Detailed_Cluster_names
stringclasses
49 values
input_ids
listlengths
3.07k
3.07k
labels
int64
0
48
Naive
[ 0.01964842528104782, 1.7380330562591553, -0.35775646567344666, -0.6171767115592957, 0.7674608826637268, -0.994412899017334, -0.6364088654518127, 0.610892117023468, -0.02611706778407097, 0.8815428614616394, -0.15858040750026703, 0.8012628555297852, -0.8037914633750916, 0.2810118496417999, ...
15
Classical monocytes
[ -0.12225716561079025, 1.8403476476669312, -1.009798526763916, 0.5698910355567932, -0.8508658409118652, -0.8542246222496033, -0.23425240814685822, 1.1797813177108765, 1.2212159633636475, 0.28908032178878784, 0.3207767605781555, 0.2293081134557724, 0.448259562253952, 0.9721068739891052, 1....
8
Classical monocytes
[ 0.332430899143219, 0.5733938217163086, -0.9895296692848206, 0.11127716302871704, -0.02626044675707817, -0.6902081966400146, -0.9987456798553467, 1.7196241617202759, -0.2514881193637848, -0.7943196296691895, 0.15729327499866486, -0.38281941413879395, 0.7771117687225342, 0.7850302457809448, ...
8
Tem GZMK+
[ 0.05475993826985359, 1.5585142374038696, 0.6914187669754028, -0.05034159496426582, 0.18812605738639832, -0.4750484824180603, -0.006487643346190453, 0.4694896638393402, -0.026429783552885056, 1.153708815574646, 0.47359827160835266, -0.23030245304107666, -0.5188900232315063, 0.53860902786254...
26
Classical monocytes
[ -0.05074750632047653, 1.364432692527771, -0.5144883990287781, 0.7787718176841736, 0.6637610793113708, -0.3080753684043884, -0.437762975692749, 1.3633209466934204, 0.3363366723060608, 0.1414087861776352, 0.736524760723114, -0.6257767081260681, 0.2868485450744629, 0.9270003437995911, 2.323...
8
Naive
[ 0.8403844833374023, 2.6681456565856934, 0.41379550099372864, -0.059433743357658386, 0.7631808519363403, -0.5886993408203125, 0.44003796577453613, 1.1039196252822876, -0.6326239705085754, 0.9305325746536255, 0.07759872823953629, 0.12960921227931976, 0.13480530679225922, 0.5365055799484253, ...
15
Th2
[ 0.07376951724290848, 1.2153335809707642, -1.2804080247879028, -1.029528021812439, 0.508063018321991, -0.046685054898262024, 0.12182856351137161, 0.7849012017250061, -0.3054165244102478, 0.7279590368270874, -0.8197234869003296, -0.21226921677589417, 0.42161262035369873, 0.1279519498348236, ...
33
Classical monocytes
[ -0.25659316778182983, 1.4977017641067505, -0.8831924796104431, 0.6601147651672363, -0.873315155506134, -0.521995484828949, -0.08783085644245148, 0.78897625207901, 0.7254472970962524, 0.859541654586792, 1.2655613422393799, -0.6637376546859741, 0.3394584655761719, 0.6794062852859497, 1.811...
8
Th1/Th17
[ 1.029080867767334, 1.585174798965454, -1.0735622644424438, -0.8927064538002014, -0.2878497838973999, 0.448396235704422, 0.20375452935695648, 0.7794176936149597, -0.2851236164569855, 1.3041126728057861, -1.1097183227539062, 0.19895048439502716, -0.498975932598114, 0.22404775023460388, 1.6...
31
Treg memory
[ 0.071306511759758, 2.236707925796509, -0.12036168575286865, -0.213385209441185, 0.2504585385322571, -1.4654145240783691, 0.42595773935317993, 0.6264748573303223, -0.4932252764701843, 1.0141730308532715, -0.7527269124984741, 0.0876629650592804, 0.40850815176963806, 1.326115608215332, 2.59...
39
Th22
[ 0.8757058382034302, 2.1315484046936035, 0.22092168033123016, -0.15342144668102264, 0.3737914264202118, -0.9129847884178162, 0.9724035263061523, 1.0136237144470215, -0.13762277364730835, 0.7519262433052063, 0.16038429737091064, -0.6226811408996582, 0.839730441570282, 0.4806203544139862, 2...
34
CD56dim CD57low
[ 0.046971067786216736, 0.5061599016189575, 0.17967846989631653, 0.7090214490890503, 0.5758670568466187, -0.14229705929756165, -0.8518312573432922, 0.7724260687828064, -0.329447478055954, 0.4043484032154083, 0.3166867792606354, 0.7437387704849243, -1.2587895393371582, 0.06557101756334305, ...
7
Non-switched memory
[ 0.7208037376403809, 0.34263062477111816, -0.2460986226797104, 0.649715006351471, 1.0515295267105103, 0.08479607850313187, -0.039951473474502563, 1.9229143857955933, 0.4334070682525635, -1.0878468751907349, 0.2232118546962738, -0.2917211353778839, 0.6555253267288208, 0.92836993932724, 1.3...
18
Naive
[ -0.2840750813484192, 1.2295328378677368, -1.0145565271377563, -0.6508006453514099, 0.4275035858154297, -0.6932933330535889, -0.4924415051937103, 0.5821599364280701, 0.2443099170923233, 1.640959620475769, -0.3672921359539032, -0.18709392845630646, 0.17890766263008118, 0.31453782320022583, ...
15
Naive
[ 0.10437286645174026, 1.5012352466583252, -1.1029139757156372, -0.015235795639455318, 0.37886080145835876, -0.04490657150745392, -0.5809860229492188, 0.27142030000686646, -0.9303239583969116, 0.9297565817832947, -0.448482483625412, 0.46248719096183777, -1.080274224281311, -0.124338477849960...
15
Naive
[ 0.06440576165914536, 0.9425048828125, -0.7413647770881653, -0.888785183429718, 0.6776599884033203, -1.1110031604766846, -0.9512585997581482, 0.43604350090026855, 0.04187404736876488, 1.0328890085220337, -0.7057796120643616, -0.8709298968315125, 0.12265545129776001, 0.7366595268249512, 1....
15
CD56dim CD57+
[ -0.14015638828277588, 1.7025120258331299, -0.5747783184051514, 1.1054962873458862, -0.13576380908489227, -0.9818443059921265, 0.019827378913760185, 1.35422682762146, 1.1210665702819824, 0.40247711539268494, 0.6668826341629028, -0.5187458992004395, 0.6842058897018433, 0.42476147413253784, ...
4
MAIT cells
[ 0.3572622537612915, 0.5906528830528259, -0.8382677435874939, -0.5807928442955017, -0.5760396122932434, 0.7368936538696289, -0.025585100054740906, 0.2085849940776825, -0.11991100758314133, 1.427067518234253, 0.5518338680267334, -0.0377809964120388, -1.5664012432098389, 0.5777572989463806, ...
13
Naive
[ -0.13295632600784302, 0.8719441890716553, -0.9519323110580444, -0.805529773235321, 0.37409111857414246, -0.9633736610412598, -1.0981510877609253, 0.8279914259910583, -0.028497206047177315, 1.3230921030044556, -0.34862396121025085, 0.0993296280503273, 0.42731451988220215, 0.5308277010917664...
15
Th2
[ -0.17091278731822968, 1.3599050045013428, -0.8578639626502991, -0.37431102991104126, -0.07147641479969025, -0.33261385560035706, -0.6143229007720947, 1.2764344215393066, -0.3916839361190796, 1.38872230052948, -0.09362464398145676, -0.807506799697876, 0.40197449922561646, 1.2775099277496338...
33
Naive
[ -0.11167548596858978, 1.7307634353637695, -0.7178239226341248, -0.41980355978012085, 0.6529603600502014, -0.49510034918785095, 0.21547235548496246, 0.8782333731651306, 0.5990111827850342, 0.9446234107017517, -0.1475393921136856, -0.6850425004959106, -0.39516931772232056, 0.1681063622236251...
15
Th2
[ 0.4301362633705139, 1.9641249179840088, -0.573921799659729, -0.2111402153968811, 0.1851908415555954, 0.0007790832896716893, 0.5004403591156006, 0.8857886791229248, 0.5808829069137573, 0.8701757192611694, -0.5325162410736084, -0.19297222793102264, 0.46448713541030884, -0.03966807201504707, ...
33
Naive
[ 0.45270898938179016, 1.1052894592285156, -1.0195759534835815, -1.0625301599502563, 0.46332284808158875, -0.2693098187446594, -0.6279290318489075, 0.8127747774124146, -0.382304310798645, 0.8993552923202515, -0.42041483521461487, -0.15349946916103363, 0.00413493812084198, 0.22341395914554596...
15
Naive
[ -0.01566556841135025, 0.8798801302909851, -0.6647418141365051, -0.42312857508659363, 0.5196957588195801, -0.710238516330719, -0.3809729516506195, 0.6446931958198547, 0.3173832595348358, 1.079994797706604, -0.21015283465385437, -1.039568305015564, -0.23942121863365173, 0.14471280574798584, ...
15
CD56dim CD57low
[ -0.4008381962776184, 0.3364187777042389, 0.12538884580135345, 0.444182813167572, 0.45935481786727905, 0.1637367457151413, -0.7350936532020569, 1.0870627164840698, -1.1740679740905762, 0.6730009913444519, 0.7038980722427368, 0.8852236270904541, -0.25333768129348755, 0.25391390919685364, 2...
7
Th17
[ 0.4598003327846527, 1.7045925855636597, -0.6830764412879944, -0.8125832676887512, -0.4230749011039734, -0.2361816167831421, 0.7755247354507446, 0.7787920832633972, 0.13653564453125, 1.1413459777832031, -0.9362258911132812, -0.015052743256092072, 0.03729088604450226, 1.0239319801330566, 2...
32
Classical monocytes
[ 0.3588205575942993, 1.2722749710083008, -0.8475348353385925, 0.005643365904688835, -0.7647120952606201, -0.6333173513412476, -0.4361794888973236, 1.2171109914779663, 0.62629634141922, 0.4528874456882477, 0.123045913875103, -0.13657736778259277, 0.7389360666275024, 0.9788585901260376, 2.1...
8
Classical monocytes
[ -0.4775904715061188, 1.2000428438186646, -0.6386620998382568, 1.4366637468338013, 0.20706231892108917, -0.38846802711486816, -0.257019966840744, 1.2250767946243286, 0.43497493863105774, -0.26932427287101746, 0.079200379550457, -0.5481680631637573, 0.6696068644523621, 0.9997597932815552, ...
8
Classical monocytes
[ -0.1263120472431183, 0.9369162321090698, -0.6849952936172485, 1.0232858657836914, 0.4713258743286133, -0.35829949378967285, -0.13610249757766724, 1.3175287246704102, 0.3791091740131378, 0.14577312767505646, 1.5233442783355713, -1.0907351970672607, 0.09502279758453369, 0.839682400226593, ...
8
Naive
[ 0.29875144362449646, 1.5195107460021973, -0.4276825189590454, 1.22354257106781, 0.205436572432518, -0.6819851994514465, -1.8526569604873657, 0.8529860377311707, -0.8236466646194458, 0.8368782997131348, -0.9175406694412231, -0.305533230304718, -0.2442832589149475, 0.8378308415412903, 2.53...
15
Naive
[ -0.016085665673017502, -0.8198272585868835, -1.1641597747802734, 0.468769907951355, 1.6060651540756226, 0.2503516972064972, -0.6393688917160034, 1.3971900939941406, 1.2095123529434204, -0.46499937772750854, 0.45769327878952026, -0.4545898735523224, 0.6129903197288513, 0.5022776126861572, ...
15
Classical monocytes
[ -0.24213920533657074, 0.6678045988082886, -0.21978317201137543, 1.5147229433059692, 0.10009721666574478, -0.5510351657867432, -1.4959222078323364, 0.569236695766449, -0.08591949194669724, 0.33301135897636414, -1.1750209331512451, 0.9568686485290527, -1.1165177822113037, 0.6718247532844543,...
8
Naive
[ -0.1383507400751114, 1.1174328327178955, -1.957520604133606, -1.095836877822876, 0.28711891174316406, -0.12107198685407639, 0.4084445834159851, 0.9930746555328369, -0.47048717737197876, 0.9217842817306519, -0.7219939827919006, 0.4081067442893982, 0.79386967420578, 0.5105157494544983, 2.2...
15
Th2
[ 0.16876709461212158, 1.5282772779464722, -0.3909127712249756, -0.18645495176315308, -0.05087500810623169, -0.6207993030548096, 0.20353998243808746, 0.7672461867332458, 0.048522643744945526, 0.7026581168174744, -0.06317859888076782, -0.880381166934967, -0.23472394049167633, 0.61296916007995...
33
Tem GZMB+
[ 0.4752926230430603, 1.5664151906967163, -1.395777940750122, -1.0296739339828491, 0.2231716811656952, -0.03474418446421623, 0.6328559517860413, 1.1711015701293945, -0.3457399606704712, 0.644763171672821, -1.0898116827011108, -0.01826700195670128, 0.6887233257293701, 0.013200074434280396, ...
25
Naive
[ 0.09108933806419373, 1.657440423965454, -0.8182942867279053, -0.6834529638290405, 1.008845567703247, -0.13051603734493256, 0.20703469216823578, 0.666925847530365, -0.22990114986896515, 0.5345298051834106, -0.3200250267982483, 0.02354356460273266, -0.035640228539705276, 0.24377833306789398,...
15
Tfh
[ 0.6039997339248657, 1.511678695678711, -1.1948440074920654, -0.792773962020874, -0.4456956386566162, -0.02503250353038311, 0.09230112284421921, 0.7243458032608032, -0.5478744506835938, 1.54833984375, -0.3748186528682709, -0.5987644195556641, 0.403911292552948, 0.5393696427345276, 2.21127...
29
Classical monocytes
[ 0.25734224915504456, 1.0539278984069824, -0.8000425100326538, 0.4423111379146576, -0.10795652121305466, -0.7971453666687012, -0.5694319605827332, 1.5581167936325073, -0.21844780445098877, 0.37172675132751465, 0.897124707698822, -0.2986556887626648, 0.3219629228115082, 0.430685430765152, ...
8
Naive
[ 0.2729729115962982, 1.9360740184783936, -0.2329939901828766, -0.1341906487941742, 0.46249571442604065, -0.5469802021980286, 0.30923715233802795, 1.0642143487930298, 0.01063710916787386, 0.6174174547195435, -0.36056771874427795, -0.14338640868663788, 0.3686020076274872, 0.23968587815761566,...
15
Tfh
[ 0.8149071931838989, 1.8866668939590454, -0.7004224061965942, -0.4219040870666504, -0.2240261435508728, -0.29924851655960083, -0.09360059350728989, 0.7300474047660828, -0.4696124792098999, 1.2528152465820312, -0.4075640141963959, -0.010115666314959526, 0.23476706445217133, 0.338289231061935...
29
Tcm CCR4-
[ -0.24109068512916565, 1.4039697647094727, -0.2672368586063385, -0.36229413747787476, 0.5859605669975281, -0.4343104064464569, -0.04120546951889992, 0.6086710691452026, 0.2005273699760437, 0.7670150995254517, -0.34761178493499756, 0.3832527697086334, -0.5381994843482971, 0.14947737753391266...
24
Naive
[ 0.2263413369655609, 1.4598437547683716, -0.6985641121864319, -0.4852333068847656, 1.1260323524475098, -0.6344749927520752, 0.39318275451660156, 1.3706368207931519, -0.3457682132720947, 0.9315729737281799, -0.5448691248893738, 0.07047315686941147, -0.31133830547332764, 0.2601085901260376, ...
15
Temra
[ -0.3660953938961029, 1.581554889678955, -0.8948781490325928, -0.039972372353076935, 0.41319355368614197, -0.9086048603057861, 0.18837307393550873, 0.2447846233844757, 0.7203362584114075, 1.0166869163513184, -0.20889663696289062, 0.08776562660932541, -0.49203529953956604, 0.1459029018878936...
27
Classical monocytes
[ -0.2775784730911255, 1.1871120929718018, -0.9606081247329712, 0.6684843301773071, -0.44512179493904114, -0.16444040834903717, -0.5284708738327026, 0.7762046456336975, 0.24389873445034027, -0.052314016968011856, 0.9231749176979065, -0.5777466297149658, 0.5933763384819031, 0.6408535838127136...
8
CD56dim CD57low
[ 0.23356465995311737, 1.1476895809173584, -0.28075236082077026, 1.344395399093628, 0.4364512860774994, 0.017953859642148018, -1.3487763404846191, 0.6198994517326355, 0.2146446853876114, 0.33673155307769775, 0.6482430100440979, 1.7259855270385742, -0.5481652021408081, 0.08853918313980103, ...
7
Classical monocytes
[ 0.31315359473228455, 1.1261097192764282, -0.9237164855003357, 0.34589090943336487, 0.11062730848789215, -1.0240504741668701, -0.7085005044937134, 1.7818553447723389, 0.04992488771677017, 0.5656449794769287, 0.5800619125366211, -1.0057793855667114, 0.0658431276679039, 0.1569274514913559, ...
8
Non-classical monocytes
[ -0.722678542137146, 1.0406643152236938, -0.1546076536178589, 1.1840399503707886, 0.49811792373657227, -0.5332778096199036, -0.9346046447753906, 1.9725459814071655, 0.006165043916553259, 0.6134828329086304, -0.2173115611076355, 1.310286283493042, 1.4414061307907104, 0.4075644910335541, 1....
17
Temra
[ 0.6789112091064453, 2.5149903297424316, -0.24283060431480408, 0.7626115083694458, 0.3775297999382019, -0.959774911403656, -0.2908628284931183, 0.2474902868270874, -0.6731465458869934, 0.7774723768234253, -0.8412795662879944, 1.0955787897109985, -0.9990701675415039, 0.6019317507743835, 3....
27
Classical monocytes
[ 0.4466846287250519, 1.22452712059021, 0.27170777320861816, 1.8992094993591309, 0.2536451518535614, 0.010743715800344944, -1.4760931730270386, 0.8172462582588196, -0.4131312966346741, 0.347744882106781, -0.46066588163375854, 0.9763414263725281, -1.1682188510894775, 0.7373940944671631, 2.1...
8
Vd2 GZMB+
[ 0.49172675609588623, 1.9625123739242554, -0.17742712795734406, 1.3508750200271606, 0.514738142490387, -0.4608969986438751, -0.6702050566673279, 0.16666458547115326, -0.09115083515644073, 0.9007980227470398, -0.5883813500404358, 1.0141470432281494, -0.4575592577457428, 0.1915517896413803, ...
44
Terminal effector
[ 0.18595829606056213, 1.5431272983551025, -1.4110934734344482, 0.38397055864334106, 0.5578123331069946, -0.313554048538208, -0.9291990399360657, 0.20330631732940674, -0.7691868543624878, 1.482380747795105, -0.5828167200088501, 0.6803302764892578, -0.6777596473693848, 0.7418322563171387, 2...
28
Tem GZMB+
[ 0.9766996502876282, 2.2298872470855713, -0.4014577567577362, 0.694420337677002, -0.0424005463719368, -0.5537739396095276, -0.6056451201438904, 0.2995012104511261, -0.10605908185243607, 0.7944015860557556, -0.7247305512428284, -0.09169626235961914, -0.21462048590183258, 0.8057108521461487, ...
25
Naive
[ -0.036285534501075745, 1.8231128454208374, -0.8503701686859131, -0.41019564867019653, -0.4183742105960846, -0.34481316804885864, 0.6311252117156982, 0.5702953338623047, 0.010508319362998009, 1.7171434164047241, -1.170143485069275, -0.035674385726451874, 0.21700868010520935, 0.4916440546512...
15
MAIT cells
[ 0.8369066715240479, 1.182700276374817, -0.9515495896339417, -0.29898566007614136, -0.004808132536709309, -0.11335606127977371, -1.2634061574935913, 1.226166844367981, -1.0544085502624512, 1.1227705478668213, 0.023725800216197968, -0.5805111527442932, -0.809104859828949, -0.1657723337411880...
13
Non-classical monocytes
[ -1.1013034582138062, 1.3889641761779785, -0.34861764311790466, 1.0097054243087769, -0.3486754596233368, -0.8064289689064026, -0.8778326511383057, 1.644052267074585, 1.0599324703216553, 0.2500309944152832, 0.13503673672676086, 0.6721187829971313, 0.9944317936897278, 0.8759570121765137, 1....
17
Naive
[ -0.26758137345314026, 1.011057734489441, -0.9454846382141113, -0.4428110420703888, 0.8712839484214783, -0.8088008165359497, -0.20347236096858978, 0.49708157777786255, 0.13615834712982178, 0.6401820182800293, -0.2941395342350006, -0.586005449295044, 0.2514955699443817, 0.1824895441532135, ...
15
Naive
[ 0.8487392663955688, 1.750671625137329, -0.23691773414611816, -0.3867374360561371, 1.197704553604126, -0.5201563835144043, -0.34893694519996643, 1.1379972696304321, -0.8184270858764648, -0.01567292958498001, -0.24094268679618835, -0.044776927679777145, -0.387104868888855, 0.0757771432399749...
15
Naive
[ 0.37262898683547974, 1.3003060817718506, -0.474324107170105, -0.398254930973053, 1.1239573955535889, -1.3348180055618286, -0.5286816954612732, 0.8699795603752136, -0.4769638478755951, 0.7745583653450012, -0.7100023627281189, -0.6205762624740601, 0.08477421849966049, 0.2863583266735077, 2...
15
Naive
[ 0.36821720004081726, 1.6050100326538086, -0.09744864702224731, -0.7391573190689087, 0.5650650858879089, -0.5024569034576416, -0.09988362342119217, 0.8475756049156189, 0.38792121410369873, 0.9422861933708191, -0.10676275193691254, -0.30321934819221497, -0.14467774331569672, -0.5593352913856...
15
Th1/Th17
[ 0.8918927311897278, 1.5123447179794312, -0.7845929265022278, -0.7596971988677979, 0.370803564786911, 0.33744603395462036, 0.5555447340011597, 1.0684583187103271, -0.39153510332107544, 1.0816351175308228, 0.2184116244316101, -0.07165549695491791, 0.04927007853984833, 0.543998122215271, 2....
31
Tem GZMK+
[ 0.32487356662750244, 1.3696746826171875, -0.5139003396034241, 0.712357223033905, 0.26310867071151733, -0.11496652662754059, -0.7046172022819519, 0.2579156458377838, -0.024863412603735924, 0.01741740293800831, -0.47635433077812195, 0.43765485286712646, -0.7782856225967407, 0.160712867975234...
26
Naive
[ -0.060268305242061615, 1.3733091354370117, -0.9262938499450684, -0.18045839667320251, 0.47834303975105286, -0.5129724144935608, -0.26823726296424866, 0.8570187091827393, 0.7622414827346802, 1.3339564800262451, -0.07558947801589966, -0.17228557169437408, 0.29671114683151245, -0.052655465900...
15
Th22
[ 0.9106308817863464, 1.2776566743850708, -0.5872184038162231, -0.6644859313964844, 0.27736228704452515, 0.051970355212688446, 0.05802563950419426, 1.691222071647644, -0.595463752746582, 0.9360060691833496, -0.3556794226169586, -0.48062318563461304, 0.8455523252487183, 0.13537681102752686, ...
34
CD56dim CD57+
[ 0.20930716395378113, 0.447542279958725, -0.324990451335907, 1.0821233987808228, 0.5770852565765381, 0.24645735323429108, -2.202573776245117, 1.1790027618408203, -1.0411220788955688, 0.2307617962360382, -0.16214653849601746, 1.7660781145095825, -0.3827429711818695, 0.30711469054222107, 2....
4
Th1/Th17
[ 0.8020234704017639, 1.855242371559143, -0.9350074529647827, -1.1305991411209106, -0.08912451565265656, -0.5197760462760925, -0.33370742201805115, 0.7068935632705688, 0.10920992493629456, 0.8020893335342407, -0.7681509852409363, -0.34690234065055847, 0.029334276914596558, 0.1031266227364540...
31
CD56dim CD57int
[ 0.9611613154411316, 1.389613151550293, -0.505611777305603, 0.4467172622680664, 0.31827306747436523, -0.5542493462562561, -1.3470468521118164, 0.527843177318573, -0.4976745545864105, 1.27739679813385, -0.8920302391052246, 0.6211773753166199, -1.2818597555160522, 0.3239774703979492, 3.3583...
6
Exhausted-like memory
[ 0.06897808611392975, 1.9783227443695068, -0.42527318000793457, -0.662522554397583, 0.5937725901603699, -0.573704183101654, 0.27868542075157166, 0.6517461538314819, 0.2991672158241272, 0.7440705299377441, -0.39015257358551025, 0.06052876636385918, -0.20511086285114288, -0.08713249862194061,...
10
Classical monocytes
[ -0.6615981459617615, 1.0090616941452026, -1.21157968044281, 0.8016560673713684, -0.1372871845960617, 0.047435227781534195, -0.7495610117912292, 1.4096317291259766, 0.6895126700401306, -0.030909912660717964, 0.22706998884677887, -0.5964384078979492, 0.3999822735786438, 1.0096938610076904, ...
8
Naive
[ 0.70064377784729, 1.989262580871582, 0.37993666529655457, -0.22422796487808228, 0.4546070098876953, -0.901314377784729, 0.35822612047195435, 0.6191274523735046, 0.2385171353816986, 0.825768768787384, -0.09958889335393906, -1.0397452116012573, -0.16057701408863068, -0.07799550145864487, 1...
15
CD56dim CD57+
[ 0.3056851625442505, 1.2426443099975586, -0.2802049517631531, 0.47317925095558167, 0.9091130495071411, -1.0654908418655396, 0.026091942563652992, 1.668861746788025, 0.5496271252632141, 0.10497768223285675, -0.3255096971988678, -0.5588113069534302, 0.26219722628593445, 0.9667321443557739, ...
4
Vd2 GZMB+
[ -0.2501509487628937, 1.2587034702301025, -1.169256329536438, 1.304422378540039, 0.7890809774398804, -0.5092732310295105, -1.8632069826126099, 0.18151897192001343, -1.1240345239639282, 1.1889721155166626, -1.0523325204849243, 1.2632888555526733, 0.15580831468105316, 0.9019113183021545, 2....
44
Classical monocytes
[ -0.40052103996276855, 0.4544241428375244, -0.533659040927887, 0.906501829624176, 0.3257828652858734, -0.451118141412735, -0.2734166979789734, 1.085424542427063, 0.6497234106063843, 0.29880622029304504, 0.997163712978363, -0.8449762463569641, 0.42618685960769653, 0.640862226486206, 2.7299...
8
Non-classical monocytes
[ -0.42511698603630066, 1.4543436765670776, -0.06710214167833328, 1.1617188453674316, 0.5441442131996155, -0.689422607421875, -0.7808670997619629, 1.9718636274337769, 0.1229330375790596, 0.13330389559268951, -0.12231283634901047, 1.282735824584961, 1.4317970275878906, 0.8177282214164734, 2...
17
Th2
[ 0.3663268983364105, 1.7926641702651978, -0.4782002866268158, -1.2490687370300293, -0.2953685522079468, -0.3239905536174774, 0.1876782923936844, 0.7737583518028259, 0.11774244904518127, 0.6745843291282654, -0.93106609582901, 0.4758950471878052, 0.3763205409049988, 0.5156114101409912, 1.69...
33
CD56dim CD57int
[ 0.7313157916069031, 1.4781267642974854, 0.14368100464344025, 0.7184414267539978, 0.31852421164512634, -0.6030715107917786, -0.9497628808021545, 1.7436851263046265, -0.7368478775024414, 0.27980393171310425, -0.8946553468704224, 1.0208606719970703, -0.6704514026641846, 0.6440524458885193, ...
6
Vd2 GZMK+
[ 0.7356672286987305, 1.7011994123458862, -0.47585225105285645, 0.23410998284816742, 0.376777321100235, -0.2880710959434509, -0.3015662431716919, 0.6260551810264587, -0.8474487662315369, 0.8548193573951721, -0.6497242450714111, 0.3606083393096924, -1.2044764757156372, 0.5274142026901245, 2...
45
Tem GZMB+
[ 1.0717668533325195, 2.2969281673431396, -0.7297856211662292, 0.52805095911026, 0.5683269500732422, -0.23584070801734924, -0.5520805716514587, 0.31234875321388245, -0.6851097345352173, 0.7276891469955444, -0.33913615345954895, 1.5301158428192139, 0.1311693638563156, 0.21153037250041962, 3...
25
Th1/Th17
[ 0.4411732852458954, 1.844111680984497, -1.1240981817245483, -0.32912394404411316, 0.9082697033882141, 0.009024862200021744, 0.18901512026786804, 0.9712176322937012, -0.8893263936042786, 0.9038050174713135, -0.033264487981796265, 0.0035422458313405514, 0.6826587319374084, 0.6013506054878235...
31
Naive
[ 0.4213615953922272, 1.0968695878982544, -0.7047250270843506, -1.200891375541687, -0.28641805052757263, -0.1972440481185913, 0.46249595284461975, 1.0956320762634277, -0.4637480676174164, 0.9830334186553955, -0.7086114883422852, -0.33678457140922546, 0.5579791069030762, 0.10887633264064789, ...
15
cDCs
[ 0.4257048964500427, 1.6391143798828125, -1.2715277671813965, 0.642792820930481, -0.3717106282711029, -0.24578925967216492, -0.587619960308075, 1.3815629482269287, 0.20761030912399292, 0.8459892272949219, 0.8747278451919556, -0.8448359966278076, 0.36250725388526917, 0.2600606381893158, 1....
46
MAIT cells
[ 0.5805264711380005, 1.348656177520752, 0.24982009828090668, -0.07190055400133133, -0.6685744524002075, 0.005766444373875856, -0.22588197886943817, 0.20737308263778687, 0.12484428286552429, 1.3174737691879272, 0.018609456717967987, 0.0168046485632658, -1.2890721559524536, 0.6370970010757446...
13
CD56dim CD57int
[ 0.14641790091991425, 0.4092431664466858, -1.2169532775878906, 0.9495276808738708, 0.535614550113678, -0.4184722900390625, 0.17818289995193481, 0.9311923384666443, 0.1409655660390854, 0.18880251049995422, 0.8179764151573181, -0.6563656330108643, 0.6178493499755859, 0.24330584704875946, 1....
6
Proliferative
[ -0.25260376930236816, 0.9720310568809509, -0.4670061767101288, 1.8461817502975464, 0.8901268839836121, -0.1886066198348999, -1.3997434377670288, 0.8882626891136169, 0.06868766248226166, 0.3017342686653137, 0.3836005926132202, 0.9675434827804565, -0.25362932682037354, -0.0530414953827858, ...
21
Naive-IFN
[ 0.49973422288894653, 0.8369550704956055, -0.4747750759124756, -0.1362573504447937, 0.6656893491744995, -0.34481707215309143, -0.32464826107025146, 1.5186946392059326, -0.18482795357704163, 0.3829076886177063, -0.06680364161729813, -0.6800286769866943, 0.9983152151107788, 0.2375486344099044...
16
Th22
[ 0.08940359950065613, 1.2730883359909058, -1.5955314636230469, -1.0227993726730347, 0.028228893876075745, -1.050166368484497, -0.8398233652114868, 1.131645917892456, -0.4862634837627411, 1.7799327373504639, -1.2734886407852173, -0.5154455900192261, 0.26017072796821594, 0.8547242879867554, ...
34
Naive
[ 0.10533106327056885, 1.8484851121902466, -0.1275688260793686, -0.21205738186836243, 0.7207056283950806, -0.47758418321609497, 0.4934215843677521, 0.9890808463096619, 0.42000606656074524, 0.6265940070152283, 0.03045043721795082, -0.4799986183643341, -0.6640241146087646, 0.15734650194644928,...
15
Tfh
[ 0.7694308161735535, 1.342209815979004, -0.43965286016464233, 0.03561166673898697, 0.6228750944137573, 0.279190331697464, 0.6809236407279968, 0.7997250556945801, -0.08524738997220993, 0.5682322978973389, -0.07919372618198395, -0.5345537662506104, 0.7568879127502441, 0.11272545158863068, 1...
29
Tem GZMB+
[ 0.9324995279312134, 1.9819611310958862, -0.5394642353057861, 0.9847152829170227, 0.7663677930831909, -0.1541059911251068, -0.7872967720031738, 0.5624645352363586, -0.765423059463501, 0.6881899237632751, 0.20941726863384247, 0.373962938785553, -0.6049485802650452, 0.1631394624710083, 2.83...
25
Naive
[ 1.1832616329193115, 1.386204481124878, -0.9434916973114014, 0.2840397357940674, -0.005227611865848303, -0.18177136778831482, -0.8088703751564026, 0.46413370966911316, -1.3744828701019287, 0.7619357705116272, 0.3086037337779999, 0.40294149518013, -0.7370105385780334, 0.25433269143104553, ...
15
Naive
[ 0.15420523285865784, 1.4887434244155884, -1.4900612831115723, -0.8059695959091187, 0.0857083797454834, 0.02047027088701725, 0.6875059604644775, 1.1724283695220947, -0.33077722787857056, 1.711688756942749, -0.2831202745437622, 0.006072782911360264, 0.9413906931877136, 0.4500093460083008, ...
15
Tcm CCR4-
[ 0.34570741653442383, 0.9820392727851868, -0.4173816442489624, -0.5979426503181458, 1.0335038900375366, -1.0381778478622437, -0.7391595840454102, 1.0319569110870361, 0.07739068567752838, 1.002366065979004, -0.045821283012628555, -0.24392423033714294, 0.00023303607304114848, 0.40383040904998...
24
Naive
[ -0.15275828540325165, 1.4130570888519287, -0.5855122208595276, -0.1108495444059372, 0.8036693930625916, -0.353858083486557, -0.7191287875175476, 0.3959384262561798, 0.1846737265586853, 0.8142616152763367, 0.11342830210924149, 0.22259639203548431, -0.28253260254859924, 0.4700759947299957, ...
15
Th22
[ -0.06277832388877869, 1.2375397682189941, -0.34261906147003174, -0.09911053627729416, 0.833876371383667, -1.1237640380859375, -0.6190539002418518, 0.6180122494697571, -0.0861615240573883, 0.568636417388916, -0.2782071530818939, 0.3250989019870758, -0.5637176036834717, -0.046070490032434464...
34
Th22
[ 0.2735631763935089, 1.7684201002120972, -1.3644601106643677, -1.0259089469909668, 0.2666037082672119, -0.264283150434494, 0.2686910927295685, 1.5401021242141724, -0.4241548776626587, 0.13464796543121338, -0.7881593108177185, 0.3123790919780731, 1.4724688529968262, 0.6176046133041382, 2.4...
34
Naive
[ 0.22052818536758423, 1.7300924062728882, -0.4422094225883484, -0.04869097098708153, 1.021697759628296, -0.5839092135429382, -0.47467657923698425, 0.518385112285614, -0.09619203209877014, 0.5832381248474121, 0.013701120391488075, 0.5340774655342102, -0.29018154740333557, -0.0486070960760116...
15
Tem GZMB+
[ 0.6768489480018616, 1.302138090133667, -0.12968580424785614, -0.2852098345756531, 0.40435677766799927, -0.5135640501976013, -0.386813223361969, 0.765484094619751, -0.27044805884361267, 0.8761001229286194, -0.020662911236286163, -0.4164789915084839, -0.21542997658252716, -0.0578654557466506...
25
HLA-DR+ memory
[ 0.3879225552082062, 2.0422048568725586, -1.0584845542907715, -0.42209264636039734, -0.24645601212978363, -0.8647924661636353, -0.18077830970287323, 0.7115587592124939, -0.30066779255867004, 1.392223834991455, -0.09846975654363632, -0.5422363877296448, -0.12239646166563034, 0.51253557205200...
12
Naive
[ 0.2145560383796692, 1.2486281394958496, -1.6725988388061523, -1.491211175918579, -0.4328765273094177, 0.09620252251625061, -0.09788632392883301, 0.6452803015708923, -0.15660372376441956, 1.3812001943588257, -0.7262459397315979, 0.10725057125091553, 0.24544024467468262, 0.04119614511728287,...
15
Tcm CCR4+
[ 0.6353769302368164, 1.7263619899749756, -0.16360844671726227, -0.3608906865119934, 0.46459776163101196, -0.9275265336036682, 0.13995884358882904, 1.1081604957580566, -0.3711302578449249, 1.0289649963378906, -0.17253521084785461, 0.14424379169940948, -0.13775037229061127, -0.114837259054183...
23
Tfh
[ 0.7515239119529724, 1.2260620594024658, -1.4407405853271484, -0.7324645519256592, 0.795757532119751, -0.12645545601844788, 0.2938174605369568, 0.6676797866821289, -0.5517716407775879, 0.8786921501159668, -0.5195651054382324, 0.1040227860212326, 0.5408862829208374, -0.020263267681002617, ...
29