id	case1	case2	case3	case4	case5	case6	case7	case8	case9	case10	case11	case12	case13	case14	case15	case16	control1	control2	control3	control4	control5
aDCs	0.623887839	0.480943246	0.636534185	0.764577295	0.618856219	0.71267489	0.630348558	0.790345854	0.756043245	0.68203108	0.704471995	0.648091297	0.650894749	0.717873404	0.602928084	0.672495061	0.727356127	0.809943548	0.753675316	0.664939515	0.854851402
APC_co_inhibition	0.777660904	0.768714498	0.817358621	0.660185272	0.683914441	0.623984067	0.612076353	0.628718054	0.624210204	0.592342019	0.526564195	0.666957523	0.473153068	0.657858877	0.660024055	0.649748011	0.656341915	0.679782283	0.651070303	0.591316607	0.626823992
APC_co_stimulation	0.422212511	0.407088271	0.333602877	0.285336164	0.275931957	0.376158581	0.344183086	0.399283121	0.405238416	0.331292029	0.225570449	0.361429044	0.179472235	0.372914916	0.337021842	0.341365547	0.301359261	0.310629936	0.435754012	0.399356314	0.307659799
B_cells	0.339012665	0.365083723	0.304649466	0.421231303	0.311360253	0.344838005	0.293409411	0.370829953	0.436098273	0.427400734	0.595032319	0.364298569	0.514236032	0.523595646	0.325282054	0.347950638	0.198245839	0.2523059	0.364518825	0.219069807	0.345228382
CCR	0.575467448	0.564582695	0.569409476	0.560613744	0.560584447	0.536085314	0.558569843	0.557537778	0.553746374	0.553865088	0.547868388	0.539940305	0.500671087	0.547017519	0.544118147	0.54419094	0.517480991	0.576475163	0.586428972	0.5357706	0.556980354
CD8+_T_cells	0.252646188	0.313091548	0.388396856	0.444596515	0.254098665	0.561185669	0.551185928	0.610513998	0.600179071	0.385212581	0.593196012	0.458786091	0.379737863	0.313706057	0.478338657	0.358453499	0.846224369	0.769514665	0.618167431	0.73924131	0.708063745
Check-point	0.513334241	0.502504305	0.508105798	0.459979369	0.470843964	0.472520925	0.463210589	0.504795932	0.490975933	0.451189784	0.46951034	0.507412146	0.417054337	0.45138686	0.470956936	0.468718416	0.387435927	0.502706596	0.489512193	0.426679721	0.427631497
Cytolytic_activity	0.543525756	0.52905408	0.473563978	0.635569929	0.645854158	0.589985903	0.654724967	0.778330017	0.771643626	0.458205179	0.363809267	0.579632464	0.423768942	0.452356118	0.569441432	0.50974201	0.185259249	0.330797725	0.587673142	0.191537256	0.295828834
DCs	0.274477341	0.099385304	0.197749307	0.257610733	0.33895473	0.240988198	0.411605636	0.37532557	0.353368265	0.449112367	0.692419566	0.339480064	0.477522221	0.377449108	0.456144781	0.304806065	0.18293077	0.497223905	0.243592154	0.094358952	0.489468339
HLA	0.809198186	0.769274675	0.778147622	0.798778507	0.753681783	0.790849491	0.779610243	0.802351802	0.815318674	0.746621673	0.758094654	0.815159416	0.781402203	0.769930832	0.796724997	0.782638383	0.607633543	0.827798776	0.763601676	0.639487781	0.712916967
Inflammation-promoting	0.61532967	0.627618657	0.61206385	0.618032942	0.562496864	0.535820984	0.527696273	0.655086807	0.647418653	0.487645077	0.530618688	0.612498579	0.490517627	0.557916467	0.538213514	0.559223793	0.350753793	0.582930908	0.562287981	0.348912025	0.408318626
Macrophages	0.569411223	0.455167249	0.489654081	0.473828309	0.628127721	0.632205162	0.626325193	0.624058614	0.620996306	0.579991635	0.4541007	0.563412887	0.451984876	0.556233097	0.563574142	0.53212108	0.456057687	0.414549594	0.364326663	0.420705493	0.330135762
Mast_cells	0.432233965	0.244592872	0.44199811	0.534273753	0.515912577	0.397558905	0.394247837	0.267059721	0.182310484	0.460196481	0.201067192	0.233471275	0.12405382	0.198788438	0.339863334	0.241003333	0.478442101	0.346907624	0.182583665	0	0.511963702
MHC_class_I	0.995237299	1	0.996860909	0.997629836	0.932504865	0.958043564	0.941466788	0.965394558	0.955784996	0.952112594	0.959307359	0.980417927	0.948552035	0.951284537	0.95002264	0.96591068	0.939763074	0.927372158	0.9374164	0.952430382	0.848444766
Neutrophils	0.728591631	0.698975409	0.738270736	0.684477693	0.706240266	0.701473111	0.707868796	0.737196328	0.753896919	0.70746712	0.608672856	0.711050985	0.59816716	0.72909064	0.687955371	0.726009005	0.568653612	0.680836345	0.775598431	0.65786527	0.711782531
NK_cells	0.038575556	0.20594005	0.230910767	0.301087244	0.119641681	0.040252546	0.085484992	0.110616665	0.036341819	0.076678166	0.402078516	0.095039076	0.256012894	0.157112206	0.147814919	0.168500443	0.114744218	0.094611639	0.288979411	0.016173646	0.109751736
Parainflammation	0.812143756	0.807571744	0.807796791	0.766260602	0.737732347	0.714011746	0.716842907	0.762233188	0.757864774	0.698940102	0.593065322	0.761384381	0.647557882	0.771799556	0.762613011	0.74442093	0.674481145	0.77137359	0.694317844	0.783735557	0.711178982
pDCs	0.61053214	0.598993325	0.613342191	0.653574742	0.474741869	0.460017901	0.512095429	0.589565627	0.613899285	0.463129788	0.425853406	0.501774602	0.564904628	0.464556535	0.505575517	0.472288957	0.485055731	0.54018234	0.46818343	0.44101676	0.431505204
T_cell_co-inhibition	0.520014381	0.497389771	0.509416315	0.498313942	0.547449162	0.536614378	0.543493842	0.531167096	0.495205174	0.463145601	0.579487949	0.542514359	0.480621167	0.502181529	0.523808201	0.535697892	0.440346214	0.589623195	0.514836227	0.43396936	0.458700643
T_cell_co-stimulation	0.358831354	0.334624772	0.312434571	0.293273707	0.287027481	0.359420805	0.341680355	0.461504074	0.492416643	0.341162924	0.34854321	0.421993488	0.283522348	0.331744494	0.325278156	0.342614373	0.139796307	0.249902474	0.401181545	0.250910822	0.200300473
T_helper_cells	0.855088658	0.763582652	0.762968143	0.755202981	0.902070679	0.937991534	0.899221591	0.9083275	0.945700832	0.905031496	0.594257436	0.92681864	0.858161204	0.83475399	0.828329575	0.84799387	0.870116201	0.9083275	0.79765998	0.77067744	0.794196383
Tfh	0.029067961	0.132789319	0.078577662	0.182575044	0.32995978	0.171427382	0.161486537	0.23745832	0.303604497	0.462949519	0.423755113	0.348600629	0.269700436	0.279290673	0.243547304	0.275037029	0.027822023	0.240183486	0.02801756	0.220618303	0.211013156
Th1_cells	0.367047566	0.341964781	0.34869588	0.24483749	0.354475222	0.4453615	0.460883757	0.490425716	0.507618591	0.323439279	0.477791257	0.517435223	0.357995541	0.37722634	0.402881923	0.47510134	0.119780302	0.289650613	0.159627353	0.291348887	0.178254432
Th2_cells	0.618118823	0.560864655	0.550038304	0.572044806	0.608197777	0.610998601	0.581880326	0.626545102	0.668749817	0.532385715	0.750555735	0.582843368	0.616486319	0.558465343	0.537644325	0.556488973	0.510483848	0.605919964	0.727993029	0.518545351	0.609939993
TIL	0.633636314	0.608516968	0.624269562	0.622585205	0.599976424	0.640593568	0.647092108	0.703946494	0.713760499	0.62183603	0.536276733	0.673389646	0.564237689	0.649349432	0.612139485	0.636407858	0.480558594	0.588141737	0.674177848	0.501108545	0.561605104
Treg	0.691038939	0.691739178	0.691735475	0.657879278	0.680234233	0.668818777	0.678455968	0.67225202	0.653813638	0.643400102	0.686507127	0.654577457	0.696419195	0.671552537	0.650777136	0.664415041	0.810865184	0.792990333	0.76458724	0.772598549	0.839297213
Type_I_IFN_Reponse	0.857927314	0.90503662	0.89815798	0.790962659	0.673882611	0.64751641	0.653800619	0.763057912	0.789501846	0.73222679	0.544259789	0.746382269	0.658688069	0.760524691	0.738609078	0.738650993	0.640852534	0.702468379	0.67295948	0.877193914	0.614237187
Type_II_IFN_Reponse	0.691458964	0.602656273	0.605801223	0.669622964	0.541329342	0.610231046	0.618383811	0.672888099	0.686201164	0.56257324	0.564987428	0.630173364	0.701906082	0.695178048	0.652717966	0.704531032	0.599180171	0.525338578	0.507346613	0.55956057	0.666696125