GO:0009653


GO:0009653

morphogenesis
(annotated genes)

Biological
Process

Parent node

This leaf node contains 99 genes

The following 16 of these are used in classification:

 SymbolGenenameT-ALL scoreother score
38750_atNOTCH3 Notch homolog 3 (Drosophila)1.6827-0.2548
40511_atGATA3 GATA binding protein 31.347-0.2039
32706_atHIRA HIR histone cell cycle regulation defective homolog A (S. cerevisiae)0.5007-0.0758
40454_atFAT FAT tumor suppressor homolog 1 (Drosophila)0.3484-0.0528
34335_atEFNB2 ephrin-B2-0.19620.0297
38181_atMMP11 matrix metalloproteinase 11 (stromelysin 3)-0.15970.0242
33770_atCHUK conserved helix-loop-helix ubiquitous kinase0.1463-0.0221
38988_atWHSC1 Wolf-Hirschhorn syndrome candidate 10.1138-0.0172
34891_atDNCL1 dynein, cytoplasmic, light polypeptide 10.1085-0.0164
34490_f_atFSCN2 fascin homolog 2, actin-bundling protein, retinal (Strongylocentrotus purpuratus)-0.0750.0114
39350_atGPC3 glypican 30.0686-0.0104
38012_atFBN2 fibrillin 2 (congenital contractural arachnodactyly)-0.0510.0077
31655_atDNCL1 dynein, cytoplasmic, light polypeptide 10.0256-0.0039
31851_atRFP2 ret finger protein 20.0168-0.0025
37140_s_atED1 ectodermal dysplasia 1, anhidrotic-0.00579e-04
1695_atNEDD8 neural precursor cell expressed, developmentally down-regulated 80.004-6e-04

Performance on training data

 SensitivitySpecificity
T-ALL0.697671
other10.69767

Performance on test data

 SensitivitySpecificity
T-ALL0.697671
other10.69767

Predictions

 ClassT-ALLotherPredictionn
BCR-ABL-1 (testset)other0.001710.99829 other
BCR-ABL-2 (testset)other0.035270.96473 other
BCR-ABL-3 (testset)other0.002050.99795 other
BCR-ABL-4 (testset)other0.001780.99822 other
BCR-ABL-5 (testset)other0.007810.99219 other
BCR-ABL-6 (testset)other0.00330.9967 other
BCR-ABL-7 (testset)other0.001560.99844 other
BCR-ABL-8 (testset)other0.002320.99768 other
BCR-ABL-9 (testset)other0.002950.99705 other
BCR-ABL-C1 (testset)other0.017830.98217 other
BCR-ABL-Hyperdip-10 (testset)other0.002610.99739 other
BCR-ABL-Hyperdip-R5 (testset)other0.0020.998 other
BCR-ABL-R1 (testset)other0.004610.99539 other
BCR-ABL-R2 (testset)other0.033410.96659 other
BCR-ABL-R3 (testset)other0.005520.99448 other
E2A-PBX1-10 (testset)other0.009010.99099 other
E2A-PBX1-11 (testset)other0.018780.98122 other
E2A-PBX1-12 (testset)other0.003860.99614 other
E2A-PBX1-13 (testset)other0.076010.92399 other
E2A-PBX1-1 (testset)other0.007650.99235 other
E2A-PBX1-2 (testset)other0.029020.97098 other
E2A-PBX1-3 (testset)other0.004560.99544 other
E2A-PBX1-4 (testset)other0.009010.99099 other
E2A-PBX1-5 (testset)other0.009880.99012 other
E2A-PBX1-6 (testset)other0.007540.99246 other
E2A-PBX1-7 (testset)other0.012820.98718 other
E2A-PBX1-8 (testset)other0.005670.99433 other
E2A-PBX1-9 (testset)other0.069950.93005 other
E2A-PBX1-2M1 (testset)other0.006890.99311 other
E2A-PBX1-C10 (testset)other0.032180.96782 other
E2A-PBX1-C11 (testset)other0.006350.99365 other
E2A-PBX1-C12 (testset)other0.014030.98597 other
E2A-PBX1-C1 (testset)other0.003270.99673 other
E2A-PBX1-C2 (testset)other0.0070.993 other
E2A-PBX1-C3 (testset)other0.006510.99349 other
E2A-PBX1-C4 (testset)other0.009640.99036 other
E2A-PBX1-C5 (testset)other0.007920.99208 other
E2A-PBX1-C6 (testset)other0.01250.9875 other
E2A-PBX1-C7 (testset)other0.009950.99005 other
E2A-PBX1-C8 (testset)other0.32850.6715 other
E2A-PBX1-C9 (testset)other0.006240.99376 other
E2A-PBX1-R1 (testset)other0.003810.99619 other
Hyperdip-50-10 (testset)other0.00190.9981 other
Hyperdip-50-11 (testset)other0.005410.99459 other
Hyperdip-50-12 (testset)other0.009560.99044 other
Hyperdip-50-13 (testset)other0.000990.99901 other
Hyperdip-50-14 (testset)other0.003260.99674 other
Hyperdip-50-1 (testset)other0.001960.99804 other
Hyperdip-50-2 (testset)other0.001760.99824 other
Hyperdip-50-3 (testset)other0.002020.99798 other
Hyperdip-50-4 (testset)other0.010580.98942 other
Hyperdip-50-5 (testset)other0.001130.99887 other
Hyperdip-50-6 (testset)other0.001330.99867 other
Hyperdip-50-7 (testset)other0.013420.98658 other
Hyperdip-50-8 (testset)other0.001030.99897 other
Hyperdip-50-9 (testset)other0.001390.99861 other
Hyperdip-50-2M1 (testset)other0.001660.99834 other
Hyperdip-50-2M2 (testset)other0.002030.99797 other
Hyperdip-50-C10 (testset)other0.013150.98685 other
Hyperdip-50-C11 (testset)other0.001770.99823 other
Hyperdip-50-C12 (testset)other0.008660.99134 other
Hyperdip-50-C13 (testset)other0.001660.99834 other
Hyperdip-50-C14 (testset)other0.005360.99464 other
Hyperdip-50-C15 (testset)other0.001770.99823 other
Hyperdip-50-C16 (testset)other0.001840.99816 other
Hyperdip-50-C17 (testset)other0.005520.99448 other
Hyperdip-50-C18 (testset)other0.000720.99928 other
Hyperdip-50-C19 (testset)other0.085030.91497 other
Hyperdip-50-C1 (testset)other0.00210.9979 other
Hyperdip-50-C20 (testset)other0.000630.99937 other
Hyperdip-50-C21 (testset)other0.002390.99761 other
Hyperdip-50-C22 (testset)other0.003170.99683 other
Hyperdip-50-C23 (testset)other0.000830.99917 other
Hyperdip-50-C24 (testset)other0.013790.98621 other
Hyperdip-50-C25 (testset)other0.000970.99903 other
Hyperdip-50-C26 (testset)other0.001680.99832 other
Hyperdip-50-C27-N (testset)other0.014520.98548 other
Hyperdip-50-C28 (testset)other0.028890.97111 other
Hyperdip-50-C29 (testset)other0.001620.99838 other
Hyperdip-50-C2 (testset)other0.004820.99518 other
Hyperdip-50-C30 (testset)other0.003510.99649 other
Hyperdip-50-C31 (testset)other0.000540.99946 other
Hyperdip-50-C32 (testset)other0.001590.99841 other
Hyperdip-50-C33 (testset)other0.001190.99881 other
Hyperdip-50-C34 (testset)other0.004630.99537 other
Hyperdip-50-C35 (testset)other0.003560.99644 other
Hyperdip-50-C36 (testset)other0.000470.99953 other
Hyperdip-50-C37 (testset)other0.002640.99736 other
Hyperdip-50-C38 (testset)other0.001650.99835 other
Hyperdip-50-C39 (testset)other0.005530.99447 other
Hyperdip-50-C3 (testset)other0.002320.99768 other
Hyperdip-50-C40 (testset)other0.002460.99754 other
Hyperdip-50-C41 (testset)other8e-040.9992 other
Hyperdip-50-C42 (testset)other0.001190.99881 other
Hyperdip-50-C43 (testset)other0.030020.96998 other
Hyperdip-50-C4 (testset)other0.000970.99903 other
Hyperdip-50-C5 (testset)other0.002360.99764 other
Hyperdip-50-C6 (testset)other0.003450.99655 other
Hyperdip-50-C7 (testset)other0.001060.99894 other
Hyperdip-50-C8 (testset)other0.004830.99517 other
Hyperdip-50-C9 (testset)other8e-040.9992 other
Hyperdip-50-R1 (testset)other0.004070.99593 other
Hyperdip-50-R2 (testset)other0.001470.99853 other
Hyperdip-50-R3 (testset)other0.000910.99909 other
Hyperdip-50-R4 (testset)other0.003160.99684 other
Hyperdip-50-R5 (testset)other0.001830.99817 other
Hyperdip47-50-1 (testset)other0.002250.99775 other
Hyperdip47-50-2 (testset)other0.000840.99916 other
Hyperdip47-50-3 (testset)other0.023030.97697 other
Hyperdip47-50-2M1 (testset)other0.001640.99836 other
Hyperdip47-50-C10 (testset)other0.00250.9975 other
Hyperdip47-50-C11 (testset)other0.001880.99812 other
Hyperdip47-50-C12 (testset)other0.011130.98887 other
Hyperdip47-50-C13 (testset)other0.003010.99699 other
Hyperdip47-50-C14-N (testset)other0.007110.99289 other
Hyperdip47-50-C15 (testset)other0.019260.98074 other
Hyperdip47-50-C16 (testset)other0.002330.99767 other
Hyperdip47-50-C17 (testset)other0.002090.99791 other
Hyperdip47-50-C18 (testset)other0.002640.99736 other
Hyperdip47-50-C19 (testset)other0.007650.99235 other
Hyperdip47-50-C1 (testset)other0.002050.99795 other
Hyperdip47-50-C2 (testset)other0.012410.98759 other
Hyperdip47-50-C3-N (testset)other0.020950.97905 other
Hyperdip47-50-C4 (testset)other0.004280.99572 other
Hyperdip47-50-C5 (testset)other0.010390.98961 other
Hyperdip47-50-C6 (testset)other0.004840.99516 other
Hyperdip47-50-C7 (testset)other0.044910.95509 other
Hyperdip47-50-C8 (testset)other0.002860.99714 other
Hyperdip47-50-C9 (testset)other0.009010.99099 other
Hypodip-1 (testset)other0.00320.9968 other
Hypodip-2 (testset)other0.024770.97523 other
Hypodip-2M1 (testset)other0.007380.99262 other
Hypodip-C1 (testset)other0.081310.91869 other
Hypodip-C2 (testset)other0.004810.99519 other
Hypodip-C3 (testset)other0.004010.99599 other
Hypodip-C4 (testset)other0.007860.99214 other
Hypodip-C5 (testset)other0.00130.9987 other
Hypodip-C6 (testset)other0.00230.9977 other
MLL-1 (testset)other0.002160.99784 other
MLL-2 (testset)other0.006880.99312 other
MLL-3 (testset)other0.003430.99657 other
MLL-4 (testset)other0.000750.99925 other
MLL-5 (testset)other0.00340.9966 other
MLL-6 (testset)other0.001370.99863 other
MLL-7 (testset)other0.002830.99717 other
MLL-8 (testset)other0.001590.99841 other
MLL-2M1 (testset)other0.006330.99367 other
MLL-2M2 (testset)other0.001160.99884 other
MLL-C1 (testset)other0.002370.99763 other
MLL-C2 (testset)other0.002310.99769 other
MLL-C3 (testset)other0.005040.99496 other
MLL-C4 (testset)other0.003320.99668 other
MLL-C5 (testset)other0.001890.99811 other
MLL-C6 (testset)other0.002670.99733 other
MLL-R1 (testset)other0.019710.98029 other
MLL-R2 (testset)other0.001930.99807 other
MLL-R3 (testset)other0.003390.99661 other
MLL-R4 (testset)other0.009310.99069 other
Normal-1 (testset)other0.005390.99461 other
Normal-2 (testset)other0.016120.98388 other
Normal-3 (testset)other0.00580.9942 other
Normal-C1-N (testset)other0.007160.99284 other
Normal-C10 (testset)other0.005150.99485 other
Normal-C11-N (testset)other0.014420.98558 other
Normal-C12 (testset)other0.006180.99382 other
Normal-C2-N (testset)other0.015710.98429 other
Normal-C3-N (testset)other0.019890.98011 other
Normal-C4-N (testset)other0.068060.93194 other
Normal-C5 (testset)other0.013180.98682 other
Normal-C6 (testset)other0.015180.98482 other
Normal-C7-N (testset)other0.025460.97454 other
Normal-C8 (testset)other0.000440.99956 other
Normal-C9 (testset)other0.000550.99945 other
Normal-R1 (testset)other0.002640.99736 other
Normal-R2-N (testset)other0.022420.97758 other
Normal-R3 (testset)other0.0040.996 other
Pseudodip-1 (testset)other0.002610.99739 other
Pseudodip-2 (testset)other0.046440.95356 other
Pseudodip-3 (testset)other0.00480.9952 other
Pseudodip-4 (testset)other0.002690.99731 other
Pseudodip-5 (testset)other0.002760.99724 other
Pseudodip-6 (testset)other0.004570.99543 other
Pseudodip-7 (testset)other0.002770.99723 other
Pseudodip-8-N (testset)other0.016810.98319 other
Pseudodip-9 (testset)other0.003390.99661 other
Pseudodip-C10 (testset)other0.192110.80789 other
Pseudodip-C11 (testset)other0.003190.99681 other
Pseudodip-C12 (testset)other0.001870.99813 other
Pseudodip-C13 (testset)other0.003090.99691 other
Pseudodip-C14 (testset)other0.000890.99911 other
Pseudodip-C15 (testset)other0.004560.99544 other
Pseudodip-C16-N (testset)other0.021350.97865 other
Pseudodip-C17 (testset)other0.001290.99871 other
Pseudodip-C18 (testset)other0.05190.9481 other
Pseudodip-C19 (testset)other0.011870.98813 other
Pseudodip-C1 (testset)other0.060470.93953 other
Pseudodip-C2-N (testset)other0.004620.99538 other
Pseudodip-C3 (testset)other0.001060.99894 other
Pseudodip-C4 (testset)other0.004990.99501 other
Pseudodip-C5 (testset)other0.001630.99837 other
Pseudodip-C6 (testset)other0.001710.99829 other
Pseudodip-C7 (testset)other0.01610.9839 other
Pseudodip-C8 (testset)other0.001610.99839 other
Pseudodip-C9 (testset)other0.002290.99771 other
Pseudodip-R1-N (testset)other0.009590.99041 other
T-ALL-10 (testset)T-ALL0.325220.67478 other
T-ALL-1 (testset)T-ALL0.999770.00023 T-ALL
T-ALL-2 (testset)T-ALL0.019650.98035 other
T-ALL-3 (testset)T-ALL0.999820.00018 T-ALL
T-ALL-4 (testset)T-ALL0.99490.0051 T-ALL
T-ALL-5 (testset)T-ALL0.999991e-05 T-ALL
T-ALL-6 (testset)T-ALL0.998870.00113 T-ALL
T-ALL-7 (testset)T-ALL0.974040.02596 T-ALL
T-ALL-8 (testset)T-ALL0.994120.00588 T-ALL
T-ALL-9 (testset)T-ALL0.163420.83658 other
T-ALL-2M1 (testset)T-ALL0.049790.95021 other
T-ALL-C10 (testset)T-ALL0.999946e-05 T-ALL
T-ALL-C11 (testset)T-ALL0.927580.07242 T-ALL
T-ALL-C12 (testset)T-ALL0.999991e-05 T-ALL
T-ALL-C13 (testset)T-ALL0.837910.16209 T-ALL
T-ALL-C14 (testset)T-ALL0.582270.41773 T-ALL
T-ALL-C15 (testset)T-ALL0.368840.63116 other
T-ALL-C16 (testset)T-ALL0.072250.92775 other
T-ALL-C17 (testset)T-ALL0.857920.14208 T-ALL
T-ALL-C18 (testset)T-ALL0.936440.06356 T-ALL
T-ALL-C19 (testset)T-ALL0.825930.17407 T-ALL
T-ALL-C1 (testset)T-ALL0.279220.72078 other
T-ALL-C20 (testset)T-ALL0.998210.00179 T-ALL
T-ALL-C21 (testset)T-ALL0.99590.0041 T-ALL
T-ALL-C22 (testset)T-ALL0.163510.83649 other
T-ALL-C23 (testset)T-ALL0.986770.01323 T-ALL
T-ALL-C24 (testset)T-ALL0.191340.80866 other
T-ALL-C25 (testset)T-ALL0.737440.26256 T-ALL
T-ALL-C26 (testset)T-ALL0.969690.03031 T-ALL
T-ALL-C2 (testset)T-ALL0.908880.09112 T-ALL
T-ALL-C3 (testset)T-ALL0.99991e-04 T-ALL
T-ALL-C4 (testset)T-ALL0.982180.01782 T-ALL
T-ALL-C5 (testset)T-ALL0.023870.97613 other
T-ALL-C6 (testset)T-ALL0.810330.18967 T-ALL
T-ALL-C7 (testset)T-ALL0.998760.00124 T-ALL
T-ALL-C8 (testset)T-ALL0.28960.7104 other
T-ALL-C9 (testset)T-ALL0.731640.26836 T-ALL
T-ALL-R1 (testset)T-ALL0.979650.02035 T-ALL
T-ALL-R2 (testset)T-ALL0.981880.01812 T-ALL
T-ALL-R3 (testset)T-ALL0.177230.82277 other
T-ALL-R4 (testset)T-ALL0.675320.32468 T-ALL
T-ALL-R5 (testset)T-ALL0.051810.94819 other
T-ALL-R6 (testset)T-ALL0.842450.15755 T-ALL
TEL-AML1-10 (testset)other0.000260.99974 other
TEL-AML1-11 (testset)other0.003680.99632 other
TEL-AML1-12 (testset)other0.001560.99844 other
TEL-AML1-13 (testset)other0.001430.99857 other
TEL-AML1-14 (testset)other0.024060.97594 other
TEL-AML1-1 (testset)other0.003940.99606 other
TEL-AML1-2 (testset)other0.003160.99684 other
TEL-AML1-3 (testset)other0.008990.99101 other
TEL-AML1-4 (testset)other0.001120.99888 other
TEL-AML1-5 (testset)other0.003280.99672 other
TEL-AML1-6 (testset)other0.001840.99816 other
TEL-AML1-7 (testset)other0.002040.99796 other
TEL-AML1-8 (testset)other0.003370.99663 other
TEL-AML1-9 (testset)other0.002790.99721 other
TEL-AML1-2M1 (testset)other0.001720.99828 other
TEL-AML1-2M2 (testset)other0.002160.99784 other
TEL-AML1-2M3 (testset)other0.002040.99796 other
TEL-AML1-2M4 (testset)other0.001490.99851 other
TEL-AML1-2M5 (testset)other0.014490.98551 other
TEL-AML1-C10 (testset)other0.004430.99557 other
TEL-AML1-C11 (testset)other0.001130.99887 other
TEL-AML1-C12 (testset)other0.007030.99297 other
TEL-AML1-C13 (testset)other0.003440.99656 other
TEL-AML1-C14 (testset)other0.00180.9982 other
TEL-AML1-C15 (testset)other0.008050.99195 other
TEL-AML1-C16 (testset)other0.002690.99731 other
TEL-AML1-C17 (testset)other0.00290.9971 other
TEL-AML1-C18 (testset)other0.005340.99466 other
TEL-AML1-C19 (testset)other0.002510.99749 other
TEL-AML1-C1 (testset)other0.016360.98364 other
TEL-AML1-C20 (testset)other0.001680.99832 other
TEL-AML1-C21 (testset)other0.001690.99831 other
TEL-AML1-C22 (testset)other0.042040.95796 other
TEL-AML1-C23 (testset)other0.026420.97358 other
TEL-AML1-C24 (testset)other0.00320.9968 other
TEL-AML1-C25 (testset)other0.00430.9957 other
TEL-AML1-C26 (testset)other0.0260.974 other
TEL-AML1-C27 (testset)other0.010390.98961 other
TEL-AML1-C28 (testset)other0.001760.99824 other
TEL-AML1-C29 (testset)other0.004220.99578 other
TEL-AML1-C2 (testset)other0.001170.99883 other
TEL-AML1-C30 (testset)other0.002020.99798 other
TEL-AML1-C31 (testset)other0.000940.99906 other
TEL-AML1-C32 (testset)other0.00210.9979 other
TEL-AML1-C33 (testset)other0.001640.99836 other
TEL-AML1-C34 (testset)other0.001360.99864 other
TEL-AML1-C35 (testset)other0.009170.99083 other
TEL-AML1-C36 (testset)other0.016070.98393 other
TEL-AML1-C37 (testset)other0.002730.99727 other
TEL-AML1-C38 (testset)other0.002720.99728 other
TEL-AML1-C39 (testset)other0.011120.98888 other
TEL-AML1-C3 (testset)other0.044860.95514 other
TEL-AML1-C40 (testset)other0.001570.99843 other
TEL-AML1-C41 (testset)other0.000970.99903 other
TEL-AML1-C42 (testset)other0.012470.98753 other
TEL-AML1-C43 (testset)other0.000910.99909 other
TEL-AML1-C44 (testset)other0.016140.98386 other
TEL-AML1-C45 (testset)other0.005390.99461 other
TEL-AML1-C46 (testset)other0.001480.99852 other
TEL-AML1-C47 (testset)other0.00120.9988 other
TEL-AML1-C48 (testset)other0.002430.99757 other
TEL-AML1-C49 (testset)other0.002350.99765 other
TEL-AML1-C4 (testset)other0.002280.99772 other
TEL-AML1-C50 (testset)other0.006860.99314 other
TEL-AML1-C51 (testset)other0.002260.99774 other
TEL-AML1-C52 (testset)other0.00380.9962 other
TEL-AML1-C53 (testset)other0.005220.99478 other
TEL-AML1-C54 (testset)other0.001270.99873 other
TEL-AML1-C55 (testset)other0.009410.99059 other
TEL-AML1-C56 (testset)other0.006260.99374 other
TEL-AML1-C57 (testset)other0.005720.99428 other
TEL-AML1-C5 (testset)other0.004050.99595 other
TEL-AML1-C6 (testset)other0.000660.99934 other
TEL-AML1-C7 (testset)other0.001970.99803 other
TEL-AML1-C8 (testset)other0.003170.99683 other
TEL-AML1-C9 (testset)other0.005910.99409 other
TEL-AML1-R1 (testset)other0.001520.99848 other
TEL-AML1-R2 (testset)other0.001550.99845 other
TEL-AML1-R3 (testset)other0.006280.99372 other

 


Generated by StAM on Tue Sep 7 18:39:53 2004