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VatsalPatel18
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head-and-neck-cancer-expression-data

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A1CF	0.058039	0.047434	0.046958	0.030038	0.050175	0.063162	0.067094	0.051009	0.062328	0.044932	0.076864	0.048149	0.059468	0.055258	0.047196	0.067332	0.050651	0.2009	0.05506	0.047553	0.060779	0.046243	0.050056	0.073766	0.051009	0.074481	0.058158	0.053511	0.052081	0.042668	0.032898	0.067094	0.064711	0.053868	0.062802	0.039451	0.050175	0.048149	0.069477	0.048864	0.054464	0.037034	0.054345	0.063639	0.059826	0.05637	0.068524	0.059707	0.048268	0.053987	0.065426	0.060898	0.046124	0.065068	0.045885	0.063639	0.056013	0.046004	0.079962	0.041238	0.061256	0.046243	0.048507	0.0522	0.053868	0.048507	0.047434	0.037306	0.045051	0.05089	0.0522	0.04803	0.054226	0.032898	0.055894	0.054345	0.050413	0.041596	0.04803	0.054583	0.059588	0.045766	0.052915	0.050413	0.072575	0.048775	0.069186	0.045289	0.036592	0.032898	0.058039	0.060064	0.052796	0.046362	0.058992	0.061494	0.063996	0.039213	0.052796	0.056966	0.062924	0.050532	0.050175	0.058039	0.050532	0.057562	0.063996	0.051604	0.04386	0.146338	0.17682	0.035791	0.144306	0.035791	0.184135	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.170317	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.155686	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.202018	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.129268	0.035791	0.035791	0.206082	0.143087	0.035791	0.035791	0.178039	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.140648	0.035791	0.035791	0.035791	0.035791	0.035791	0.163814	0.035791	0.035791	0.035791	0.156092	0.035791	0.035791	0.149589	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.175194	0.035791	0.035791	0.035791	0.035791	0.035791	0.162595	0.035791	0.035791	0.142274	0.137397	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.172349	0.035791	0.035791	0.141054	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.153247	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.166659	0.035791	0.035791	0.035791	0.035791	0.204456	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.152434	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.152028	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.145525	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.172349	0.035791	0.035791	0.035791	0.199986	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.147964	0.035791	0.151215	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.154466	0.158531	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.163408	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.15406	0.15406	0.035791	0.180477	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.161782	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.16991	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.132113	0.035791	0.035791	0.165033	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.138209	0.035791	0.035791	0.035791	0.035791	0.035791	0.182103	0.166659	0.035791	0.035791	0.035791	0.035791	0.035791	0.196734	0.172349	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.173162	0.035791	0.035791	0.035791	0.035791	0.179665	0.035791	0.179258	0.035791	0.035791	0.163814	0.035791	0.035791	0.035791	0.035791	0.035791	0.1756	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.143899	0.035791	0.035791	0.172349	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.141461	0.035791	0.035791	0.035791	0.171536	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.142274	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.147964	0.197141	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.157718	0.134958	0.146338	0.165846	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.195109	0.035791	0.035791	0.164627	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.139022	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.035791	0.133332	0.035791
A2M	0.93452	0.935681	0.941344	0.938718	0.936217	0.94167	0.927927	0.931815	0.937102	0.93466	0.935627	0.936315	0.944415	0.941841	0.938086	0.92038	0.925954	0.930585	0.921117	0.921363	0.927077	0.939281	0.935627	0.928951	0.943222	0.920626	0.941932	0.93243	0.932512	0.941868	0.921117	0.93907	0.935233	0.929419	0.88841	0.936776	0.938645	0.937996	0.910051	0.933282	0.920134	0.936332	0.93907	0.940791	0.937102	0.933838	0.927336	0.941234	0.942204	0.939327	0.943982	0.938655	0.930217	0.927166	0.933782	0.931692	0.942731	0.937656	0.929233	0.936119	0.940627	0.942412	0.941932	0.942985	0.935359	0.935922	0.938502	0.933289	0.927599	0.942555	0.93826	0.930764	0.941115	0.920626	0.92661	0.940328	0.93653	0.931375	0.942926	0.926282	0.941014	0.931692	0.936774	0.936847	0.943754	0.942154	0.926528	0.935135	0.904887	0.938978	0.90046	0.935543	0.939869	0.937479	0.928365	0.934532	0.930217	0.936414	0.939045	0.940852	0.925298	0.938099	0.936315	0.941945	0.943453	0.937512	0.92038	0.928387	0.942883	0.979888	0.860761	0.836834	0.967936	0.929973	0.978594	0.950341	0.96625	0.973875	0.951626	0.984333	0.971045	0.98765	0.815839	0.879269	0.949462	0.986082	0.936965	0.954056	0.941953	0.903481	0.844676	0.977453	0.947617	0.963075	0.895243	0.978499	0.949914	0.895146	0.982441	0.887384	0.861675	0.793271	0.980877	0.958123	0.947316	0.835475	0.930863	0.927906	0.938877	0.986057	0.974734	0.901783	0.870603	0.977194	0.765567	0.959091	0.910973	0.993066	0.763426	0.858274	0.853835	0.931458	0.888572	0.958776	0.851381	0.897856	0.986719	0.966983	0.961007	0.901894	0.961446	0.990197	0.973576	0.897365	0.793527	0.987834	0.947699	0.962567	0.990569	0.980032	0.946743	0.950937	0.99183	0.90021	0.958267	0.988911	0.978868	0.994079	0.987897	0.989764	0.977636	0.978341	0.95878	0.906166	0.970015	0.96755	0.981369	0.988838	0.965077	0.943924	0.969729	0.869621	0.97842	0.964221	0.989986	0.994985	0.976485	0.991976	0.970036	0.980951	0.989247	0.970487	0.96676	0.874628	0.989531	0.972443	0.92681	0.947882	0.984675	0.945123	0.894915	0.978666	0.849381	0.926477	0.955434	0.960624	0.911372	0.956713	0.887281	0.967263	0.84694	0.920714	0.953174	0.88749	0.972349	0.849214	0.949936	0.767812	0.928764	0.941545	0.981165	0.931364	0.965616	0.969991	0.991046	0.973717	0.939704	0.983052	0.986545	0.96059	0.972588	0.905439	0.987887	0.861256	0.992279	0.733634	0.993746	0.947025	0.965708	0.953031	0.865361	0.970265	0.874465	0.960892	0.929341	0.984516	0.940591	0.967281	0.986971	0.967191	0.895964	0.936335	0.893516	0.959219	0.925523	0.965899	0.925119	0.979446	0.962198	0.946182	0.95073	0.974455	0.944834	0.944936	0.942842	0.980571	0.979436	0.975853	0.950774	0.992985	0.994694	0.985969	0.989478	0.986468	0.902882	0.963398	0.845537	0.950043	0.960066	0.973593	0.945523	0.955661	0.97643	0.977028	0.981439	0.934086	0.976197	0.992654	0.985864	0.976491	0.975131	0.995873	0.983446	0.951384	0.979673	0.983089	0.977355	0.938049	0.988064	0.989216	0.990525	0.986332	0.971506	0.983123	0.950004	0.949764	0.975929	0.951694	0.97142	0.983563	0.958433	0.931981	0.988134	0.956545	0.923682	0.885899	0.976	0.934024	0.650992	0.972947	0.989253	0.88605	0.963392	0.99659	0.810307	0.954689	0.796571	0.974822	0.834196	0.785315	0.866375	0.874183	0.904668	0.958162	0.993271	0.958278	0.89819	0.95672	0.933461	0.981045	0.927562	0.961519	0.988892	0.981118	0.714898	0.956564	0.969963	0.931863	0.922056	0.882942	0.941752	0.884571	0.892737	0.981669	0.804647	0.969656	0.958469	0.949164	0.98233	0.925348	0.90239	0.98467	0.916311	0.95513	0.974621	0.978384	0.991682	0.97827	0.951851	0.984418	0.805749	0.912424	0.978236	0.972287	0.976998	0.908193	0.965689	0.914574	0.977096	0.980585	0.91796	0.96548	0.776922	0.989911	0.876356	0.964977	0.986457	0.97853	0.947401	0.864185	0.982907	0.916381	0.939361	0.944127	0.967064	0.958871	0.952226	0.979983	0.95918	0.886412	0.943845	0.938387	0.945583	0.960288	0.979739	0.851468	0.861338	0.98444	0.887195	0.97734	0.801855	0.972857	0.955417	0.9409	0.970874	0.872057	0.914706	0.896302	0.978321	0.97014	0.786228	0.956648	0.975904	0.813689	0.977594	0.915364	0.965535	0.941668	0.829725	0.980404	0.865528	0.970955	0.88921	0.932457	0.925207	0.883144	0.899017	0.943348	0.964073	0.874301	0.967306	0.982872	0.945061	0.883324	0.991262	0.910309	0.982252	0.967978	0.986031	0.932512	0.953592	0.930271	0.993786	0.983735	0.983323	0.98798	0.988343	0.926433	0.949327	0.880422	0.919532	0.975386	0.929089	0.941094	0.958945	0.952057	0.933869	0.873951	0.962378	0.965458	0.912973	0.973784	0.953819	0.676966	0.923054	0.985193	0.922803	0.960145	0.96131	0.984175	0.934605	0.929397	0.97518	0.955337	0.930256	0.962079	0.914047	0.88241	0.847256	0.919149	0.903849	0.934337	0.856054	0.921583	0.951384	0.870263	0.93867	0.942065	0.949409	0.970861	0.853746	0.929263	0.979377	0.989893	0.846557	0.912587	0.986705	0.991082	0.848354	0.978441	0.927665	0.874392	0.953195	0.978113	0.923318	0.87985	0.866602	0.988292	0.889103	0.898786	0.629305	0.959863	0.924888	0.969671	0.984761	0.903393	0.875353	0.971061	0.697998	0.935477	0.992768	0.844424	0.934248	0.892392	0.962377	0.956787	0.974178	0.954877	0.961346	0.624073	0.985755	0.952177	0.962843	0.844504	0.866733	0.931945	0.924469	0.791955	0.886026	0.733379	0.861392	0.901061	0.910919	0.884461	0.95991	0.856369	0.960081	0.93469	0.917462	0.88747	0.88231	0.864757	0.871855	0.885734	0.943256	0.92799	0.924163	0.977429	0.833486	0.960347	0.934808	0.989037	0.926139	0.672312	0.910631	0.880218	0.965015	0.920987	0.959307	0.848691	0.931243	0.920864	0.94728	0.949175	0.874892	0.972267	0.951109	0.890997	0.886676	0.975244	0.893399	0.814317	0.98867	0.913712	0.975138	0.971381	0.857184	0.956417	0.974907	0.956868	0.908933	0.93864	0.885821	0.98409
A2M-AS1	0.265545	0.281324	0.290507	0.32189	0.286674	0.305121	0.278519	0.273019	0.304641	0.282123	0.327639	0.289549	0.299371	0.310631	0.311349	0.279887	0.276852	0.259604	0.27278	0.27829	0.279727	0.286435	0.274713	0.268548	0.307357	0.280366	0.335305	0.275175	0.279008	0.303683	0.279248	0.284518	0.276852	0.269186	0.269186	0.287633	0.287633	0.301527	0.25395	0.287872	0.282841	0.300569	0.257049	0.28883	0.265034	0.293143	0.297455	0.295119	0.277092	0.326198	0.32406	0.324286	0.307836	0.27278	0.306318	0.308474	0.356626	0.284997	0.315661	0.301288	0.305225	0.302725	0.31614	0.318057	0.317578	0.275655	0.306079	0.277811	0.251842	0.319451	0.276134	0.306239	0.259604	0.251379	0.269905	0.307277	0.295538	0.285477	0.295698	0.282841	0.308474	0.267557	0.282307	0.353512	0.292184	0.363574	0.278441	0.283081	0.274936	0.28899	0.247147	0.313745	0.297767	0.272231	0.280925	0.291466	0.281033	0.289835	0.323081	0.314703	0.279967	0.285716	0.304641	0.299975	0.292663	0.293622	0.255771	0.292983	0.310631	0.329019	0.301005	0.285983	0.337873	0.273034	0.305927	0.306013	0.298972	0.278038	0.254129	0.268052	0.266057	0.287009	0.210227	0.255092	0.256089	0.345368	0.248114	0.258072	0.352784	0.266123	0.310795	0.340907	0.25012	0.337169	0.326948	0.307173	0.272057	0.251126	0.313016	0.273074	0.290004	0.264133	0.309956	0.265094	0.269087	0.323931	0.294027	0.295014	0.27226	0.285046	0.304075	0.265254	0.269077	0.320021	0.274151	0.373847	0.27107	0.299021	0.296011	0.286023	0.29307	0.26408	0.348134	0.305979	0.282005	0.263096	0.285026	0.236162	0.279144	0.255082	0.284996	0.273094	0.264063	0.256577	0.284079	0.276513	0.28999	0.292123	0.296862	0.278058	0.257125	0.251114	0.283042	0.290987	0.256577	0.251124	0.253138	0.293471	0.327919	0.240139	0.319918	0.274041	0.26506	0.294027	0.298981	0.286043	0.282045	0.259089	0.281029	0.296041	0.266046	0.273041	0.276044	0.284996	0.307932	0.26506	0.249104	0.310973	0.265067	0.312917	0.270074	0.310897	0.299958	0.310016	0.272097	0.282992	0.319893	0.295971	0.225177	0.306996	0.284039	0.267104	0.266086	0.301962	0.279125	0.244132	0.283022	0.276124	0.286053	0.309019	0.261132	0.242143	0.338913	0.328789	0.345087	0.254164	0.289083	0.308201	0.297944	0.290058	0.305938	0.256088	0.316027	0.314771	0.284996	0.302988	0.287976	0.330969	0.31193	0.279025	0.287993	0.305208	0.284079	0.29297	0.305979	0.272107	0.302968	0.278078	0.297013	0.240139	0.2322	0.312996	0.277051	0.253098	0.261072	0.325207	0.271041	0.282015	0.312996	0.269047	0.315199	0.283024	0.291964	0.297994	0.321898	0.267175	0.286999	0.323911	0.26806	0.271032	0.324868	0.273044	0.272047	0.324908	0.284996	0.262079	0.282025	0.277057	0.27506	0.297994	0.272067	0.300945	0.290987	0.283057	0.269079	0.277071	0.264053	0.287996	0.277021	0.262099	0.255102	0.26509	0.286474	0.281019	0.281999	0.284099	0.32589	0.284989	0.280072	0.2212	0.263554	0.293977	0.274041	0.310998	0.303017	0.2541	0.253108	0.280082	0.277051	0.261062	0.3012	0.264053	0.291159	0.295004	0.334996	0.348488	0.275077	0.239163	0.286023	0.33689	0.313334	0.276025	0.299027	0.284079	0.254105	0.253098	0.315897	0.267053	0.280999	0.283011	0.276025	0.293	0.255091	0.323378	0.282647	0.275038	0.273024	0.324858	0.262086	0.33986	0.307972	0.302061	0.297007	0.320044	0.310458	0.284123	0.263056	0.351233	0.307923	0.267123	0.269047	0.282015	0.298991	0.27107	0.31799	0.327638	0.273064	0.308969	0.270044	0.267783	0.315947	0.297994	0.278209	0.26805	0.26505	0.247137	0.295014	0.256098	0.287009	0.304962	0.256098	0.276035	0.26507	0.311977	0.281025	0.291993	0.344864	0.24612	0.333331	0.29004	0.253112	0.248124	0.31499	0.269121	0.300844	0.222239	0.303985	0.258102	0.292153	0.26611	0.277073	0.287986	0.277041	0.305989	0.268086	0.298004	0.295041	0.364759	0.314964	0.280141	0.281029	0.260564	0.289043	0.30594	0.291993	0.284991	0.24423	0.33087	0.278028	0.271041	0.327869	0.293113	0.276513	0.231657	0.298971	0.253586	0.229165	0.287009	0.28302	0.27106	0.383152	0.270046	0.256116	0.302671	0.304025	0.264115	0.293	0.406258	0.297994	0.296001	0.319882	0.286012	0.287997	0.238256	0.295991	0.308132	0.296	0.278008	0.302948	0.321947	0.230181	0.306089	0.305389	0.360175	0.379264	0.322924	0.298144	0.308032	0.336272	0.257097	0.293	0.29302	0.331028	0.250204	0.299235	0.27104	0.274031	0.338272	0.301971	0.268006	0.254284	0.253108	0.275038	0.279025	0.264057	0.330005	0.229185	0.272037	0.286999	0.244139	0.282045	0.338933	0.322925	0.252101	0.477968	0.344874	0.36379	0.262139	0.279035	0.296608	0.30995	0.301045	0.289003	0.266545	0.323109	0.317083	0.22322	0.294456	0.301194	0.262129	0.270113	0.293762	0.283999	0.267088	0.265317	0.26807	0.282992	0.29303	0.278028	0.248343	0.250112	0.289043	0.277091	0.299031	0.400825	0.260076	0.320961	0.242123	0.276094	0.344126	0.215224	0.277031	0.335853	0.330899	0.260105	0.29004	0.276513	0.309914	0.281009	0.266057	0.293977	0.307972	0.356906	0.316027	0.33691	0.302072	0.295452	0.358838	0.28301	0.298004	0.301084	0.300057	0.329958	0.291037	0.349878	0.31819	0.323184	0.297107	0.310116	0.304969	0.348513	0.240628	0.271053	0.340847	0.267103	0.316964	0.384535	0.281527	0.275068	0.274388	0.349998	0.31199	0.299041	0.331836	0.317004	0.331108	0.303098	0.333979	0.280052	0.293957	0.240219	0.266163	0.316056	0.29911	0.258152	0.295047	0.276154	0.311032	0.318917	0.287009	0.322964	0.315282	0.341595	0.338016	0.289252	0.295044	0.288126	0.291056	0.255191	0.26816	0.302061	0.34879	0.31605	0.244137	0.324121	0.315081	0.319963	0.300018	0.318977	0.302011	0.375228	0.29611	0.3134	0.280211	0.282597	0.294151	0.301104	0.289043	0.319256	0.305071	0.286338	0.258093	0.325317	0.361331	0.301114	0.292143	0.333112	0.311082	0.59279	0.328118	0.285899	0.31353	0.313298	0.307175
A2ML1	0.899977	0.911807	0.658809	0.913121	0.905669	0.908956	0.887709	0.871561	0.893941	0.902742	0.910159	0.881193	0.910202	0.80867	0.618865	0.91184	0.89328	0.875527	0.912646	0.913017	0.902339	0.861559	0.891108	0.903063	0.908389	0.63133	0.895546	0.912679	0.865329	0.819152	0.913616	0.906217	0.899445	0.876377	0.914594	0.907679	0.892241	0.734448	0.905827	0.908389	0.725383	0.798755	0.903164	0.833033	0.545776	0.882893	0.906206	0.906123	0.867269	0.552008	0.601301	0.90846	0.909616	0.900739	0.895924	0.889881	0.751162	0.913052	0.898626	0.882893	0.89819	0.894602	0.85513	0.848331	0.887142	0.748046	0.895924	0.801021	0.905178	0.910202	0.906526	0.910758	0.846065	0.900297	0.902157	0.907717	0.701869	0.886571	0.857963	0.90846	0.869295	0.910181	0.769293	0.90074	0.91245	0.902723	0.816036	0.874111	0.914518	0.906365	0.897624	0.912898	0.801588	0.912862	0.794222	0.874111	0.901961	0.910985	0.905205	0.904562	0.909883	0.859816	0.911776	0.49535	0.8336	0.88176	0.867595	0.914039	0.769009	0.904572	0.560487	0.972264	0.767357	0.558076	0.98486	0.963529	0.93942	0.933201	0.981225	0.993454	0.962182	0.935279	0.596637	0.926889	0.830606	0.81057	0.933188	0.810854	0.781073	0.973555	0.979517	0.972202	0.975516	0.469763	0.951341	0.984364	0.973624	0.826277	0.950162	0.94044	0.952491	0.985632	0.61832	0.926991	0.979509	0.91566	0.832899	0.978932	0.946228	0.831813	0.974724	0.982209	0.96794	0.981333	0.938972	0.861845	0.594304	0.529235	0.966097	0.714413	0.345221	0.98246	0.933708	0.946319	0.989588	0.977265	0.994683	0.821567	0.983381	0.938353	0.984604	0.9766	0.978165	0.855456	0.931815	0.587308	0.991976	0.463699	0.925019	0.983777	0.902312	0.99365	0.98735	0.985574	0.977281	0.974837	0.990444	0.990318	0.989622	0.974309	0.947201	0.378339	0.966954	0.820954	0.926571	0.703687	0.963788	0.885764	0.986804	0.959669	0.818658	0.973972	0.983059	0.953833	0.655971	0.491841	0.617907	0.948231	0.98118	0.990222	0.540682	0.489042	0.990932	0.997947	0.786803	0.951174	0.957685	0.678241	0.907366	0.497517	0.987333	0.617963	0.964285	0.950239	0.789446	0.711897	0.994198	0.925611	0.891562	0.988605	0.971528	0.981149	0.622058	0.733027	0.829017	0.963739	0.987928	0.972873	0.982685	0.976322	0.911049	0.991851	0.982223	0.891559	0.531334	0.970253	0.972009	0.416587	0.826852	0.987986	0.839694	0.990889	0.988224	0.9845	0.44861	0.982488	0.985298	0.906711	0.989932	0.975314	0.968879	0.623313	0.831957	0.913138	0.992683	0.758695	0.677342	0.984309	0.41752	0.304173	0.627083	0.994766	0.517504	0.976248	0.713698	0.980108	0.9427	0.907002	0.993445	0.911342	0.936217	0.949489	0.984278	0.988455	0.772483	0.60846	0.946162	0.758607	0.997286	0.993607	0.79789	0.954029	0.630535	0.986615	0.989675	0.979553	0.979518	0.994504	0.987315	0.990694	0.987739	0.994986	0.785023	0.968405	0.989978	0.662515	0.857587	0.868127	0.9872	0.977895	0.981974	0.692914	0.590164	0.996647	0.956332	0.948468	0.975852	0.994678	0.997051	0.941537	0.996855	0.99406	0.977006	0.993453	0.993196	0.980035	0.981125	0.912866	0.955822	0.91757	0.962464	0.990097	0.742324	0.427316	0.503775	0.975269	0.969237	0.835114	0.982849	0.968091	0.591739	0.398862	0.976834	0.493085	0.985482	0.963336	0.759617	0.9022	0.952911	0.940732	0.647013	0.985068	0.484883	0.987765	0.937514	0.775947	0.597925	0.634639	0.94085	0.787745	0.978538	0.984741	0.839074	0.975304	0.969113	0.782005	0.752652	0.984934	0.979144	0.994036	0.95081	0.994995	0.965028	0.899682	0.957224	0.77594	0.885408	0.994698	0.620433	0.943793	0.955617	0.918591	0.976412	0.302774	0.959624	0.704231	0.670752	0.871168	0.982424	0.639631	0.993119	0.994059	0.432447	0.756831	0.89267	0.99087	0.984461	0.971668	0.964135	0.982082	0.993413	0.965244	0.982291	0.659112	0.939879	0.944145	0.944145	0.997027	0.712083	0.934981	0.945364	0.99614	0.943088	0.948217	0.775966	0.760208	0.669888	0.938397	0.950566	0.974799	0.451571	0.745525	0.975846	0.979375	0.401661	0.99006	0.806209	0.872258	0.736423	0.983787	0.987382	0.698323	0.853593	0.785825	0.941444	0.994995	0.994403	0.928805	0.988245	0.981926	0.861733	0.988347	0.984726	0.992662	0.956435	0.87468	0.966996	0.749856	0.955441	0.631388	0.974983	0.990547	0.428247	0.51181	0.923891	0.903209	0.965345	0.939973	0.708491	0.993714	0.624779	0.989547	0.771936	0.977251	0.991131	0.99272	0.985415	0.488421	0.95038	0.972354	0.935284	0.922392	0.821955	0.876524	0.96564	0.96508	0.870533	0.9069	0.978842	0.963023	0.977146	0.44644	0.49239	0.813142	0.210883	0.84694	0.719158	0.954265	0.880949	0.530941	0.933693	0.880091	0.464965	0.676781	0.966523	0.951976	0.747317	0.906873	0.990672	0.928614	0.989428	0.997002	0.993182	0.538797	0.93324	0.991365	0.960479	0.967207	0.93477	0.985268	0.585954	0.852945	0.974946	0.783941	0.285049	0.996596	0.783013	0.689741	0.986818	0.937737	0.787655	0.777153	0.996684	0.553724	0.821236	0.988288	0.896963	0.994604	0.994067	0.676038	0.995778	0.980829	0.292045	0.997322	0.887007	0.650014	0.650446	0.448306	0.964944	0.440843	0.906592	0.789111	0.961403	0.981312	0.240736	0.974728	0.955694	0.614362	0.973364	0.966696	0.987028	0.963412	0.98305	0.99048	0.969577	0.973316	0.730042	0.973459	0.987102	0.980193	0.906578	0.35455	0.310237	0.961235	0.982621	0.669667	0.80409	0.751498	0.854179	0.957623	0.936302	0.877857	0.942433	0.986952	0.570827	0.779973	0.96713	0.849221	0.569583	0.892951	0.966961	0.94669	0.970594	0.951594	0.989609	0.804545	0.983535	0.501481	0.92155	0.948044	0.972589	0.06675	0.774821	0.484901	0.408191	0.873534	0.972752	0.958114	0.478159	0.708352	0.605966	0.99363	0.535066	0.929682	0.987827	0.896138	0.975149	0.990112	0.966013	0.888119	0.626731	0.995928	0.76316	0.971088	0.94153	0.95185	0.941978	0.944645	0.64095	0.818716	0.82499	0.978178	0.952987	0.85396
A4GALT	0.89767	0.685167	0.66882	0.644301	0.945267	0.696705	0.626031	0.678917	1.058731	0.945748	0.655839	0.745745	0.732764	0.849593	0.565453	0.910651	0.695263	0.561126	0.889497	0.785168	0.520741	0.686128	0.842862	0.813054	0.791899	0.651993	0.633096	0.946229	0.893343	0.677474	0.597184	0.756322	0.867381	0.845266	1.048635	0.862093	0.577953	0.835169	0.703917	0.747187	0.668339	0.659685	0.717379	0.77988	0.647185	1.056808	0.747187	0.638531	0.929402	0.614492	0.653435	0.65007	0.704879	0.779399	0.609109	0.704879	0.646224	0.5818	0.553914	0.791899	0.732283	0.605838	0.772187	0.651993	0.828438	0.584684	0.759687	0.682763	0.822188	0.765457	0.741418	0.972672	0.718821	0.655839	0.8419	0.681801	0.739495	0.651993	0.814977	0.720263	0.658724	0.729398	0.721225	0.696705	0.74911	0.654878	0.986614	0.869305	0.946229	0.90344	0.696225	0.626031	0.575069	0.983249	0.69959	0.780361	0.847189	0.979883	0.743822	0.701994	0.741898	0.715456	0.75536	0.599108	0.845266	0.97171	0.956806	0.587088	0.771707	0.761327	0.683728	0.655085	0.589556	0.516126	0.55275	0.941229	0.829397	0.908096	0.845245	0.84431	0.558922	0.73195	0.906196	0.895287	0.840469	0.6119	0.731347	0.783839	0.710396	0.759345	0.900274	0.701685	0.608096	0.924792	0.752669	0.656205	0.774107	0.677514	0.809468	0.918836	0.852503	0.897854	0.936672	0.659389	0.781545	0.439716	0.850647	0.855359	0.78644	0.446233	0.896632	0.5745	0.928845	0.54478	0.896722	0.724357	0.610722	0.683224	0.863133	0.558895	0.766238	0.472608	0.732607	0.829963	0.519263	0.612101	0.587491	0.726348	0.682801	0.624789	0.866161	0.866751	0.688885	0.793046	0.928296	0.79939	0.60849	0.824941	0.581186	0.778598	0.871454	0.875612	0.719238	0.614518	0.611049	0.806044	0.558881	0.715582	0.620937	0.864882	0.617942	0.717187	0.642599	0.439464	0.561957	0.488048	0.776976	0.530761	0.621205	0.903365	0.872947	0.741819	0.845814	0.851181	0.850735	0.73243	0.760563	0.850168	0.694484	0.857659	0.715614	0.883032	0.867959	0.901918	0.80358	0.901419	0.695729	0.642898	0.806353	0.839287	0.650849	0.877974	0.656205	0.735742	0.627867	0.80417	0.817824	0.905888	0.926929	0.593776	0.815936	0.795715	0.691823	0.930744	0.735737	0.826664	0.831063	0.851414	0.833235	0.883848	0.622447	0.803843	0.753876	0.773671	0.730666	0.535672	0.911514	0.492747	0.723971	0.756501	0.470125	0.717964	0.800049	0.52154	0.801874	0.870535	0.840933	0.841204	0.644827	0.781697	0.692204	0.731725	0.746652	0.541013	0.662017	0.791798	0.483517	0.909324	0.674694	0.785548	0.89272	0.599033	0.779457	0.457848	0.88939	0.747491	0.886297	0.502145	0.675337	0.880239	0.873215	0.735551	0.857148	0.601416	0.852181	0.807393	0.688892	0.650632	0.779815	0.782667	0.742114	0.643906	0.855244	0.724923	0.752367	0.759693	0.682234	0.78451	0.831194	0.567814	0.621873	0.874513	0.891567	0.861937	0.633909	0.713783	0.88333	0.698623	0.609455	0.879743	0.682049	0.795941	0.763405	0.906039	0.646567	0.652345	0.710579	0.855577	0.652745	0.667348	0.716173	0.616431	0.738786	0.741363	0.88934	0.539401	0.778054	0.859326	0.72669	0.695308	0.636872	0.737908	0.804786	0.920782	0.825421	0.721152	0.86961	0.546683	0.646627	0.880486	0.737906	0.724615	0.621466	0.776205	0.748161	0.675337	0.789252	0.836966	0.811565	0.888912	0.863666	0.837737	0.907629	0.857505	0.892901	0.861046	0.649531	0.631558	0.760479	0.883384	0.781781	0.93792	0.767974	0.83271	0.813306	0.920157	0.59931	0.838916	0.760924	0.761149	0.644889	0.712971	0.919512	0.78567	0.823937	0.869476	0.878809	0.695986	0.452161	0.789907	0.799828	0.720287	0.811796	0.914977	0.788798	0.703896	0.882028	0.724128	0.812181	0.535471	0.808224	0.638286	0.771293	0.74146	0.679572	0.937131	0.510452	0.858849	0.788881	0.940649	0.789001	0.714463	0.939933	0.886997	0.83758	0.863092	0.897925	0.82806	0.746994	0.809244	0.545923	0.5974	0.506561	0.706666	0.86593	0.587734	0.755846	0.809244	0.845735	0.541893	0.937484	0.697828	0.61341	0.811272	0.873364	0.783972	0.491572	0.899684	0.732282	0.818539	0.89182	0.864639	0.813106	0.732778	0.458407	0.694795	0.868669	0.806661	0.898413	0.678457	0.777414	0.719664	0.95227	0.776861	0.864031	0.910455	0.802893	0.888982	0.874238	0.602414	0.677351	0.786854	0.89733	0.794889	0.885283	0.762316	0.534031	0.716956	0.947733	0.655507	0.489836	0.740865	0.744772	0.903591	0.723169	0.868966	0.862268	0.919331	0.668198	0.519607	0.49157	0.891753	0.867494	0.509949	0.759116	0.461025	0.8546	0.628011	0.838933	0.779273	0.727949	0.791408	0.845328	0.89744	0.599213	0.835689	0.524801	0.870132	0.897627	0.639375	0.939265	0.711455	0.706951	0.817467	0.760394	0.738587	0.876376	0.809281	0.603217	0.829754	0.887718	0.787092	0.839542	0.683913	0.898788	0.567092	0.852472	0.598055	0.756898	0.894847	0.654191	0.828229	0.803301	0.419241	0.404809	0.799501	0.823699	0.800379	0.840595	0.806646	0.715527	0.741431	0.773561	0.815076	0.784343	0.796916	0.803233	0.884985	0.796246	0.724462	0.581357	0.723264	0.394404	0.899184	0.727265	0.489726	0.646721	0.84168	0.888226	0.626582	0.699575	0.906778	0.933111	0.602806	0.716638	0.847481	0.855139	0.803492	0.798229	0.720149	0.644985	0.726438	0.738863	0.568742	0.682385	0.887655	0.714747	0.788185	0.908617	0.632378	0.721644	0.570216	0.641479	0.76257	0.908831	0.780272	0.650541	0.577413	0.893351	0.690538	0.609667	0.627773	0.866927	0.75227	0.911997	0.782153	0.555575	0.436093	0.734049	0.851542	0.879532	0.806581	0.692205	0.68114	0.730718	0.497895	0.866357	0.551836	0.662247	0.787651	0.915222	0.742081	0.8033	0.705746	0.842301	0.594241	0.884592	0.807579	0.687223	0.623214	0.913238	0.892852	0.845736	0.802694	0.88054	0.699504	0.886802	0.917653	0.742801	0.92394	0.749126	0.773009	0.765927	0.826842	0.775163	0.797703	0.793543	0.909043	0.882593	0.730246	0.849374	0.696747	0.637241	0.715109
A4GNT	0.097757	0.204328	0.108809	0.125649	0.116966	0.148279	0.121702	0.132491	0.118545	0.032236	0.086968	0.145122	0.082758	0.112756	0.122229	0.124334	0.113282	0.095915	0.143017	0.158542	0.133017	0.098546	0.099599	0.161699	0.032236	0.120913	0.102756	0.09302	0.177488	0.105388	0.146964	0.095125	0.095389	0.133807	0.09802	0.100651	0.139333	0.126176	0.116176	0.089863	0.105914	0.110124	0.141438	0.108019	0.12486	0.112493	0.113545	0.09802	0.103283	0.126702	0.115124	0.116966	0.121702	0.103809	0.109861	0.136701	0.110651	0.085916	0.032236	0.105125	0.097231	0.098283	0.12907	0.116966	0.118545	0.134859	0.139333	0.090915	0.130386	0.089863	0.082495	0.108809	0.089336	0.150648	0.032236	0.091442	0.172751	0.132754	0.105125	0.090389	0.143017	0.120913	0.115387	0.103809	0.078022	0.102493	0.032236	0.125649	0.119071	0.141175	0.106704	0.032236	0.032236	0.150911	0.11644	0.032236	0.103809	0.032236	0.118282	0.112229	0.157226	0.113019	0.119334	0.117492	0.099336	0.116703	0.162752	0.032236	0.119597	0.173766	0.14144	0.176043	0.19471	0.017143	0.183328	0.170579	0.199718	0.176498	0.017143	0.186059	0.017143	0.160107	0.017143	0.017143	0.174222	0.176953	0.017143	0.017143	0.017143	0.245249	0.017143	0.166026	0.193344	0.017143	0.017143	0.166482	0.017143	0.017143	0.212922	0.017143	0.182417	0.157375	0.158286	0.148725	0.170579	0.14918	0.148725	0.164205	0.146448	0.205182	0.017143	0.017143	0.200629	0.189247	0.017143	0.206093	0.017143	0.209735	0.290323	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.190612	0.017143	0.18697	0.181506	0.231134	0.185604	0.137342	0.147359	0.017143	0.017143	0.176953	0.198808	0.185604	0.189247	0.182872	0.138708	0.173311	0.017143	0.283949	0.017143	0.017143	0.145082	0.158286	0.146904	0.12596	0.264371	0.017143	0.017143	0.017143	0.017143	0.144627	0.135976	0.136432	0.183328	0.182417	0.19471	0.185604	0.157831	0.23933	0.017143	0.153733	0.017143	0.144627	0.195621	0.166026	0.017143	0.140074	0.154188	0.153733	0.177409	0.243883	0.191068	0.208825	0.017143	0.186059	0.017143	0.211101	0.166026	0.247525	0.143716	0.227492	0.196987	0.149635	0.017143	0.017143	0.017143	0.147359	0.1938	0.017143	0.147814	0.184238	0.173311	0.212012	0.189247	0.189702	0.017143	0.017143	0.191523	0.206093	0.181962	0.162839	0.188336	0.222939	0.181506	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.184694	0.017143	0.017143	0.151912	0.017143	0.017143	0.017143	0.211556	0.017143	0.017143	0.017143	0.017143	0.171035	0.017143	0.160563	0.178319	0.017143	0.249802	0.189702	0.017143	0.150091	0.017143	0.201084	0.017143	0.159197	0.157831	0.017143	0.017143	0.017143	0.017143	0.185604	0.182417	0.017143	0.188336	0.017143	0.147814	0.176043	0.154644	0.192889	0.017143	0.146448	0.017143	0.017143	0.017143	0.140074	0.017143	0.150546	0.173766	0.169669	0.157375	0.017143	0.142351	0.141895	0.017143	0.017143	0.017143	0.17923	0.166937	0.017143	0.017143	0.207459	0.216109	0.222028	0.017143	0.153733	0.017143	0.194255	0.017143	0.146904	0.157831	0.191068	0.017143	0.142351	0.136887	0.151001	0.190612	0.171035	0.15692	0.166937	0.017143	0.178775	0.198808	0.017143	0.257086	0.017143	0.191523	0.017143	0.017143	0.145993	0.192889	0.161928	0.017143	0.185604	0.017143	0.18697	0.017143	0.017143	0.017143	0.271656	0.125049	0.017143	0.193344	0.174222	0.204272	0.131423	0.161018	0.017143	0.180596	0.146904	0.170579	0.121407	0.152822	0.215199	0.017143	0.017143	0.155554	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.193344	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.177864	0.195621	0.017143	0.017143	0.017143	0.017143	0.017143	0.185604	0.017143	0.017143	0.017143	0.017143	0.144627	0.017143	0.017143	0.017143	0.017143	0.017143	0.176043	0.17923	0.017143	0.017143	0.017143	0.190612	0.017143	0.193344	0.017143	0.209735	0.017143	0.151912	0.017143	0.168758	0.169213	0.192889	0.017143	0.183328	0.017143	0.017143	0.167847	0.017143	0.017143	0.017143	0.187425	0.017143	0.191068	0.017143	0.12687	0.145082	0.200629	0.017143	0.017143	0.154644	0.017143	0.160563	0.017143	0.017143	0.017143	0.205182	0.142351	0.17923	0.017143	0.017143	0.150546	0.017143	0.017143	0.017143	0.017143	0.017143	0.017143	0.176953	0.188336	0.017143	0.017143	0.180141	0.14144	0.017143	0.017143	0.144172	0.017143	0.017143	0.017143	0.152822	0.170579	0.260274	0.017143	0.017143	0.017143	0.130057	0.017143	0.158741	0.196987	0.161928	0.185149	0.190612	0.173766	0.017143	0.204727	0.017143	0.017143	0.017143	0.017143	0.152367	0.169669	0.202906	0.168758	0.017143	0.203816	0.227037	0.206093	0.151001	0.017143	0.017143	0.159652	0.017143	0.16466	0.017143	0.017143	0.017143	0.19471	0.16375	0.017143	0.017143	0.017143	0.017143	0.164205	0.213378	0.14918	0.017143	0.017143	0.182872	0.194255	0.017143	0.017143	0.166482	0.017143	0.200629	0.171035	0.207914	0.017143	0.196987	0.017143	0.017143	0.017143	0.177864	0.170124	0.17923	0.14144	0.206548	0.247525	0.158741	0.183328	0.017143	0.224305	0.175132	0.196076	0.183783	0.204272	0.201995	0.184238	0.017143	0.017143	0.255265	0.198808	0.145538	0.20154	0.017143	0.017143	0.017143	0.178775	0.017143	0.017143	0.017143	0.187425	0.183783	0.017143	0.151001	0.170579	0.198808	0.017143	0.186515	0.171945	0.178319	0.017143	0.017143	0.17923	0.017143	0.167847	0.185604	0.204727	0.201995	0.017143	0.017143	0.017143	0.017143	0.017143	0.170124	0.150546	0.135066	0.130968	0.265737	0.208369	0.24024	0.146448	0.160107	0.162839	0.139619	0.017143	0.212012	0.189247	0.151001	0.189702	0.252533	0.242062	0.174222	0.150546	0.14144	0.161473	0.178775	0.147814	0.017143	0.017143	0.205637	0.137342	0.180596	0.017143	0.017143	0.017143	0.146448	0.171035	0.203816	0.259363	0.189702	0.175132	0.017143	0.017143	0.126415	0.16375
AAAS	0.682015	0.606273	0.709383	0.653373	0.683288	0.68838	0.760302	0.699836	0.778124	0.685197	0.698563	0.719567	0.680105	0.715112	0.739935	0.698563	0.63937	0.649554	0.633642	0.66483	0.66483	0.672467	0.641916	0.602454	0.792126	0.76794	0.66292	0.714475	0.71002	0.627914	0.692835	0.696017	0.699836	0.694108	0.703019	0.617093	0.650827	0.737389	0.696017	0.745027	0.687743	0.713202	0.748209	0.706838	0.813767	0.667376	0.685197	0.644462	0.685197	0.693471	0.771122	0.681378	0.633006	0.652737	0.642553	0.700473	0.672467	0.727205	0.740571	0.637461	0.718931	0.638097	0.667376	0.703019	0.631733	0.848773	0.765394	0.794036	0.672467	0.69729	0.757756	0.758393	0.661011	0.597363	0.726569	0.664193	0.718294	0.650827	0.643189	0.794036	0.672467	0.647008	0.679469	0.742481	0.769213	0.708747	0.851956	0.713202	0.648918	0.624731	0.769849	0.752664	0.771759	0.770486	0.724023	0.720204	0.794672	0.692835	0.729751	0.689653	0.765394	0.674377	0.663557	0.738025	0.773668	0.739298	0.704928	0.722113	0.670558	0.765974	0.66693	0.667176	0.755081	0.769525	0.630113	0.786324	0.680281	0.68108	0.67488	0.612355	0.7102	0.76829	0.714467	0.718575	0.721401	0.817844	0.689965	0.674803	0.568576	0.715966	0.626427	0.651272	0.557939	0.721872	0.668216	0.707476	0.693627	0.690197	0.620559	0.648044	0.695443	0.718984	0.741569	0.65637	0.800044	0.676252	0.785376	0.687507	0.750523	0.693402	0.648583	0.650215	0.7168	0.735155	0.757949	0.692669	0.664663	0.612515	0.754122	0.580165	0.721278	0.723885	0.716636	0.760793	0.706899	0.710051	0.695168	0.737577	0.726532	0.589523	0.663697	0.634094	0.684732	0.759732	0.755933	0.700683	0.736311	0.748653	0.691584	0.731417	0.649212	0.662154	0.740945	0.718864	0.63689	0.672348	0.72164	0.650821	0.60421	0.64889	0.661735	0.63734	0.729365	0.727095	0.663937	0.682597	0.642591	0.653688	0.625069	0.672892	0.684701	0.701067	0.746829	0.644351	0.682026	0.713881	0.796235	0.670699	0.623664	0.71513	0.719094	0.74393	0.660617	0.683153	0.615149	0.717631	0.761234	0.770426	0.671573	0.708422	0.545325	0.718881	0.645094	0.733597	0.678894	0.720288	0.708326	0.706989	0.7435	0.736044	0.688806	0.673741	0.762285	0.816371	0.766297	0.701602	0.716039	0.804325	0.720505	0.712714	0.649462	0.698892	0.700182	0.711597	0.70812	0.692547	0.698582	0.763165	0.724126	0.687535	0.719053	0.703051	0.646315	0.642797	0.695891	0.741985	0.643538	0.629993	0.580393	0.675286	0.746024	0.690721	0.741128	0.636212	0.65582	0.684065	0.650736	0.687516	0.7633	0.696169	0.774139	0.743323	0.680606	0.672688	0.764131	0.711741	0.752059	0.755137	0.676851	0.72918	0.82501	0.687864	0.667238	0.763318	0.773217	0.6926	0.632216	0.697277	0.672044	0.726775	0.687204	0.610994	0.765795	0.63545	0.698483	0.661766	0.76588	0.688977	0.702981	0.622051	0.662762	0.620653	0.805977	0.705574	0.707814	0.724917	0.748325	0.649793	0.697337	0.776205	0.68224	0.64505	0.676734	0.722026	0.655006	0.68784	0.62079	0.594208	0.669636	0.62449	0.635235	0.615171	0.684557	0.628302	0.737076	0.740954	0.681642	0.683841	0.665697	0.632381	0.702326	0.729865	0.741716	0.693871	0.75209	0.738986	0.717558	0.69798	0.683887	0.752422	0.718648	0.758178	0.562298	0.671061	0.763619	0.719628	0.686287	0.681321	0.731804	0.78602	0.674199	0.809352	0.772674	0.714624	0.667099	0.692645	0.629689	0.74221	0.681494	0.619569	0.705102	0.703578	0.764131	0.683977	0.672583	0.812378	0.723793	0.678902	0.638865	0.636658	0.776297	0.641969	0.727201	0.738205	0.584896	0.693146	0.706617	0.740771	0.657045	0.787338	0.67654	0.754473	0.719187	0.73512	0.671423	0.743481	0.708986	0.716811	0.683977	0.706859	0.765579	0.684621	0.613481	0.664872	0.71405	0.705932	0.759527	0.715962	0.684756	0.700654	0.642673	0.726087	0.702608	0.647795	0.721147	0.664853	0.71939	0.639589	0.697819	0.67065	0.692652	0.627708	0.785983	0.740118	0.705867	0.709913	0.772932	0.666474	0.733005	0.673079	0.679011	0.709333	0.634394	0.783567	0.756744	0.704257	0.74418	0.681351	0.673929	0.652369	0.704389	0.715356	0.748128	0.627859	0.68934	0.599838	0.674446	0.776685	0.701498	0.700068	0.714921	0.705261	0.759245	0.635689	0.669492	0.763539	0.740954	0.725809	0.68108	0.760288	0.662732	0.694462	0.762617	0.727874	0.684053	0.719105	0.627001	0.715156	0.739022	0.689909	0.698195	0.678184	0.757371	0.707805	0.598995	0.739022	0.586875	0.839351	0.737343	0.752542	0.668526	0.788465	0.634094	0.599963	0.680701	0.767772	0.704257	0.672975	0.679149	0.71669	0.709729	0.7897	0.788021	0.712705	0.807442	0.799193	0.647571	0.724025	0.716738	0.633567	0.741146	0.670457	0.644383	0.85575	0.721866	0.743958	0.759028	0.681101	0.718591	0.646352	0.745978	0.627211	0.600378	0.707154	0.785376	0.688028	0.639927	0.744817	0.743394	0.713592	0.662539	0.745347	0.75973	0.702714	0.851548	0.657903	0.701261	0.682046	0.644222	0.71023	0.695842	0.68794	0.59666	0.675838	0.723088	0.693537	0.637865	0.614286	0.682863	0.683132	0.657488	0.773965	0.783527	0.67432	0.749534	0.626759	0.759742	0.763993	0.729808	0.668767	0.620724	0.686057	0.770449	0.689192	0.745621	0.665353	0.786707	0.700273	0.630316	0.792493	0.730873	0.701243	0.592414	0.832696	0.605755	0.626035	0.731614	0.758316	0.751969	0.592178	0.686391	0.713914	0.71083	0.756701	0.671541	0.663474	0.781116	0.699159	0.733984	0.637044	0.643974	0.645855	0.748921	0.61109	0.667574	0.744966	0.673837	0.825769	0.813493	0.728733	0.696145	0.773157	0.738777	0.750168	0.670532	0.763538	0.728869	0.718733	0.780995	0.694228	0.652522	0.738862	0.698209	0.699189	0.759034	0.749982	0.710462	0.698866	0.699832	0.774379	0.848867	0.702861	0.754469	0.722219	0.66185	0.781573	0.603824	0.663214	0.702326	0.713573	0.731497	0.686681	0.760871	0.742885	0.726163	0.677006	0.717656	0.775205	0.768959	0.759113	0.723741	0.769884	0.740453	0.689047
AACS	0.703895	0.823215	0.654023	0.784529	0.85118	0.755632	0.855841	0.782199	0.698302	0.71881	0.81063	0.892196	0.784995	0.773809	0.754233	0.926687	0.766818	0.890332	0.859104	0.892196	0.75936	0.848384	0.760292	0.816223	0.862367	0.873553	0.786394	0.824147	0.790122	0.714615	0.926687	0.805503	0.842325	0.880544	0.862833	0.754233	0.827876	0.743513	0.925755	0.805969	0.82974	0.691777	0.814359	0.816223	0.841859	0.74631	0.825079	0.728598	0.863765	0.745844	0.71648	0.834867	0.686184	0.792453	0.828342	0.802241	0.667074	0.836265	0.663345	0.841859	0.715082	0.787326	0.783131	0.708556	0.794783	0.888468	0.793385	0.735123	0.882875	0.866095	0.876815	0.825079	0.717412	0.849782	0.831604	0.877281	0.827876	0.798512	0.705294	0.814359	0.769614	0.879612	0.619533	0.674998	0.841859	0.720675	0.853511	0.835333	0.898722	0.82135	0.784995	0.798046	0.689446	0.908044	0.811096	0.815291	0.77847	0.872621	0.798046	0.829274	0.850248	0.768216	0.810164	0.650295	0.737454	0.731861	0.856773	0.821817	0.70809	0.814551	0.65998	0.870067	0.821134	0.744458	0.834098	0.928875	0.912771	0.883477	0.837435	0.793847	0.798536	0.923059	0.762525	0.831397	0.851059	0.830526	0.802001	0.687984	0.722082	0.873639	0.853122	0.713966	0.833888	0.703466	0.852522	0.796966	0.859955	0.782495	0.729992	0.778301	0.752734	0.849692	0.723983	0.678704	0.937578	0.72614	0.906422	0.8437	0.93807	0.690126	0.675909	0.834516	0.837613	0.731185	0.823536	0.792052	0.81695	0.707189	0.76046	0.782347	0.817556	0.762454	0.735775	0.787213	0.761582	0.800559	0.883775	0.789912	0.878325	0.844046	0.929877	0.653562	0.954466	0.896627	0.850951	0.734463	0.884957	0.836706	0.814485	0.841243	0.7986	0.77819	0.825161	0.888652	0.779922	0.819026	0.903813	0.72758	0.722757	0.76257	0.865725	0.78351	0.872583	0.765016	0.687465	0.856039	0.789563	0.810043	0.855194	0.759421	0.844295	0.81692	0.826893	0.774521	0.809555	0.720529	0.770484	0.700982	0.828058	0.818143	0.735914	0.54484	0.74465	0.799	0.709388	0.826768	0.796118	0.783595	0.793556	0.808119	0.866399	0.622054	0.853427	0.747636	0.721429	0.72951	0.898626	0.742736	0.752242	0.880438	0.814663	0.758813	0.769527	0.943241	0.776714	0.801973	0.840818	0.861757	0.864433	0.836193	0.772386	0.800603	0.742223	0.794128	0.720587	0.817103	0.79377	0.759732	0.762384	0.852108	0.717939	0.771085	0.833739	0.852726	0.771718	0.836687	0.814607	0.784013	0.820944	0.846838	0.843106	0.837652	0.763214	0.773549	0.811001	0.668021	0.796162	0.8556	0.810535	0.734911	0.775931	0.852082	0.776603	0.76078	0.754984	0.921644	0.866105	0.77892	0.87638	0.836208	0.922724	0.815048	0.870345	0.731732	0.862495	0.708083	0.807792	0.713579	0.825733	0.864561	0.62625	0.881611	0.737628	0.781458	0.874705	0.843931	0.801244	0.856143	0.859576	0.872741	0.826922	0.8358	0.565137	0.846778	0.844688	0.763521	0.832408	0.793534	0.774777	0.847062	0.834274	0.655537	0.749073	0.869934	0.8081	0.782794	0.883458	0.761239	0.840751	0.733058	0.831706	0.836287	0.764717	0.7788	0.681521	0.816036	0.84831	0.839496	0.819683	0.647417	0.727222	0.794461	0.719535	0.876706	0.87409	0.850438	0.782344	0.758787	0.714318	0.888317	0.809814	0.740087	0.839692	0.642428	0.778674	0.793338	0.784785	0.646458	0.859656	0.821742	0.773173	0.760246	0.811886	0.818043	0.718579	0.750904	0.831607	0.820929	0.830526	0.805537	0.826625	0.690178	0.747512	0.844111	0.748548	0.788488	0.743115	0.836953	0.836792	0.7761	0.734663	0.827597	0.853105	0.774629	0.723074	0.795793	0.805258	0.827534	0.74391	0.811483	0.916413	0.80137	0.80635	0.842665	0.725694	0.800152	0.702588	0.828215	0.89926	0.857477	0.821744	0.863629	0.743296	0.846334	0.831662	0.830659	0.767791	0.916126	0.829227	0.801706	0.75836	0.670966	0.897628	0.716728	0.746977	0.815383	0.751016	0.711345	0.814893	0.679206	0.773222	0.887235	0.835321	0.890636	0.83058	0.812495	0.810751	0.886183	0.816414	0.833104	0.70166	0.831841	0.820441	0.801726	0.808612	0.869934	0.783807	0.787578	0.844417	0.719805	0.826139	0.814508	0.831902	0.817484	0.885897	0.852444	0.871051	0.84323	0.927634	0.769347	0.71401	0.897169	0.775276	0.814611	0.819638	0.795643	0.888841	0.836058	0.830223	0.76276	0.816441	0.808376	0.790879	0.683511	0.777861	0.845798	0.82686	0.902777	0.846785	0.851325	0.758206	0.784539	0.827158	0.819853	0.794285	0.851498	0.798663	0.712012	0.819051	0.809939	0.811531	0.81907	0.795949	0.836474	0.689843	0.593116	0.753782	0.786643	0.710141	0.857483	0.823202	0.792147	0.704362	0.798908	0.628567	0.840595	0.882164	0.867115	0.769876	0.733038	0.744579	0.805629	0.790188	0.871059	0.806191	0.79237	0.827062	0.81693	0.820954	0.830147	0.821956	0.857847	0.69762	0.868628	0.853461	0.86865	0.799965	0.746052	0.827708	0.919736	0.829936	0.731064	0.83007	0.833819	0.763211	0.939913	0.660975	0.844674	0.806085	0.776503	0.827114	0.852127	0.802954	0.693213	0.803616	0.809348	0.812976	0.767446	0.821154	0.703235	0.857597	0.723415	0.750353	0.844433	0.786308	0.814874	0.798863	0.73385	0.862768	0.778974	0.799803	0.722843	0.827034	0.833058	0.721492	0.736937	0.770701	0.713528	0.798774	0.882414	0.769505	0.853023	0.785817	0.806821	0.797633	0.60527	0.807012	0.72739	0.822318	0.773593	0.760232	0.816493	0.728487	0.737685	0.893663	0.88017	0.802505	0.904018	0.612448	0.732379	0.803127	0.788611	0.732034	0.846826	0.770718	0.852605	0.790616	0.709844	0.765904	0.851921	0.802606	0.822359	0.788218	0.885775	0.738643	0.529106	0.876162	0.807716	0.867265	0.842744	0.87239	0.45993	0.822014	0.822685	0.816572	0.779222	0.879047	0.81237	0.69709	0.880543	0.711791	0.815922	0.753384	0.812055	0.851357	0.76945	0.837071	0.862524	0.868403	0.828121	0.787832	0.867459	0.727543	0.761728	0.922217	0.794969	0.821103	0.857972	0.723526	0.824701	0.68202	0.919419	0.639781	0.786695
AADAC	0.286673	0.652364	0.20149	0.214467	0.279685	0.293661	0.230106	0.348232	0.246411	0.237759	0.248074	0.410123	0.197164	0.350894	0.164887	0.554869	0.200491	0.234764	0.309966	0.10466	0.232102	0.343573	0.238092	0.435412	0.277023	0.23543	0.211139	0.238425	0.316953	0.289002	0.233766	0.302978	0.296323	0.237426	0.440736	0.255395	0.240088	0.223451	0.203819	0.308302	0.178197	0.219125	0.251069	0.215465	0.3662	0.31895	0.579159	0.250071	0.239756	0.215465	0.183521	0.253398	0.192173	0.290999	0.180526	0.195167	0.193836	0.23177	0.327934	0.334922	0.220456	0.228442	0.249073	0.241419	0.213801	0.261052	0.308967	0.178863	0.277689	0.312628	0.20149	0.314291	0.308967	0.10466	0.280351	0.240754	0.218792	0.329265	0.206481	0.213136	0.214134	0.337584	0.230106	0.262715	0.354887	0.274895	0.183188	0.344571	0.335587	0.272365	0.263048	0.232435	0.192838	0.354221	0.311962	0.253066	0.259388	0.10466	0.240421	0.28634	0.528249	0.214134	0.266376	0.233766	0.290999	0.259721	0.338249	0.203819	0.237426	0.218632	0.431124	0.305429	0.346457	0.005498	0.233098	0.181985	0.472272	0.271675	0.230687	0.162214	0.297232	0.231652	0.216221	0.657599	0.291445	0.248047	0.27071	0.005498	0.419712	0.34497	0.413443	0.304465	0.261066	0.005498	0.430802	0.281319	0.200309	0.201273	0.170412	0.540613	0.206577	0.343041	0.274568	0.355096	0.453103	0.275532	0.232134	0.441933	0.412961	0.171858	0.249976	0.230205	0.350274	0.258173	0.320378	0.239849	0.188736	0.261549	0.457324	0.159803	0.205131	0.286623	0.183431	0.300125	0.281319	0.222972	0.300607	0.33045	0.257691	0.29675	0.183914	0.258655	0.280837	0.297714	0.306394	0.153052	0.258655	0.178127	0.187771	0.14823	0.341544	0.170894	0.23792	0.222008	0.233098	0.277461	0.268782	0.208988	0.329058	0.385045	0.155946	0.005498	0.251904	0.324717	0.302536	0.239367	0.22683	0.005498	0.253833	0.217668	0.259138	0.235509	0.600666	0.15257	0.005498	0.170894	0.15257	0.327611	0.315073	0.383923	0.145337	0.460562	0.381314	0.225865	0.596681	0.519958	0.421028	0.208506	0.262513	0.184396	0.005498	0.005498	0.390297	0.327611	0.15257	0.28373	0.297232	0.471951	0.279872	0.25094	0.20947	0.521791	0.208024	0.163661	0.26396	0.297714	0.198862	0.322789	0.221526	0.348828	0.269746	0.247082	0.190182	0.169447	0.221526	0.205131	0.425498	0.005498	0.201755	0.229723	0.190664	0.223937	0.241778	0.264442	0.209953	0.454706	0.22249	0.337255	0.302054	0.26396	0.322789	0.263477	0.211399	0.005498	0.282766	0.397048	0.247082	0.33629	0.298196	0.005498	0.28373	0.30784	0.343041	0.165108	0.35799	0.23792	0.352685	0.229723	0.260102	0.305071	0.389092	0.245636	0.005498	0.800738	0.355579	0.183914	0.005498	0.164143	0.308322	0.156428	0.247565	0.15257	0.287105	0.196451	0.289034	0.193075	0.005498	0.373902	0.262995	0.178609	0.221043	0.228759	0.565556	0.3252	0.266371	0.237438	0.577999	0.168965	0.323753	0.005498	0.235509	0.220561	0.29241	0.239849	0.234063	0.279872	0.31218	0.267335	0.461342	0.150159	0.403799	0.324235	0.180056	0.28373	0.154499	0.412479	0.381618	0.281319	0.174752	0.520686	0.306394	0.394155	0.211399	0.328093	0.21381	0.281319	0.301089	0.005498	0.005498	0.326164	0.166072	0.273121	0.187771	0.141962	0.244189	0.252387	0.247082	0.313144	0.005498	0.256244	0.238885	0.342559	0.19838	0.324235	0.208988	0.506026	0.005498	0.215257	0.203684	0.249011	0.346047	0.248529	0.204648	0.203202	0.45427	0.447024	0.200791	0.412703	0.331468	0.306394	0.239367	0.392226	0.16993	0.200309	0.268299	0.227312	0.683547	0.328575	0.172341	0.208506	0.21815	0.264924	0.368116	0.338219	0.398013	0.158357	0.319413	0.228276	0.433696	0.194522	0.318931	0.348345	0.225383	0.179574	0.221043	0.28807	0.236956	0.34059	0.214292	0.274568	0.376796	0.301089	0.449126	0.602467	0.236956	0.908738	0.331468	0.580959	0.245636	0.381135	0.155946	0.300607	0.333397	0.264924	0.178609	0.192111	0.379689	0.378223	0.749447	0.191147	0.359918	0.228759	0.005498	0.190182	0.290963	0.364258	0.361365	0.199826	0.348828	0.242743	0.873445	0.177163	0.277461	0.36458	0.198862	0.286141	0.005498	0.005498	0.266853	0.375831	0.272157	0.332433	0.654546	0.249493	0.324717	0.445269	0.484076	0.381618	0.005498	0.289516	0.210435	0.309477	0.285177	0.305911	0.005498	0.190182	0.201273	0.005498	0.250458	0.43466	0.193558	0.298678	0.469354	0.190664	0.199826	0.235509	0.285177	0.247565	0.319413	0.168001	0.210435	0.19838	0.271204	0.25094	0.158839	0.277461	0.265888	0.263477	0.241778	0.398013	0.215257	0.005498	0.293374	0.381618	0.172823	0.254315	0.005498	0.309769	0.148713	0.005498	0.466648	0.180056	0.005498	0.370045	0.386658	0.3035	0.128942	0.157874	0.289999	0.210917	0.428667	0.416154	0.338701	0.005498	0.3035	0.252869	0.327128	0.223937	0.221043	0.287105	0.240332	0.199344	0.321342	0.300607	0.375831	0.616934	0.18102	0.005498	0.285659	0.005498	0.300125	0.23792	0.613085	0.214292	0.223454	0.193075	0.22249	0.186807	0.290481	0.3035	0.235509	0.521595	0.005498	0.307358	0.005498	0.005498	0.226348	0.005498	0.292892	0.171376	0.272157	0.23792	0.317967	0.347602	0.159803	0.330504	0.340148	0.231652	0.443919	0.275532	0.25962	0.226348	0.269746	0.332915	0.211881	0.17668	0.168001	0.283248	0.792577	0.252869	0.160285	0.2142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License

license: cc-by-nc-sa-4.0

Head and Neck Cancer Expression Data

This dataset contains gene expression data for head and neck cancer samples from the TCGA and CPTAC datasets. The data has been quantile normalized and batch effect corrected using ComBat.

Files

combat_corrected_expression_data.csv: Batch effect corrected expression data.
normalized_expression_data.csv: Quantile normalized expression data.

Usage

from datasets import load_dataset

dataset = load_dataset("VatsalPatel18/head-and-neck-expression-data")
combat_corrected = dataset["combat_corrected_expression_data.csv"]
normalized_data = dataset["normalized_expression_data.csv"]

"""

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Size of downloaded dataset files:

415 MB

Size of the auto-converted Parquet files:

185 MB

Number of rows:

36,194