GO:0006955

GO:0006955

immune response (annotated genes)

Biological Process

Parent node

GO:0006955	immune response

This leaf node contains 376 genes

The following 4 of these are used in classification:

	Symbol	Genename	T-ALL score	other score
32794_g_at	TRB@	T cell receptor beta locus	0.5881	-0.0902
37039_at	HLA-DRA	major histocompatibility complex, class II, DR alpha	-0.4702	0.0722
32649_at	TCF7	transcription factor 7 (T-cell specific, HMG-box)	0.4295	-0.0659
35016_at	CD74	CD74 antigen (invariant polypeptide of major histocompatibility complex, class II antigen-associated)	-0.2677	0.0411

Performance on training data

• Error rate: 0.00459
• Performance: 0.09863
• Redundancy: 3.19789

	Sensitivity	Specificity
T-ALL	0.96552	1
other	1	0.96552

Performance on test data

• Error rate: 0.00917
• Performance: 0.1279
• Redundancy: 3.11799

	Sensitivity	Specificity
T-ALL	0.92857	1
other	1	0.92857

Predictions

	Class	T-ALL	other	Predictionn
BCR-ABL-1	other	0.02304	0.97696	other
BCR-ABL-2	other	0.04352	0.95648	other
BCR-ABL-3 (testset)	other	0.00823	0.99177	other
BCR-ABL-4	other	0.02432	0.97568	other
BCR-ABL-5	other	0.02447	0.97553	other
BCR-ABL-6 (testset)	other	0.06432	0.93568	other
BCR-ABL-7 (testset)	other	0.13147	0.86853	other
BCR-ABL-8 (testset)	other	0.01035	0.98965	other
BCR-ABL-9 (testset)	other	0.01544	0.98456	other
BCR-ABL-C1 (testset)	other	0.06703	0.93297	other
BCR-ABL-Hyperdip-10 (testset)	other	0.0144	0.9856	other
BCR-ABL-Hyperdip-R5	other	0.02656	0.97344	other
BCR-ABL-R1	other	0.05779	0.94221	other
BCR-ABL-R2	other	0.03214	0.96786	other
BCR-ABL-R3 (testset)	other	0.08044	0.91956	other
E2A-PBX1-10	other	0.03777	0.96223	other
E2A-PBX1-11	other	0.04171	0.95829	other
E2A-PBX1-12 (testset)	other	0.02953	0.97047	other
E2A-PBX1-13	other	0.02032	0.97968	other
E2A-PBX1-1	other	0.02277	0.97723	other
E2A-PBX1-2	other	0.02759	0.97241	other
E2A-PBX1-3	other	0.0378	0.9622	other
E2A-PBX1-4 (testset)	other	0.0552	0.9448	other
E2A-PBX1-5	other	0.0485	0.9515	other
E2A-PBX1-6	other	0.01826	0.98174	other
E2A-PBX1-7	other	0.03901	0.96099	other
E2A-PBX1-8	other	0.03184	0.96816	other
E2A-PBX1-9	other	0.02732	0.97268	other
E2A-PBX1-2M1	other	0.03375	0.96625	other
E2A-PBX1-C10	other	0.0295	0.9705	other
E2A-PBX1-C11	other	0.04586	0.95414	other
E2A-PBX1-C12	other	0.0351	0.9649	other
E2A-PBX1-C1	other	0.11351	0.88649	other
E2A-PBX1-C2	other	0.03186	0.96814	other
E2A-PBX1-C3 (testset)	other	0.03253	0.96747	other
E2A-PBX1-C4	other	0.01289	0.98711	other
E2A-PBX1-C5 (testset)	other	0.03505	0.96495	other
E2A-PBX1-C6	other	0.0298	0.9702	other
E2A-PBX1-C7	other	0.02322	0.97678	other
E2A-PBX1-C8	other	0.1694	0.8306	other
E2A-PBX1-C9	other	0.0542	0.9458	other
E2A-PBX1-R1	other	0.03191	0.96809	other
Hyperdip-50-10	other	0.03944	0.96056	other
Hyperdip-50-11 (testset)	other	0.2957	0.7043	other
Hyperdip-50-12	other	0.05431	0.94569	other
Hyperdip-50-13 (testset)	other	0.06951	0.93049	other
Hyperdip-50-14	other	0.01126	0.98874	other
Hyperdip-50-1	other	0.03287	0.96713	other
Hyperdip-50-2	other	0.02892	0.97108	other
Hyperdip-50-3 (testset)	other	0.01495	0.98505	other
Hyperdip-50-4 (testset)	other	0.21147	0.78853	other
Hyperdip-50-5 (testset)	other	0.01825	0.98175	other
Hyperdip-50-6	other	0.02292	0.97708	other
Hyperdip-50-7	other	0.13272	0.86728	other
Hyperdip-50-8 (testset)	other	0.01859	0.98141	other
Hyperdip-50-9	other	0.05106	0.94894	other
Hyperdip-50-2M1	other	0.05355	0.94645	other
Hyperdip-50-2M2 (testset)	other	0.02851	0.97149	other
Hyperdip-50-C10	other	0.04149	0.95851	other
Hyperdip-50-C11 (testset)	other	0.01715	0.98285	other
Hyperdip-50-C12	other	0.02236	0.97764	other
Hyperdip-50-C13	other	0.02761	0.97239	other
Hyperdip-50-C14	other	0.01679	0.98321	other
Hyperdip-50-C15	other	0.01719	0.98281	other
Hyperdip-50-C16	other	0.04623	0.95377	other
Hyperdip-50-C17	other	0.02044	0.97956	other
Hyperdip-50-C18	other	0.0133	0.9867	other
Hyperdip-50-C19 (testset)	other	0.04167	0.95833	other
Hyperdip-50-C1	other	0.02489	0.97511	other
Hyperdip-50-C20	other	0.08981	0.91019	other
Hyperdip-50-C21	other	0.02794	0.97206	other
Hyperdip-50-C22 (testset)	other	0.01464	0.98536	other
Hyperdip-50-C23	other	0.01571	0.98429	other
Hyperdip-50-C24	other	0.01779	0.98221	other
Hyperdip-50-C25	other	0.02313	0.97687	other
Hyperdip-50-C26	other	0.02053	0.97947	other
Hyperdip-50-C27-N	other	0.04402	0.95598	other
Hyperdip-50-C28	other	0.01312	0.98688	other
Hyperdip-50-C29 (testset)	other	0.04195	0.95805	other
Hyperdip-50-C2 (testset)	other	0.04411	0.95589	other
Hyperdip-50-C30	other	0.00862	0.99138	other
Hyperdip-50-C31	other	0.01104	0.98896	other
Hyperdip-50-C32	other	0.01683	0.98317	other
Hyperdip-50-C33	other	0.03831	0.96169	other
Hyperdip-50-C34	other	0.03422	0.96578	other
Hyperdip-50-C35 (testset)	other	0.04849	0.95151	other
Hyperdip-50-C36	other	0.02702	0.97298	other
Hyperdip-50-C37	other	0.02975	0.97025	other
Hyperdip-50-C38	other	0.03357	0.96643	other
Hyperdip-50-C39 (testset)	other	0.02726	0.97274	other
Hyperdip-50-C3	other	0.03939	0.96061	other
Hyperdip-50-C40	other	0.02314	0.97686	other
Hyperdip-50-C41 (testset)	other	0.02036	0.97964	other
Hyperdip-50-C42 (testset)	other	0.0329	0.9671	other
Hyperdip-50-C43	other	0.06646	0.93354	other
Hyperdip-50-C4	other	0.01366	0.98634	other
Hyperdip-50-C5 (testset)	other	0.13891	0.86109	other
Hyperdip-50-C6	other	0.03029	0.96971	other
Hyperdip-50-C7 (testset)	other	0.03597	0.96403	other
Hyperdip-50-C8 (testset)	other	0.03259	0.96741	other
Hyperdip-50-C9	other	0.01025	0.98975	other
Hyperdip-50-R1	other	0.09673	0.90327	other
Hyperdip-50-R2 (testset)	other	0.03406	0.96594	other
Hyperdip-50-R3	other	0.15713	0.84287	other
Hyperdip-50-R4	other	0.01575	0.98425	other
Hyperdip-50-R5 (testset)	other	0.02844	0.97156	other
Hyperdip47-50-1	other	0.03062	0.96938	other
Hyperdip47-50-2	other	0.03265	0.96735	other
Hyperdip47-50-3 (testset)	other	0.04707	0.95293	other
Hyperdip47-50-2M1 (testset)	other	0.01459	0.98541	other
Hyperdip47-50-C10 (testset)	other	0.05333	0.94667	other
Hyperdip47-50-C11	other	0.03515	0.96485	other
Hyperdip47-50-C12	other	0.10712	0.89288	other
Hyperdip47-50-C13	other	0.04149	0.95851	other
Hyperdip47-50-C14-N (testset)	other	0.02533	0.97467	other
Hyperdip47-50-C15 (testset)	other	0.02387	0.97613	other
Hyperdip47-50-C16	other	0.01604	0.98396	other
Hyperdip47-50-C17	other	0.01737	0.98263	other
Hyperdip47-50-C18	other	0.02071	0.97929	other
Hyperdip47-50-C19	other	0.32696	0.67304	other
Hyperdip47-50-C1 (testset)	other	0.02061	0.97939	other
Hyperdip47-50-C2 (testset)	other	0.07845	0.92155	other
Hyperdip47-50-C3-N (testset)	other	0.02053	0.97947	other
Hyperdip47-50-C4	other	0.03313	0.96687	other
Hyperdip47-50-C5 (testset)	other	0.01984	0.98016	other
Hyperdip47-50-C6 (testset)	other	0.02047	0.97953	other
Hyperdip47-50-C7	other	0.07173	0.92827	other
Hyperdip47-50-C8	other	0.02852	0.97148	other
Hyperdip47-50-C9	other	0.00994	0.99006	other
Hypodip-1 (testset)	other	0.03202	0.96798	other
Hypodip-2	other	0.10668	0.89332	other
Hypodip-2M1 (testset)	other	0.16047	0.83953	other
Hypodip-C1	other	0.04826	0.95174	other
Hypodip-C2 (testset)	other	0.03734	0.96266	other
Hypodip-C3	other	0.04327	0.95673	other
Hypodip-C4	other	0.12891	0.87109	other
Hypodip-C5	other	0.03973	0.96027	other
Hypodip-C6 (testset)	other	0.02904	0.97096	other
MLL-1 (testset)	other	0.12585	0.87415	other
MLL-2	other	0.06601	0.93399	other
MLL-3 (testset)	other	0.02772	0.97228	other
MLL-4	other	0.02282	0.97718	other
MLL-5 (testset)	other	0.03989	0.96011	other
MLL-6 (testset)	other	0.03079	0.96921	other
MLL-7	other	0.01902	0.98098	other
MLL-8 (testset)	other	0.04493	0.95507	other
MLL-2M1	other	0.13626	0.86374	other
MLL-2M2 (testset)	other	0.06482	0.93518	other
MLL-C1	other	0.02376	0.97624	other
MLL-C2	other	0.04279	0.95721	other
MLL-C3 (testset)	other	0.07339	0.92661	other
MLL-C4	other	0.01971	0.98029	other
MLL-C5	other	0.06717	0.93283	other
MLL-C6	other	0.05187	0.94813	other
MLL-R1 (testset)	other	0.14185	0.85815	other
MLL-R2	other	0.05247	0.94753	other
MLL-R3	other	0.04367	0.95633	other
MLL-R4	other	0.03226	0.96774	other
Normal-1	other	0.03992	0.96008	other
Normal-2	other	0.03069	0.96931	other
Normal-3	other	0.01878	0.98122	other
Normal-C1-N	other	0.05026	0.94974	other
Normal-C10	other	0.04629	0.95371	other
Normal-C11-N (testset)	other	0.04003	0.95997	other
Normal-C12 (testset)	other	0.14793	0.85207	other
Normal-C2-N	other	0.02617	0.97383	other
Normal-C3-N	other	0.02704	0.97296	other
Normal-C4-N	other	0.01943	0.98057	other
Normal-C5	other	0.05629	0.94371	other
Normal-C6 (testset)	other	0.01958	0.98042	other
Normal-C7-N (testset)	other	0.05301	0.94699	other
Normal-C8	other	0.03109	0.96891	other
Normal-C9 (testset)	other	0.11145	0.88855	other
Normal-R1 (testset)	other	0.01988	0.98012	other
Normal-R2-N	other	0.03881	0.96119	other
Normal-R3	other	0.06875	0.93125	other
Pseudodip-1	other	0.02962	0.97038	other
Pseudodip-2	other	0.08523	0.91477	other
Pseudodip-3	other	0.21778	0.78222	other
Pseudodip-4 (testset)	other	0.09292	0.90708	other
Pseudodip-5 (testset)	other	0.08341	0.91659	other
Pseudodip-6 (testset)	other	0.01085	0.98915	other
Pseudodip-7	other	0.0804	0.9196	other
Pseudodip-8-N	other	0.03286	0.96714	other
Pseudodip-9	other	0.07913	0.92087	other
Pseudodip-C10 (testset)	other	0.06082	0.93918	other
Pseudodip-C11 (testset)	other	0.17051	0.82949	other
Pseudodip-C12 (testset)	other	0.12866	0.87134	other
Pseudodip-C13	other	0.03437	0.96563	other
Pseudodip-C14 (testset)	other	0.08151	0.91849	other
Pseudodip-C15	other	0.08508	0.91492	other
Pseudodip-C16-N (testset)	other	0.08745	0.91255	other
Pseudodip-C17	other	0.00992	0.99008	other
Pseudodip-C18	other	0.0924	0.9076	other
Pseudodip-C19	other	0.04168	0.95832	other
Pseudodip-C1	other	0.05087	0.94913	other
Pseudodip-C2-N	other	0.05316	0.94684	other
Pseudodip-C3	other	0.08291	0.91709	other
Pseudodip-C4	other	0.19964	0.80036	other
Pseudodip-C5 (testset)	other	0.07942	0.92058	other
Pseudodip-C6	other	0.07599	0.92401	other
Pseudodip-C7	other	0.02183	0.97817	other
Pseudodip-C8	other	0.0384	0.9616	other
Pseudodip-C9	other	0.10286	0.89714	other
Pseudodip-R1-N (testset)	other	0.01544	0.98456	other
T-ALL-10 (testset)	T-ALL	0.99658	0.00342	T-ALL
T-ALL-1 (testset)	T-ALL	0.99713	0.00287	T-ALL
T-ALL-2 (testset)	T-ALL	0.92265	0.07735	T-ALL
T-ALL-3	T-ALL	0.99548	0.00452	T-ALL
T-ALL-4 (testset)	T-ALL	0.99894	0.00106	T-ALL
T-ALL-5 (testset)	T-ALL	0.97996	0.02004	T-ALL
T-ALL-6	T-ALL	0.9915	0.0085	T-ALL
T-ALL-7 (testset)	T-ALL	0.99921	0.00079	T-ALL
T-ALL-8 (testset)	T-ALL	0.99783	0.00217	T-ALL
T-ALL-9	T-ALL	0.89685	0.10315	T-ALL
T-ALL-2M1	T-ALL	0.9975	0.0025	T-ALL
T-ALL-C10	T-ALL	0.9951	0.0049	T-ALL
T-ALL-C11	T-ALL	0.99897	0.00103	T-ALL
T-ALL-C12	T-ALL	0.994	0.006	T-ALL
T-ALL-C13	T-ALL	0.9959	0.0041	T-ALL
T-ALL-C14	T-ALL	0.98743	0.01257	T-ALL
T-ALL-C15 (testset)	T-ALL	0.999	0.001	T-ALL
T-ALL-C16 (testset)	T-ALL	0.99153	0.00847	T-ALL
T-ALL-C17	T-ALL	0.70245	0.29755	T-ALL
T-ALL-C18	T-ALL	0.42327	0.57673	other
T-ALL-C19	T-ALL	0.99243	0.00757	T-ALL
T-ALL-C1	T-ALL	0.92547	0.07453	T-ALL
T-ALL-C20	T-ALL	0.99694	0.00306	T-ALL
T-ALL-C21	T-ALL	0.99024	0.00976	T-ALL
T-ALL-C22 (testset)	T-ALL	0.99513	0.00487	T-ALL
T-ALL-C23	T-ALL	0.89645	0.10355	T-ALL
T-ALL-C24 (testset)	T-ALL	0.99508	0.00492	T-ALL
T-ALL-C25 (testset)	T-ALL	0.99026	0.00974	T-ALL
T-ALL-C26	T-ALL	0.99576	0.00424	T-ALL
T-ALL-C2	T-ALL	0.98703	0.01297	T-ALL
T-ALL-C3	T-ALL	0.99868	0.00132	T-ALL
T-ALL-C4	T-ALL	0.99485	0.00515	T-ALL
T-ALL-C5 (testset)	T-ALL	0.26072	0.73928	other
T-ALL-C6	T-ALL	0.98262	0.01738	T-ALL
T-ALL-C7 (testset)	T-ALL	0.94859	0.05141	T-ALL
T-ALL-C8	T-ALL	0.97317	0.02683	T-ALL
T-ALL-C9	T-ALL	0.99698	0.00302	T-ALL
T-ALL-R1	T-ALL	0.98287	0.01713	T-ALL
T-ALL-R2	T-ALL	0.99059	0.00941	T-ALL
T-ALL-R3	T-ALL	0.99882	0.00118	T-ALL
T-ALL-R4	T-ALL	0.99589	0.00411	T-ALL
T-ALL-R5	T-ALL	0.86144	0.13856	T-ALL
T-ALL-R6	T-ALL	0.96924	0.03076	T-ALL
TEL-AML1-10	other	0.05168	0.94832	other
TEL-AML1-11 (testset)	other	0.03464	0.96536	other
TEL-AML1-12	other	0.10747	0.89253	other
TEL-AML1-13 (testset)	other	0.04563	0.95437	other
TEL-AML1-14	other	0.00915	0.99085	other
TEL-AML1-1	other	0.02203	0.97797	other
TEL-AML1-2	other	0.11074	0.88926	other
TEL-AML1-3	other	0.05768	0.94232	other
TEL-AML1-4	other	0.0213	0.9787	other
TEL-AML1-5 (testset)	other	0.04744	0.95256	other
TEL-AML1-6	other	0.03166	0.96834	other
TEL-AML1-7	other	0.01097	0.98903	other
TEL-AML1-8 (testset)	other	0.02972	0.97028	other
TEL-AML1-9	other	0.04096	0.95904	other
TEL-AML1-2M1 (testset)	other	0.02053	0.97947	other
TEL-AML1-2M2	other	0.05171	0.94829	other
TEL-AML1-2M3	other	0.02775	0.97225	other
TEL-AML1-2M4 (testset)	other	0.05293	0.94707	other
TEL-AML1-2M5	other	0.02674	0.97326	other
TEL-AML1-C10	other	0.04764	0.95236	other
TEL-AML1-C11	other	0.02499	0.97501	other
TEL-AML1-C12	other	0.03381	0.96619	other
TEL-AML1-C13	other	0.0185	0.9815	other
TEL-AML1-C14 (testset)	other	0.03483	0.96517	other
TEL-AML1-C15	other	0.01065	0.98935	other
TEL-AML1-C16	other	0.02045	0.97955	other
TEL-AML1-C17	other	0.06118	0.93882	other
TEL-AML1-C18	other	0.02092	0.97908	other
TEL-AML1-C19 (testset)	other	0.02854	0.97146	other
TEL-AML1-C1 (testset)	other	0.01964	0.98036	other
TEL-AML1-C20 (testset)	other	0.02429	0.97571	other
TEL-AML1-C21	other	0.04498	0.95502	other
TEL-AML1-C22	other	0.02282	0.97718	other
TEL-AML1-C23 (testset)	other	0.06567	0.93433	other
TEL-AML1-C24	other	0.02348	0.97652	other
TEL-AML1-C25	other	0.03623	0.96377	other
TEL-AML1-C26 (testset)	other	0.01688	0.98312	other
TEL-AML1-C27	other	0.01087	0.98913	other
TEL-AML1-C28 (testset)	other	0.12466	0.87534	other
TEL-AML1-C29	other	0.11416	0.88584	other
TEL-AML1-C2	other	0.04359	0.95641	other
TEL-AML1-C30	other	0.0538	0.9462	other
TEL-AML1-C31 (testset)	other	0.01278	0.98722	other
TEL-AML1-C32	other	0.02359	0.97641	other
TEL-AML1-C33 (testset)	other	0.00632	0.99368	other
TEL-AML1-C34	other	0.01685	0.98315	other
TEL-AML1-C35	other	0.04316	0.95684	other
TEL-AML1-C36 (testset)	other	0.04841	0.95159	other
TEL-AML1-C37	other	0.01988	0.98012	other
TEL-AML1-C38	other	0.0322	0.9678	other
TEL-AML1-C39	other	0.02674	0.97326	other
TEL-AML1-C3	other	0.02742	0.97258	other
TEL-AML1-C40	other	0.03389	0.96611	other
TEL-AML1-C41	other	0.04943	0.95057	other
TEL-AML1-C42	other	0.01818	0.98182	other
TEL-AML1-C43	other	0.03373	0.96627	other
TEL-AML1-C44	other	0.0418	0.9582	other
TEL-AML1-C45	other	0.0311	0.9689	other
TEL-AML1-C46	other	0.03817	0.96183	other
TEL-AML1-C47	other	0.01448	0.98552	other
TEL-AML1-C48	other	0.10206	0.89794	other
TEL-AML1-C49 (testset)	other	0.0325	0.9675	other
TEL-AML1-C4 (testset)	other	0.02955	0.97045	other
TEL-AML1-C50	other	0.03727	0.96273	other
TEL-AML1-C51 (testset)	other	0.02014	0.97986	other
TEL-AML1-C52	other	0.07907	0.92093	other
TEL-AML1-C53 (testset)	other	0.16047	0.83953	other
TEL-AML1-C54	other	0.0155	0.9845	other
TEL-AML1-C55 (testset)	other	0.04267	0.95733	other
TEL-AML1-C56	other	0.04006	0.95994	other
TEL-AML1-C57	other	0.01432	0.98568	other
TEL-AML1-C5 (testset)	other	0.02803	0.97197	other
TEL-AML1-C6	other	0.01105	0.98895	other
TEL-AML1-C7	other	0.06362	0.93638	other
TEL-AML1-C8	other	0.03596	0.96404	other
TEL-AML1-C9	other	0.08228	0.91772	other
TEL-AML1-R1 (testset)	other	0.04346	0.95654	other
TEL-AML1-R2 (testset)	other	0.06088	0.93912	other
TEL-AML1-R3	other	0.08488	0.91512	other