GO:0006968

GO:0006968

cellular defense response (annotated genes)

Biological Process

Parent node

GO:0006968	cellular defense response

This leaf node contains 83 genes

The following 4 of these are used in classification:

	Symbol	Genename	T-ALL score	other score
38147_at	SH2D1A	SH2 domain protein 1A, Duncan's disease (lymphoproliferative syndrome)	1.3135	-0.2015
1096_g_at	CD19	CD19 antigen	-1.0297	0.158
771_s_at	CD7	CD7 antigen (p41)	0.3014	-0.0462
31945_s_at	SH2D1A	SH2 domain protein 1A, Duncan's disease (lymphoproliferative syndrome)	0.0121	-0.0019

Performance on training data

• Error rate: 0
• Performance: 0.06855
• Redundancy: 3.82236

	Sensitivity	Specificity
T-ALL	1	1
other	1	1

Performance on test data

• Error rate: 0.00917
• Performance: 0.06936
• Redundancy: 3.84601

	Sensitivity	Specificity
T-ALL	0.92857	1
other	1	0.92857

Predictions

	Class	T-ALL	other	Predictionn
BCR-ABL-1	other	0.12647	0.87353	other
BCR-ABL-2	other	0.00877	0.99123	other
BCR-ABL-3 (testset)	other	0.00659	0.99341	other
BCR-ABL-4	other	0.00118	0.99882	other
BCR-ABL-5	other	0.0066	0.9934	other
BCR-ABL-6 (testset)	other	0.00379	0.99621	other
BCR-ABL-7 (testset)	other	0.01995	0.98005	other
BCR-ABL-8 (testset)	other	0.00155	0.99845	other
BCR-ABL-9 (testset)	other	0.00349	0.99651	other
BCR-ABL-C1 (testset)	other	0.01436	0.98564	other
BCR-ABL-Hyperdip-10 (testset)	other	0.00535	0.99465	other
BCR-ABL-Hyperdip-R5	other	0.00571	0.99429	other
BCR-ABL-R1	other	0.00858	0.99142	other
BCR-ABL-R2	other	0.02797	0.97203	other
BCR-ABL-R3 (testset)	other	0.00379	0.99621	other
E2A-PBX1-10	other	0.00443	0.99557	other
E2A-PBX1-11	other	0.01233	0.98767	other
E2A-PBX1-12 (testset)	other	0.0115	0.9885	other
E2A-PBX1-13	other	0.00578	0.99422	other
E2A-PBX1-1	other	0.00224	0.99776	other
E2A-PBX1-2	other	0.0141	0.9859	other
E2A-PBX1-3	other	0.00286	0.99714	other
E2A-PBX1-4 (testset)	other	0.00625	0.99375	other
E2A-PBX1-5	other	0.00828	0.99172	other
E2A-PBX1-6	other	0.00142	0.99858	other
E2A-PBX1-7	other	0.01331	0.98669	other
E2A-PBX1-8	other	0.01453	0.98547	other
E2A-PBX1-9	other	0.01342	0.98658	other
E2A-PBX1-2M1	other	0.01156	0.98844	other
E2A-PBX1-C10	other	0.00083	0.99917	other
E2A-PBX1-C11	other	0.00584	0.99416	other
E2A-PBX1-C12	other	0.00588	0.99412	other
E2A-PBX1-C1	other	0.00764	0.99236	other
E2A-PBX1-C2	other	0.01041	0.98959	other
E2A-PBX1-C3 (testset)	other	0.00119	0.99881	other
E2A-PBX1-C4	other	0.01346	0.98654	other
E2A-PBX1-C5 (testset)	other	0.00934	0.99066	other
E2A-PBX1-C6	other	0.00671	0.99329	other
E2A-PBX1-C7	other	0.00137	0.99863	other
E2A-PBX1-C8	other	0.0062	0.9938	other
E2A-PBX1-C9	other	0.00207	0.99793	other
E2A-PBX1-R1	other	0.00745	0.99255	other
Hyperdip-50-10	other	0.02315	0.97685	other
Hyperdip-50-11 (testset)	other	0.08858	0.91142	other
Hyperdip-50-12	other	0.00985	0.99015	other
Hyperdip-50-13 (testset)	other	0.0166	0.9834	other
Hyperdip-50-14	other	0.00096	0.99904	other
Hyperdip-50-1	other	0.01882	0.98118	other
Hyperdip-50-2	other	0.04466	0.95534	other
Hyperdip-50-3 (testset)	other	0.00998	0.99002	other
Hyperdip-50-4 (testset)	other	0.00453	0.99547	other
Hyperdip-50-5 (testset)	other	0.00531	0.99469	other
Hyperdip-50-6	other	0.00317	0.99683	other
Hyperdip-50-7	other	0.04133	0.95867	other
Hyperdip-50-8 (testset)	other	0.01564	0.98436	other
Hyperdip-50-9	other	0.0237	0.9763	other
Hyperdip-50-2M1	other	0.01762	0.98238	other
Hyperdip-50-2M2 (testset)	other	0.10061	0.89939	other
Hyperdip-50-C10	other	0.02196	0.97804	other
Hyperdip-50-C11 (testset)	other	0.00559	0.99441	other
Hyperdip-50-C12	other	0.00601	0.99399	other
Hyperdip-50-C13	other	0.05334	0.94666	other
Hyperdip-50-C14	other	0.00214	0.99786	other
Hyperdip-50-C15	other	0.01476	0.98524	other
Hyperdip-50-C16	other	0.01858	0.98142	other
Hyperdip-50-C17	other	0.00059	0.99941	other
Hyperdip-50-C18	other	0.01238	0.98762	other
Hyperdip-50-C19 (testset)	other	0.01733	0.98267	other
Hyperdip-50-C1	other	0.01626	0.98374	other
Hyperdip-50-C20	other	0.01903	0.98097	other
Hyperdip-50-C21	other	0.0265	0.9735	other
Hyperdip-50-C22 (testset)	other	0.00481	0.99519	other
Hyperdip-50-C23	other	0.0102	0.9898	other
Hyperdip-50-C24	other	0.01105	0.98895	other
Hyperdip-50-C25	other	0.01276	0.98724	other
Hyperdip-50-C26	other	0.05914	0.94086	other
Hyperdip-50-C27-N	other	0.01703	0.98297	other
Hyperdip-50-C28	other	0.01116	0.98884	other
Hyperdip-50-C29 (testset)	other	0.06093	0.93907	other
Hyperdip-50-C2 (testset)	other	0.19844	0.80156	other
Hyperdip-50-C30	other	0.00729	0.99271	other
Hyperdip-50-C31	other	0.01887	0.98113	other
Hyperdip-50-C32	other	0.00241	0.99759	other
Hyperdip-50-C33	other	0.03561	0.96439	other
Hyperdip-50-C34	other	0.03015	0.96985	other
Hyperdip-50-C35 (testset)	other	0.02996	0.97004	other
Hyperdip-50-C36	other	0.00722	0.99278	other
Hyperdip-50-C37	other	0.00443	0.99557	other
Hyperdip-50-C38	other	0.00765	0.99235	other
Hyperdip-50-C39 (testset)	other	0.00611	0.99389	other
Hyperdip-50-C3	other	0.02205	0.97795	other
Hyperdip-50-C40	other	0.05523	0.94477	other
Hyperdip-50-C41 (testset)	other	0.00603	0.99397	other
Hyperdip-50-C42 (testset)	other	0.00809	0.99191	other
Hyperdip-50-C43	other	0.01892	0.98108	other
Hyperdip-50-C4	other	0.02328	0.97672	other
Hyperdip-50-C5 (testset)	other	0.03369	0.96631	other
Hyperdip-50-C6	other	0.03542	0.96458	other
Hyperdip-50-C7 (testset)	other	0.01283	0.98717	other
Hyperdip-50-C8 (testset)	other	0.00794	0.99206	other
Hyperdip-50-C9	other	0.01138	0.98862	other
Hyperdip-50-R1	other	0.02035	0.97965	other
Hyperdip-50-R2 (testset)	other	0.02449	0.97551	other
Hyperdip-50-R3	other	0.22846	0.77154	other
Hyperdip-50-R4	other	0.03385	0.96615	other
Hyperdip-50-R5 (testset)	other	0.04238	0.95762	other
Hyperdip47-50-1	other	0.00777	0.99223	other
Hyperdip47-50-2	other	0.0029	0.9971	other
Hyperdip47-50-3 (testset)	other	0.00215	0.99785	other
Hyperdip47-50-2M1 (testset)	other	0.00238	0.99762	other
Hyperdip47-50-C10 (testset)	other	0.01297	0.98703	other
Hyperdip47-50-C11	other	0.04085	0.95915	other
Hyperdip47-50-C12	other	0.00364	0.99636	other
Hyperdip47-50-C13	other	0.01866	0.98134	other
Hyperdip47-50-C14-N (testset)	other	0.00375	0.99625	other
Hyperdip47-50-C15 (testset)	other	0.00412	0.99588	other
Hyperdip47-50-C16	other	0.00636	0.99364	other
Hyperdip47-50-C17	other	0.0039	0.9961	other
Hyperdip47-50-C18	other	0.00136	0.99864	other
Hyperdip47-50-C19	other	0.03857	0.96143	other
Hyperdip47-50-C1 (testset)	other	0.03379	0.96621	other
Hyperdip47-50-C2 (testset)	other	0.00245	0.99755	other
Hyperdip47-50-C3-N (testset)	other	0.00884	0.99116	other
Hyperdip47-50-C4	other	0.01234	0.98766	other
Hyperdip47-50-C5 (testset)	other	0.00838	0.99162	other
Hyperdip47-50-C6 (testset)	other	0.00572	0.99428	other
Hyperdip47-50-C7	other	0.03814	0.96186	other
Hyperdip47-50-C8	other	0.02603	0.97397	other
Hyperdip47-50-C9	other	0.00095	0.99905	other
Hypodip-1 (testset)	other	0.00386	0.99614	other
Hypodip-2	other	0.01595	0.98405	other
Hypodip-2M1 (testset)	other	0.01505	0.98495	other
Hypodip-C1	other	0.00632	0.99368	other
Hypodip-C2 (testset)	other	0.02243	0.97757	other
Hypodip-C3	other	0.01125	0.98875	other
Hypodip-C4	other	0.01646	0.98354	other
Hypodip-C5	other	0.00819	0.99181	other
Hypodip-C6 (testset)	other	0.0164	0.9836	other
MLL-1 (testset)	other	0.02195	0.97805	other
MLL-2	other	0.0702	0.9298	other
MLL-3 (testset)	other	0.0023	0.9977	other
MLL-4	other	0.00923	0.99077	other
MLL-5 (testset)	other	0.01099	0.98901	other
MLL-6 (testset)	other	0.01567	0.98433	other
MLL-7	other	0.00107	0.99893	other
MLL-8 (testset)	other	0.00829	0.99171	other
MLL-2M1	other	0.24666	0.75334	other
MLL-2M2 (testset)	other	0.00979	0.99021	other
MLL-C1	other	0.00979	0.99021	other
MLL-C2	other	0.0085	0.9915	other
MLL-C3 (testset)	other	0.00487	0.99513	other
MLL-C4	other	0.01065	0.98935	other
MLL-C5	other	0.006	0.994	other
MLL-C6	other	0.00635	0.99365	other
MLL-R1 (testset)	other	0.22205	0.77795	other
MLL-R2	other	0.00811	0.99189	other
MLL-R3	other	0.012	0.988	other
MLL-R4	other	0.00548	0.99452	other
Normal-1	other	0.01504	0.98496	other
Normal-2	other	0.0066	0.9934	other
Normal-3	other	0.0159	0.9841	other
Normal-C1-N	other	0.04175	0.95825	other
Normal-C10	other	0.00221	0.99779	other
Normal-C11-N (testset)	other	0.01573	0.98427	other
Normal-C12 (testset)	other	0.04144	0.95856	other
Normal-C2-N	other	0.0149	0.9851	other
Normal-C3-N	other	0.01413	0.98587	other
Normal-C4-N	other	0.1263	0.8737	other
Normal-C5	other	0.06014	0.93986	other
Normal-C6 (testset)	other	0.01769	0.98231	other
Normal-C7-N (testset)	other	0.05709	0.94291	other
Normal-C8	other	0.00063	0.99937	other
Normal-C9 (testset)	other	0.00576	0.99424	other
Normal-R1 (testset)	other	0.00265	0.99735	other
Normal-R2-N	other	0.00412	0.99588	other
Normal-R3	other	0.08008	0.91992	other
Pseudodip-1	other	0.00523	0.99477	other
Pseudodip-2	other	0.02011	0.97989	other
Pseudodip-3	other	0.03325	0.96675	other
Pseudodip-4 (testset)	other	0.01091	0.98909	other
Pseudodip-5 (testset)	other	0.00748	0.99252	other
Pseudodip-6 (testset)	other	0.00533	0.99467	other
Pseudodip-7	other	0.00677	0.99323	other
Pseudodip-8-N	other	0.02572	0.97428	other
Pseudodip-9	other	0.01089	0.98911	other
Pseudodip-C10 (testset)	other	0.00634	0.99366	other
Pseudodip-C11 (testset)	other	0.00309	0.99691	other
Pseudodip-C12 (testset)	other	0.0235	0.9765	other
Pseudodip-C13	other	0.00422	0.99578	other
Pseudodip-C14 (testset)	other	0.07613	0.92387	other
Pseudodip-C15	other	0.02779	0.97221	other
Pseudodip-C16-N (testset)	other	0.0383	0.9617	other
Pseudodip-C17	other	0.00812	0.99188	other
Pseudodip-C18	other	0.09487	0.90513	other
Pseudodip-C19	other	0.00941	0.99059	other
Pseudodip-C1	other	0.0214	0.9786	other
Pseudodip-C2-N	other	0.04199	0.95801	other
Pseudodip-C3	other	0.11109	0.88891	other
Pseudodip-C4	other	0.19861	0.80139	other
Pseudodip-C5 (testset)	other	0.01358	0.98642	other
Pseudodip-C6	other	0.00609	0.99391	other
Pseudodip-C7	other	0.00543	0.99457	other
Pseudodip-C8	other	0.00776	0.99224	other
Pseudodip-C9	other	0.01303	0.98697	other
Pseudodip-R1-N (testset)	other	0.00617	0.99383	other
T-ALL-10 (testset)	T-ALL	0.99762	0.00238	T-ALL
T-ALL-1 (testset)	T-ALL	0.97965	0.02035	T-ALL
T-ALL-2 (testset)	T-ALL	0.40837	0.59163	other
T-ALL-3	T-ALL	0.96948	0.03052	T-ALL
T-ALL-4 (testset)	T-ALL	0.85267	0.14733	T-ALL
T-ALL-5 (testset)	T-ALL	0.98944	0.01056	T-ALL
T-ALL-6	T-ALL	0.9967	0.0033	T-ALL
T-ALL-7 (testset)	T-ALL	0.99537	0.00463	T-ALL
T-ALL-8 (testset)	T-ALL	0.92829	0.07171	T-ALL
T-ALL-9	T-ALL	0.77386	0.22614	T-ALL
T-ALL-2M1	T-ALL	0.97984	0.02016	T-ALL
T-ALL-C10	T-ALL	0.99208	0.00792	T-ALL
T-ALL-C11	T-ALL	0.99991	9e-05	T-ALL
T-ALL-C12	T-ALL	0.99918	0.00082	T-ALL
T-ALL-C13	T-ALL	0.96006	0.03994	T-ALL
T-ALL-C14	T-ALL	0.72417	0.27583	T-ALL
T-ALL-C15 (testset)	T-ALL	0.99295	0.00705	T-ALL
T-ALL-C16 (testset)	T-ALL	0.86719	0.13281	T-ALL
T-ALL-C17	T-ALL	0.80256	0.19744	T-ALL
T-ALL-C18	T-ALL	0.77877	0.22123	T-ALL
T-ALL-C19	T-ALL	0.99753	0.00247	T-ALL
T-ALL-C1	T-ALL	0.92972	0.07028	T-ALL
T-ALL-C20	T-ALL	0.99936	0.00064	T-ALL
T-ALL-C21	T-ALL	0.95761	0.04239	T-ALL
T-ALL-C22 (testset)	T-ALL	0.99498	0.00502	T-ALL
T-ALL-C23	T-ALL	0.51995	0.48005	T-ALL
T-ALL-C24 (testset)	T-ALL	0.9906	0.0094	T-ALL
T-ALL-C25 (testset)	T-ALL	0.99598	0.00402	T-ALL
T-ALL-C26	T-ALL	0.66031	0.33969	T-ALL
T-ALL-C2	T-ALL	0.9997	3e-04	T-ALL
T-ALL-C3	T-ALL	0.99428	0.00572	T-ALL
T-ALL-C4	T-ALL	0.96035	0.03965	T-ALL
T-ALL-C5 (testset)	T-ALL	0.74154	0.25846	T-ALL
T-ALL-C6	T-ALL	0.94127	0.05873	T-ALL
T-ALL-C7 (testset)	T-ALL	0.97226	0.02774	T-ALL
T-ALL-C8	T-ALL	0.82847	0.17153	T-ALL
T-ALL-C9	T-ALL	0.94986	0.05014	T-ALL
T-ALL-R1	T-ALL	0.88626	0.11374	T-ALL
T-ALL-R2	T-ALL	0.99386	0.00614	T-ALL
T-ALL-R3	T-ALL	0.98877	0.01123	T-ALL
T-ALL-R4	T-ALL	0.99754	0.00246	T-ALL
T-ALL-R5	T-ALL	0.99153	0.00847	T-ALL
T-ALL-R6	T-ALL	0.86108	0.13892	T-ALL
TEL-AML1-10	other	0.01256	0.98744	other
TEL-AML1-11 (testset)	other	0.01075	0.98925	other
TEL-AML1-12	other	0.01228	0.98772	other
TEL-AML1-13 (testset)	other	0.00758	0.99242	other
TEL-AML1-14	other	0.02097	0.97903	other
TEL-AML1-1	other	0.07782	0.92218	other
TEL-AML1-2	other	0.0136	0.9864	other
TEL-AML1-3	other	0.0078	0.9922	other
TEL-AML1-4	other	0.00839	0.99161	other
TEL-AML1-5 (testset)	other	0.07763	0.92237	other
TEL-AML1-6	other	0.00646	0.99354	other
TEL-AML1-7	other	0.00527	0.99473	other
TEL-AML1-8 (testset)	other	0.0137	0.9863	other
TEL-AML1-9	other	0.01504	0.98496	other
TEL-AML1-2M1 (testset)	other	0.00381	0.99619	other
TEL-AML1-2M2	other	0.02984	0.97016	other
TEL-AML1-2M3	other	0.05434	0.94566	other
TEL-AML1-2M4 (testset)	other	0.02913	0.97087	other
TEL-AML1-2M5	other	0.0122	0.9878	other
TEL-AML1-C10	other	0.0293	0.9707	other
TEL-AML1-C11	other	0.00691	0.99309	other
TEL-AML1-C12	other	0.02775	0.97225	other
TEL-AML1-C13	other	0.01066	0.98934	other
TEL-AML1-C14 (testset)	other	0.01882	0.98118	other
TEL-AML1-C15	other	0.00974	0.99026	other
TEL-AML1-C16	other	0.02393	0.97607	other
TEL-AML1-C17	other	0.03139	0.96861	other
TEL-AML1-C18	other	0.01615	0.98385	other
TEL-AML1-C19 (testset)	other	0.01263	0.98737	other
TEL-AML1-C1 (testset)	other	0.01292	0.98708	other
TEL-AML1-C20 (testset)	other	0.00634	0.99366	other
TEL-AML1-C21	other	0.05963	0.94037	other
TEL-AML1-C22	other	0.0264	0.9736	other
TEL-AML1-C23 (testset)	other	0.01374	0.98626	other
TEL-AML1-C24	other	0.00398	0.99602	other
TEL-AML1-C25	other	0.0187	0.9813	other
TEL-AML1-C26 (testset)	other	0.00553	0.99447	other
TEL-AML1-C27	other	0.01191	0.98809	other
TEL-AML1-C28 (testset)	other	0.00343	0.99657	other
TEL-AML1-C29	other	0.03155	0.96845	other
TEL-AML1-C2	other	0.0034	0.9966	other
TEL-AML1-C30	other	0.00751	0.99249	other
TEL-AML1-C31 (testset)	other	0.0038	0.9962	other
TEL-AML1-C32	other	0.00802	0.99198	other
TEL-AML1-C33 (testset)	other	0.00325	0.99675	other
TEL-AML1-C34	other	0.01772	0.98228	other
TEL-AML1-C35	other	0.04682	0.95318	other
TEL-AML1-C36 (testset)	other	0.06348	0.93652	other
TEL-AML1-C37	other	0.00519	0.99481	other
TEL-AML1-C38	other	0.04382	0.95618	other
TEL-AML1-C39	other	0.00997	0.99003	other
TEL-AML1-C3	other	0.0151	0.9849	other
TEL-AML1-C40	other	0.01858	0.98142	other
TEL-AML1-C41	other	0.05154	0.94846	other
TEL-AML1-C42	other	0.05451	0.94549	other
TEL-AML1-C43	other	0.03948	0.96052	other
TEL-AML1-C44	other	0.0123	0.9877	other
TEL-AML1-C45	other	0.01747	0.98253	other
TEL-AML1-C46	other	0.00733	0.99267	other
TEL-AML1-C47	other	0.0037	0.9963	other
TEL-AML1-C48	other	0.00634	0.99366	other
TEL-AML1-C49 (testset)	other	0.03834	0.96166	other
TEL-AML1-C4 (testset)	other	0.01104	0.98896	other
TEL-AML1-C50	other	0.03531	0.96469	other
TEL-AML1-C51 (testset)	other	0.01886	0.98114	other
TEL-AML1-C52	other	0.00845	0.99155	other
TEL-AML1-C53 (testset)	other	0.02295	0.97705	other
TEL-AML1-C54	other	0.00535	0.99465	other
TEL-AML1-C55 (testset)	other	0.01412	0.98588	other
TEL-AML1-C56	other	0.00798	0.99202	other
TEL-AML1-C57	other	0.01605	0.98395	other
TEL-AML1-C5 (testset)	other	0.00991	0.99009	other
TEL-AML1-C6	other	0.00325	0.99675	other
TEL-AML1-C7	other	0.01442	0.98558	other
TEL-AML1-C8	other	0.06225	0.93775	other
TEL-AML1-C9	other	0.08798	0.91202	other
TEL-AML1-R1 (testset)	other	0.00735	0.99265	other
TEL-AML1-R2 (testset)	other	0.01938	0.98062	other
TEL-AML1-R3	other	0.01295	0.98705	other