GO:0007267

GO:0007267

cell-cell signaling (annotated genes)

Biological Process

Parent node

GO:0007267	cell-cell signaling

This leaf node contains 331 genes

The following 27 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)	2.3108	-0.3546
31945_s_at	SH2D1A	SH2 domain protein 1A, Duncan's disease (lymphoproliferative syndrome)	0.971	-0.149
39273_at	SH2D1A	SH2 domain protein 1A, Duncan's disease (lymphoproliferative syndrome)	0.6127	-0.094
39402_at	IL1B	interleukin 1, beta	-0.6066	0.0931
577_at	MDK	midkine (neurite growth-promoting factor 2)	-0.5886	0.0903
1520_s_at	IL1B	interleukin 1, beta	-0.5838	0.0896
38124_at	MDK	midkine (neurite growth-promoting factor 2)	-0.5522	0.0847
39721_at	EFNB1	ephrin-B1	-0.2975	0.0456
38865_at	GRAP2	GRB2-related adaptor protein 2	0.2515	-0.0386
34514_at	TSHR	thyroid stimulating hormone receptor	0.2507	-0.0385
37615_at	GRB10	growth factor receptor-bound protein 10	-0.2373	0.0364
32114_s_at	ADORA2A	adenosine A2a receptor	0.2187	-0.0336
40367_at	BMP2	bone morphogenetic protein 2	-0.1773	0.0272
41471_at	S100A9	S100 calcium binding protein A9 (calgranulin B)	0.1758	-0.027
1113_at	BMP2	bone morphogenetic protein 2	-0.1463	0.0224
1369_s_at	IL8	interleukin 8	0.1229	-0.0189
32319_at	TNFSF4	tumor necrosis factor (ligand) superfamily, member 4 (tax-transcriptionally activated glycoprotein 1, 34kDa)	-0.0887	0.0136
34335_at	EFNB2	ephrin-B2	-0.0827	0.0127
35372_r_at	IL8	interleukin 8	0.0712	-0.0109
41584_at	NUDT3	nudix (nucleoside diphosphate linked moiety X)-type motif 3	-0.0627	0.0096
40425_at	EFNA1	ephrin-A1	-0.0556	0.0085
40454_at	FAT	FAT tumor suppressor homolog 1 (Drosophila)	0.0396	-0.0061
33965_at	CCL1	chemokine (C-C motif) ligand 1	0.0267	-0.0041
38954_at	VIPR2	vasoactive intestinal peptide receptor 2	0.015	-0.0023
32471_at	TSHR	thyroid stimulating hormone receptor	0.0131	-0.002
188_at	EFNB1	ephrin-B1	-0.0096	0.0015
37231_at	DLG7	discs, large homolog 7 (Drosophila)	0.0046	-7e-04

Performance on training data

• Error rate: 0.00459
• Performance: 0.03467
• Redundancy: 5.57039

	Sensitivity	Specificity
T-ALL	0.96552	1
other	1	0.96552

Performance on test data

• Error rate: 0.00917
• Performance: 0.07575
• Redundancy: 5.43279

	Sensitivity	Specificity
T-ALL	0.92857	1
other	1	0.92857

Predictions

	Class	T-ALL	other	Predictionn
BCR-ABL-1	other	0.01313	0.98687	other
BCR-ABL-2	other	0.00833	0.99167	other
BCR-ABL-3 (testset)	other	0.00018	0.99982	other
BCR-ABL-4	other	0.00039	0.99961	other
BCR-ABL-5	other	0.00636	0.99364	other
BCR-ABL-6 (testset)	other	0.00205	0.99795	other
BCR-ABL-7 (testset)	other	0.01945	0.98055	other
BCR-ABL-8 (testset)	other	0.00016	0.99984	other
BCR-ABL-9 (testset)	other	1e-05	0.99999	other
BCR-ABL-C1 (testset)	other	0.00355	0.99645	other
BCR-ABL-Hyperdip-10 (testset)	other	0.00019	0.99981	other
BCR-ABL-Hyperdip-R5	other	1e-05	0.99999	other
BCR-ABL-R1	other	0.00094	0.99906	other
BCR-ABL-R2	other	0.01132	0.98868	other
BCR-ABL-R3 (testset)	other	0.00124	0.99876	other
E2A-PBX1-10	other	0.00016	0.99984	other
E2A-PBX1-11	other	0.00025	0.99975	other
E2A-PBX1-12 (testset)	other	0.00166	0.99834	other
E2A-PBX1-13	other	3e-05	0.99997	other
E2A-PBX1-1	other	8e-05	0.99992	other
E2A-PBX1-2	other	0.00012	0.99988	other
E2A-PBX1-3	other	2e-05	0.99998	other
E2A-PBX1-4 (testset)	other	0.00011	0.99989	other
E2A-PBX1-5	other	0.00011	0.99989	other
E2A-PBX1-6	other	1e-05	0.99999	other
E2A-PBX1-7	other	0.00016	0.99984	other
E2A-PBX1-8	other	0.00035	0.99965	other
E2A-PBX1-9	other	9e-05	0.99991	other
E2A-PBX1-2M1	other	0.00102	0.99898	other
E2A-PBX1-C10	other	0.00058	0.99942	other
E2A-PBX1-C11	other	0.00098	0.99902	other
E2A-PBX1-C12	other	0.00014	0.99986	other
E2A-PBX1-C1	other	0.01283	0.98717	other
E2A-PBX1-C2	other	6e-05	0.99994	other
E2A-PBX1-C3 (testset)	other	3e-05	0.99997	other
E2A-PBX1-C4	other	0.00113	0.99887	other
E2A-PBX1-C5 (testset)	other	0.00239	0.99761	other
E2A-PBX1-C6	other	0.00017	0.99983	other
E2A-PBX1-C7	other	0.00017	0.99983	other
E2A-PBX1-C8	other	0.00371	0.99629	other
E2A-PBX1-C9	other	3e-05	0.99997	other
E2A-PBX1-R1	other	0.00049	0.99951	other
Hyperdip-50-10	other	2e-04	0.9998	other
Hyperdip-50-11 (testset)	other	0.0013	0.9987	other
Hyperdip-50-12	other	5e-05	0.99995	other
Hyperdip-50-13 (testset)	other	1e-04	0.9999	other
Hyperdip-50-14	other	1e-05	0.99999	other
Hyperdip-50-1	other	0.00048	0.99952	other
Hyperdip-50-2	other	0	1	other
Hyperdip-50-3 (testset)	other	0.00015	0.99985	other
Hyperdip-50-4 (testset)	other	5e-05	0.99995	other
Hyperdip-50-5 (testset)	other	0	1	other
Hyperdip-50-6	other	0	1	other
Hyperdip-50-7	other	2e-04	0.9998	other
Hyperdip-50-8 (testset)	other	1e-05	0.99999	other
Hyperdip-50-9	other	4e-05	0.99996	other
Hyperdip-50-2M1	other	0.00015	0.99985	other
Hyperdip-50-2M2 (testset)	other	0.05135	0.94865	other
Hyperdip-50-C10	other	0.00013	0.99987	other
Hyperdip-50-C11 (testset)	other	4e-05	0.99996	other
Hyperdip-50-C12	other	8e-05	0.99992	other
Hyperdip-50-C13	other	4e-05	0.99996	other
Hyperdip-50-C14	other	0.00052	0.99948	other
Hyperdip-50-C15	other	5e-05	0.99995	other
Hyperdip-50-C16	other	0.00034	0.99966	other
Hyperdip-50-C17	other	2e-05	0.99998	other
Hyperdip-50-C18	other	6e-05	0.99994	other
Hyperdip-50-C19 (testset)	other	0.00514	0.99486	other
Hyperdip-50-C1	other	0.00015	0.99985	other
Hyperdip-50-C20	other	2e-05	0.99998	other
Hyperdip-50-C21	other	1e-05	0.99999	other
Hyperdip-50-C22 (testset)	other	4e-05	0.99996	other
Hyperdip-50-C23	other	4e-05	0.99996	other
Hyperdip-50-C24	other	0.00079	0.99921	other
Hyperdip-50-C25	other	0	1	other
Hyperdip-50-C26	other	0.00084	0.99916	other
Hyperdip-50-C27-N	other	0.01498	0.98502	other
Hyperdip-50-C28	other	2e-05	0.99998	other
Hyperdip-50-C29 (testset)	other	0.00549	0.99451	other
Hyperdip-50-C2 (testset)	other	0.00084	0.99916	other
Hyperdip-50-C30	other	1e-05	0.99999	other
Hyperdip-50-C31	other	1e-05	0.99999	other
Hyperdip-50-C32	other	1e-05	0.99999	other
Hyperdip-50-C33	other	1e-04	0.9999	other
Hyperdip-50-C34	other	8e-05	0.99992	other
Hyperdip-50-C35 (testset)	other	0.00098	0.99902	other
Hyperdip-50-C36	other	0	1	other
Hyperdip-50-C37	other	4e-05	0.99996	other
Hyperdip-50-C38	other	1e-05	0.99999	other
Hyperdip-50-C39 (testset)	other	0.00016	0.99984	other
Hyperdip-50-C3	other	0.00024	0.99976	other
Hyperdip-50-C40	other	0.00344	0.99656	other
Hyperdip-50-C41 (testset)	other	1e-05	0.99999	other
Hyperdip-50-C42 (testset)	other	1e-05	0.99999	other
Hyperdip-50-C43	other	1e-05	0.99999	other
Hyperdip-50-C4	other	5e-05	0.99995	other
Hyperdip-50-C5 (testset)	other	0.00032	0.99968	other
Hyperdip-50-C6	other	0.00205	0.99795	other
Hyperdip-50-C7 (testset)	other	0.00012	0.99988	other
Hyperdip-50-C8 (testset)	other	0	1	other
Hyperdip-50-C9	other	1e-05	0.99999	other
Hyperdip-50-R1	other	0.00059	0.99941	other
Hyperdip-50-R2 (testset)	other	0.00014	0.99986	other
Hyperdip-50-R3	other	0.06852	0.93148	other
Hyperdip-50-R4	other	0.00078	0.99922	other
Hyperdip-50-R5 (testset)	other	0.00022	0.99978	other
Hyperdip47-50-1	other	1e-05	0.99999	other
Hyperdip47-50-2	other	7e-05	0.99993	other
Hyperdip47-50-3 (testset)	other	0.00462	0.99538	other
Hyperdip47-50-2M1 (testset)	other	0	1	other
Hyperdip47-50-C10 (testset)	other	3e-05	0.99997	other
Hyperdip47-50-C11	other	0.01071	0.98929	other
Hyperdip47-50-C12	other	3e-05	0.99997	other
Hyperdip47-50-C13	other	0.00229	0.99771	other
Hyperdip47-50-C14-N (testset)	other	0.00207	0.99793	other
Hyperdip47-50-C15 (testset)	other	0	1	other
Hyperdip47-50-C16	other	0.00155	0.99845	other
Hyperdip47-50-C17	other	0.00048	0.99952	other
Hyperdip47-50-C18	other	0	1	other
Hyperdip47-50-C19	other	0.00861	0.99139	other
Hyperdip47-50-C1 (testset)	other	0.00872	0.99128	other
Hyperdip47-50-C2 (testset)	other	0.05664	0.94336	other
Hyperdip47-50-C3-N (testset)	other	0.00019	0.99981	other
Hyperdip47-50-C4	other	0.00064	0.99936	other
Hyperdip47-50-C5 (testset)	other	0.0016	0.9984	other
Hyperdip47-50-C6 (testset)	other	1e-05	0.99999	other
Hyperdip47-50-C7	other	0.00789	0.99211	other
Hyperdip47-50-C8	other	0.00309	0.99691	other
Hyperdip47-50-C9	other	0	1	other
Hypodip-1 (testset)	other	0.00103	0.99897	other
Hypodip-2	other	0.00985	0.99015	other
Hypodip-2M1 (testset)	other	0.00173	0.99827	other
Hypodip-C1	other	8e-05	0.99992	other
Hypodip-C2 (testset)	other	0.00358	0.99642	other
Hypodip-C3	other	0.00243	0.99757	other
Hypodip-C4	other	0.00031	0.99969	other
Hypodip-C5	other	7e-04	0.9993	other
Hypodip-C6 (testset)	other	0.0013	0.9987	other
MLL-1 (testset)	other	0.02476	0.97524	other
MLL-2	other	0.06393	0.93607	other
MLL-3 (testset)	other	0.00341	0.99659	other
MLL-4	other	0.00294	0.99706	other
MLL-5 (testset)	other	0.00259	0.99741	other
MLL-6 (testset)	other	0.01564	0.98436	other
MLL-7	other	0.00683	0.99317	other
MLL-8 (testset)	other	0.03134	0.96866	other
MLL-2M1	other	0.0652	0.9348	other
MLL-2M2 (testset)	other	0.00376	0.99624	other
MLL-C1	other	0.00637	0.99363	other
MLL-C2	other	0.00079	0.99921	other
MLL-C3 (testset)	other	0.00641	0.99359	other
MLL-C4	other	0.01308	0.98692	other
MLL-C5	other	0.00979	0.99021	other
MLL-C6	other	0.00055	0.99945	other
MLL-R1 (testset)	other	0.49653	0.50347	other
MLL-R2	other	0.00368	0.99632	other
MLL-R3	other	0.00687	0.99313	other
MLL-R4	other	0.02211	0.97789	other
Normal-1	other	0.00056	0.99944	other
Normal-2	other	0.00112	0.99888	other
Normal-3	other	0.00047	0.99953	other
Normal-C1-N	other	0.00301	0.99699	other
Normal-C10	other	0.00105	0.99895	other
Normal-C11-N (testset)	other	0.00289	0.99711	other
Normal-C12 (testset)	other	0.00303	0.99697	other
Normal-C2-N	other	0.05002	0.94998	other
Normal-C3-N	other	0.004	0.996	other
Normal-C4-N	other	0.35091	0.64909	other
Normal-C5	other	0.00348	0.99652	other
Normal-C6 (testset)	other	0.00117	0.99883	other
Normal-C7-N (testset)	other	0.00491	0.99509	other
Normal-C8	other	0.00133	0.99867	other
Normal-C9 (testset)	other	0.00047	0.99953	other
Normal-R1 (testset)	other	0.00746	0.99254	other
Normal-R2-N	other	7e-05	0.99993	other
Normal-R3	other	0.0014	0.9986	other
Pseudodip-1	other	0.00391	0.99609	other
Pseudodip-2	other	5e-05	0.99995	other
Pseudodip-3	other	0.00254	0.99746	other
Pseudodip-4 (testset)	other	0.00384	0.99616	other
Pseudodip-5 (testset)	other	0.00012	0.99988	other
Pseudodip-6 (testset)	other	0	1	other
Pseudodip-7	other	0.00118	0.99882	other
Pseudodip-8-N	other	0.01008	0.98992	other
Pseudodip-9	other	0.00085	0.99915	other
Pseudodip-C10 (testset)	other	5e-05	0.99995	other
Pseudodip-C11 (testset)	other	9e-05	0.99991	other
Pseudodip-C12 (testset)	other	0.00108	0.99892	other
Pseudodip-C13	other	0.00036	0.99964	other
Pseudodip-C14 (testset)	other	0.02283	0.97717	other
Pseudodip-C15	other	0.0024	0.9976	other
Pseudodip-C16-N (testset)	other	0.00293	0.99707	other
Pseudodip-C17	other	0.00053	0.99947	other
Pseudodip-C18	other	0.02174	0.97826	other
Pseudodip-C19	other	9e-05	0.99991	other
Pseudodip-C1	other	0.00171	0.99829	other
Pseudodip-C2-N	other	0.00729	0.99271	other
Pseudodip-C3	other	0.00266	0.99734	other
Pseudodip-C4	other	0.05082	0.94918	other
Pseudodip-C5 (testset)	other	0.00587	0.99413	other
Pseudodip-C6	other	0.0118	0.9882	other
Pseudodip-C7	other	0.00023	0.99977	other
Pseudodip-C8	other	0.00715	0.99285	other
Pseudodip-C9	other	0.00014	0.99986	other
Pseudodip-R1-N (testset)	other	0.00045	0.99955	other
T-ALL-10 (testset)	T-ALL	0.99999	1e-05	T-ALL
T-ALL-1 (testset)	T-ALL	0.99802	0.00198	T-ALL
T-ALL-2 (testset)	T-ALL	0.10792	0.89208	other
T-ALL-3	T-ALL	0.9996	4e-04	T-ALL
T-ALL-4 (testset)	T-ALL	0.9893	0.0107	T-ALL
T-ALL-5 (testset)	T-ALL	0.98384	0.01616	T-ALL
T-ALL-6	T-ALL	0.99995	5e-05	T-ALL
T-ALL-7 (testset)	T-ALL	0.99996	4e-05	T-ALL
T-ALL-8 (testset)	T-ALL	0.99499	0.00501	T-ALL
T-ALL-9	T-ALL	0.88003	0.11997	T-ALL
T-ALL-2M1	T-ALL	0.99999	1e-05	T-ALL
T-ALL-C10	T-ALL	0.99999	1e-05	T-ALL
T-ALL-C11	T-ALL	1	0	T-ALL
T-ALL-C12	T-ALL	1	0	T-ALL
T-ALL-C13	T-ALL	0.99951	0.00049	T-ALL
T-ALL-C14	T-ALL	0.90005	0.09995	T-ALL
T-ALL-C15 (testset)	T-ALL	1	0	T-ALL
T-ALL-C16 (testset)	T-ALL	0.77772	0.22228	T-ALL
T-ALL-C17	T-ALL	0.86672	0.13328	T-ALL
T-ALL-C18	T-ALL	0.28763	0.71237	other
T-ALL-C19	T-ALL	1	0	T-ALL
T-ALL-C1	T-ALL	0.99177	0.00823	T-ALL
T-ALL-C20	T-ALL	1	0	T-ALL
T-ALL-C21	T-ALL	0.95455	0.04545	T-ALL
T-ALL-C22 (testset)	T-ALL	0.99999	1e-05	T-ALL
T-ALL-C23	T-ALL	0.7101	0.2899	T-ALL
T-ALL-C24 (testset)	T-ALL	0.99998	2e-05	T-ALL
T-ALL-C25 (testset)	T-ALL	0.99996	4e-05	T-ALL
T-ALL-C26	T-ALL	0.89159	0.10841	T-ALL
T-ALL-C2	T-ALL	1	0	T-ALL
T-ALL-C3	T-ALL	0.99998	2e-05	T-ALL
T-ALL-C4	T-ALL	0.96451	0.03549	T-ALL
T-ALL-C5 (testset)	T-ALL	0.64876	0.35124	T-ALL
T-ALL-C6	T-ALL	0.91443	0.08557	T-ALL
T-ALL-C7 (testset)	T-ALL	0.96206	0.03794	T-ALL
T-ALL-C8	T-ALL	0.96024	0.03976	T-ALL
T-ALL-C9	T-ALL	0.99947	0.00053	T-ALL
T-ALL-R1	T-ALL	0.97268	0.02732	T-ALL
T-ALL-R2	T-ALL	0.98824	0.01176	T-ALL
T-ALL-R3	T-ALL	0.99999	1e-05	T-ALL
T-ALL-R4	T-ALL	1	0	T-ALL
T-ALL-R5	T-ALL	0.97263	0.02737	T-ALL
T-ALL-R6	T-ALL	0.79374	0.20626	T-ALL
TEL-AML1-10	other	4e-05	0.99996	other
TEL-AML1-11 (testset)	other	7e-04	0.9993	other
TEL-AML1-12	other	8e-05	0.99992	other
TEL-AML1-13 (testset)	other	0.00017	0.99983	other
TEL-AML1-14	other	3e-05	0.99997	other
TEL-AML1-1	other	0.00512	0.99488	other
TEL-AML1-2	other	0.00012	0.99988	other
TEL-AML1-3	other	2e-05	0.99998	other
TEL-AML1-4	other	5e-05	0.99995	other
TEL-AML1-5 (testset)	other	0.00018	0.99982	other
TEL-AML1-6	other	1e-05	0.99999	other
TEL-AML1-7	other	0	1	other
TEL-AML1-8 (testset)	other	6e-05	0.99994	other
TEL-AML1-9	other	0.00023	0.99977	other
TEL-AML1-2M1 (testset)	other	1e-05	0.99999	other
TEL-AML1-2M2	other	0.00022	0.99978	other
TEL-AML1-2M3	other	0.00206	0.99794	other
TEL-AML1-2M4 (testset)	other	0.00094	0.99906	other
TEL-AML1-2M5	other	0.00038	0.99962	other
TEL-AML1-C10	other	0.00052	0.99948	other
TEL-AML1-C11	other	0.00011	0.99989	other
TEL-AML1-C12	other	0.00016	0.99984	other
TEL-AML1-C13	other	1e-04	0.9999	other
TEL-AML1-C14 (testset)	other	3e-04	0.9997	other
TEL-AML1-C15	other	0	1	other
TEL-AML1-C16	other	4e-04	0.9996	other
TEL-AML1-C17	other	0.00019	0.99981	other
TEL-AML1-C18	other	0.00035	0.99965	other
TEL-AML1-C19 (testset)	other	0.00277	0.99723	other
TEL-AML1-C1 (testset)	other	4e-04	0.9996	other
TEL-AML1-C20 (testset)	other	1e-05	0.99999	other
TEL-AML1-C21	other	0.00034	0.99966	other
TEL-AML1-C22	other	0.00131	0.99869	other
TEL-AML1-C23 (testset)	other	6e-04	0.9994	other
TEL-AML1-C24	other	0	1	other
TEL-AML1-C25	other	3e-05	0.99997	other
TEL-AML1-C26 (testset)	other	0.00015	0.99985	other
TEL-AML1-C27	other	0.00026	0.99974	other
TEL-AML1-C28 (testset)	other	0	1	other
TEL-AML1-C29	other	6e-05	0.99994	other
TEL-AML1-C2	other	5e-05	0.99995	other
TEL-AML1-C30	other	2e-05	0.99998	other
TEL-AML1-C31 (testset)	other	0	1	other
TEL-AML1-C32	other	0	1	other
TEL-AML1-C33 (testset)	other	0.00018	0.99982	other
TEL-AML1-C34	other	1e-05	0.99999	other
TEL-AML1-C35	other	0.00068	0.99932	other
TEL-AML1-C36 (testset)	other	0.00012	0.99988	other
TEL-AML1-C37	other	1e-05	0.99999	other
TEL-AML1-C38	other	0.00107	0.99893	other
TEL-AML1-C39	other	2e-04	0.9998	other
TEL-AML1-C3	other	0.00031	0.99969	other
TEL-AML1-C40	other	0.00027	0.99973	other
TEL-AML1-C41	other	0.02929	0.97071	other
TEL-AML1-C42	other	0.00047	0.99953	other
TEL-AML1-C43	other	0.00076	0.99924	other
TEL-AML1-C44	other	0.00239	0.99761	other
TEL-AML1-C45	other	0.00423	0.99577	other
TEL-AML1-C46	other	0.00013	0.99987	other
TEL-AML1-C47	other	0.00024	0.99976	other
TEL-AML1-C48	other	1e-05	0.99999	other
TEL-AML1-C49 (testset)	other	0.00094	0.99906	other
TEL-AML1-C4 (testset)	other	1e-05	0.99999	other
TEL-AML1-C50	other	0.00461	0.99539	other
TEL-AML1-C51 (testset)	other	0.0059	0.9941	other
TEL-AML1-C52	other	2e-04	0.9998	other
TEL-AML1-C53 (testset)	other	0.01449	0.98551	other
TEL-AML1-C54	other	0	1	other
TEL-AML1-C55 (testset)	other	0.00017	0.99983	other
TEL-AML1-C56	other	8e-05	0.99992	other
TEL-AML1-C57	other	3e-05	0.99997	other
TEL-AML1-C5 (testset)	other	6e-05	0.99994	other
TEL-AML1-C6	other	3e-05	0.99997	other
TEL-AML1-C7	other	0.00043	0.99957	other
TEL-AML1-C8	other	0.06872	0.93128	other
TEL-AML1-C9	other	0.00442	0.99558	other
TEL-AML1-R1 (testset)	other	0.00052	0.99948	other
TEL-AML1-R2 (testset)	other	9e-05	0.99991	other
TEL-AML1-R3	other	0.00013	0.99987	other