xcell-rust 0.1.0

Pure-Rust port of xCell (Aran et al. 2017) cell-type enrichment — ssGSEA, spillover-corrected — validated for numeric parity against the R xCell package. Built on gsva-rust.
Documentation
rowname	aDC	Adipocytes	Astrocytes	B-cells	Basophils	CD4+ naive T-cells	CD4+ T-cells	CD4+ Tcm	CD4+ Tem	CD8+ naive T-cells	CD8+ T-cells	CD8+ Tcm	CD8+ Tem	cDC	Chondrocytes	Class-switched memory B-cells	CLP	CMP	DC	Endothelial cells	Eosinophils	Epithelial cells	Fibroblasts	GMP	Hepatocytes	HSC	iDC	Keratinocytes	ly Endothelial cells	Macrophages	Macrophages M1	Macrophages M2	Mast cells	Megakaryocytes	Melanocytes	Memory B-cells	Mesangial cells	Monocytes	MPP	MSC	mv Endothelial cells	Myocytes	naive B-cells	Neurons	Neutrophils	NK cells	NKT	Osteoblast	pDC	Pericytes	Plasma cells	Preadipocytes	pro B-cells	Sebocytes	Skeletal muscle	Smooth muscle	Tgd cells	Tregs	Erythrocytes	Th1 cells	Th2 cells	CD4+ memory T-cells	MEP	Platelets
aDC	1	0	0	0.057383132627896641	0.18342904158629833	0	0.01496787854385157	0	0	0	0	0	0	0	0	0	0	0	0	0	0.15931922616632729	0	0	0	0	0	0.5	0	0	0.47445540483354648	0	0	0.020752217191716403	0	0.0010638918650909045	0	0	0.16115744761460757	0	0	0	0	0	0	0.18495473530454717	0.011345163120696866	0.12088858467832381	0	0	0	0	0	0	0	0.030860656146101912	0	0	0	0	0	0	0	0	0
Adipocytes	0	1	0	0.032085771012869004	0.097393015820377488	0	0.023248447310639242	0	0	0	0.021119562373334854	0	0	0	0.11861143412945521	0	0	0	0.014570549156727742	0	0.075039076454578663	0.0088064584223561254	0	0	0.5	0	0	0	0	0.050840709952051588	0	0	3.4821143664624838e-05	0	0.049929618664422908	0	0	0	0	0	0	0	0	0	0	0.026409078313124446	0.088853377141244763	0	0	0	0	0	0	0	0.14657983052285387	0	0	0	0	0	0	0	0	0
Astrocytes	0	0.5	1	0	0.15367996245361451	0	0	0	0	0	0	0	0	0	0.5	0	0	0	0	0.2947155495557201	0.13330729098226493	0.010542591722265543	0.5	0	0.04581855018115507	0.0045577880074210344	0	0	0	0	0	0	0	0	0.061413043013117903	0	0	0	0	0.5	0	0	0	0	0	0	0.12958314092484496	0	0	0	0	0	0	0	0.24241221617355421	0.5	0	0	0	0	0	0	0	0.087798585780388502
B-cells	0	0	0	1	0.5	0	0.056305997025156339	0	0	0	0.073141327034391329	0	0	0	0	0	0	0	0	0	0.42130427777085838	0	0	0	0	0	0	0	0	0	0	0	0.061349637108333181	0	0.011969477976103742	0	0	0.025526534078159743	0	0	0	0	0	0	0.075346458755226761	0	0.0039230615176705811	0	0	0	0	0	0	0	0.0064090200695958886	0	0	0	0	0	0	0	0	0.20407429384099154
Basophils	0	0	0	0.14436120772196204	1	0	0.2310714413606535	0	0	0	0.17212705736671047	0	0	0	0	0	0	0	0.038277635086931487	0	0.5	0	0	0	0	0	0	0	0	0	0	0	0.5	0	0.071880192463355003	0	0	0.48521566397663485	0	0	0	0	0	0	0.5	0.29499118366869775	0.5	0	0	0	0	0	0	0	0.1189953435538692	0	0	0	0	0	0	0	0	0.16067013348022047
CD4+ naive T-cells	0	0	0	0.14990468150374847	0	1	0	0.5	0.5	0	0.5	0	0	0	0	0	0	0	0.003184701337482563	0	0.030629496553276122	0	0	0	0	0	0	0	0	0	0	0	0.078774264956703102	0	0.0067069317210177197	0	0	0.053731825687226002	0	0	0	0	0	0	0.11819211569990887	0.33697198612459972	0.21696341820150164	0	0	0	0	0	0	0	0	0	0.5	0.5	0	0.2096892593214888	0.21158205093975635	0	0	0.31686397819386347
CD4+ T-cells	0	0	0	0.17699800374363428	0.014940401125019034	0	1	0	0	0	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.052669046307346534	0	0.0022464545571920171	0	0	0.058973209733318252	0	0	0	0	0	0	0.17080027695964939	0.41374882058690143	0.46338192800055727	0	0	0	0	0	0	0	0.0049907224233949662	0	0	0	0	0	0	0	0	0.5
CD4+ Tcm	0	0	0	0.089898369813407097	0.013488041620044718	0.5	0	1	0.5	0	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.16854981774319155	0	0.0064207670469429174	0	0	0.016448896592483192	0	0	0	0	0	0	0.087564537356387806	0.12471818148983811	0.26443800826919339	0	0	0	0	0	0	0	0.020563264657964743	0	0.5	0.5	0	0.2214192364494294	0.25294253946814377	0	0	0.29623975465420471
CD4+ Tem	0	0	0	0.12825337839089468	0.029913548962319784	0.42184381520772984	0	0.5	1	0	0.47149003912746112	0	0	0	0	0	0	0	0	0	0.10629909352192973	0	0	0	0	0	0	0	0	0	0	0	0.1362594479220047	0	0.0091557097169004068	0	0	0.025992723510542982	0	0	0	0	0	0	0.023230721339500462	0.10350157821321215	0.22846308267675439	0	0	0	0	0	0	0	0.0075017475715448293	0	0.5	0.3506303774580895	0	0.20060748368378151	0.2485200738037838	0	0	0.23517226690845194
CD8+ naive T-cells	0	0	0	0.18049712441462321	0	0	0.21155628503476123	0	0	1	0	0.5	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.010503420619149096	0	0	0	0	0.021425910018730523	0	0	0	0	0	0	0.13506390827208078	0.17956880724116703	0.05616838541419731	0	0	0	0	0	0	0	0.015986137986366531	0	0	0	0	0	0	0	0	0.061193799167364393
CD8+ T-cells	0	0	0	0.13708256806601882	0	0	0.5	0	0	0	1	0	0	0	0	0	0	0	0	0	0.0080235708056150025	0	0	0	0	0	0	0	0	0	0	0	0.0059150508914916494	0	0.011571452000206163	0	0	0.039044368203914291	0	0	0	0	0	0	0	0.49577475099015028	0.28027491486639583	0	0	0	0	0	0	0	0.03357924559749003	0	0	0	0	0	0	0	0	0.48324651801730628
CD8+ Tcm	0	0	0	0.11810496943906301	0.0086967551645575174	0	0.5	0	0	0.5	0	1	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.014642828471668192	0	0.0078891097637930306	0	0	0.030150957344336062	0	0	0	0	0	0	0.090603122495498525	0.5	0.35146378128018646	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.46131518464261306
CD8+ Tem	0	0	0	0.10966791892653505	0	0	0.5	0	0	0.5	0	0.5	1	0	0	0	0	0	0	0	0.028150998402477923	0	0	0	0	0	0	0	0	0	0	0	0.05718488330482141	0	0.0053310609276659166	0	0	0.058843627513521513	0	0	0	0	0	0	0.15451613587967741	0.5	0.4697077985023671	0	0	0	0	0	0	0	0.0045921787333771053	0	0	0	0	0	0	0	0	0.5
cDC	0	0	0	0.1075324225149013	0.35822587829929481	0	0.099748373405776955	0	0	0	0.0075520473392618878	0	0	1	0	0	0	0	0	0	0.41152279488690152	0	0	0	0	0	0	0	0	0.29001037278729136	0	0	0.030704151822594436	0	0	0	0	0.37140918677516876	0	0	0	0	0	0	0.18321052504117769	0	0	0	0.2324942125224827	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.20328341916727047
Chondrocytes	0	0.5	0.083710354366629977	0.010285377829798978	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0.09171235351034622	0	0	0.48782541756681153	0	0.023427007580837794	0.19917814974027584	0	0	0	0	0	0	0.024341739691948819	0	0.047802663602782729	0	0	0.015155988067830544	0.16353176177052245	0.5	0	0	0	0	0	0.0057634200151523334	0.048622491953893683	0	0	0	0	0	0	0	0.12554818870653506	0.38521245315655628	0	0	0	0	0	0	0	0.0081778694459325816
Class-switched memory B-cells	0	0	0	0	0.36551196228333915	0	0.026150983657560047	0	0	0	0.042326435982486151	0	0	0	0	1	0	0	0.011207335438939085	0	0.29281045566284675	0	0	0	0	0	0	0	0	0	0	0	0.0032808189497696449	0	0.010402034084309359	0.5	0	0	0	0	0	0	0.5	0	0.091570477453174814	0	0.019890364231084128	0	0	0	0.44986849887001706	0	0.14392247418761436	0	0.0095323288285251336	0	0	0	0	0	0	0	0	0.14000728141957602
CLP	0	0	0.00020454092538644118	0	0.0074194718240979431	0	0.04001671466329669	0	0	0	0.011524658998762809	0	0	0	0.019017235164807262	0	1	0.097987643958616602	0	0.01683931781815802	0.033214955248402116	0.033928012769481562	0.022051908965476343	0.077397305367570446	0	0	0	0	0	0	0	0	0	0	0	0	0	0.019265756943947224	0.080399618571387887	0.0094157741942354541	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.029344881400127979	0	0	0.014372152677362499	0	0	0	0.0603563386984209	0
CMP	0	0	0	0.0427894638700392	0.16380536142460184	0	0.12398092548558773	0	0	0	0.049843881627982214	0	0	0	0	0	0.20715147701315101	1	0	0	0.30970006000952438	0	0	0.5	0	0	0	0	0	0	0	0	0.17548329642358446	0.14584915729592898	0	0	0	0.052581747114511891	0.12917594764239429	0	0	0	0	0	0.16654916555491417	0.013539417834564485	0.01212902140968033	0	0	0	0	0	0	0	4.0814280860902629e-05	0	0	0	0.15226118314717269	0	0	0	0.5	0.018716520852768842
DC	0	0	0	0.063107117977171778	0.2269387594472789	0	0.028724274846706085	0	0	0	0.01187171129769027	0	0	0	0	0	0	0	1	0	0.18339158190429536	0	0	0	0	0	0	0	0	0.33609831057602352	0	0	0.0036440834426439608	0	0.00047585143913737713	0	0	0.17058648156119499	0	0	0	0	0	0	0.13626931632136433	0	0.050146575989075015	0	0	0	0	0	0	0	0.0021643330147637185	0	0	0	0	0	0	0	0	0.12496064882842135
Endothelial cells	0	0	0	0.002980500536671597	0.11671506744701114	0	0	0	0	0	0	0	0	0	0	0	0	0	0.069816212642345166	1	0.12424748169313099	0	0	0	0	0.31402799566194778	0	0	0	0.1641818410410559	0	0	0.029281906351388939	0	0.12141675981970389	0	0	0.023520750605240556	0.21511524166333598	0.024575721121120771	0	0	0	0	0.034271286081170235	0	0.022699399549226767	0	0	0	0	0	0	0	0.0044775377113732417	0	0	0	0	0	0	0	0	0.097177008174533688
Eosinophils	0	0	0	0.018731929867205451	0.38007468736723971	0	0.27977216653691456	0	0	0	0.098744249787725835	0	0	0	0	0	0	0	0.15974666985861724	0	1	0	0	0	0	0	0	0	0	0	0	0	0.1360152413839788	0	0.0010371597017004887	0	0	0.22730532501690118	0	0	0	0	0	0	0.5	0	0.15035085437382631	0	0	0	0	0	0	0	9.2359047511670923e-05	0	0	0	0	0	0	0	0	0.1025648214002272
Epithelial cells	0	0	0	0.012707565983516937	0	0	0	0	0	0	0	0	0	0	0.030012959742441742	0	0	0	0.13857470382457412	0.037781594689005001	0.023088860914418648	1	0	0	0.19682169159661345	0.033147659735818021	0	0	0	0.13160799597850872	0	0	0.0087989262452066661	0	0.018491929452038477	0	0	0.062387391039295949	0.011208793567076396	0.019542593810385148	0	0	0	0	0.22784845647251234	0	0	0	0	0	0	0	0	0	0.0012225234712340768	0	0	0	0	0	0	0	0	0.009180031884880294
Fibroblasts	0	0.5	0.14508391677901947	0.14556319784840455	0	0	0	0	0	0	0.053208719049585317	0	0	0	0.5	0	0	0	0.024594203655359238	0.28607753233664807	0	0.26522902025543854	1	0	0.29829645598373095	0.35171865092589227	0	0	0	0.078903766073371323	0	0	0.00071499418292602507	0	0.17923222204033734	0	0	0	0.31592617009365354	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.26882022424414709	0.5	0	0	0	0	0	0	0	0
GMP	0	0	0	0.026774017193226418	0.06157493968724928	0	0.22525925894305088	0	0	0	0.060875824545644025	0	0	0	0	0	0.5	0.5	0.014767741746439285	0	0.25918942916574345	0	0	1	0	0	0	0	0	0	0	0	0.21566618642643468	0.050092087833260183	0	0	0	0.11303163970711859	0.22913800306254006	0	0	0	0	0	0.31811306001815925	0.010834533252168335	0	0	0	0	0	0	0	0	0.00032200634032771258	0	0	0	0.22476981023423645	0	0	0	0.5	0.21847057806544065
Hepatocytes	0	0.14100140754719859	0	0	0.11182709858543352	0	0	0	0	0	0	0	0	0	0.05392878016976043	0	0	0	0.061635278457538238	0	0.10165073043521686	0	0	0	1	0	0	0	0	0.07061824274362892	0	0	0	0	0	0	0	0.045960561521757308	0	0.020928404813715617	0	0	0	0	0.053359933794706674	0.0020638912313960677	0.098747549802311305	0	0	0	0	0	0	0	0.001293591493245078	0	0	0	0	0	0	0	0	0.049625819252473544
HSC	0	0.053838227646169808	0.055900111779253241	0	0.12014609455162047	0	0	0	0	0	0	0	0	0	0.27154832924641553	0	0	0	0	0.33763686501895424	0.12552051143984602	0.072253707288124483	0.23834149553946146	0	0	1	0	0	0	0	0	0	2.7503577155955662e-06	0	0	0	0	0	0.5	0.12071721288842027	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0026498967292549846	0.19687758259468499	0	0	0	0	0	0	0	0.057971967912537448
iDC	0.5	0	0	0.075706718825652233	0.17302069977190807	0	0.053077355518240978	0	0	0	0.016512138920011441	0	0	0	0	0	0	0	0	0	0.17734238000203445	0	0	0	0	0	1	0	0	0.15763327864307114	0	0	0.00024464074438426995	0	0.0030808113344051942	0	0	0.21403727880373591	0	0	0	0	0	0	0.2045403954669146	0	0	0	0	0	0	0	0	0	0.014636562511763694	0	0	0	0	0	0	0	0	0.2204555826905979
Keratinocytes	0	0	0	0.030737358734440827	0.10576533920255295	0	0.058511742564155728	0	0	0	0.027480263659974344	0	0	0	0	0	0	0	0.071830951488842096	0	0.097231830158404184	0	0	0	0	0	0	1	0	0.097401346986031062	0	0	0.0096933327271700905	0	0.020938020305007951	0	0	0.074090164123628149	0	0	0	0	0	0	0.20056306885100456	0	0.093198188275653696	0	0	0	0	0	0	0.5	0	0	0	0	0	0	0	0	0	0.066126784222839366
ly Endothelial cells	0	0	3.3820040118295272e-08	0.032774901956408475	0.084329541108398867	0	0	0	0	0	0.014193574694358882	0	0	0	0	0	0	0	0.086894724951819352	0	0.027356827615656467	0	0	0	0	0.32078040185593609	0	0	1	0.10726535238054097	0	0	0.033218157579012683	0	0.32599376591467322	0	0	0.023231152524320318	0.12730855353812143	0	0.5	0	0	0	0	0	0.073257587344559283	0	0	0	0	0	0	0	0.022586386132545318	0	0	0	0	0	0	0	0	0.11730235917399021
Macrophages	0	0.046584380892880174	0.0008559208840594638	0.022895785220121607	0.097544076738935406	0	0.020002783097862076	0	0	0	0.010835642618774436	0	0	0	0	0	0	0	0.5	0	0.1299816492225328	0	0	0	0.14604356800270818	0	0	0	0	1	0	0	0.0066031023294573256	0	0.0020483620648496779	0	0	0.38387416368987676	0	0.031858290678478458	0	0	0	0	0.22698338663358536	0.012739272690390309	0.094344605079074051	0	0	0	0	0	0	0	0.0088716254219356454	0	0	0	0	0	0	0	0	0.066013816248664522
Macrophages M1	0	0.029403731477190432	0.00061390744013107949	0	0.051002274167399206	0	0	0	0	0	0	0	0	0	0.0034712839594403856	0	0	0	0.30996265093342562	0	0.0717634072991606	0	0	0	0.081192705888110533	0	0	0	0	0	1	0.41005715117325731	0.0010051895652385965	0	0.00035916625356585783	0	0	0.18453078529313943	0	0.037186810331610767	0	0	0	0	0.089589215792841861	0.0028476776738703331	0.05752296944658554	0	0	0	0	0	0	0	0.0044195803216525685	0	0	0	0	0	0	0	0	0.031485729075020064
Macrophages M2	0	0.2186278529297446	0	0.091107408396884706	0.092482499773629948	0	0.074362721217160949	0	0	0	0.048933773897747522	0	0	0	0	0	0	0	0.5	0	0.10867058689139125	0	0	0	0	0	0	0	0	0	0.5	1	0.0052094888300612289	0	0.016314891007077257	0	0	0.32988376371635164	0	0	0	0	0	0	0.16527109703291812	0.041669386042802306	0.097425399968908394	0	0	0	0	0	0	0	0.089618467594397816	0	0	0	0	0	0	0	0	0.060218392531174073
Mast cells	0	0	0	0.0028093228510639398	0.0094524800702996594	0	0.01369193414754853	0	0	0	0.0091414557635963768	0	0	0	0	0	0	0	0	0	0.036229824624096317	0	0	0	0	0.0055518281235855498	0	0	0	0.0016403810927061763	0	0	1	0	0.0025089613222847797	0	0	0.0083477292558094274	0	0	0	0	0	0	0.02246744472482155	0.0089187649597150288	0.016285654859734485	0	0	0	0	0	0	0	0.0003916926490449228	0	0	0	0	0	0	0	0	0.032574286553446012
Megakaryocytes	0	0	1.3147523279601734e-05	0.0092808046356430921	0.11882808393801565	0	0.06488914912998664	0	0	0	0.025479808602074598	0	0	0	0	0	0.00013982093460756983	0.13880189058318923	0	0.15903518650817269	0.10244506216912708	0	0	0.22233440958685244	0	0	0	0	0	0	0	0	0	1	0	0	0	0.033984603319214095	0	0	0	0	0	0	0.070961905290376839	0	0.02285392085986002	0	0	0	0	0	0	0	0	0	0	0	0.20733523466980172	0	0	0	0.10112145984616197	0.5
Melanocytes	0	0	0.00015142165023023749	0.0023550310897464135	0.0081859826329563276	0	0	0	0	0	0.0065151498767605049	0	0	0	0	0	0	0	0.13897373087359249	0.012441956820613375	0.023256549436080413	0.0073363016822633759	0	0	0	0	0	0	0	0.1473658871937896	0	0	0.0011820939826329307	0	1	0	0	0.075902331109356957	0	0	0	0	0	0	0.13076435526308933	0.0052380172561164694	0.013201961800723302	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.021663449636436703
Memory B-cells	0	0	0	0	0.5	0	0.080642797735110266	0	0	0	0.081720293916175177	0	0	0	0	0.5	0	0	0	0	0.4685290033689149	0	0	0	0	0	0	0	0	0	0	0	0.0015395550568001002	0	0.00055605531464016067	1	0	0.01388095283933883	0	0	0	0	0.5	0	0.013696740888459239	0	0	0	0	0	0.5	0	0.43281693321980291	0	0.001676161110572812	0	0	0	0	0	0	0	0	0.29521219308666724
Mesangial cells	0	0.12282086162750885	0.087694001908812241	0	0.091776631358912786	0	0.0030500641924730131	0	0	0	0.0060355479985193892	0	0	0	0.20402566141316503	0	0	0	0	0.084117902929204111	0.093217796618554435	0	0	0	0	0.015807021538348308	0	0	0	0	0	0	0	0	0.0047473899371664185	0	1	0.015672769763530135	0	0.1954685461247192	0	0	0	0	0.014727685884901373	0.011319789731518344	0.042586215568016034	0	0	0.10864956343440547	0	0	0	0	0.046578905486022275	0.16181907035408463	0	0	0	0	0	0	0	0.013620787551571941
Monocytes	0	0	0	0.056381413726198121	0.34409000400216355	0	0.32023478727950488	0	0	0	0.099134673612175317	0	0	0	0	0	0	0	0.35079956236865995	0	0.44118201700868775	0	0	0	0	0	0	0	0	0.29056608807940509	0	0	0.00057519944727746765	0	0.0010443405305767886	0	0	1	0	0	0	0	0	0	0.5	0.00745789169903807	0.24295839586084395	0	0	0	0	0	0	0	0.0035470805797335856	0	0	0	0	0	0	0	0	0.23711764981602573
MPP	0	0	2.3973279279126283e-05	0.37135674911425309	0.083454099720632072	0	0.095268115203190132	0	0	0	0.086747519697358458	0	0	0	0	0	0	0	0	0	0.030543481454186731	0	0	0	0	0.5	0	0	0	0	0	0	0.027612123509420518	0	0	0	0	0.035409967704257798	1	0	0	0	0	0	0.095843362301667095	0.021941411491820651	0	0	0	0	0	0	0	0	0.00028851553667600039	0	0	0	0	0	0	0	0	0.18467193072415494
MSC	0	0.23961048714043048	0.467401654035287	0.068793870100701288	0.079745292750019819	0	0.010940178290854712	0	0	0	0.02011662601979625	0	0	0	0.5	0	0	0	0	0	0	0	0.087869852498183743	0	0.02143626648005004	0	0	0	0	0	0	0	0	0	0.32994277176998515	0	0	0.084819657727075004	0	1	0	0	0	0	0	0.12001817851447806	0.5	0	0	0	0	0	0	0	0.33053073080325923	0.25776005573041477	0	0	0	0	0	0	0	0
mv Endothelial cells	0	0	0	0.018231148825788711	0.0018425472778796454	0	0	0	0	0	0	0	0	0	0	0	0	0	0.12736279274959555	0	0	0	0	0	0	0.41153362985857073	0	0	0.5	0.15643203890108445	0	0	0.062835801776016789	0	0.20963594852347792	0	0	0.063826853083441548	0.20477997244697035	0.039545262134690153	1	0	0	0	0	0	0.048796137631767884	0	0	0	0	0	0	0	0.0087210576243318717	0	0	0	0	0	0	0	0	0.13732336756015567
Myocytes	0	0.060638783175287682	0.0095486009721386413	0.023407938088281729	0.035305165967039767	0	0	0	0	0	0.0020816410113224651	0	0	0	0.076139156375558403	0	0	0	0	0.0011968367497506842	0.024833220817012253	0	0.020013813383502572	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.1040830630018231	0	1	0	0	0	0.009847994453675504	0.053137971439060912	0.070758425678245043	0	0	0	0	0	0	0	0.043674861198223842	0	0	0	0	0	0	0	0.015654703605929129
naive B-cells	0	0	4.501921056151448e-06	0	0.5	0	0.015674447655136387	0	0	0	0.056318135986389607	0	0	0	0	0.5	0	0	0.022207956597394787	0	0.41086229335689028	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0019834297258964216	0.5	0	8.215882143810514e-05	0	0	0	0	1	0	0.030524551538838915	0	0.014464797528258857	0	0	0	0.5	0	0.3802417765718018	0	0.0019385619565548589	0	0	0	0	0	0	0	0	0.24042276508365987
Neurons	0	0	0	0.017470360255840867	0.043528655331869497	0	0.036286223209266208	0	0	0	0.023612712513786781	0	0	0	0	0	0	0	0	0	0.052481815143635209	0	0	0	0	0	0	0	0	0	0	0	4.0552919900804079e-07	0	0.00036773293050155169	0	0	0	0	0	0	0	0	1	0	0.004974810139497062	0.0010377628231003162	0	0	0	0	0	0	0	0.00076558446362591395	0	0	0	0	0	0	0	0	0.035674243769512455
Neutrophils	0	0	0	0	0.16244876933110292	0	0.097285556483451691	0	0	0	0.053317850582573219	0	0	0	0	0	0	0	0.090232575685822353	0	0.23191557049380904	0	0	0	0	0	0	0	0	0.03914247181019815	0	0	0	0	0.00014862062255785842	0	0	0.45521487550474476	0	0	0	0	0	0	1	0.12169863537969564	0.12854782788133198	0	0	0	0	0	0	0	2.8255720148364454e-05	0	0	0	0	0	0	0	0	0.29728933064179119
NK cells	0	0	0	0.060700768578603702	0.022245363369218861	0	0.35461684312281594	0	0	0	0.36943394588159606	0	0	0	0	0	0	0	0	0	0.12323797566858737	0	0	0	0	0	0	0	0	0.020777494346430645	0	0	0.2614954517135975	0	0.00059321634480029208	0	0	0.047598641701546526	0	0	0	0	0	0	0.20654600426576131	1	0.36772895342468831	0	0	0	0	0	0	0	0.00012744001444374241	0	0	0	0	0	0	0	0	0.46344772777629617
NKT	0	0.11102086159915976	0	0.10223311360748018	0.022032863386664478	0	0	0	0	0	0.10707310072794295	0	0	0	0	0	0	0	0.072647545271068592	0	0	0	0	0	0	0	0	0	0	0.13443372351538299	0	0	0.00460925825632332	0	0.095860077249836487	0	0	0.3477246404930468	0	0.066489931529693097	0	0	0	0	0.5	0.259258781754101	1	0	0	0	0	0	0	0	0.088692470600606921	0	0	0	0	0	0	0	0	0.048659676617418997
Osteoblast	0	0.5	0.41083426368319059	0	0	0	0	0	0	0	0.034155681660077993	0	0	0	0.5	0	0	0	0	0.5	0	0.5	0.5	0	0.45479135547679633	0.14944439285478869	0	0	0	0.033592035826899701	0	0	0	0	0.1750105910837286	0	0	0.03957655454896028	0.15707442383602715	0.5	0	0.5	0	0	0	0	0	1	0	0	0	0	0	0	0	0.5	0	0	0	0	0	0	0	0
pDC	0	0	0	0.04741022874197489	0.24826977753320356	0	0.014958462433908819	0	0	0	0.035414677297594337	0	0	0.12727754609104561	0	0	0	0	0	0	0.45756813579581934	0	0	0	0	0	0	0	0	0	0	0	0.034869780317937783	0	0.00062902732270411895	0	0	0.05838090064323951	0	0	0	0	0	0	0.014787316946664275	0.097123243146640267	0.10648191131859053	0	1	0	0	0	0	0	0.060165916459682244	0	0	0	0	0	0	0	0	0.12445340598636809
Pericytes	0	0	0.10688706441749754	0.060598998349554449	0	0	0	0	0	0	0.023584701607432285	0	0	0	0.0071751777936188196	0	0	0	0.0077066471303032357	0.044015523307484927	0	0	0	0	0	0.053716636012549987	0	0	0	0	0	0	0	0	0.11711345649604785	0	0.063464287839289257	0.016944838013316237	0.09244145228713406	0.053407652947239488	0	0	0	0	0.053934977046960812	0	0	0	0	1	0	0	0	0	0.18259489172360435	0.023671418226374859	0	0	0	0	0	0	0	0
Plasma cells	0	0	0.0030757826335719211	0	0.28527312479793376	0	0	0	0	0	0.043980007229502106	0	0	0	0.081165662478785358	0.5	0	0	0	0	0.27397743328611823	0	0	0	0.03406939132650897	0	0	0	0	0	0	0	0.053302637390475527	0	9.6333915928228011e-05	0.44635213464653684	0	0	0	0.079654814249521491	0	0	0.44465682359448844	0	0	0.03151178595940949	0	0	0	0	1	0	0.21424739388808192	0	0.0035850914735823212	0.066535162756970093	0	0	0	0	0	0	0	0
Preadipocytes	0	0	0.010399338221247162	0	0	0	0	0	0	0	0	0	0	0	0.23265598312850483	0	0	0	0.073540842370201268	0.096328433642542871	0	0	0.081375910899393361	0	0.15840663619937673	0	0	0	0	0.086001006022286969	0	0	0.03045455772586151	0	0.14105942938213648	0	0	0.0095970157215242834	0	0.24381459345299719	0	0	0	0	0	0	0.044377649744508273	0	0	0	0	1	0	0	0.35478518993005109	0.13092191987492402	0	0	0	0	0	0	0	0
pro B-cells	0	0	7.248295510736212e-06	0	0.3796491217633548	0	0	0	0	0	0.0182847693746808	0	0	0	0	0	0	0	0	0.018544962242037711	0.3142541890174696	0	0	0	0	0	0	0	0	0	0	0	0	0	0.00038371948137778684	0.47750271545600026	0	0.0060249514443234961	0	0	0	0	0.30474401646441246	0	0	0.018932865289902127	0.23882072926925496	0	0	0	0.39395235748425328	0	1	0	0.0038756395404118153	0	0	0	0	0	0	0	0	0
Sebocytes	0	0	0	0.0011577371645650095	0.016087203571044078	0	0.0015762617609719884	0	0	0	0.00062450333077630337	0	0	0	0	0	0	0	0.0017345489308082237	0	0.0072533274601525501	0	0	0	0	0	0	0.14561515038775966	0	0.010103666065287028	0	0	0.0014833807997896025	0	0.0073794840778912034	0	0	0.0052500739189732621	0	0.0019899754357202495	0	0	0	0	0.023001634177475565	0	0.0067286572521923719	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0.015823580439093432
Skeletal muscle	0	0	0.00028377248525909675	0.028337912029021264	0.040605360407286219	0	0.015660489154540901	0	0	0	0.015259792613551246	0	0	0	0	0	0	0	0	0	0.022223385554210554	0	0	0	0	0	0	0	0	0	0	0	0	0	2.4894798290842341e-07	0	0	0.0054203788452885492	0	0.020919301700349818	0	0	0	0	0.038718243987184132	0.012676968631989182	0.050367424189297454	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0.025744547685658054
Smooth muscle	0	0.5	0.47664842653471279	0.029910308296705823	0	0	0	0	0	0	0.0062752554600548583	0	0	0	0.5	0	0	0	0.053569932176310266	0.5	0	0.5	0.5	0	0.3309108731349607	0.36654395068396556	0	0	0	0.17279526717901469	0	0	0	0	0.10745779544232638	0	0	0.06148882692739991	0.38506183238042396	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.36523540156068013	1	0	0	0	0	0	0	0	0
Tgd cells	0	0	7.462043867769954e-05	0.089210995736283064	0	0.020734838088451189	0	0.16601645925123404	0.24663618344302249	0	0	0	0	0	0	0	0	0	0	0	0.043564670444580469	0	0	0	0	0	0	0	0	0	0	0	0.011536128956641254	0	0.0019025404459874597	0	0	0	0	0	0	0	0	0	0	0.43680471487857897	0.17037406284524498	0	0	0	0	0	0	0	0	0	1	0.21222086253910433	0	0.5	0.5	0	0	0.070157007156219267
Tregs	0	0	0	0.051494594502625043	0.0032385878532690828	0.41214416524146757	0	0.5	0.49677565175947708	0	0.26457939778135126	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.076800813260442163	0	0.024892726001894409	0	0	0	0	0	0	0	0	0	0.19713074524493324	0.14954865488560609	0.021785367276093752	0	0	0	0	0	0	0	0.0041581510799050848	0	0.5	1	0	0.32897333081216018	0.41238827821851715	0	0	0.17512169610196096
Erythrocytes	0	0	0	0.0429907479847845	0.24099393794632074	0	0.02619946530989203	0	0	0	0.0079088891555443384	0	0	0	0	0	0.0019645500341779545	0.29933133875495238	0	0.017959571748996362	0.08048699087769863	0	0	0.32263915998674469	0	0	0	0	0	0	0	0	8.1083375832738767e-06	0.49449367549988626	6.7979750400261429e-06	0	0	0.023352966785231879	0.35287102338317156	0	0	0	0	0	0.045671378414426318	0.0050966217402678973	0	0	0	0	0	0	0	0	0.0018741146702295377	0	0	0	1	0	0	0	0.5	0.048205846582569399
Th1 cells	0	0	0.00015195044341443408	0.069503979482610875	0	0.032084120683358586	0	0.070938456065946412	0.14474076856933751	0	0.17864735633193604	0	0	0	0	0	0	0	0	0.23875550799462736	0	0	0	0	0	0.081284488638995595	0	0	0	0	0	0	0	0	0.0027190147869182329	0	0	0	0.15786804744209093	0	0	0	0	0	0	0.34704379794848683	0	0	0	0	0	0	0	0	0.0018919504202833044	0	0.5	0	0	1	0.5	0	0	0
Th2 cells	0	0	3.7993641420332985e-05	0.031626528061144965	0.010681795776927768	0.018553085965434236	0	0.017414774464610944	0.060532978037187712	0	0.10347325880234803	0	0	0	0	0	0	0	0	0.068145743789899363	0	0	0.10415263819241771	0	0	0.0030799003068023162	0	0	0	0	0	0	0.082777644576433149	0	0	0	0	0	0	0	0	0	0	0	0	0.10770122158599159	0.052042762331557454	0	0	0	0	0	0	0	0.0018720576163324231	0	0.5	0.1236318721917234	0	0.5	1	0	0	0
CD4+ memory T-cells	0	0	0	0.13757013241013299	0	0	0	0	0	0	0.5	0	0	0	0	0	0	0	0	0	0.043339499056906934	0	0	0	0	0	0	0	0	0	0	0	0.0064770103143450422	0	0.00090433519001828814	0	0	0	0	0	0	0	0	0	0.007478387744102046	0.36460993676020742	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0.5
MEP	0	0.13732324175979888	0.00044914941692462404	0.043422672684505122	0.12010427923458442	0	0	0	0	0	0	0	0	0	0	0	0.081370357980687993	0.5	0.0073465852518365474	0.28520233527213701	0.3241131362374991	0.068436921589205571	0.10317698855773272	0.5	0.19068394106186318	0	0	0	0	0.02371219854735334	0	0	0.15612591943947382	0.21920343981159052	0	0	0	0.0031760353401179358	0.5	0.098457863287114103	0	0	0	0	0	0.025305672511209746	0	0	0	0	0	0	0	0	0.0012746038350606955	0.078876851343129509	0	0	0.5	0	0	0	1	0
Platelets	0	0	0	0.0081297444188237877	0.089925641880827939	0	0.082801700626194935	0	0	0	0.029647713438060393	0	0	0	0	0	0	0	0.027358788951005755	0	0.092137454434368757	0	0	0	0	0.1160318902482628	0	0	0	0	0	0	0.0013495534094978751	0	0.00028679299438089399	0	0	0.089011616950311401	0	0	0	0	0	0	0.13266273128522257	0	0.0066448616076189224	0	0	0	0	0	0	0	0.0033793651568778714	0	0	0	0	0	0	0	0	1