Output from the MATLAB Script Outcome1.m,   

Important Gene List, SVM direction, Died vs. Survived


Rank     Gene Name
  1   phosphoserine phosphatase-like N75028 
  2   carbonic anhydrase II H23187 
  3   Homo sapiens mRNA; cDNA DKFZp564O2364 (from clone DKFZp564O2364) W90240 
  4   keratin 13 W23757 
  5   collagen, type III, alpha 1 (Ehlers-Danlos syndrome type IV, autosomal dominant) AI679372 
  6   solute carrier family 11 (proton-coupled divalent metal ion transporters), member 3 AA056733 
  7   chromosome 20 open reading frame 16 H93328 
  8   phosphatidylinositol-4-phosphate 5-kinase, type II, beta H80263 
  9   Homo sapiens, clone MGC:22588 IMAGE:4696566, mRNA, complete cds N74131 
 10   solute carrier family 16 (monocarboxylic acid transporters), member 4 R73003 
 11   GATA binding protein 3 R31441 
 12   crystallin, zeta (quinone reductase) R13434 
 13   abhydrolase domain containing 2 AA454207 
 14   Homo sapiens cDNA FLJ30904 fis, clone FEBRA2005824 N35592 
 15   v-myb myeloblastosis viral oncogene homolog (avian) N49284 
 16   3-hydroxybutyrate dehydrogenase (heart, mitochondrial) T67057 
 17   Homo sapiens cDNA FLJ11918 fis, clone HEMBB1000272 N39240 
 18   putative G protein-coupled receptor H50224 
 19   topoisomerase (DNA) II alpha (170kD) AA504348 
 20   fibromodulin AA485748 
 21   **mitochondrial ribosomal protein S14 T51290 
 22   phosphoserine phosphatase AA488432 
 23   coagulation factor XIII, A1 polypeptide AA448599 
 24   asporin (LRR class 1) T60482 
 25   cyclin-dependent kinase inhibitor 1A (p21, Cip1) N23941 
 26   v-erb-b2 erythroblastic leukemia viral oncogene homolog 3 (avian) AA042878 
 27   putative UDP-GalNAc:polypeptide N-acetylgalactosaminyltransferase T9 T51229 
 28   protein kinase C, mu N53380 
 29   ESTs AA151994 
 30   HSPC150 protein similar to ubiquitin-conjugating enzyme AA460431 
 31   COBW-like protein AA135451 
 32   islet cell autoantigen 1 (69kD) AA482169 
 33   major histocompatibility complex, class II, DR beta 3 H52245 
 34   keratin 13 W60057 
 35   KIAA0102 gene product AA487265 
 36   RAB6A, member RAS oncogene family N70212 
 37   angiotensin receptor 1 H66070 
 38   uncharacterized bone marrow protein BM046 N59846 
 39   insulin-like growth factor binding protein 2 (36kD) H78560 
 40   collagen, type XI, alpha 1 R31701 
 41   N74084 
 42   ESTs, Weakly similar to S71512 hypothetical protein T2 - mouse [M.musculus] AA133777 
 43   CD37 antigen AA676453 
 44   **ESTs, Highly similar to ZN83_HUMAN Zinc finger protein 83 (Zinc finger protein HPF1) [H.sapiens] AA166907 
 45   BTG family, member 2 H69582 
 46   chromobox homolog 1 (HP1 beta homolog Drosophila ) AA448667 
 47   S100 calcium binding protein A1 AA425934 
 48   endothelial and smooth muscle cell-derived neuropilin-like protein H99543 
 49   Duffy blood group T74141 
 50   cathepsin K (pycnodysostosis) R00859 
 51   PPAR binding protein T57034 
 52   ESTs, Weakly similar to T48187 hypothetical protein F7A7.180 - Arabidopsis thaliana [A.thaliana] H39221 
 53   protease, serine, 23 AA431796 
 54   Homo sapiens cDNA: FLJ23160 fis, clone LNG09682 N52554 
 55   hypothetical protein FLJ20605 T63490 
 56   HRAS-like suppressor 3 AA476438 
 57   Homo sapiens cDNA: FLJ22030 fis, clone HEP08669 H09164 
 58   regulator of nonsense transcripts 2 T56874 
 59   multiple endocrine neoplasia I AA400234 
 60   **myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila) N77807 
 61   WD repeat domain 13 AA486356 
 62   pp21 homolog H96654 
 63   KIAA0397 gene product AA291833 
 64   Homo sapiens mRNA; cDNA DKFZp761M0111 (from clone DKFZp761M0111) N64505 
 65   lipin 1 AA446821 
 66   hypothetical gene ZD52F10 AA457707 
 67   transcription factor A, mitochondrial AA150777 
 68   Fc fragment of IgG binding protein R52030 
 69   integrin, beta 4 AA485668 
 70   skeletal muscle and kidney enriched inositol phosphatase AA449154 
 71   phosphoribosyl pyrophosphate synthetase-associated protein 1 R20005 
 72   signal recognition particle 72kD W32523 
 73   anti-oxidant protein 2 (non-selenium glutathione peroxidase, acidic calcium-independent phospholipase A2) AA598874 
 74   cytochrome c R63543 
 75   hypothetical protein MGC3133 R78514 
 76   solute carrier family 26 (sulfate transporter), member 2 N73101 
 77   **glucose phosphate isomerase H88540 
 78   chemokine (C-X3-C) receptor 1 N51278 
 79   SBBI31 protein AA007634 
 80   microtubule-associated protein 1 light chain 3 alpha AA115532 
 81   KIAA0354 gene product AA062802 
 82   membrane-spanning 4-domains, subfamily A, member 7 T62699 
 83   similar to rat tricarboxylate carrier-like protein AA293453 
 84   optineurin R70518 
 85   aquaporin 1 (channel-forming integral protein, 28kD) H23036 
 86   **proline rich 4 (lacrimal) R39258 
 87   collectin sub-family member 12 N53421 
 88   KIAA0429 gene product AA676805 
 89   choline phosphotransferase 1 R18933 
 90   cleavage and polyadenylation specific factor 2, 100kD subunit H52390 
 91   hypothetical protein FLJ13110 AA431233 
 92   Homo sapiens mRNA; cDNA DKFZp434E033 (from clone DKFZp434E033) N63001 
 93   hypothetical protein FLJ32499 W56526 
 94   **angiotensin receptor-like 1 N51944 
 95   fibroblast growth factor receptor 2 (bacteria-expressed kinase, keratinocyte growth factor receptor, craniofacial dysostosis 1, Crouzon syndrome, Pfeiffer syndrome, Jackson-Weiss syndrome) AA443093 
 96   emopamil binding protein (sterol isomerase) N67038 
 97   zinc finger protein 42 (myeloid-specific retinoic acid- responsive) AA279940 
 98   Kruppel-like factor 3 (basic) R06749 
 99   ganglioside induced differentiation associated protein 2 AA127840 
 100   fragile X mental retardation, autosomal homolog 1 N73976 
 -100   olfactomedin 1 H23123 
 -99   S100 calcium binding protein A2 AA458884 
 -98   myosin light chain 2a N93941 
 -97   tetraspan 5 H23278 
 -96   serine protease inhibitor, Kunitz type, 2 AA031287 
 -95   hypothetical protein FLJ20481 N32611 
 -94   phosphodiesterase 7A H65033 
 -93   p21/Cdc42/Rac1-activated kinase 1 (STE20 homolog, yeast) R15832 
 -92   zinc finger, DHHC domain containing 2 R09490 
 -91   gamma-aminobutyric acid (GABA) A receptor, epsilon H63532 
 -90   Homo sapiens, clone IMAGE:3536536, mRNA AA405571 
 -89   keratin 19 AA464250 
 -88   **serine (or cysteine) proteinase inhibitor, clade A (alpha-1 antiproteinase, antitrypsin), member 1 R00822 
 -87   cystatin A (stefin A) W72207 
 -86   similar to phospholipase C, delta H80748 
 -85   RNA helicase-related protein T56221 
 -84   keratin 7 AA485959 
 -83   amylo-1, 6-glucosidase, 4-alpha-glucanotransferase (glycogen debranching enzyme, glycogen storage disease type III) AA668425 
 -82   Homo sapiens mRNA; cDNA DKFZp434B0425 (from clone DKFZp434B0425) AA010188 
 -81   **glioma pathogenesis-related protein AA251800 
 -80   tumor protein D52 AA459100 
 -79   H1 histone family, member 2 T66815 
 -78   bullous pemphigoid antigen 1 (230/240kD) H44784 
 -77   TEA domain family member 4 W72159 
 -76   chitinase 3-like 1 (cartilage glycoprotein-39) AA434048 
 -75   kinesin family member 3C AA446908 
 -74   nuclear matrix protein NXP-2 N73634 
 -73   lipocalin 2 (oncogene 24p3) AA400973 
 -72   ligase III, DNA, ATP-dependent AA149292 
 -71   amiloride binding protein 1 (amine oxidase (copper-containing)) T46923 
 -70   hemoglobin, beta AA027100 
 -69   adipose differentiation-related protein AA142916 
 -68   gamma-aminobutyric acid (GABA) B receptor, 1 N70841 
 -67   retinal short-chain dehydrogenase/reductase retSDR2 N79745 
 -66   hematological and neurological expressed 1 AA459865 
 -65   coagulation factor II (thrombin) receptor-like 1 AA454652 
 -64   RNA helicase-related protein N55459 
 -63   DKFZP586G1517 protein AA424504 
 -62   tissue factor pathway inhibitor 2 AA293402 
 -61   Homo sapiens, Similar to stromal cell derived factor 5, clone MGC:9395 IMAGE:3874262, mRNA, complete cds AA449300 
 -60   ESTs W58562 
 -59   high-mobility group (nonhistone chromosomal) protein 1 AA683085 
 -58   type I transmembrane receptor (seizure-related protein) AA426408 
 -57   syndecan 1 AA074511 
 -56   FK506 binding protein 5 W86653 
 -55   stearoyl-CoA desaturase (delta-9-desaturase) AA457700 
 -54   BUB1 budding uninhibited by benzimidazoles 1 homolog (yeast) AA430092 
 -53   phospholipase A2, group IIA (platelets, synovial fluid) T61271 
 -52   lipoprotein lipase AA633835 
 -51   signal transducer and activator of transcription 4 R91570 
 -50   Homo sapiens clone 24877 mRNA sequence T60389 
 -49   Homo sapiens OK/SW-cl.68 mRNA, complete cds AA282134 
 -48   ESTs, Moderately similar to hypothetical protein FLJ20489 [Homo sapiens] [H.sapiens] AA233892 
 -47   alanine-glyoxylate aminotransferase (oxalosis I; hyperoxaluria I; glycolicaciduria; serine-pyruvate aminotransferase) N57872 
 -46   cytochrome P450, subfamily IVB, polypeptide 1 AA291484 
 -45   claudin 4 AA506754 
 -44   gamma-glutamyl hydrolase (conjugase, folylpolygammaglutamyl hydrolase) AA455800 
 -43   complement component 4B AA664406 
 -42   solute carrier family 4, anion exchanger, member 3 AA609880 
 -41   junctional adhesion molecule 1 R81173 
 -40   sorbitol dehydrogenase AA700604 
 -39   hypothetical protein FLJ21963 T74065 
 -38   serine threonine kinase 39 (STE20/SPS1 homolog, yeast) N80129 
 -37   transforming growth factor beta-stimulated protein TSC-22 AA664389 
 -36   hypothetical protein PRO1489 H98215 
 -35   dual specificity phosphatase 6 AA811335 
 -34   hemoglobin, alpha 2 N55566 
 -33   dual specificity phosphatase 6 AA630374 
 -32   R3H domain (binds single-stranded nucleic acids) containing AA504206 
 -31   N-myc downstream regulated gene 1 AA486403 
 -30   transferrin H69531 
 -29   stearoyl-CoA desaturase (delta-9-desaturase) R00706 
 -28   p8 protein (candidate of metastasis 1) T64469 
 -27   thymosin, beta, identified in neuroblastoma cells N91887 
 -26   W86859 
 -25   hypothetical protein PRO1489 AA131299 
 -24   laminin, gamma 2 (nicein (100kD), kalinin (105kD), BM600 (100kD), Herlitz junctional epidermolysis bullosa)) AA677534 
 -23   aquaporin 3 R91904 
 -22   **amyotrophic lateral sclerosis 2 (juvenile) chromosome region, candidate 12 R93162 
 -21   cadherin 1, type 1, E-cadherin (epithelial) H97778 
 -20   integrin, alpha 2 (CD49B, alpha 2 subunit of VLA-2 receptor) AA463257 
 -19   **CD24 antigen (small cell lung carcinoma cluster 4 antigen) H59915 
 -18   matrix metalloproteinase 7 (matrilysin, uterine) AA031513 
 -17   solute carrier family 2, (facilitated glucose transporter) member 8 T59518 
 -16   H43515 
 -15   carcinoembryonic antigen-related cell adhesion molecule 7 AA058357 
 -14   cytochrome P450, subfamily I (dioxin-inducible), polypeptide 1 (glaucoma 3, primary infantile) AA040872 
 -13   3-hydroxy-3-methylglutaryl-Coenzyme A synthase 2 (mitochondrial) AA496148 
 -12   cytochrome P450, subfamily I (dioxin-inducible), polypeptide 1 (glaucoma 3, primary infantile) AA448157 
 -11   egl nine homolog 3 (C. elegans) R00226 
 -10   monoamine oxidase B AA682423 
 -9   kynureninase (L-kynurenine hydrolase) H87471 
 -8   secretory leukocyte protease inhibitor (antileukoproteinase) AA026192 
 -7   Rho-related BTB domain containing 3 AA486017 
 -6   ceruloplasmin (ferroxidase) H86554 
 -5   aldo-keto reductase family 1, member C1 (dihydrodiol dehydrogenase 1; 20-alpha (3-alpha)-hydroxysteroid dehydrogenase) R93124 
 -4   fatty acid binding protein 4, adipocyte N92901 
 -3   transcobalamin I (vitamin B12 binding protein, R binder family) AA155640 
 -2   S100 calcium binding protein P AA053016 
 -1   lactotransferrin AA677706 
