GO:0009653


GO:0009653

morphogenesis
(annotated genes)

Biological
Process

Parent node

This leaf node contains 99 genes

The following 77 of these are used in classification:

 SymbolGenenameADENO scoreNORMAL score
39350_atGPC3 glypican 3-0.27382.239
897_atPKD1 polycystic kidney disease 1 (autosomal dominant)-0.08240.6734
38918_atSOX13 SRY (sex determining region Y)-box 13-0.07880.6441
34335_atEFNB2 ephrin-B2-0.07790.6368
33558_atTBX5 T-box 5-0.07720.6314
205_g_atHOXA4 homeo box A4-0.07250.593
38772_atCYR61 cysteine-rich, angiogenic inducer, 61-0.06650.5439
38181_atMMP11 matrix metalloproteinase 11 (stromelysin 3)0.0639-0.5224
380_atTBX5 T-box 5-0.06310.5163
37920_atPITX1 paired-like homeodomain transcription factor 10.0587-0.4797
32521_atSFRP1 secreted frizzled-related protein 1-0.05650.4617
34296_atMID1 midline 1 (Opitz/BBB syndrome)-0.05570.4551
1237_atIER3 immediate early response 30.0551-0.4504
40403_atMYOC myocilin, trabecular meshwork inducible glucocorticoid response-0.05070.4149
864_atHLXB9 homeo box HB90.0492-0.4023
31851_atRFP2 ret finger protein 2-0.04880.3988
204_atHOXA4 homeo box A4-0.04810.3932
40454_atFAT FAT tumor suppressor homolog 1 (Drosophila)0.0462-0.378
34334_atEFNB2 ephrin-B2-0.04130.3381
40445_atELF3 E74-like factor 3 (ets domain transcription factor, epithelial-specific )0.0397-0.3249
34891_atDNCL1 dynein, cytoplasmic, light polypeptide 1-0.03640.2979
40328_atTWIST1 twist homolog 1 (acrocephalosyndactyly 3; Saethre-Chotzen syndrome) (Drosophila)0.035-0.2862
31669_s_atHOXA11 homeo box A110.0344-0.281
836_atPTCH patched homolog (Drosophila)-0.03230.2644
1526_i_atFGF8 fibroblast growth factor 8 (androgen-induced)0.0323-0.2644
36702_atTBX19 T-box 19-0.03080.2515
38439_atNFE2L1 nuclear factor (erythroid-derived 2)-like 1-0.02980.2439
31602_atTBX6 T-box 60.029-0.2373
36708_atCPM carboxypeptidase M-0.02870.2343
34488_i_atFSCN2 fascin homolog 2, actin-bundling protein, retinal (Strongylocentrotus purpuratus)0.0282-0.231
40864_atRAC1 ras-related C3 botulinum toxin substrate 1 (rho family, small GTP binding protein Rac1)-0.02680.2194
33128_s_atCST6 cystatin E/M-0.02680.219
31513_atLBX1 transcription factor similar to D. melanogaster homeodomain protein lady bird late0.0256-0.2094
163_atDVL1 dishevelled, dsh homolog 1 (Drosophila)0.0252-0.2057
40393_atHOXA4 homeo box A4-0.02480.2025
1853_atWNT1 wingless-type MMTV integration site family, member 10.0247-0.202
41586_atFGF18 fibroblast growth factor 18-0.02440.1998
33565_atTSHB thyroid stimulating hormone, beta-0.02430.1984
1902_atERCC1 excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence)0.0225-0.1838
41869_atPES1 pescadillo homolog 1, containing BRCT domain (zebrafish)0.0199-0.1624
38988_atWHSC1 Wolf-Hirschhorn syndrome candidate 10.0185-0.1516
41700_atF2R coagulation factor II (thrombin) receptor-0.01810.1481
121_atPAX8 paired box gene 8-0.01810.148
38214_atPTCH patched homolog (Drosophila)0.0169-0.1384
34627_atKRTHA5 keratin, hair, acidic, 5-0.01620.1327
34251_atHOXB5 homeo box B5-0.01580.1293
36519_atERCC1 excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence)0.0155-0.1267
38959_s_atCASR calcium-sensing receptor (hypocalciuric hypercalcemia 1, severe neonatal hyperparathyroidism)0.0155-0.1263
41027_atFOXC1 forkhead box C10.0148-0.1207
37139_atED1 ectodermal dysplasia 1, anhidrotic-0.01420.1159
1525_s_atFGF8 fibroblast growth factor 8 (androgen-induced)0.0138-0.1129
41427_atWNT11 wingless-type MMTV integration site family, member 110.0137-0.1124
2050_s_atRAC1 ras-related C3 botulinum toxin substrate 1 (rho family, small GTP binding protein Rac1)-0.01280.1048
34986_atEVA1 epithelial V-like antigen 10.011-0.09
32474_atPAX7 paired box gene 70.0108-0.0886
32300_s_atTH tyrosine hydroxylase0.0106-0.087
33129_atCST6 cystatin E/M0.0102-0.0835
36508_atGPC4 glypican 40.0101-0.0827
33684_atWNT2B wingless-type MMTV integration site family, member 2B-0.00920.0754
31655_atDNCL1 dynein, cytoplasmic, light polypeptide 1-0.00920.0752
31620_atTBX10 T-box 100.009-0.0739
34489_f_atFSCN2 fascin homolog 2, actin-bundling protein, retinal (Strongylocentrotus purpuratus)-0.00820.0671
1878_g_atERCC1 excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence)0.0078-0.064
145_s_atTBX5 T-box 5-0.00730.0599
37073_atEYA1 eyes absent homolog 1 (Drosophila)-0.00710.0578
36018_atSOX10 SRY (sex determining region Y)-box 100.0063-0.0517
34631_atEYA4 eyes absent homolog 4 (Drosophila)-0.00590.0479
996_atFGF1 fibroblast growth factor 1 (acidic)-0.00540.0442
41588_atFGF18 fibroblast growth factor 18-0.00350.0288
39297_atMAB21L1 mab-21-like 1 (C. elegans)-0.00350.0287
38750_atNOTCH3 Notch homolog 3 (Drosophila)0.0031-0.0256
39605_atFOXG1B forkhead box G1B0.0015-0.0124
33330_atCLTCL1 clathrin, heavy polypeptide-like 10.0012-0.0097
160040_atEDN3 endothelin 3-8e-040.0063
36370_atFOXE1 forkhead box E1 (thyroid transcription factor 2)6e-04-0.0047
38958_atCASR calcium-sensing receptor (hypocalciuric hypercalcemia 1, severe neonatal hyperparathyroidism)4e-04-0.0036
1855_atFGF3 fibroblast growth factor 3 (murine mammary tumor virus integration site (v-int-2) oncogene homolog)1e-04-4e-04

Performance on training data

 SensitivitySpecificity
ADENO0.964030.88235
NORMAL0.882350.96403

Performance on test data

 SensitivitySpecificity
ADENO0.964030.88235
NORMAL0.882350.96403

Predictions

 ClassADENONORMALPredictionn
CL2001031608AA (testset)ADENO0.9940.006 ADENO
CL2001031611AA (testset)ADENO0.999820.00018 ADENO
CL2001031612AA (testset)ADENO0.993770.00623 ADENO
CL2001031613AA (testset)ADENO0.901630.09837 ADENO
CL2001031615AA (testset)ADENO10 ADENO
CL2001031616AA (testset)ADENO0.998520.00148 ADENO
CL2001031618AA (testset)ADENO0.999919e-05 ADENO
CL2001031622AA (testset)ADENO0.997870.00213 ADENO
CL2001031625AA (testset)ADENO0.999982e-05 ADENO
CL2001031627AA (testset)ADENO0.999760.00024 ADENO
CL2001031628AA (testset)ADENO0.99982e-04 ADENO
CL2001031629AA (testset)ADENO0.999991e-05 ADENO
CL2001031630AA (testset)ADENO10 ADENO
CL2001031631AA (testset)ADENO10 ADENO
CL2001031632AA (testset)ADENO0.993970.00603 ADENO
CL2001031634AA (testset)ADENO10 ADENO
CL2001031635AA (testset)ADENO10 ADENO
CL2001031636AA (testset)ADENO10 ADENO
CL2001032002AA (testset)ADENO0.99991e-04 ADENO
CL2001032005AA (testset)ADENO10 ADENO
CL2001032008AA (testset)ADENO10 ADENO
CL2001032009AA (testset)ADENO10 ADENO
CL2001032011AA (testset)ADENO0.999190.00081 ADENO
CL2001032012AA (testset)ADENO0.999870.00013 ADENO
CL2001032013AA (testset)ADENO0.998590.00141 ADENO
CL2001032015AA (testset)ADENO0.981840.01816 ADENO
CL2001032016AA (testset)ADENO10 ADENO
CL2001032019AA (testset)ADENO0.999946e-05 ADENO
CL2001032020AA (testset)ADENO0.999991e-05 ADENO
CL2001032025AA (testset)ADENO0.999350.00065 ADENO
CL2001032026AA (testset)ADENO0.999830.00017 ADENO
CL2001032027AA (testset)ADENO0.999460.00054 ADENO
CL2001032030AA (testset)ADENO10 ADENO
CL2001032031AA (testset)ADENO0.965450.03455 ADENO
CL2001032032AA (testset)ADENO0.998990.00101 ADENO
CL2001032034AA (testset)ADENO0.112550.88745 NORMAL
CL2001032036AA (testset)ADENO0.026090.97391 NORMAL
CL2001032103AA (testset)ADENO10 ADENO
CL2001032104AA (testset)ADENO10 ADENO
CL2001032105AA (testset)ADENO10 ADENO
CL2001032107AA (testset)ADENO10 ADENO
CL2001032108AA (testset)ADENO0.999964e-05 ADENO
CL2001032109AA (testset)ADENO0.999964e-05 ADENO
CL2001032110AA (testset)ADENO0.999580.00042 ADENO
CL2001032111AA (testset)ADENO0.999982e-05 ADENO
CL2001032113AA (testset)ADENO10 ADENO
CL2001032114AA (testset)ADENO0.999973e-05 ADENO
CL2001032115AA (testset)ADENO10 ADENO
CL2001032116AA (testset)ADENO0.999964e-05 ADENO
CL2001032117AA (testset)ADENO0.999160.00084 ADENO
CL2001032125AA (testset)ADENO10 ADENO
CL2001032130AA (testset)ADENO0.999991e-05 ADENO
CL2001032132AA (testset)ADENO0.992360.00764 ADENO
CL2001032134AA (testset)ADENO0.971390.02861 ADENO
CL2001032135AA (testset)ADENO0.868720.13128 ADENO
CL2001032136AA (testset)ADENO0.998520.00148 ADENO
CL2001032138AA (testset)ADENO0.999740.00026 ADENO
CL2001032141AA (testset)ADENO0.999991e-05 ADENO
CL2001032142AA (testset)ADENO0.225630.77437 NORMAL
CL2001032149AA (testset)ADENO0.999690.00031 ADENO
CL2001032155AA (testset)ADENO0.595810.40419 ADENO
CL2001032156AA (testset)ADENO0.965870.03413 ADENO
CL2001032211AA (testset)ADENO0.999964e-05 ADENO
CL2001032212AA (testset)ADENO0.999982e-05 ADENO
CL2001032213AA (testset)ADENO0.992340.00766 ADENO
CL2001032214AA (testset)ADENO0.00280.9972 NORMAL
CL2001032229AA (testset)ADENO0.999919e-05 ADENO
CL2001032232AA (testset)ADENO0.995280.00472 ADENO
CL2001032233AA (testset)ADENO10 ADENO
CL2001032241AA (testset)ADENO0.999850.00015 ADENO
CL2001032242AA (testset)ADENO10 ADENO
CL2001032243AA (testset)ADENO0.814780.18522 ADENO
CL2001032248AA (testset)ADENO10 ADENO
CL2001032249AA (testset)ADENO0.999670.00033 ADENO
CL2001032252AA (testset)ADENO0.999991e-05 ADENO
CL2001032254AA (testset)ADENO10 ADENO
CL2001032255AA (testset)ADENO0.999991e-05 ADENO
CL2001032259AA (testset)ADENO0.999991e-05 ADENO
CL2001032301AA (testset)ADENO0.99680.0032 ADENO
CL2001032306AA (testset)ADENO0.999620.00038 ADENO
CL2001032307AA (testset)ADENO0.707280.29272 ADENO
CL2001032308AA (testset)ADENO0.999946e-05 ADENO
CL2001032309AA (testset)ADENO0.999964e-05 ADENO
CL2001032310AA (testset)ADENO0.999973e-05 ADENO
CL2001032311AA (testset)ADENO0.999991e-05 ADENO
CL2001032312AA (testset)ADENO0.999973e-05 ADENO
CL2001032313AA (testset)ADENO0.999870.00013 ADENO
CL2001032314AA (testset)ADENO0.916080.08392 ADENO
CL2001032316AA (testset)ADENO0.999919e-05 ADENO
CL2001032601AA (testset)ADENO10 ADENO
CL2001032602AA (testset)ADENO0.999991e-05 ADENO
CL2001032604AA (testset)ADENO0.999982e-05 ADENO
CL2001032610AA (testset)ADENO0.999890.00011 ADENO
CL2001032612AA (testset)ADENO0.999991e-05 ADENO
CL2001032613AA (testset)ADENO0.999991e-05 ADENO
CL2001032614AA (testset)ADENO0.999991e-05 ADENO
CL2001032616AA (testset)ADENO0.997890.00211 ADENO
CL2001032617AA (testset)ADENO0.999790.00021 ADENO
CL2001032620AA (testset)ADENO0.999991e-05 ADENO
CL2001032625AA (testset)ADENO10 ADENO
CL2001032628AA (testset)ADENO10 ADENO
CL2001032638AA (testset)ADENO0.999720.00028 ADENO
CL2001032640AA (testset)ADENO10 ADENO
CL2001032643AA (testset)ADENO0.999955e-05 ADENO
CL2001032647AA (testset)ADENO0.9930.007 ADENO
CL2001032701AA (testset)ADENO0.999955e-05 ADENO
CL2001032702AA (testset)ADENO0.999330.00067 ADENO
CL2001032703AA (testset)ADENO0.999991e-05 ADENO
CL2001032704AA (testset)ADENO0.96390.0361 ADENO
CL2001032706AA (testset)ADENO0.998270.00173 ADENO
CL2001032709AA (testset)ADENO10 ADENO
CL2001032716AA (testset)ADENO0.996560.00344 ADENO
CL2001032717AA (testset)ADENO10 ADENO
CL2001032729AA (testset)ADENO0.999964e-05 ADENO
CL2001032730AA (testset)ADENO10 ADENO
CL2001032733AA (testset)ADENO10 ADENO
CL2001032738AA (testset)ADENO0.999991e-05 ADENO
CL2001032742AA (testset)ADENO0.999570.00043 ADENO
CL2001032746AA (testset)ADENO0.995810.00419 ADENO
CL2001032747AA (testset)ADENO0.998980.00102 ADENO
CL2001032833AA (testset)ADENO10 ADENO
CL2001032836AA (testset)ADENO0.999982e-05 ADENO
CL2001032838AA (testset)ADENO10 ADENO
CL2001032839AA (testset)ADENO0.999991e-05 ADENO
CL2001032841AA (testset)ADENO10 ADENO
CL2001032842AA (testset)ADENO0.99991e-04 ADENO
CL2001032843AA (testset)ADENO0.999973e-05 ADENO
CL2001032845AA (testset)ADENO10 ADENO
CL2001032846AA (testset)ADENO0.999991e-05 ADENO
CL2001032848AA (testset)ADENO0.001720.99828 NORMAL
CL2001032856AA (testset)ADENO0.999982e-05 ADENO
CL2001032857AA (testset)ADENO0.999991e-05 ADENO
CL2001040305AA (testset)ADENO10 ADENO
CL2001040306AA (testset)ADENO0.999982e-05 ADENO
CL2001041708AA (testset)ADENO0.999991e-05 ADENO
CL2001041711AA (testset)ADENO10 ADENO
CL2001041716AA (testset)ADENO0.999040.00096 ADENO
CL2001042505AA (testset)ADENO10 ADENO
CL2001042506AA (testset)ADENO0.999973e-05 ADENO
CL2001032010AA (testset)NORMAL0.138150.86185 NORMAL
CL2001032041AA (testset)NORMAL0.00230.9977 NORMAL
CL2001032043AA (testset)NORMAL1e-050.99999 NORMAL
CL2001032045AA (testset)NORMAL0.001980.99802 NORMAL
CL2001032046AA (testset)NORMAL0.002040.99796 NORMAL
CL2001032102AA (testset)NORMAL0.000520.99948 NORMAL
CL2001032128AA (testset)NORMAL1e-050.99999 NORMAL
CL2001032147AA (testset)NORMAL8e-050.99992 NORMAL
CL2001032202AA (testset)NORMAL0.000280.99972 NORMAL
CL2001032206AA (testset)NORMAL0.001210.99879 NORMAL
CL2001032220AA (testset)NORMAL0.002760.99724 NORMAL
CL2001032256AA (testset)NORMAL0.504640.49536 ADENO
CL2001032304AA (testset)NORMAL0.033490.96651 NORMAL
CL2001032718AA (testset)NORMAL01 NORMAL
CL2001032724AA (testset)NORMAL0.72350.2765 ADENO
CL2001032725AA (testset)NORMAL0.000320.99968 NORMAL
CL2001032727AA (testset)NORMAL0.021470.97853 NORMAL

 


Generated by StAM on Tue Sep 7 18:10:25 2004