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+ memory T-cells	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	Erythrocytes	Fibroblasts	GMP	Hepatocytes	HSC	iDC	Keratinocytes	ly Endothelial cells	Macrophages	Macrophages M1	Macrophages M2	Mast cells	Megakaryocytes	Melanocytes	Memory B-cells	MEP	Mesangial cells	Monocytes	MPP	MSC	mv Endothelial cells	Myocytes	naive B-cells	Neurons	Neutrophils	NK cells	NKT	Osteoblast	pDC	Pericytes	Plasma cells	Platelets	Preadipocytes	pro B-cells	Sebocytes	Skeletal muscle	Smooth muscle	Tgd cells	Th1 cells	Th2 cells	Tregs
aDC	1	0.40757182087526039	0	0.039818748469309002	5.6193592643315128e-05	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3.6405439186920468e-05	0.036054887909299047	0	0	0	0	0.050705354100965515	0.017830256380077784	0.5	0	0	0.5	0	0	0.020752217191716403	0	0.0010638918650909045	0	0	0	0.5	0.00062472274996785179	0.011586335959097775	0	0	0	0	0.025096720128346229	0	0.12088858467832381	0	0	0	0	0	0	0	0	0.030860656146101912	0.047720998207447698	0	0	0	0
Adipocytes	0	1	0	0	0	0	0	0	0	0	0	6.1697464887246905e-06	0	0	0	0.0067378589352020289	0	0	0	4.467470903769973e-07	0	0.00010841278176041354	1.3998520056627221e-07	0	0.0022232913202786799	0	0.1929025933278479	0	0	0	0	2.3534033765584371e-08	0	0	8.3415485748666662e-06	0	0.011960846071720781	0	0	0	6.6061808545857383e-06	0	0.03754493369941013	0	0	0	0	0.00090744239448163979	0	0.021285192944929254	0	0	0	0	0	0	0	0	0.035113802929002166	0.0031307898532009978	0	0	0	0
Astrocytes	0	0.29994257909258726	1	0	0	0	0	0	0	0	0	0	0	0	0	0.40135274704023721	0	0	0	0.00066877086862130049	0.10197271209360149	7.5752755008175074e-08	0.043928709594401934	0	0.47399356472722659	0	0.00075932940096907499	0.00055087919168110957	0	0	0	0.0023451296791788686	0	0	0	0	0.061413043013117903	0	0	0	0	0.00026584781722387103	0.5	0	0	0	0	0.0002454788698011651	0	0.12958314092484496	0	0	0	0	0.087798585780388502	0	0	0	0.24241221617355421	0.42722590522772869	0	0	0	0
B-cells	0	0	0	1	0.04271959035328951	0	0	0.039757487634825756	0	0	0	0.032921466980441287	0	0	0	0.00076601606709307936	0	0	0	0.014971193015969672	0.00072376875811611542	0.028302469199179635	0	0	0	0	0	0.34852930806005217	0	0	0	0.028106144467489429	0	0	0.022252722296614458	0	0.0043415655249491349	0	0	0	0.01611520549852553	0.25592005693246528	0	0	0	0	0	0.024524908546490771	0.026783765839084719	0.001422971717845751	0	0	0	0	0.074021767736005828	0	0	0	0.0023246778713671319	0	0	0	0	0
Basophils	0	0.092180911479696745	0	0.16016181299653606	1	0	0	0.02497786427681609	0	0	0	0.20488747391905204	0	0	0	0	0	0	0	0.007673070431067807	0.00092627969534011644	0.42371041512741592	0	0	0	0	0.18939828562492517	0.23867650463538304	0	0	0	0.01748933296086403	0	0	0.34281264159686575	0	0.034032527650223639	0	0	0	0.5	0.12878648501505818	0	0	0	0	0	0.5	0.43876448927484246	0.28204030168564359	0	0	0	0	0.076071175839134739	0	0	0	0.056339753428032144	0	0	0	0	0
CD4+ memory T-cells	0	4.2519738105045675e-05	0	0.026741867316821138	0.17132771110105852	1	0	0	0	0	0	0.42180217625425792	0	0	0	0	0	0	0	0.0074839971269982739	4.5513635176678584e-05	0.04199098771146148	0	0	0	0	0	0.079015381907438453	0	0	0	0.0032681251481359004	0	0	0.0011978053016998629	0	0.00016724035203689403	0	0	0	0.0084384276191464946	0.010235350746539026	0	0	0	0	0	0.013185978818266842	0.19672595659444855	0.098047156840749924	0	0	0	0	0.11728550823439973	0	0	0	0	0	0	0	0	0
CD4+ naive T-cells	0	1.2855091009156672e-06	0	0.099521086768843858	0.24522356736572296	0	1	0	0.44089343184146351	0.27199348089362291	0	0.5	0	0	0	7.5988098077502786e-06	0	0	0	0.025222768136934758	0.00059368203106360579	0.051536468328485761	0	0	0	0	0	0.10010022781845919	0	0	0	0.003871672056986086	0	0	0.022373778754405806	0	0.0019049293132653684	0	0	0	0.045363697357118447	0.026124928167665967	0	0	0	0	0	0.017330844438588042	0.32176609011950236	0.061622809420158929	0	0	0	0	0.089996962170919098	0	0	0	0	0	0.1752273202204912	0.059556774002433907	0.060094372175118711	0.5
CD4+ T-cells	0	0.00076648132172186698	0	0.12999320607030443	0.36203299043858128	0	0	1	0	0	0	0.5	0	0	0	0	0	0	0	0.027704898515965443	0.00054919946624992506	0.13052804964227929	0	0	0	0	0	0.14380236441366934	0	0	0	0.0072872705812202865	0	0	0.027935048612093973	0	0.0011914933278612582	0	0	0	0.051798300416937851	0.016137952226320598	0	0	0	0	0	0.052877098224236516	0.47989470260379086	0.24577237660853224	0	0	0	0	0.30100656270885723	0	0	0	0.0026470210357228243	0	0	0	0	0
CD4+ Tcm	0	0.0014541608270203234	0	0.055973264709137598	0.18124228359001521	0	0.5	0	1	0.5	0	0.5	0	0	0	0	0	0	0	0.034865236190664881	0.0011439881563212136	0.048508439684764003	0	0	0	0	0	0.091379532429273255	0	0	0	0.0030324692355660561	0	0	0.13509877390613043	0	0.0051464769715772263	0	0	0	0.05157773847441563	0.033082308417989724	0	0	0	0	0	0.0028574894149070787	0.27568925311577963	0.21195662605686974	0	0	0	0	0.23744687577778528	0	0	0	0.016482200218282464	0	0.46063268277102642	0.1774755248274828	0.20274259212142987	0.5
CD4+ Tem	0	0.0081347180104936745	0	0.49456466085997697	0.5	0	0.5	0	0.5	1	0	0.5	0	0	0	0	0	0	0	0.13178628248204016	0.00058348898004595764	0.20417024465742578	0	0	0	0	0	0.27201374396527711	0	0	0	0.05009179272101031	0	0	0.11549982077800634	0	0.0077608037279202433	0	0	0	0.13915874523204869	0.093607885652617046	0	0	0	0	0	0.075202316928256269	0.45015052764176494	0.19365589326811472	0	0	0	0	0.19934290865049947	0	0	0	0.0063588287876465699	0	0.5	0.17004419704875251	0.21065712816115478	0.5
CD8+ naive T-cells	0	2.3676686880947281e-05	0	0.011989425871221072	0.015838269275716122	0	0	0.038164098442279554	0	0	1	0	0.069397507936713398	0.067218338663673757	0	0	0	0	0	0	5.9190876064371054e-06	0.0047413698714119422	0.00067799429604130834	0	0	0	0	0.0068043771032474587	0	0	0	0	0	0	0.010503420619149096	0	0	0	0	0	0.0017252302461353488	0.0031188932813075434	0	0	0	0	0	0.0012421850304482585	0.038122432461080533	0.05616838541419731	0	0	0	0	0.061193799167364393	0	0	0	0.015986137986366531	7.092735761669391e-06	0	0	0	0
CD8+ T-cells	0	0.0036643835794325091	0	0.084049784378464748	0.20534050077456473	0	0	0.32431463515498737	0	0	0	1	0	0	0	1.5361271488311593e-05	0	0	0	0.0067831943379407234	0.00049643080315104628	0.031364284458974143	0	0	0	0	0.0014382234286097794	0.065654169321729669	0	0	0	0.0045698776069654839	0	0	0.0031157024466137431	0	0.0060951633332141939	0	0	0	0.034230960150743429	0.012440063732342979	0	0	0	0	0	0.0096507273651350711	0.36708747348245918	0.14763241331191188	0	0	0	0	0.25454596860186945	0	0	0	0.01768758030704953	0	0	0	0	0
CD8+ Tcm	0	0.0020846341804583845	0	0.063409294293088128	0.27484001600703478	0	0	0.29222410459357828	0	0	0.5	0	1	0.5	0	0.00019619383173255387	0	0	0	0.012005279166156469	9.615994525431014e-05	0.079520856224000472	0	0	0	0	0.0011116030885799711	0.069214880235413653	0	0	0	0.011079909149001759	0	0	0.010082832269007004	0	0.0054323227683789454	0	0	0	0.027355598213666826	0.021591370271740747	0	0	0	0	0	0.022646323825845829	0.34731661492451182	0.24201269325361155	0	0	0	0	0.31765472353221896	0	0	0	0	0	0	0	0	0
CD8+ Tem	0	0.0013110532969154885	0	0.038992342786010707	0.49089823977141361	0	0	0.21979694764359844	0	0	0.5	0	0.5	1	0	0	0	0	0	0.0015343778702721035	0.00025300709570875979	0.082561212207621443	0	0	0	0	0.014138336563948851	0.083264627050361278	0	0	0	0.0018499284836103046	0	0	0.0381121900580337	0	0.0035530090391743502	0	0	0	0.051628683068445008	0.0043043078760427404	0	0	0	0	0	0.011434930646238033	0.5	0.31304764220360803	0	0	0	0	0.37465219260978971	0	0	0	0.003060563885983701	0	0	0	0	0
cDC	0	0.034987772897451752	0	0.046431279294204215	0.070440480267958738	0	0	0.008385682012970878	0	0	0	0.014511521601448392	0	0	1	0.00035982591248627277	0	0	0	0	0.0026629577241584729	0.069832331701995501	0	0	6.8096524305957801e-05	0	0.0074991319899375426	0.0067364672816928673	0	0	0	0.5	0	0	0.030704151822594436	0	0	0	0	0	0.3133872666478848	0.013097380478939482	0	0	0	0	0	0.058707440963252179	0.013436334934513051	0	0	0.061095469234412558	0	0	0.20328341916727047	0	0	0	0	0	0	0	0	0
Chondrocytes	0	0.25711180040977855	0.041728437110498236	0	0	0	0	1.1352821338714411e-06	0	0	0	0	0	0	0	1	0	0	0	0.00038377155966865033	0.0013558663903735337	0	0.0015035643959302259	0	0.19162852085483131	0	0.0078465445388993822	0.001137618971742981	0	0	0	2.1683200301315202e-05	0	0	0.012134015697113299	0	0.023828957086080557	0	0	0	0	0.00012574803669457551	0.2353499563292171	0	0	0	0	0	0	0.024237630016085192	0	0	0	0	0.0040765531749856919	0	0	0	0.062584010501645221	0.12627253908889821	0	0	0	0
Class-switched memory B-cells	0	0	0	0	0.073297126582573605	0	0	0.079104143563206733	0	0	0	0.058751737064995722	0	0	0	0.00060197170750567717	1	0	0	0.03092289048129197	0.0013538522010539708	0.088999552174253496	0	0	0	0	0	0.11238108583655784	0	0	0	0.01520492171296574	0	0	0.0022768655420909363	0	0.0072189393370464235	0.5	0	0	0.023502834265539535	0.056027968546880295	0	0	0	0.5	0	0.036733464952252201	0.030676855940292382	0.013803774493735261	0	0	0	0.24546917903153387	0.097164079940602471	0	0.099881196502251218	0	0.0066153699359340814	0	0	0	0	0
CLP	0	0	0.00020454092538644118	0	0	0	0	0.0016606752933557949	0	0	0	5.5347071779617151e-06	0	0	0	0	0	1	0.0093276675884024687	0	0.0005401210193407462	0	0.00065490781724348668	0.013019330253073988	0.0024773705089200537	0.1888073753199104	0	0	0	0	0	2.9100624917702742e-05	0	0	0	0.00026741374669804322	0	0	0.060910149773416591	0	0	0.13350525787597664	0	0	0	0	0	0	0.0044004051075659818	0	0	0	0	0	0	0	0	0	0	5.1440466554916915e-05	0	0	0	0
CMP	0	0.00027615890652543223	0	0.00012318497685469314	0.05246788274558422	0	0	0	0	0	0	0.055752308401000775	0	0	0	5.8013021478273381e-07	0	0.13902057303600407	1	0.0021795810278081333	0.00033701254038658854	0.11775091149845898	0	0.14361027733377768	1.2992103934278693e-05	0.40627983786345956	0	0	0	0	0	0.001183053058840244	0	0	0.1177678710227343	0.00050186390825930464	0	0	0.15563807190052964	0	0.030787675092874629	0.25197567269228988	8.2773406229312072e-05	0	0	0	0	0.06549296192270597	0	0.0081398575141835659	0	0	0	0	0.012560767085561534	0	0	0	2.7390703629764039e-05	0	0	0	0	0
DC	0	0.030749505026881421	0	0.0025436749512303554	0	0	0	8.8558902834933433e-08	0	0	0	9.2839189927647174e-05	0	0	0	5.6658574371105148e-06	0	0	0	1	0.0001055283600695554	0.010642322329677685	0	0	7.6508390646279864e-10	0	0.0010710156257153292	5.5417831777291156e-05	0	0	0	0.15529749765997655	0	0	0.00073617293020486918	0	9.6130880043131118e-05	0	0	0	0.020826443117653977	4.0853230821346027e-07	0.0047880257423412991	0	0	0	0	0.0028313343750859701	0	0.010130545133410482	0	0	0	0	0.02524438544183704	0	0	0	0.0004372357006901332	0.00019265732459755174	0	0	0	0
Endothelial cells	0	0.035822396685764833	0	0	0	0	0	1.715658853183695e-06	0	0	0	0	0	0	0	0	0	0	0	0.00091671119140851313	1	0.00036530647444326124	0.030082726786596774	0	0.0077762155631979791	0	0.030078047333601327	0	0	0	0	0.0059121319349597027	0	0	0.016823051193909117	0	0.06975639979630488	0	0	0	0.0016895846299023398	2.8123589679772583e-05	0.022548059007339537	0	0	0	0	0.0012822448220524197	0	0.013041267057720983	0	0	0	0	0.055830169107605257	0	0	0	0.0025724365496277786	0.0093446789515688206	0	0	0	0
Eosinophils	0	0.00042784707502395843	0	0.00014068846131148939	0.13611310839048429	0	0	0.00040763599924945016	0	0	0	0.01506552615350679	0	0	0	0	0	0	0	0.031285861599033904	0.00039784204467830172	1	7.5287965062181955e-05	0	0	0	0	0.013115387533950319	0	0	0	0.0011651550903746858	0	0	0.083674582317193907	0	0.0006380454422090676	0	0	0	0.12037952921938649	0.0051030082705080682	0	0	0	0	0	0.38467437381486819	0.0013277652915183145	0.092493641247509639	0	0	0	0	0.063096374375235881	0	0	0	5.6817931910557357e-05	0	0	0	0	0
Epithelial cells	0	0.0038332260604518682	0	0	0.058190173728297975	0	0	0.00014662188984009987	0	0	0	0.001940873607691175	0	0	0	0.0015143187245437258	0	0	0	0.002441712413183572	0.0047084158584543567	0.011288782379764328	1	0	0.0033890299474039938	0	0.037450023908728716	0	0	0	0	0.0044180117692733667	0	0	0.0042251620452069425	0	0.0088796514808793317	0	0	0	0.0179143613945646	0	0	0	0	0	0	0.021336239895291906	0	0	0	0	0	0	0.0044081654071047114	0	0	0	0.0005870443308746636	0	0	0	0	0
Erythrocytes	0	0	0	0.0001159374991838118	2.417071874808152e-05	0	0	0	0	0	0	0	0	0	0	0	0	0.00049536958171315904	0.0012249607933667772	0	7.4211418406042065e-06	0.00012279756437984999	0	1	0	2.0516474665877792e-05	2.5304901658606052e-05	0	0	0	0	6.4636047949103814e-10	0	0	2.04455153960799e-06	0.037341728975675254	1.7141380944687141e-06	0	0.0093505689430043865	0	0.0039648712565654677	0.001584052630319891	0	0	0	0	0	0.0001885857341236405	0	0	0	0	0	0	0.012155307649228866	0	0	0	0.00047256592304739735	0	0	0	0	0
Fibroblasts	0	0.5	0.11972667471009658	0	0	0	0	0	0	0	0	0	0	0	0	0.5	0	0	0	0.01300451986032999	0.054698255322835967	0	0.057244432760621987	0	1	0	0.067902320010760381	0.020512691539003047	0	0	0	0.013309968494559333	0	0	0.00059003008644425178	0	0.14790666272455108	0	0	0	0	0.003054215931591824	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.22183679802769476	0.5	0	0	0	0
GMP	0	0.0010666185415330886	0	0.012982398817378898	0.44966103563718546	0	0	9.0642891822840746e-05	0	0	0	0.069579724352122244	0	0	0	0	0	0.5	0.5	0.046563041080663718	0.0010659367150880317	0.32361710093721863	0	0.5	0	1	0.0012331842802632965	0	0	0	0	0.0084481123642751212	0	0	0.13819182480544398	0.020822673903279701	0	0	0.5	0	0.1799968849331755	0.5	0	0	0	0	0	0.32627054322465704	0.0039286714042229207	0	0	0	0	0	0.13998878706682083	0	0	0	0.00020633111062122035	0	0	0	0	0
Hepatocytes	0	0.0022755264948151931	0	1.5193774014267942e-07	0	0	0	2.4213813711473577e-09	0	0	0	0	0	0	0	9.4139649345455079e-06	0	0	0	3.222791688274057e-05	0	0.00030690417187280943	0.00015929692110169959	0	3.5539657052285071e-05	0	1	1.1283438009654864e-05	0	0	0	8.4821245349155062e-05	0	0	0	0	0	0	0	0	1.4302848174213306e-05	1.7323919315217367e-06	1.0801629713625442e-06	0	0	0	0	8.6825665772160163e-05	0	0.0075937573662348606	0	0	0	0	0.0038162610744098702	0	0	0	9.9478113131862628e-05	3.2466699058793529e-06	0	0	0	0
HSC	0	0.073875068788347917	0.055389500754169443	0	0	0	0	0	0	0	0	0	0	0	0	0.081622962244756653	0	0	0	0	0.0099687645555689951	0	0	0	0.052161950755829925	0	0.0075189109023470488	1	0	0	0	0	0	0	2.7252349935149172e-06	0	0	0	0	0	0	0.5	0.026734174962718009	0	0	0	0	0	8.2120007428016921e-05	0	0	0	0	0	0.05744243183434785	0	0	0	0.00262569165269567	0.019588529822305814	0	0	0	0
iDC	0.5	0.32636199956916551	0	0.045189814031098167	0	0	0	1.3308346793390866e-05	0	0	0	0	0	0	0	0	0	0	0	0	0.0034491443300759144	0.30586957000269255	0.0012446155671772901	0	6.2657468161716477e-08	0	0.0052390116701188727	0	1	0	0	0.5	0	0	0.00024464074438426995	0	0.0030808113344051942	0	0	0	0.2585578872340612	0.0042087358996326331	0.084492822756156064	0	0	0	0	0.048336327591310874	0	0	0	0	0	0	0.2204555826905979	0	0	0	0.014636562511763694	0	0	0	0	0
Keratinocytes	0	1.2961444560980966e-05	0	0	0.045213976151826055	0	0	0	0	0	0	1.0617872978848181e-05	0	0	0	0	0	0	0	5.33128548992407e-05	0.00017970480351527595	0.0075747031798373927	0	0	0.0036692526704306143	0	7.0839785751181723e-06	4.1255854717509009e-06	0	1	0	0.0024721298416697395	0	0	0.0023994062401867695	0	0.0051828218416742917	0	0	0	0.0060566014534257778	8.5757012767636667e-08	0	0	0	0	0	0.001874558646643637	8.0253275231439838e-06	0.023069497438781256	0	0	0	0	0.016368469253410855	0	0	0.5	0	0.00046202802133099721	0	0	0	0
ly Endothelial cells	0	0.016578305830182254	8.1553628566484244e-09	0	0	0	0	5.6200145396510733e-05	0	0	0	0	0	0	0	0	0	0	0	8.1575144384811921e-06	0	0	0.0060788123123897602	0	0.0048673581246995116	0	0.042964364476665948	0	0	0	1	0.00038991604383824502	0	0	0.0080102249299114584	0	0.078610121121685902	0	0	0	0.00064881027892966766	1.7569129417078931e-06	0.01410940290075533	0.5	0	0	0	8.1021105645857821e-05	2.4433006248550303e-06	0.017665331108649526	0	0	0	0	0.028286285281113169	0	0	0	0.0054464800717854362	0.004613195090012432	0	0	0	0
Macrophages	0	0.074041327435107898	0.00041925531767665131	0.001324232987785653	0.047506723960990482	0	0	0	0	0	0	0.00053942024088829226	0	0	0	0	0	0	0	0.1694088545822546	0	0.016509492310351419	0	0	0	0	0.016901329447503177	0.0096160780552028806	0	0	0	1	0	0	0.0032343944590511216	0	0.0010033482115102711	0	0	0	0.25254596319587774	0.0038838681676203989	0.0096752456816340954	0	0	0	0	0.028789735166301164	0	0.046212772827678099	0	0	0	0	0.032335516071435338	0	0	0	0.0043455840415309692	0.0025223953565208217	0	0	0	0
Macrophages M1	0	0.10908852158092387	0.00061390744013107949	0.0021877372874728471	0.029021143516275088	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25413670869955901	0	0.0019804024568158144	0	0	2.7155848387511346e-06	0	0.033296816104188304	0.0012501839969390231	0	0	0	0	1	0.47062885999044168	0.0010051895652385965	0	0.00035916625356585783	0	0	0	0.1863167697122815	3.1613817464589269e-05	0.020490999951093287	0	0	0	0	0.0052246078045800398	0	0.05752296944658554	0	0	0	0	0.031485729075020064	0	0	0	0.0044195803216525685	0.01003726556753314	0	0	0	0
Macrophages M2	0	0.14846490125938749	0	0	0.013641412151465925	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.15919080178732381	5.4261454919326004e-07	0.0018308979087161366	0.00097642358090560121	0	0	0	0.019153933943242701	0.0018749515987400822	0	0	0	0	0.43542828915453879	1	0.0033502533189591617	0	0.01049220365528169	0	0	0	0.10111530531743904	0.0052997808303787168	0.0058422531743064689	0	0	0	0	0.0016323371614930036	2.2161293732960884e-05	0.062654855446330399	0	0	0	0	0.03872680718226635	0	0	0	0.057634170701280976	0	0	0	0	0
Mast cells	0	0.0017559026865633695	0	0.012452070183468908	0.01679517754512996	0	0	0.0015732769147497353	0	0	0	0.0026187417261122337	0	0	0	0.00030785243301347892	0	0	0	0.01034630233967181	0.00012000272729745771	0.018698875998758135	0	0	0	0	0	0.042152375901963281	0	0	0	0.002170950230429449	0	0	1	0	0.0025089613222847797	0	0	0	0.0029037308728519623	0.035676775322443746	0	0	0	0	0	0.0044488843277976017	0.0028627939489693434	0.016285654859734485	0	0	0	0	0.032574286553446012	0	0	0	0.0003916926490449228	0	0	0	0	0
Megakaryocytes	0	5.2921098093456884e-05	9.6720593374906636e-06	0.0020965274439993398	0.03504264245275595	0	0	0	0	0	0	0	0	0	0	8.8661761996336943e-05	0	0.00010286016213000255	0	0	0.00018313770927709722	0.036621602626207964	0	0.046315278348733294	2.1321918857292498e-07	7.994423435346905e-05	0.0015617070851738106	0	0	0	0	0	0	0	0	1	0	0	0.0024293398380972405	0	0.0019888228373101898	0.0066272898513438728	0	0	0	0	0	0.022874150353978318	0	0.016812632611484347	0	0	0	0	0.5	0	0	0	0	1.696059282072161e-05	0	0	0	0
Melanocytes	0	0.00076671561911852528	0.00015142165023023749	0	3.1599604244816516e-05	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0039236340817589517	2.524180476090125e-06	0.00089100374234574523	0	0	7.0114240570509793e-06	0	0	0.00022526941189943616	0	0	0	0.013248212798917055	0	0	0.0011820939826329307	0	1	0	0	0	0.0039119206224863725	6.7104071020624838e-06	0.00066250493239699334	0	0	0	0	0.0052851971708332054	2.3932783491837678e-07	0.013201961800723302	0	0	0	0	0.021663449636436703	0	0	0	0	0.00015086252607963998	0	0	0	0
Memory B-cells	0	0	0	0	0.045003744798162472	0	0	0.030819995930896744	0	0	0	0.027731025266810337	0	0	0	0	0.5	0	0	0.0083196507487599287	0.00011124828594513052	0.038362892009051595	0	0	0	0	0.012635648373768864	0.23163981669287939	0	0	0	0.011652965932932826	0	0	0.0011226269380832411	0	0.000405469536488587	1	0	0	0.012769239820449306	0.1130491397562102	0	0	0	0.5	0	0.0088232947671887142	0.010548828404431753	0	0	0	0	0.33638668765824531	0.21526554633164727	0	0.31560543830178556	0	0.001222238598733586	0	0	0	0	0
MEP	0	0.0074786348446358123	0.0010474960541974644	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.18977009810459117	0.31256552248023772	0	0.0093756461168409289	0	0.013877525096487786	0.45104261746028956	0	0.26429259873583089	0	0	0	0	0	0.0093624170492105727	0	0	0.36411331821509507	0.14310187199920968	0	0	1	0	0.010076128007551905	0.25588043249314302	0.048399478431147384	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0029726020731205738	0	0	0	0	0
Mesangial cells	0	0.032624807950360345	0.087694001908812241	0	0	0	0	7.1430557613817342e-06	0	0	0	2.1266326472341551e-05	0	0	0	0.043618100825973366	0	0	0	0	0.065945472105046893	0.0027185753852282087	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.0047473899371664185	0	0	1	0.0014954710196969695	0	0.18728045656605727	0	0	0	0	0.001817466753322638	0.0029082823638158163	0.042586215568016034	0	0	0.10864956343440547	0	0.013620787551571941	0	0	0	0.046578905486022275	0.074061795708651623	0	0	0	0
Monocytes	0	0.025205773305579274	0	0.027779427583864296	0.34753273752997732	0	0	0.00016699015923510083	0	0	0	0.041397847840041357	0	0	0	0	0	0	0	0.015056512215871209	0.00040985762973815227	0.22876323629271508	0	0	0	0	0.017025624475460282	0.13983267651785705	0	0	0	0.27757841852403808	0	0	0.00025768789497266807	0	0.00046786191160777551	0	0	0	1	0.052153596063848548	0	0	0	0	0	0.5	0.0050401368936670837	0.10884474575149611	0	0	0	0	0.10622810632236761	0	0	0	0.0015890831123296601	0	0	0	0	0
MPP	0	0.0038871839395024275	1.7490186362509768e-05	0.18160221946098234	0.1441354994918892	0	0	0.0081936880237018974	0	0	0	0.015810393379042487	0	0	0	0	0	0	0	0.013836535806154271	0.0002221333666078839	0.048416782102776688	0	0	0	0	0.00048879466807434711	0.5	0	0	0	0.0085608399446936625	0	0	0.020144978099216601	0	0	0	0	0	0.031803276242304682	1	0	0	0	0	0	0.052111350436901675	0.014381189142447176	0	0	0	0	0	0.13473110819270781	0	0	0	0.00021049229211360024	0	0	0	0	0
MSC	0	0.46686630049694128	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0.09639209970288154	0	0	0	0	0.13272289052661457	0.0041389761425122242	0.13612791499345184	0	0.5	0	0	0.0031639764580132278	0	0	0	0.083383011285912481	0	0	0	0	0.42257682071486791	0	0	0	0.02019340831516785	0.00017099532440911037	1	0	0	0	0	0	0	0.5	0	0	0	0	0	0	0	0	0.42332985390804473	0.5	0	0	0	0
mv Endothelial cells	0	0.033283525501704783	0	0	0	0	0	9.6111787502460044e-06	0	0	0	0	0	0	0	0	0	0	0	0.0019054318458829763	0	0	0.018014999050051616	0	0.0093578952062052852	0	0.061643450260674457	0	0	0	0.5	0.004959312527355539	0	0	0.030642786748289946	0	0.10223199965329756	0	0	0	0.0043500681184792563	0.00020438028216179972	0.031460307413916901	1	0	0	0	2.1387827926988259e-06	0	0.023796141647406767	0	0	0	0	0.066967724589598362	0	0	0	0.0042529497746291037	0.020447935603588104	0	0	0	0
Myocytes	0	0.0066329752246218456	0.0095486009721386413	0	0.0012502053335112101	0	0	0	0	0	0	0	0	0	0	0.016331443231749333	0	0	0	7.2034023498059396e-05	0.014841621253915202	0.0053971611501021149	0	0	0.0068724003845722376	0	0	0.00031275132081609814	0	0	0	0	0	0	0	0	0	0	0	0	4.8334631937967221e-05	0.0002726942761620105	0.0063573321505517189	0	1	0	0	0.0023586846606830783	0	0.053137971439060912	0.025940170769493488	0	0	0	0.015654703605929129	0	0	0	0	0.011703219449110536	0	0	0	0
naive B-cells	0	0	2.8683082242461739e-06	0	0.0033559692086750983	0	0	0.0080880777110968194	0	0	0	0.0027602625869174633	0	0	0	0	0.46795409112115144	0	0	0.0029210261940844791	0.00031698663743661267	0.0067250024283169452	0	0	0	0	0	0.07738614090305064	0	0	0	8.0434082831912884e-06	0	0	0	0	0.0012637022560023441	0.5	0	0	0.001010969977355163	0.046393652617477056	0	0	0	1	0	0.0022270644151660716	0.0035808979476972471	0.0092159540771309494	0	0	0	0.18551137870895751	0.15318051689138029	0	0.24226338075222462	0	0.0012351156614795159	0	0	0	0	0
Neurons	0	7.4089780107870813e-05	0	0.00066163213435874244	0.0020467661639079937	0	0	0.00025097300336821736	0	0	0	0.00010158837508718269	0	0	0	0	0	0	0	0	1.1131416153648538e-05	1.6492838654702535e-06	0	0	0	0	0.0024784299031351911	0.0012770855607247137	0	0	0	0.0003422763299875138	0	0	4.0552919900804079e-07	0	0.00036773293050155169	0	0	0	0.00015742815027123237	0.00047643601292243195	0	0	0	0	1	0	0.00017739412214631589	0.0010377628231003162	0	0	0	0	0.035674243769512455	0	0	0	0.00076558446362591395	1.5559672973765304e-06	0	0	0	0
Neutrophils	0	0.00010235479614934884	0	0.014959980691904056	0.054215024933779742	0	0	5.0638376521180733e-06	0	0	0	0.0073678717958385095	0	0	0	0	0	0	0	0.00070702144834698135	2.8542624427054814e-05	0.350534861462452	0	0	0	0	0	0.0038962175508365569	0	0	0	0.0025668836303070312	0	0	0	0	3.7136276550791739e-05	0	0	0	0.075125748076619675	0.0028954513222647	0	0	0	0	0	1	0.0013677519530836525	0.032120627703239993	0	0	0	0	0.074284568374858834	0	0	0	7.0603407488953308e-06	0	0	0	0	0
NK cells	0	0	0	0.038275821591798008	0.5	0	0	0.084842531725080619	0	0	0	0.3229715722641488	0	0	0	1.7235523487332038e-05	0	0	0	0.0022313225194411862	1.2560627900723576e-05	0.051905973678051893	0	0	0	0	0.0033244306858799507	0.088975882827619673	0	0	0	0.0021631121142665086	0	0	0.096559073317481356	0	0.00021904939514372893	0	0	0	0.05853155980354606	0.0030390978030192845	0	0	0	0	0	0.023795743284667863	1	0.13578655667626974	0	0	0	0	0.17113140145238162	0	0	0	4.7058140467130477e-05	0	0	0	0	0
NKT	0	0.073324677246080897	0	0	0.070437823957680099	0	0	0	0	0	0	0.0071241342459568043	0	0	0	0.00069272181848372739	0	0	0	0.0080368420161483281	0	0.290776957514781	0	0	0	0	0	0.00062835602949049961	0	0	0	0.009150613429376139	0	0	0.00460925825632332	0	0.095860077249836487	0	0	0	0.24144975556152123	0.00019630730428904625	0	0	0	0	0	0.38667482109115819	0.019798411738203986	1	0	0	0	0	0.048659676617418997	0	0	0	0.088692470600606921	0	0	0	0	0
Osteoblast	0	0.18921596889034706	0.23841831408057867	0	0	0	0	0	0	0	0	0	0	0	0	0.45749527342989016	0	0	0	0	0.093258230025919903	0	0.059315272108373972	0	0.30858682958163436	0	0	0.0049188069320623175	0	0	0	0.0065229426572190399	0	0	0	0	0.10156341318358095	0	0	0	0	0.0007057585653088708	0.48892053700289823	0	0.29664352214087225	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0.28961620746147909	0	0	0	0
pDC	0	0.00016888406153904004	0	0.028909289870464958	0.067656564510128511	0	0	0.0010656069565860469	0	0	0	0.02412502430940484	0	0	0.021663347817844101	0	0	0	0	0	7.4092701499565784e-06	0.01279801653884383	0	0	0	0	0	0.13240404703154976	0	0	0	0.0019343666332926302	0	0	0.005935030981968667	0	0.00010706395666144356	0	0	0	0.028270175502828659	0.013850237641557683	0	0	0	0	0	0	0.038185763595055003	0.018123814860111803	0	1	0	0	0.021182663429647402	0	0	0	0.01024057435954248	0	0	0	0	0
Pericytes	0	0.15934253282199257	0.10688706441749754	0	0	0	0	0.0021395079292519095	0	0	0	0	0	0	0	0.062182947000908421	0	0	0	0	0.083996395360776674	0.021071188915968524	0.01076601527804511	0	0	0	0.41790266419079747	0.00082455642508934431	0	0	0	4.0873869651090452e-05	0	0	0	0	0.11711345649604785	0	0	0.063464287839289257	0.00069385123816540308	0.0022555942936517684	0.5	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0.18259489172360435	0.45172471323215418	0	0	0	0
Plasma cells	0	0	0.0022137966675438653	0	0.014535084942113927	0	0	0.011456854598536072	0	0	0	0.010622444199264865	0	0	0	0	0.077279042716144761	0	0	8.8898065513381734e-07	0	0.0090030568469882787	0	0	0	0	0.0035740218245907986	0.012840140735719133	0	0	0	0.00039315373643137945	0	0	0.038364609949467852	0	6.9336402295014563e-05	0.087803207391663154	0	0	0.00036345035936198117	0.0025738742497846303	0	0	0	0.087357537707328861	0	0.0055929509153100181	0.012058778880354743	0	0	0	0	1	0	0	0.15420470921528892	0	0.0025803720556935401	0	0	0	0	0
Platelets	0	0	0	0.0064877156548089256	0.052886813272624997	0	0	2.0725965551473636e-06	0	0	0	0.00033149307404481984	0	0	0	9.4481402278466335e-05	0	0	0	0.0032115805044412018	0.00017515151163437849	0.029033639520317404	0	0	0	0	0.0042290842987507075	0.043920662101758975	0	0	0	0	0	0	0.0013495534094978751	0	0.00028679299438089399	0	0	0	0.0090071127115798396	0.0056222240655100491	0	0	0	0	0	0.014145171621833801	0	0.0066448616076189224	0	0	0	0	1	0	0	0	0.0033793651568778714	0	0	0	0	0
Preadipocytes	0	0	0.010399338221247162	0	0.0099405347890977463	0	0	0	0	0	0	0	0	0	0	0.25887938116475195	0	0	0	0.07828675100626227	0.14779757456220824	0	0.077098703424815174	0	0.42343389476572968	0	0.1058078511548721	0	0	0	0	0.039038202025048915	0	0	0.03045455772586151	0	0.14105942938213648	0	0	0	0.01039814607853682	0	0.5	0	0	0	0	0	0	0.044377649744508273	0	0	0	0	0	1	0	0	0.35478518993005109	0.38307483694371347	0	0	0	0
pro B-cells	0	0	7.248295510736212e-06	0	8.0020102443794248e-05	0	0	0.00026957510472042394	0	0	0	0.0011017282359572452	0	0	0	0	0.024913629411302526	0	0	0.00020841582094000875	1.2195670947063285e-05	0.0012813746560749423	0	0	0	0	0.0035214333969896083	0.27061638247988407	0	0	0	0.00019380293196579498	0	0	0	0	0.00038371948137778684	0.037600696217976681	0	0	0	0.15560100431632659	0	0	0	0.046744278050199428	0	0.00042007498955980621	0	0.23882072926925496	0	0	0	0.032252521039799774	0	0	1	0	0.0038756395404118153	0	0	0	0	0
Sebocytes	0	2.3886374951248562e-05	0	0	0.0058057974276663421	0	0	0	0	0	0	2.5804104629444659e-08	0	0	0	2.5844411088378973e-05	0	0	0	1.1779384314864873e-05	1.1490177596504851e-05	0.00040144228776062458	0	0	0.0017763215589740185	0	0	0	0	0.5	0	0.00029730662029690109	0	0	0.0014833807997896025	0	0.0073794840778912034	0	0	0	0.0030572269994028878	0	0	0	0	0	0	0.00038597030126803999	9.6415495804880551e-07	0.0067286572521923719	0	0	0	0	0.015823580439093432	0	0	1	0	0.0023003091915568988	0	0	0	0
Skeletal muscle	0	6.0359101652791046e-06	0.00028377248525909675	0	3.3593533323556074e-09	0	0	0	0	0	0	0	0	0	0	2.2160935774290089e-05	0	0	0	0	0.00035741553908419393	3.4722916700202269e-05	0	0	7.608022186193055e-05	0	0	0	0	0	0	1.5370309912191691e-05	0	0	0	0	2.4894798290842341e-07	0	0	0	8.3758873473462604e-09	8.6360496821753924e-09	0	0	0	0	0	7.4779648145206583e-06	0	0.050367424189297454	0	0	0	0	0.025744547685658054	0	0	0	1	0.00081624653898231621	0	0	0	0
Smooth muscle	0	0.43369043712925609	0.46364754639532274	0	0	0	0	0	0	0	0	0	0	0	0	0.5	0	0	0	0.0023822791997628904	0.31855004263804554	0	0.12563399788778282	0	0.5	0	0	0.026127399428143416	0	0	0	0.0406168812243601	0	0	0	0	0.10452681772202747	0	0	0	0	0.012083892339982307	0.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.35527338046921514	1	0	0	0	0
Tgd cells	0	0	7.462043867769954e-05	0.012498671759358267	0.080225760636982182	0	0.16020413076041576	0	0.012204338957750567	0.022194123539679058	0	0	0	0	0	0	0	0	0	0.00032421118729838164	0	0.0091760070505838651	0	0	0	0	0	0.019204017198642499	0	0	0	4.3527824496140834e-05	0	0	0.011536128956641254	0	0.0019025404459874597	0	0	0	0.0046969888769704746	0.001596514422946691	0	0	0	0	0	0.00036750606833102202	0.11634278327202617	0.17037406284524498	0	0	0	0	0.070157007156219267	0	0	0	0	0	1	0.5	0.5	0.10456358709452078
Th1 cells	0	0	0.00015195044341443408	0	0.040504335241923324	0	0.023541371676989019	0	7.4654803035043702e-05	0.00075371467165796454	0	0.053069726130479375	0	0	0	0	0	0	0	0	0.0035287919014075565	0	1.4790076303655599e-05	0	0	0	0	0.029972961653806224	0	0	0	0	0	0	0	0	0.0027190147869182329	0	0	0	0	0.0033910835997017722	2.6746717013782035e-05	0	0	0	0	0	0.065138938475905822	0	0	0	0	0	0	0	0	0	0.0018919504202833044	0	0.5	1	0.5	0.01109328808987301
Th2 cells	0	0	3.7993641420332985e-05	0.010799541708668614	0.070452015202063137	0	0.14412995045891011	0	0.0039223364074260714	0.03073467463516627	0	0.11306556324332508	0	0	0	0.0035983460158503255	0	0	0	0	0.0044101139845043888	0.012456425286421527	0	0	0.002608208492973824	0	0	0.0035062095120455012	0	0	0	0	0	0	0.082777644576433149	0	0	0	0	0	7.772473729645282e-06	0	0	0	0	0	0	5.8232394306117414e-05	0.091174314081627655	0.052042762331557454	0	0	0	0	0	0	0	0	0.0018720576163324231	0	0.5	0.5	1	0.26412494694885336
Tregs	0	0.004028100848372222	0	0.073613829086053739	0.11472208416718888	0	0.46955572829858988	0	0.29806852303559073	0.21841138182003242	0	0.22416122687056161	0	0	0	0	0	0	0	0.041794155284189012	1.1153909575930128e-05	0.075709614645280421	0	0	0	0	0	0.044090305029408548	0	0	0	0.00097995647278949932	0	0	0.036073452529440768	0	0.011692149231709111	0	0	0	0.048652204474905703	0.0079958587814848159	0	0	0	0	0	0.032563098881675516	0.15323878899510621	0.010232618365714371	0	0	0	0	0.082254912715397865	0	0	0	0.0019530895471449252	0	0.3126291055947254	0.15451924698064259	0.19369936783828068	1