reference),gw,-0.10959801510100764,-0.5165110040101611,0.28872775928815575,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,C1Q-high monocyte (reference),dm,-0.3116965380975687,-0.8939525365780474,0.3212474894005044,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling T/NK,pool,2.821526393001829,2.3181345580552355,3.458385410714762,comparator_closer_sig,2.743667251074546,2.971379477593758,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Cycling T/NK,gw,2.8640030432939687,2.3407435630013085,3.529093628345522,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling T/NK,dm,3.182484227888811,2.6198205794701686,3.865546405084528,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,1.7159845285296962,1.223066760524115,2.271024000465241,comparator_closer_sig,1.6514475413856786,1.8448200588168124,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,1.723746988097962,1.2165448645281849,2.3152246048905583,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,1.9527086714629034,1.4306290030307942,2.5152229461491467,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Proliferating T (label),pool,0.2718569572277464,-0.0439432073686714,0.5186813442336815,not_significant,0.22544205642547588,0.30949833589794185,0.0,0.9512195121951219
+s162k vs xcal,comparator_depth_ref,Proliferating T (label),gw,0.22743544712073294,-0.08475756130446993,0.49700612352655876,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Proliferating T (label),dm,0.2964190844786817,0.0040891169888987436,0.557051195024387,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Plasmablast (label),pool,-0.1669371444085865,-0.5323449222446464,0.16928814839328393,not_significant,-0.24595746707370508,-0.01895971488691489,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Plasmablast (label),gw,-0.1669371444085864,-0.5375672305804317,0.16652875761756825,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Plasmablast (label),dm,-0.16693714440858656,-0.5375672305804319,0.16652875761756786,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Plasmablast (markers),pool,-0.5302579705007819,-0.8660517146153119,-0.20796726758226652,scratch_closer_sig,-0.6032898064299543,-0.4684625613574188,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Plasmablast (markers),gw,-0.5254157743816318,-0.8612577375713953,-0.20261013624559226,scratch_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Plasmablast (markers),dm,-0.525455731688094,-0.8612935898619377,-0.20266274635074835,scratch_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,2.1790303021897968,1.5882159460193201,2.8915541581445283,comparator_closer_sig,2.1166609164881613,2.516638841298883,0.0,1.0
+s162k vs xcal,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,2.1518229566948106,1.628643911153809,2.8316811474024566,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,2.246930842661145,1.808957308632622,2.7540591766652,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,2.476684262243516,1.6524580197785728,3.3342836036601775,comparator_closer_sig,2.2433495560831735,2.6179347290330686,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,2.463429062394864,1.60422233569239,3.3149847118737594,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,1.7631886851637768,0.7249053361409697,2.945819915552863,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.433871822408427,-0.6412387104976922,0.3742745484602615,not_significant,-0.5353962898036755,-0.30995619643971095,0.0,1.0
+s162k vs xcal,comparator_depth_ref,ISG-high monocyte (positive control),gw,0.06691473689537586,-0.2654652416884468,0.3664877195068595,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.33644709642683646,-0.5093651324995692,-0.10888327800793998,scratch_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,ISG-high T,pool,-0.6709687444658953,-0.8489433457161841,0.7352130925975734,not_significant,-0.684583697828282,-0.18360093944362577,0.0,1.0
+s162k vs xcal,comparator_depth_ref,ISG-high T,gw,-0.004084484889462003,-0.7098610815947796,1.105762343836645,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,ISG-high T,dm,0.2719901475435025,-0.6202548942673922,1.1013524623666118,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,DN2 / ABC B,pool,0.3101052163009903,-0.12125920936037696,0.7299770750467507,not_significant,0.21825773227364342,0.3870164515150045,0.0,1.0
+s162k vs xcal,comparator_depth_ref,DN2 / ABC B,gw,0.6963921503802635,0.21347789803963818,1.168768091027968,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,DN2 / ABC B,dm,0.5915031267329318,0.09233153415561675,1.069596318457482,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,HSPC,pool,-0.19122806585547147,-0.5359733028230838,0.19518460919820388,not_significant,-0.2461160348245634,-0.12126717035089007,0.0,1.0
+s162k vs xcal,comparator_depth_ref,HSPC,gw,-0.1965624045073847,-0.5425124523844331,0.18923966438943957,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,HSPC,dm,-0.1963106527124654,-0.5421463242065665,0.1894418404010748,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.9148005972492071,-1.181304076780761,-0.37841310396987593,scratch_closer_sig,-0.98474175078224,-0.8712863944952071,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Cytotoxic CD4 T,gw,-1.2681352533613712,-1.5302735408937047,-0.8251874376054441,scratch_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.6068473560159663,-1.1226975493415958,-0.10530487055885873,scratch_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Granulocyte-like (LDG),pool,1.5655970019531091,0.9891366476653802,2.1763278686913607,comparator_closer_sig,1.4628727277775315,1.6754006203670455,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Granulocyte-like (LDG),gw,1.5991932386323748,1.0005921596962752,2.2226582398397787,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Granulocyte-like (LDG),dm,1.5991064972654732,1.0004654596508293,2.2226021332864105,comparator_closer_sig,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,0.17491182103514458,-0.12375064939028628,0.45299205433541756,not_significant,0.10919608574602213,0.2334267178795928,0.0,1.0
+s162k vs xcal,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,0.2535421568448726,-0.05704947969642107,0.5335456992725452,not_significant,null,null,null,null
+s162k vs xcal,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,0.2785720541157053,-0.14593006490614235,0.7147182466448777,not_significant,null,null,null,null
+s162k vs full20k,own_ref,C1Q-high monocyte (reference),pool,0.3165357785288867,-0.047983601308269626,0.7204794551309164,not_significant,0.23075680039066082,0.3968384944721288,0.0,0.975609756097561
+s162k vs full20k,own_ref,C1Q-high monocyte (reference),gw,0.3457416037305494,-0.04767479423090952,0.7950771351135074,not_significant,null,null,null,null
+s162k vs full20k,own_ref,C1Q-high monocyte (reference),dm,0.24448269781105525,-0.19267412900448422,0.7392655712701736,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Cycling T/NK,pool,2.823451851924979,2.208264953161439,3.562263197408129,comparator_closer_sig,2.745953704406949,3.037487129334452,0.0,1.0
+s162k vs full20k,own_ref,Cycling T/NK,gw,2.7924661217125326,2.1453462928489273,3.5487548814504932,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cycling T/NK,dm,2.9438314452371888,2.36960013977681,3.650251830113202,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cycling activated T (CD38/HLA-DR),pool,2.0024487701485723,1.5158694581283214,2.6222163984597735,comparator_closer_sig,1.9247480367613172,2.1978438193691296,0.0,1.0
+s162k vs full20k,own_ref,Cycling activated T (CD38/HLA-DR),gw,1.9382072007098068,1.4313351624030275,2.578673120171993,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cycling activated T (CD38/HLA-DR),dm,2.0127356436468573,1.537786554955957,2.593587333467985,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Proliferating T (label),pool,0.7928724469609637,-0.3581418626950468,1.163446851578032,not_significant,0.5100373081364878,0.9101679284868869,0.0,1.0
+s162k vs full20k,own_ref,Proliferating T (label),gw,0.9972793675633821,0.28701054273664556,1.187289552478413,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Proliferating T (label),dm,0.8750987240586741,-0.1779603729698437,1.2561759228598477,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Plasmablast (label),pool,-0.6336956741564003,-1.2817047351906923,0.21916427521398515,not_significant,-0.9057477214578914,-0.4951495819675842,0.0,0.9878048780487805
+s162k vs full20k,own_ref,Plasmablast (label),gw,-0.534443005268032,-1.223201672639101,0.2692357068736799,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Plasmablast (label),dm,-0.535070653388799,-1.224430092162683,0.2685883909837093,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Plasmablast (markers),pool,1.4225121726222967,0.6037720834105501,1.8062026860289877,comparator_closer_sig,1.1735203370550382,1.5668336405916001,0.0,1.0
+s162k vs full20k,own_ref,Plasmablast (markers),gw,1.4317713885782573,0.7101603745112136,1.7955230591860696,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Plasmablast (markers),dm,1.431502753989341,0.7098088409757554,1.7953220067986513,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,MS1 monocyte (IL1R2+),pool,1.516493741851013,0.6606696014915552,2.3392441970711126,comparator_closer_sig,1.355037467468168,1.947568275912748,0.0,1.0
+s162k vs full20k,own_ref,MS1 monocyte (IL1R2+),gw,1.6909892715607135,0.9087630123392509,2.4825845103960456,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,MS1 monocyte (IL1R2+),dm,1.7598390134693163,1.1649190429101786,2.3409208945632503,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cycling monocyte (Ye 2026),pool,2.5973280475816427,1.8524900755503229,3.4330316177919933,comparator_closer_sig,2.4771944086929927,2.8091115571385714,0.0,1.0
+s162k vs full20k,own_ref,Cycling monocyte (Ye 2026),gw,2.7952071704646713,2.1025803296200376,3.636911047242311,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cycling monocyte (Ye 2026),dm,2.373158845654626,1.3276330371614586,3.6727770877110144,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,ISG-high monocyte (positive control),pool,0.6251463616796353,-0.36730338747782165,1.3601106684273343,not_significant,0.2596088731096974,0.7857387554603052,0.0,1.0
+s162k vs full20k,own_ref,ISG-high monocyte (positive control),gw,-0.796375997606692,-1.6136172777372235,-0.14621611795484235,scratch_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,ISG-high monocyte (positive control),dm,-0.2014069076034537,-0.7363676469464352,0.2442803236235974,not_significant,null,null,null,null
+s162k vs full20k,own_ref,ISG-high T,pool,0.3025853192125864,-1.0351082059725971,1.595800298126268,not_significant,-0.5032732755370337,0.9397352782930761,1.0,1.0
+s162k vs full20k,own_ref,ISG-high T,gw,0.8759429974856505,-0.02138514458922393,1.8916879094906633,not_significant,null,null,null,null
+s162k vs full20k,own_ref,ISG-high T,dm,1.1013999487606794,0.1165400671641645,1.842040552325075,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,DN2 / ABC B,pool,0.6022522902874488,0.22014262510948437,0.9615509945228407,comparator_closer_sig,0.5284513278878817,0.6606733990596965,0.0,1.0
+s162k vs full20k,own_ref,DN2 / ABC B,gw,0.7130887607245628,0.322536720934275,1.1096035497453856,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,DN2 / ABC B,dm,0.49344517544933497,0.08693870764982457,0.9227607899922589,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,HSPC,pool,-0.09587937023382442,-0.44762992371404003,0.2755357899185616,not_significant,-0.14622698376398446,-0.00872335449833489,0.0,1.0
+s162k vs full20k,own_ref,HSPC,gw,-0.09060600082861103,-0.4379675789780918,0.2704829376497682,not_significant,null,null,null,null
+s162k vs full20k,own_ref,HSPC,dm,-0.09111161559395503,-0.43874412707637195,0.2698743580592536,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Cytotoxic CD4 T,pool,-0.612541713750928,-0.9709171932987501,0.11131107024829515,not_significant,-0.7984719063810245,-0.5503977213753123,0.0,0.9634146341463414
+s162k vs full20k,own_ref,Cytotoxic CD4 T,gw,-0.7800318195477662,-1.097824954898181,-0.13474506055346677,scratch_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Cytotoxic CD4 T,dm,-0.8015400643449072,-1.2735275033887472,-0.3578194234630923,scratch_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Granulocyte-like (LDG),pool,0.22264575837413147,-0.6868285759218515,1.0542181350960045,not_significant,0.08026701065496766,0.39301454150080417,0.0,1.0
+s162k vs full20k,own_ref,Granulocyte-like (LDG),gw,0.17002761747542738,-0.7530847986999476,1.02393574438529,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Granulocyte-like (LDG),dm,0.17016438083639063,-0.7529642159497012,1.02410213280495,not_significant,null,null,null,null
+s162k vs full20k,own_ref,Platelet signal in monocytes (negative control),pool,2.520193837851199,2.277538595340574,2.772469120777464,comparator_closer_sig,2.486627889016365,2.5810890033783487,0.0,1.0
+s162k vs full20k,own_ref,Platelet signal in monocytes (negative control),gw,2.4225422152230065,2.1784184275923058,2.679929953399378,comparator_closer_sig,null,null,null,null
+s162k vs full20k,own_ref,Platelet signal in monocytes (negative control),dm,2.3317307327905077,2.0875388297550304,2.597030031711294,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,C1Q-high monocyte (reference),pool,0.052842408844687494,-0.30284279814631354,0.43961239187303314,not_significant,-0.0330238178428357,0.12651040293323979,1.0,1.0
+s162k vs full20k,comparator_depth_ref,C1Q-high monocyte (reference),gw,0.08012859020858931,-0.3183280134748477,0.5130743568995335,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,C1Q-high monocyte (reference),dm,-0.05021862499872398,-0.4695342119698147,0.43071660845912924,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling T/NK,pool,2.432319169778892,1.8094200060624657,3.171872093563564,comparator_closer_sig,2.3547041390165084,2.6449534590785744,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Cycling T/NK,gw,2.4331204505350454,1.7778633284064964,3.196304775758946,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling T/NK,dm,2.5664148482878746,1.9798862258293681,3.2770281448777143,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,1.4953079043395352,1.006066551275519,2.1108638373330026,comparator_closer_sig,1.416959162288165,1.6767699176219342,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,1.492526450960534,0.9768069495501563,2.127364778699218,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,1.552372785783367,1.0717259267977632,2.1222656424762976,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Proliferating T (label),pool,0.7928724469609637,-0.3581418626950468,1.163446851578032,not_significant,0.5100373081364878,0.9101679284868869,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Proliferating T (label),gw,0.9972793675633821,0.28701054273664556,1.187289552478413,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Proliferating T (label),dm,0.8750987240586741,-0.1779603729698437,1.2561759228598477,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Plasmablast (label),pool,-0.6336956741564003,-1.2817047351906923,0.21916427521398515,not_significant,-0.9057477214578914,-0.4951495819675842,0.0,0.9878048780487805
+s162k vs full20k,comparator_depth_ref,Plasmablast (label),gw,-0.534443005268032,-1.223201672639101,0.2692357068736799,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Plasmablast (label),dm,-0.535070653388799,-1.224430092162683,0.2685883909837093,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Plasmablast (markers),pool,0.7099280780412887,-0.16542490986221836,1.0630309143931886,not_significant,0.43437428756944246,0.8498851357113123,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Plasmablast (markers),gw,0.725003924185815,-0.05333155625277025,1.0534684624766422,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Plasmablast (markers),dm,0.7246707707146666,-0.053733057912191455,1.053096032309626,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,0.7205139880837261,-0.10980085062059891,1.5069244750931514,not_significant,0.5608274587679598,1.1211506689527793,0.0,0.9878048780487805
+s162k vs full20k,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,0.890086565492969,0.16550432710575685,1.6071491476531452,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,0.8636630399659966,0.2849460466957951,1.3994513441105483,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,1.567391269116353,0.7949985754239174,2.425058040057931,comparator_closer_sig,1.446803832430303,1.7648960613192335,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,1.6958673866870386,0.9932003299823022,2.5283355433686143,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,1.2402078986501262,0.2010313954686722,2.5284725715621312,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.32355835693309454,-0.556709257357541,0.33881093531913276,not_significant,-0.3753628365746713,-0.2884160559568135,0.0,0.9878048780487805
+s162k vs full20k,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.27882710014493883,-0.6457238099264384,0.007303500630856818,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.3676668526338908,-0.5632175786531808,-0.21659079604276676,scratch_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,ISG-high T,pool,-0.40427339752724933,-0.8009074743144924,0.9682126961188315,not_significant,-0.4599998739854586,0.2157633664749738,1.0,1.0
+s162k vs full20k,comparator_depth_ref,ISG-high T,gw,0.11898486689241011,-0.4674533100771992,1.080621773519536,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,ISG-high T,dm,0.4111772074414183,-0.4492477169035474,1.0921719921816657,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,DN2 / ABC B,pool,-0.06298816805155982,-0.4389114618660946,0.2766923582937994,not_significant,-0.13497686310776436,-0.00275274619654553,0.0,1.0
+s162k vs full20k,comparator_depth_ref,DN2 / ABC B,gw,0.08831777727324486,-0.3104213388795253,0.4588343720267602,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,DN2 / ABC B,dm,-0.09448641872335584,-0.5046966356507899,0.3249374298506831,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,HSPC,pool,0.09523779677292499,-0.2623088256463924,0.4703392159227749,not_significant,0.04544297076116721,0.18491771591778505,0.0,1.0
+s162k vs full20k,comparator_depth_ref,HSPC,gw,0.09523779677292504,-0.26117871221002303,0.4665844603897411,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,HSPC,dm,0.09523779677292499,-0.26117871221002315,0.46810458036782326,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.6683208854374524,-0.9222440788933267,0.01891640630490703,not_significant,-0.7138001436491048,-0.617333195254472,0.0,0.8658536585365854
+s162k vs full20k,comparator_depth_ref,Cytotoxic CD4 T,gw,-0.7942761841992091,-1.0762794677959948,-0.2526795261644862,scratch_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.7090271341875772,-1.1781539156698857,-0.2659866793757645,scratch_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Granulocyte-like (LDG),pool,-0.7234823648025834,-1.584962500721156,0.06033578637873065,not_significant,-0.8643449006424335,-0.5510151687978189,0.0,0.975609756097561
+s162k vs full20k,comparator_depth_ref,Granulocyte-like (LDG),gw,-0.7234823648025843,-1.584962500721156,0.06033578637873065,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Granulocyte-like (LDG),dm,-0.7234823648025843,-1.584962500721157,0.06033578637873063,not_significant,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,1.2213778218033455,1.016254472137855,1.4270592776009896,comparator_closer_sig,1.1891063075592063,1.277869153547892,0.0,1.0
+s162k vs full20k,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,1.2252059898616035,1.0152629622695948,1.428121124030066,comparator_closer_sig,null,null,null,null
+s162k vs full20k,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,1.0979882896494906,0.8725082830778375,1.3348398958528551,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,C1Q-high monocyte (reference),pool,-1.4027967384784228,-1.92684366236798,-0.8793982056272608,scratch_closer_sig,-1.5024193858661126,-1.3319954489620454,0.0,1.0
+s50k vs r16,own_ref,C1Q-high monocyte (reference),gw,-1.2060895329210979,-1.7464189974482178,-0.6801190115571858,scratch_closer_sig,null,null,null,null
+s50k vs r16,own_ref,C1Q-high monocyte (reference),dm,-1.4250434039677478,-2.057157111453742,-0.8345400456670534,scratch_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Cycling T/NK,pool,1.3086369193673333,0.6987272731299888,1.9772859984468256,comparator_closer_sig,1.2327103589148591,1.4682225678077518,0.0,1.0
+s50k vs r16,own_ref,Cycling T/NK,gw,1.245788286742346,0.6444362776340026,1.9076016697168041,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Cycling T/NK,dm,1.4379809087939353,0.8642059616130064,2.075377904257576,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),pool,0.3075355976787706,-0.12108814792351072,0.7822347348138583,not_significant,0.2570519056118221,0.4099892637257976,0.0,1.0
+s50k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),gw,0.2107386384395631,-0.2181946889278342,0.6800670173416801,not_significant,null,null,null,null
+s50k vs r16,own_ref,Cycling activated T (CD38/HLA-DR),dm,0.49877821608992345,0.045126190218947426,0.926927991207229,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Proliferating T (label),pool,0.8269012234923813,0.34157586095916476,1.0986967237252567,comparator_closer_sig,0.7781728734965636,0.870341461846043,0.0,1.0
+s50k vs r16,own_ref,Proliferating T (label),gw,0.7740421783977744,0.48344560493947963,1.0476305110303232,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Proliferating T (label),dm,0.8183088340703566,0.4755960886333577,1.098520552939199,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Plasmablast (label),pool,0.5771354423243278,-0.3546323445294099,1.3617585914481456,not_significant,0.30526361715386974,0.6794944171214925,0.0,1.0
+s50k vs r16,own_ref,Plasmablast (label),gw,0.676388111212696,-0.17439717231358254,1.3835592306108904,not_significant,null,null,null,null
+s50k vs r16,own_ref,Plasmablast (label),dm,0.6757604630919292,-0.17532529657457438,1.3830367047231178,not_significant,null,null,null,null
+s50k vs r16,own_ref,Plasmablast (markers),pool,1.5850467587964978,1.2520974912748142,1.9340705271091796,comparator_closer_sig,1.5200370482840313,1.7346920715414018,0.0,1.0
+s50k vs r16,own_ref,Plasmablast (markers),gw,1.5815250310678663,1.253555586986032,1.9317561307131144,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Plasmablast (markers),dm,1.5815824361999438,1.253598702558345,1.9318448308529301,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,MS1 monocyte (IL1R2+),pool,-0.3864802918330752,-1.1108863477244524,0.30837907172587586,not_significant,-0.5229377833662077,-0.09667842990682507,0.0,1.0
+s50k vs r16,own_ref,MS1 monocyte (IL1R2+),gw,-0.05226506268893383,-0.7124656747619816,0.6081532313113751,not_significant,null,null,null,null
+s50k vs r16,own_ref,MS1 monocyte (IL1R2+),dm,-0.10946935576514427,-0.7087426878817834,0.44632450218932423,not_significant,null,null,null,null
+s50k vs r16,own_ref,Cycling monocyte (Ye 2026),pool,0.08364428442964922,-0.7485325032425597,0.8197048505090226,not_significant,-0.1627307141451828,0.2531341672662566,2.0,1.0
+s50k vs r16,own_ref,Cycling monocyte (Ye 2026),gw,0.3772618661414633,-0.5259456221082306,1.1649462995994937,not_significant,null,null,null,null
+s50k vs r16,own_ref,Cycling monocyte (Ye 2026),dm,0.2552167521875419,-0.7299935984598488,1.0704357445468267,not_significant,null,null,null,null
+s50k vs r16,own_ref,ISG-high monocyte (positive control),pool,0.5341384322163559,-0.48737571931929957,1.2509364435122636,not_significant,0.16129936863827898,0.6974368808458802,0.0,1.0
+s50k vs r16,own_ref,ISG-high monocyte (positive control),gw,-0.9157444297159257,-1.522164444209266,-0.33788544732715275,scratch_closer_sig,null,null,null,null
+s50k vs r16,own_ref,ISG-high monocyte (positive control),dm,-0.3243586874027383,-0.9222114312269029,0.1808599912442345,not_significant,null,null,null,null
+s50k vs r16,own_ref,ISG-high T,pool,-0.21236356714497762,-1.4450045282533939,1.3872975437592951,not_significant,-1.047919845063531,0.38612521940651146,2.0,1.0
+s50k vs r16,own_ref,ISG-high T,gw,0.5356100770035377,-0.3450281031194881,1.7718748768686268,not_significant,null,null,null,null
+s50k vs r16,own_ref,ISG-high T,dm,0.8050283392074715,-0.25656952377077263,1.7294161653089277,not_significant,null,null,null,null
+s50k vs r16,own_ref,DN2 / ABC B,pool,0.1340869170258201,-0.22486200016034374,0.5187107507554372,not_significant,0.07166659490471572,0.18269210222585341,0.0,1.0
+s50k vs r16,own_ref,DN2 / ABC B,gw,0.1902408807520226,-0.1802638490474041,0.5869022601446827,not_significant,null,null,null,null
+s50k vs r16,own_ref,DN2 / ABC B,dm,0.17349842923050973,-0.23753429979268056,0.6178422415838626,not_significant,null,null,null,null
+s50k vs r16,own_ref,HSPC,pool,-0.6361092244498349,-1.041512953624597,0.18231915025796175,not_significant,-0.771010556514953,-0.5163916061220827,0.0,0.9878048780487805
+s50k vs r16,own_ref,HSPC,gw,-0.6075912163627557,-1.0362500110746975,0.239991598125374,not_significant,null,null,null,null
+s50k vs r16,own_ref,HSPC,dm,-0.6153480629960624,-1.0380545284166414,0.2374285231797394,not_significant,null,null,null,null
+s50k vs r16,own_ref,Cytotoxic CD4 T,pool,-0.28149449967993223,-0.7963036183538023,0.4909955292980395,not_significant,-0.5004705897394298,-0.19216166009824098,0.0,1.0
+s50k vs r16,own_ref,Cytotoxic CD4 T,gw,-0.5745110476270027,-0.9048596668365952,0.13922882637341075,not_significant,null,null,null,null
+s50k vs r16,own_ref,Cytotoxic CD4 T,dm,-0.1885177605531717,-0.7406847493475068,0.32474966498475905,not_significant,null,null,null,null
+s50k vs r16,own_ref,Granulocyte-like (LDG),pool,-1.754932063484251,-2.7423593833738815,-0.9778042201481059,scratch_closer_sig,-1.932475325145278,-1.596861765791834,0.0,1.0
+s50k vs r16,own_ref,Granulocyte-like (LDG),gw,-1.8068434897532137,-2.8049221513776743,-0.9994283805426017,scratch_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Granulocyte-like (LDG),dm,-1.8067255904611512,-2.8048541248157997,-0.9992828933190401,scratch_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Platelet signal in monocytes (negative control),pool,0.48544137873198245,0.1825586721425876,0.8304146691122878,comparator_closer_sig,0.43743941691499755,0.5504438710427997,0.0,1.0
+s50k vs r16,own_ref,Platelet signal in monocytes (negative control),gw,0.46150742387920385,0.18761960997225474,0.7678638688657193,comparator_closer_sig,null,null,null,null
+s50k vs r16,own_ref,Platelet signal in monocytes (negative control),dm,0.6919066847338549,0.36826429760329354,1.0441591052886752,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),pool,-1.6143735498669214,-2.1380616455664123,-1.096960427147323,scratch_closer_sig,-1.712191249055465,-1.5421417605469188,0.0,1.0
+s50k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),gw,-1.4230769952202404,-1.9654764391185293,-0.9018601580898542,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,C1Q-high monocyte (reference),dm,-1.6174735073276807,-2.2483991721126877,-1.0359600851031014,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling T/NK,pool,0.9114793061224935,0.323713670767349,1.5789147343693999,comparator_closer_sig,0.8314401486747007,1.0713639561064725,0.0,1.0
+s50k vs r16,comparator_depth_ref,Cycling T/NK,gw,0.890256836076043,0.2971622404847221,1.565590639628684,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling T/NK,dm,1.0665767433960185,0.49745870739837184,1.7075639206210278,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,-0.22281548785859018,-0.6487756502109372,0.23261599529230143,not_significant,-0.2724049154120354,-0.1189056501916892,0.0,1.0
+s50k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,-0.26830361444902584,-0.6993063302110538,0.19289901464241876,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,0.0004222012738521741,-0.4451039680941868,0.4199166138931278,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Proliferating T (label),pool,0.8269012234923813,0.34157586095916476,1.0986967237252567,comparator_closer_sig,0.7781728734965636,0.870341461846043,0.0,1.0
+s50k vs r16,comparator_depth_ref,Proliferating T (label),gw,0.7740421783977744,0.48344560493947963,1.0476305110303232,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Proliferating T (label),dm,0.8183088340703566,0.4755960886333577,1.098520552939199,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Plasmablast (label),pool,0.5771354423243278,-0.3546323445294099,1.3617585914481456,not_significant,0.30526361715386974,0.6794944171214925,0.0,1.0
+s50k vs r16,comparator_depth_ref,Plasmablast (label),gw,0.676388111212696,-0.17439717231358254,1.3835592306108904,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Plasmablast (label),dm,0.6757604630919292,-0.17532529657457438,1.3830367047231178,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Plasmablast (markers),pool,0.9377193509069399,0.6500961381832359,1.199261503246798,comparator_closer_sig,0.8715761500468981,1.029927080402132,0.0,1.0
+s50k vs r16,comparator_depth_ref,Plasmablast (markers),gw,0.9377193509069399,0.6647673596101311,1.2063904691591165,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Plasmablast (markers),dm,0.9377193509069401,0.6643758067851259,1.2060803029208256,comparator_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,-1.0320842899128837,-1.7566293314295787,-0.35485748412145907,scratch_closer_sig,-1.1637134275592937,-0.7676024932292136,0.0,1.0
+s50k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,-0.7147663476075636,-1.3743845321579313,-0.08087207323471313,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,-0.791892436638042,-1.3945127252027316,-0.2668929999188772,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,-0.7784674598411878,-1.5858482226757131,-0.07488901141554925,scratch_closer_sig,-1.0248424584160203,-0.6366988730283607,0.0,0.8780487804878049
+s50k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,-0.5261535485739928,-1.4057944172660473,0.23247458387743497,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,-0.7026046607482432,-1.6698696808119688,0.08746204947268313,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.3067695012709307,-0.5301619852560889,0.4071908424770723,not_significant,-0.36960421805409516,-0.260250564143309,0.0,1.0
+s50k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.20153655167803963,-0.537860944465684,0.10933493805293149,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.3985765408807089,-0.6451968956172742,-0.2009883094209178,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,ISG-high T,pool,-0.5132784365146479,-1.2006173639052953,0.7985047491461107,not_significant,-0.5464394645266124,-0.3686246275838275,0.0,1.0
+s50k vs r16,comparator_depth_ref,ISG-high T,gw,-0.24128541118469632,-0.6685788693989285,1.0264524689164438,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,ISG-high T,dm,0.09166911706271957,-0.6840922760326177,1.068845534059741,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,DN2 / ABC B,pool,-0.4466135568411769,-0.8046952231957396,-0.0691059998212007,scratch_closer_sig,-0.5059565063921276,-0.3974178459722726,0.0,1.0
+s50k vs r16,comparator_depth_ref,DN2 / ABC B,gw,-0.3293446723510147,-0.7086921299855637,0.06218658135722887,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,DN2 / ABC B,dm,-0.3229802288032202,-0.7217726076278481,0.10501021695915955,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,HSPC,pool,-0.5898119003825519,-0.934960978875819,0.04768879477592779,not_significant,-0.663235205632834,-0.509146719022416,0.0,0.975609756097561
+s50k vs r16,comparator_depth_ref,HSPC,gw,-0.5898119003825519,-0.9231664613173327,0.11008790031710161,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,HSPC,dm,-0.5898119003825524,-0.9231664613173332,0.10725356543079372,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cytotoxic CD4 T,pool,-0.47143223161230136,-0.7135180652861457,0.3187623711894404,not_significant,-0.5287498948936507,-0.3821864869162664,0.0,1.0
+s50k vs r16,comparator_depth_ref,Cytotoxic CD4 T,gw,-0.5429714807548623,-0.7860045131344707,-0.027734225633776467,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.020182496177855946,-0.55867351195506,0.49333978235830006,not_significant,null,null,null,null
+s50k vs r16,comparator_depth_ref,Granulocyte-like (LDG),pool,-2.6054266032808715,-3.5661541627274858,-1.8743350382969646,scratch_closer_sig,-2.780513309838963,-2.521768674233962,0.0,1.0
+s50k vs r16,comparator_depth_ref,Granulocyte-like (LDG),gw,-2.605426603280871,-3.566154162727485,-1.8743350382969646,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Granulocyte-like (LDG),dm,-2.605426603280872,-3.566154162727485,-1.8743350382969637,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,-0.5943005710742804,-0.8741185478331857,-0.29558685092811965,scratch_closer_sig,-0.6424402883780036,-0.5291814121866847,0.0,1.0
+s50k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,-0.5142986602028561,-0.7874726596803971,-0.2281161996380489,scratch_closer_sig,null,null,null,null
+s50k vs r16,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,-0.30194502579282556,-0.6207825959077241,0.02942350132897837,not_significant,null,null,null,null
+s162k vs s50k,own_ref,C1Q-high monocyte (reference),pool,0.44046000196808244,0.017443393750701607,0.8907003611510284,comparator_closer_sig,0.3403048308742189,0.5176498016825573,0.0,0.6951219512195121
+s162k vs s50k,own_ref,C1Q-high monocyte (reference),gw,0.42086936750297976,0.01666769465472151,0.863913875815198,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,C1Q-high monocyte (reference),dm,0.6379445956885368,0.06813780124577408,1.2324518915095974,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Cycling T/NK,pool,0.31405289101494027,-0.24938461670666684,0.8970400087547181,not_significant,0.1504572277425149,0.40835760675303234,0.0,1.0
+s162k vs s50k,own_ref,Cycling T/NK,gw,0.32464225250685974,-0.23605130106477715,0.9010222150437691,not_significant,null,null,null,null
+s162k vs s50k,own_ref,Cycling T/NK,dm,0.3562502864117878,-0.2671498245374107,0.989437288043288,not_significant,null,null,null,null
+s162k vs s50k,own_ref,Cycling activated T (CD38/HLA-DR),pool,0.6221122725327706,0.08272490041585319,1.2063102066211797,comparator_closer_sig,0.5538589234735798,0.773204054992894,0.0,1.0
+s162k vs s50k,own_ref,Cycling activated T (CD38/HLA-DR),gw,0.6401004998591993,0.10601228860063978,1.2240964813956878,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Cycling activated T (CD38/HLA-DR),dm,0.5915775236560878,0.06819270165362898,1.1360192267088525,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Proliferating T (label),pool,-0.25933778264966556,-0.488557567859738,-0.03548051964522124,scratch_closer_sig,-0.2953832815387575,-0.20885340129006047,0.0,1.0
+s162k vs s50k,own_ref,Proliferating T (label),gw,-0.24950945061052598,-0.48209038195188275,-0.022967619327003606,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Proliferating T (label),dm,-0.25109460943167816,-0.47822903359300883,-0.01905628355608229,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Plasmablast (label),pool,-0.8457466506245511,-1.1681220150785925,-0.4290529072593174,scratch_closer_sig,-0.9519539597260301,-0.8231962488450341,0.0,1.0
+s162k vs s50k,own_ref,Plasmablast (label),gw,-0.8457466506245513,-1.1785450671733597,-0.5777473171185379,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Plasmablast (label),dm,-0.8457466506245513,-1.1785450671733597,-0.577747317118538,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Plasmablast (markers),pool,-0.3720809472433231,-0.4927495225745409,-0.23310938599901523,scratch_closer_sig,-0.41383072794884956,-0.35387911912066383,0.0,1.0
+s162k vs s50k,own_ref,Plasmablast (markers),gw,-0.3720809472433233,-0.4927495225745409,-0.23310938599901482,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Plasmablast (markers),dm,-0.3720809472433231,-0.4927495225745407,-0.23310938599901526,scratch_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,MS1 monocyte (IL1R2+),pool,0.6282529211088597,0.39644613406874146,0.9499653334389272,comparator_closer_sig,0.5601090472173449,0.7660550588932029,0.0,1.0
+s162k vs s50k,own_ref,MS1 monocyte (IL1R2+),gw,0.6616467299098052,0.4446438851807396,0.955753287568186,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,MS1 monocyte (IL1R2+),dm,0.6929648556861596,0.37636280487228513,0.9880685190831082,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Cycling monocyte (Ye 2026),pool,1.2602457665585058,0.5427492433227524,2.1294331044337373,comparator_closer_sig,1.1216259278845673,1.42226349550217,0.0,1.0
+s162k vs s50k,own_ref,Cycling monocyte (Ye 2026),gw,1.262846770175444,0.5503756439408928,2.1249402977525476,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Cycling monocyte (Ye 2026),dm,1.0285459007048194,-0.04422319423932261,2.387608450897373,not_significant,null,null,null,null
+s162k vs s50k,own_ref,ISG-high monocyte (positive control),pool,0.15582879600127986,0.0046183938677776485,0.27575178613058365,comparator_closer_sig,0.12767109571720936,0.18739748103848164,0.0,0.573170731707317
+s162k vs s50k,own_ref,ISG-high monocyte (positive control),gw,0.18520584945551255,0.03850955443541297,0.2687541600737589,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,ISG-high monocyte (positive control),dm,0.18372736861167094,0.0705164632876068,0.3015977534888088,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,ISG-high T,pool,0.21742801088175223,-0.2361193364434836,0.3847137391277278,not_significant,0.16671065930299356,0.26391104643419117,0.0,1.0
+s162k vs s50k,own_ref,ISG-high T,gw,0.1749468454842097,-0.07664370788761549,0.3016840980051472,not_significant,null,null,null,null
+s162k vs s50k,own_ref,ISG-high T,dm,0.13112733073119287,-0.08483138190618479,0.27013027781511434,not_significant,null,null,null,null
+s162k vs s50k,own_ref,DN2 / ABC B,pool,-0.051546591668172326,-0.38234703133979814,0.26539048292723266,not_significant,-0.11945613619948725,0.0011815338643739182,1.0,1.0
+s162k vs s50k,own_ref,DN2 / ABC B,gw,-0.04304020816571574,-0.3623988756306856,0.265593568729597,not_significant,null,null,null,null
+s162k vs s50k,own_ref,DN2 / ABC B,dm,-0.15443579158899556,-0.5597350625595952,0.24266761812710727,not_significant,null,null,null,null
+s162k vs s50k,own_ref,HSPC,pool,0.33615765135681047,-0.37411985112844365,0.6035461810138911,not_significant,0.23270533185323583,0.4382383427207099,0.0,1.0
+s162k vs s50k,own_ref,HSPC,gw,0.31910068106155487,-0.43250512116482664,0.5973350020512839,not_significant,null,null,null,null
+s162k vs s50k,own_ref,HSPC,dm,0.3264453924715354,-0.42852888608203793,0.5996230897579984,not_significant,null,null,null,null
+s162k vs s50k,own_ref,Cytotoxic CD4 T,pool,-0.12882757544080853,-0.3250803414528557,0.21536390441363015,not_significant,-0.1614511629063845,-0.09006939428196621,0.0,1.0
+s162k vs s50k,own_ref,Cytotoxic CD4 T,gw,-0.017425623472793278,-0.23310206610280057,0.19456469892278094,not_significant,null,null,null,null
+s162k vs s50k,own_ref,Cytotoxic CD4 T,dm,-0.1611445025321394,-0.4456428559602531,0.13868679770704206,not_significant,null,null,null,null
+s162k vs s50k,own_ref,Granulocyte-like (LDG),pool,1.584962500721156,1.0827063224972702,2.159388091131157,comparator_closer_sig,1.5013045716742468,1.7300792085809666,0.0,1.0
+s162k vs s50k,own_ref,Granulocyte-like (LDG),gw,1.584962500721156,1.0827063224972702,2.159388091131158,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Granulocyte-like (LDG),dm,1.584962500721157,1.082706322497271,2.159388091131158,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Platelet signal in monocytes (negative control),pool,0.7489826715967762,0.5833838081319177,0.9141015129910637,comparator_closer_sig,0.7169790219284633,0.7776658581333171,0.0,1.0
+s162k vs s50k,own_ref,Platelet signal in monocytes (negative control),gw,0.7484909418663661,0.5860379980979173,0.9074898223485018,comparator_closer_sig,null,null,null,null
+s162k vs s50k,own_ref,Platelet signal in monocytes (negative control),dm,0.5219123660179279,0.2646068764065489,0.7300567647429832,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,C1Q-high monocyte (reference),pool,0.44046000196808244,0.017443393750701176,0.8907003611510284,comparator_closer_sig,0.3403048308742189,0.5176498016825573,0.0,0.6951219512195121
+s162k vs s50k,comparator_depth_ref,C1Q-high monocyte (reference),gw,0.4243457323079456,0.01935401859955908,0.8697112449753419,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,C1Q-high monocyte (reference),dm,0.6379445956885368,0.06813780124577365,1.232451891509597,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling T/NK,pool,0.3140528910149407,-0.24938461670666684,0.8970400087547181,not_significant,0.1504572277425149,0.40835760675303145,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Cycling T/NK,gw,0.3253145574161276,-0.2367661163572159,0.9022856301814128,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling T/NK,dm,0.3562502864117878,-0.2671498245374111,0.9894372880432883,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),pool,0.6221122725327697,0.08272490041585319,1.2063102066211793,comparator_closer_sig,0.5538589234735793,0.7732040549928936,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),gw,0.6388074210916757,0.10671176813170234,1.2226240246111504,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling activated T (CD38/HLA-DR),dm,0.5915775236560883,0.06819270165362853,1.1360192267088522,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Proliferating T (label),pool,-0.25933778264966556,-0.488557567859738,-0.03548051964522124,scratch_closer_sig,-0.2953832815387575,-0.20885340129006047,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Proliferating T (label),gw,-0.24950945061052598,-0.48209038195188275,-0.022967619327003606,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Proliferating T (label),dm,-0.25109460943167816,-0.47822903359300883,-0.01905628355608229,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Plasmablast (label),pool,-0.8457466506245511,-1.1681220150785925,-0.4290529072593174,scratch_closer_sig,-0.9519539597260301,-0.8231962488450341,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Plasmablast (label),gw,-0.8457466506245513,-1.1785450671733597,-0.5777473171185379,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Plasmablast (label),dm,-0.8457466506245513,-1.1785450671733597,-0.577747317118538,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Plasmablast (markers),pool,-0.3720809472433235,-0.4927495225745408,-0.23310938599901504,scratch_closer_sig,-0.41383072794884956,-0.35387911912066383,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Plasmablast (markers),gw,-0.3720809472433234,-0.492749522574541,-0.23310938599901504,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Plasmablast (markers),dm,-0.3720809472433232,-0.4927495225745407,-0.23310938599901482,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,MS1 monocyte (IL1R2+),pool,0.6282529211088597,0.39644613406874146,0.9499653334389274,comparator_closer_sig,0.5601090472173451,0.7660550588932025,0.0,1.0
+s162k vs s50k,comparator_depth_ref,MS1 monocyte (IL1R2+),gw,0.6630982712422817,0.4526335387545543,0.9514574104785881,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,MS1 monocyte (IL1R2+),dm,0.6929648556861596,0.3763628048722856,0.9880685190831082,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling monocyte (Ye 2026),pool,1.2602457665585054,0.5427492433227521,2.129433104433737,comparator_closer_sig,1.1216259278845677,1.42226349550217,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Cycling monocyte (Ye 2026),gw,1.2566364905804117,0.5423648073263994,2.12770884236869,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cycling monocyte (Ye 2026),dm,1.0285459007048194,-0.044223194239323034,2.3876084508973734,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,ISG-high monocyte (positive control),pool,-0.013048193596365373,-0.264645431237066,0.21786783972897197,not_significant,-0.17577949262834575,0.15220503096000043,28.0,1.0
+s162k vs s50k,comparator_depth_ref,ISG-high monocyte (positive control),gw,-0.2661931953900206,-0.39651986052246324,-0.14839222764126006,scratch_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,ISG-high monocyte (positive control),dm,-0.18372736861167074,-0.29846465488893575,0.023179299156285443,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,ISG-high T,pool,-0.21742801088175198,-0.34208652242505555,0.3518851632869833,not_significant,-0.24255331325924123,0.16774843577720466,2.0,1.0
+s162k vs s50k,comparator_depth_ref,ISG-high T,gw,0.1669359438206493,-0.2512514345946649,0.29179952762547495,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,ISG-high T,dm,0.1311273307311927,-0.2133156044626673,0.2521771431935037,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,DN2 / ABC B,pool,-0.051546591668172326,-0.3823470313397986,0.2653904829272326,not_significant,-0.1194561361994868,0.0011815338643739182,1.0,1.0
+s162k vs s50k,comparator_depth_ref,DN2 / ABC B,gw,-0.04665324081479172,-0.36412050728177364,0.2584280160815833,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,DN2 / ABC B,dm,-0.15443579158899512,-0.5597350625595956,0.24266761812710771,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,HSPC,pool,0.4545658634654812,-0.11062394083878004,0.6851037279132232,not_significant,0.4113144132361264,0.5039780575905595,0.0,0.9878048780487805
+s162k vs s50k,comparator_depth_ref,HSPC,gw,0.4545658634654812,-0.21249465499179893,0.6747005254119746,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,HSPC,dm,0.45456586346548156,-0.2064918977618589,0.6747005254119752,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cytotoxic CD4 T,pool,0.0782098647221319,-0.28321566540117343,0.2905896085341398,not_significant,-0.02852081704233004,0.13524466427483584,1.0,1.0
+s162k vs s50k,comparator_depth_ref,Cytotoxic CD4 T,gw,0.015076729226337918,-0.2328416023370298,0.216117184754905,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Cytotoxic CD4 T,dm,-0.1611445025321394,-0.4473777003360324,0.13287466796285252,not_significant,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Granulocyte-like (LDG),pool,1.5849625007211556,1.0827063224972706,2.159388091131158,comparator_closer_sig,1.501304571674246,1.7300792085809666,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Granulocyte-like (LDG),gw,1.584962500721156,1.082706322497271,2.159388091131158,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Granulocyte-like (LDG),dm,1.584962500721157,1.082706322497271,2.159388091131158,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Platelet signal in monocytes (negative control),pool,0.7489826715967762,0.5833838081319181,0.9141015129910639,comparator_closer_sig,0.7169790219284626,0.7776658581333169,0.0,1.0
+s162k vs s50k,comparator_depth_ref,Platelet signal in monocytes (negative control),gw,0.7529793740589104,0.5899367249202022,0.9128430709526931,comparator_closer_sig,null,null,null,null
+s162k vs s50k,comparator_depth_ref,Platelet signal in monocytes (negative control),dm,0.5219123660179279,0.2646068764065489,0.7300567647429832,comparator_closer_sig,null,null,null,null