Data for (Study ST003617)
(Analysis AN005943)Values for each metabolite have been scaled by dividing by the mean across all factors Run Hierarchial cluster analysis on this study | Run Heatmap cluster analysis on this study| Metabolite | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1-Methylhistidine | 0.0701 | 0.6632 | 1.1973 | 1.1019 | 1.2997 | 1.3724 | 6.8406 | 0.0757 | 1.7063 | 1.4720 | 1.3918 | 1.5570 | 1.6237 |
| 3-Hydroxybutyrate | 1.0228 | 0.7615 | 0.5099 | 1.4151 | 1.1083 | 1.2644 | 0.8624 | 0.7685 | 1.4019 | 0.8581 | 0.6833 | 1.0738 | 1.3048 |
| 4-Aminohippurate | 0.1945 | 2.6108 | 1.1409 | 0.3605 | 1.3600 | 2.0418 | 2.4147 | 0.2396 | 1.4064 | 1.1591 | 0.3974 | 2.0730 | 0.9537 |
| 6-Methyladenine | 1.0208 | 1.1564 | 1.0996 | 1.2540 | 1.0168 | 0.9141 | 0.9982 | 0.9699 | 1.0567 | 0.9965 | 0.8112 | 1.0512 | 0.8980 |
| Adenine | 1.0388 | 1.4733 | 1.1751 | 0.7950 | 0.8306 | 0.8113 | 0.6434 | 1.0450 | 0.6987 | 1.1675 | 0.7347 | 0.9054 | 1.0200 |
| Adenosine monophosphate | 0.1742 | 0.9827 | 0.8921 | 1.0906 | 1.5471 | 1.6897 | 0.1494 | NA | 2.3915 | 1.2141 | 1.1823 | 1.6865 | 1.9898 |
| Alanine | 1.2947 | 1.1685 | 0.7799 | 0.6300 | 0.6958 | 0.8408 | 0.8449 | 1.3096 | 0.7668 | 0.9148 | 0.8035 | 0.8080 | 0.9386 |
| alpha-Amino-N-butyrate | 1.0711 | 1.0595 | 0.9418 | 0.9884 | 0.8620 | 0.9461 | 1.0327 | 1.1093 | 1.4112 | 0.9340 | 0.8172 | 1.1130 | 0.8558 |
| alpha-Glucose | 0.6903 | 0.8990 | 0.5752 | 0.5692 | 1.4404 | 1.5750 | 0.3468 | 0.5472 | 1.6832 | 0.9207 | 2.0008 | 1.4377 | 0.9253 |
| Arginine | 0.9705 | 0.9455 | 0.9291 | 1.2317 | 0.9435 | 0.9781 | 1.6805 | 1.0204 | 1.2028 | 0.9075 | 0.8860 | 1.1068 | 1.1026 |
| Asparagine | 0.8170 | 1.1643 | 1.7245 | 1.4671 | 0.9659 | 1.1078 | 1.6098 | 0.7476 | 1.2166 | 1.0728 | 0.8713 | 1.1071 | 1.2020 |
| Aspartate | 0.9190 | 1.1557 | 0.9640 | 1.0442 | 0.8650 | 0.8741 | 0.8266 | 1.1338 | 1.1965 | 1.0697 | 0.8883 | 0.9709 | 1.1170 |
| beta-Galactose | 1.3851 | 0.6379 | 0.8028 | 0.7389 | 0.8474 | 1.1688 | 1.0810 | 1.4271 | 1.1009 | 0.6483 | 0.5551 | 0.8646 | 0.6915 |
| beta-Glucose | 0.7405 | 1.1009 | 0.5977 | 0.7375 | 1.3174 | 1.6277 | 0.6535 | 0.6657 | 1.7803 | 0.9077 | 1.6258 | 1.3477 | 0.8657 |
| Betaine | 0.8003 | 1.0320 | 0.9926 | 0.4034 | 1.0068 | 1.0570 | 1.8807 | 0.8263 | 1.0469 | 1.1165 | 1.4121 | 1.1354 | 1.2073 |
| Butyrate | 1.1673 | 1.0628 | 0.6795 | 1.1212 | 0.8455 | 0.9253 | 1.6248 | 1.2317 | 0.9842 | 0.7942 | 0.6973 | 1.0342 | 0.9272 |
| Choline | 0.7294 | 1.0563 | 1.4224 | 1.4082 | 0.9387 | 0.8144 | 2.3863 | 0.7289 | 0.9389 | 1.2565 | 1.3779 | 1.0221 | 1.3242 |
| Creatine | 0.9647 | 1.1513 | 1.6022 | 0.3094 | 0.7853 | 0.8361 | 1.3748 | 1.0452 | 0.8241 | 1.1032 | 1.6817 | 0.8900 | 1.1237 |
| Cytidine | 2.1607 | 0.0948 | 0.2859 | 0.6255 | 0.2586 | 0.2057 | 0.7239 | 2.1877 | 0.2034 | 0.5165 | 0.2102 | 0.4177 | 0.4814 |
| Fumarate | 0.6093 | 1.5855 | 0.4849 | 0.1039 | 1.4549 | 1.2074 | NA | 0.6801 | 1.2214 | 1.3089 | 1.9366 | 0.7657 | 1.2192 |
| Glutamate | 1.3011 | 0.9356 | 0.5005 | 0.4057 | 0.8206 | 0.7977 | 0.8500 | 1.2007 | 0.8685 | 0.9545 | 0.8501 | 0.8443 | 0.9489 |
| Glutamine | 1.3509 | 0.6228 | 0.9040 | 0.8157 | 0.7054 | 0.8402 | 0.8393 | 1.3667 | 0.4632 | 0.9367 | 0.6166 | 0.9005 | 0.7625 |
| Glycerol | 0.9923 | 1.4149 | 0.7010 | 0.7446 | 0.9554 | 1.0136 | 0.6689 | 1.0919 | 0.7676 | 1.0828 | 1.0636 | 0.9030 | 0.9278 |
| Glycerolphosphorylcholine | 2.3429 | 0.2451 | 0.2130 | 1.2532 | 0.3498 | 0.1951 | 0.2985 | 2.2503 | 0.2495 | 0.3092 | 0.2481 | 0.2497 | 0.2960 |
| Glycine | 1.1901 | 1.2583 | 0.9837 | 0.4716 | 0.8195 | 0.7909 | 0.7337 | 1.1723 | 0.7340 | 1.0409 | 0.8884 | 0.8367 | 0.9232 |
| Glycogen | 0.4715 | 1.1620 | 1.1401 | 0.5063 | 1.6881 | 1.1339 | 0.1593 | 0.4024 | 0.8935 | 1.1266 | 2.1230 | 1.2267 | 1.3774 |
| Guanosine | 0.3515 | 1.4758 | 1.7274 | 1.1912 | 1.1492 | 1.1592 | 2.8110 | 0.1374 | 1.1589 | 1.6737 | 1.5025 | 1.2341 | 1.2987 |
| Histidine | 2.5122 | 0.0671 | 0.0278 | 0.7489 | 0.1330 | 0.0003 | NA | 2.4440 | 0.1366 | 0.1101 | 0.2076 | 0.1395 | 0.8502 |
| Inosine | 1.3557 | 1.0127 | 0.6999 | 0.7545 | 0.9121 | 0.6254 | 0.5899 | 1.4277 | 0.2448 | 0.8445 | 0.6929 | 0.9563 | 0.5716 |
| Isoleucine | 0.8898 | 0.9444 | 0.9990 | 1.2257 | 0.9788 | 1.0880 | 1.4526 | 0.9017 | 1.5901 | 1.0013 | 0.9354 | 1.1564 | 1.0384 |
| Lactate | 0.8752 | 0.8240 | 1.5324 | 1.0263 | 1.0844 | 1.0387 | 0.7094 | 0.7923 | 0.8573 | 1.2062 | 1.0307 | 1.0515 | 0.9974 |
| Leucine | 0.9403 | 0.9326 | 0.9143 | 1.2421 | 0.9449 | 1.0336 | 1.4912 | 0.9519 | 1.4344 | 0.9616 | 0.9736 | 1.1257 | 1.0695 |
| Lysine | 0.9226 | 0.9813 | 0.9149 | 1.1642 | 0.9313 | 1.0397 | 1.5307 | 0.9626 | 1.3164 | 0.9776 | 0.9371 | 1.0796 | 1.1666 |
| Malonate | 1.0066 | 1.3477 | 1.0113 | 0.6423 | 0.8539 | 0.7757 | 1.5366 | 1.0597 | 0.8235 | 1.1253 | 0.8468 | 1.0123 | 0.9698 |
| Methionine | 0.9386 | 0.9772 | 1.1069 | 1.0783 | 0.9837 | 1.0257 | 1.1026 | 0.9418 | 1.1718 | 1.0411 | 0.8777 | 1.0971 | 1.0127 |
| Methylmalonate | 0.6516 | 0.7340 | 1.6011 | 2.3506 | 1.4754 | 1.1286 | 1.2669 | 0.6263 | 1.7805 | 0.9438 | 0.7747 | 1.4122 | 0.8358 |
| myo-Inositol | 1.4014 | 0.8901 | 0.5770 | 0.3582 | 0.7334 | 0.7845 | 1.0462 | 1.3838 | 0.3944 | 0.9115 | 0.7724 | 0.8154 | 0.7809 |
| N-Acetylaspartate | 1.2193 | 0.5878 | 0.8574 | 0.9712 | 0.9821 | 0.8743 | 1.1010 | 1.2928 | 0.9582 | 0.7965 | 0.9551 | 0.8739 | 0.8353 |
| N-Dimethylglycine | 0.8688 | 0.8643 | 0.4594 | 0.8854 | 0.8742 | 0.7635 | 1.6673 | 0.9242 | 0.9601 | 0.9452 | 2.4710 | 1.4146 | 1.0506 |
| Nicotinamide | 0.8051 | 1.2093 | 1.5348 | 0.9937 | 1.0108 | 0.9136 | NA | 0.8938 | 0.9487 | 1.1494 | 1.1435 | 1.0786 | 1.1833 |
| Nicotinamide adenine dinucleotide | 2.6964 | 1.4152 | NA | NA | 0.2024 | NA | NA | 3.0101 | NA | 0.0280 | 0.1116 | NA | NA |
| Nicotinate | 0.7662 | 1.4540 | 1.3875 | 0.8481 | 0.9407 | 0.9103 | 1.4661 | 0.7745 | 0.7827 | 1.2889 | 1.1544 | 1.1121 | 1.1195 |
| Phenylalanine | 0.8400 | 0.9946 | 0.9828 | 1.2124 | 0.9638 | 1.1012 | 1.5621 | 0.8373 | 1.5470 | 1.0415 | 0.9929 | 1.1938 | 1.1215 |
| Phosphocholine | 1.1367 | 1.1850 | 0.7171 | 0.6840 | 0.8266 | 0.6550 | 0.8760 | 1.2870 | 0.4575 | 0.9595 | 1.2459 | 0.8586 | 1.0421 |
| Sarcosine | 0.8081 | 1.2397 | 0.8958 | 1.0047 | 1.2322 | 1.4305 | 0.7472 | 0.9458 | 1.0204 | 0.8817 | 0.5875 | 1.0869 | 1.1659 |
| Serine | 1.1058 | 0.8784 | 0.8016 | 1.0069 | 1.0091 | 1.0063 | 1.0101 | 1.2034 | 1.0668 | 0.7967 | 1.0511 | 0.9041 | 0.9701 |
| Succinate | 1.2373 | 0.4116 | 2.0392 | 1.6747 | 0.8855 | 0.5910 | 0.4125 | 1.1602 | 0.5017 | 0.9876 | 0.6071 | 0.9812 | 0.7485 |
| Succinimide | 0.5367 | 2.7478 | 1.3520 | 1.5923 | 1.3267 | 1.0030 | 2.2505 | 0.5200 | 0.8994 | 1.0968 | 0.5338 | 1.4749 | 0.9463 |
| Taurine | 0.5811 | 0.9286 | 1.3131 | 0.4738 | 1.2449 | 1.2809 | 1.6427 | 0.4866 | 1.2864 | 1.2756 | 1.5604 | 1.1996 | 1.2747 |
| Trimethylamino N-oxide | 1.2038 | 0.7794 | 0.6451 | 1.6226 | 0.9464 | 0.9303 | 0.7084 | 1.2265 | 0.9770 | 0.8590 | 1.0496 | 0.8703 | 0.7398 |
| Tryptophan | 0.7907 | 0.9186 | 1.2052 | 1.0512 | 1.0734 | 1.0765 | 1.3636 | 0.7763 | 1.5067 | 1.2273 | 1.0469 | 1.1009 | 0.9500 |
| Tyrosine | 0.7973 | 0.9318 | 0.9970 | 1.1666 | 1.0143 | 1.0821 | 1.4583 | 0.7901 | 1.6085 | 1.0648 | 1.0459 | 1.1990 | 1.1899 |
| Unknown-1 | 0.7832 | 0.9762 | 1.2044 | 1.3488 | 1.1184 | 1.0093 | 1.1400 | 0.8037 | 0.9773 | 1.0680 | 1.1790 | 1.0967 | 1.2324 |
| Unknown-2 | 1.1647 | 1.0910 | 0.7938 | 1.2591 | 0.9470 | 0.9647 | 0.6755 | 1.1304 | 0.8080 | 0.8656 | 0.9772 | 0.8563 | 0.9779 |
| Unknown-3 | 0.7823 | 0.8990 | 0.8155 | 1.0779 | 1.5075 | 1.2130 | 0.6184 | 0.8587 | 1.6500 | 0.8374 | 1.2518 | 1.1808 | 0.8519 |
| Unknown-4 | 1.1292 | 1.3449 | 1.0258 | 0.4857 | 0.9701 | 0.6774 | 0.4218 | 1.3438 | 0.4970 | 0.9893 | 1.1811 | 0.7324 | 0.8190 |
| Uracil | 0.6457 | 0.7260 | 2.0204 | 0.9005 | 0.9051 | 0.7515 | 1.2090 | 0.6004 | 1.1070 | 1.6054 | 1.0313 | 1.1049 | 1.2907 |
| Uridine | 1.5300 | 0.8705 | 0.4270 | 0.3716 | 0.6279 | 0.7172 | 0.2414 | 1.6488 | 0.3464 | 0.7215 | 0.5922 | 0.9215 | 0.6771 |
| Uridine diphosphate glucose | 1.3386 | 1.3385 | 1.3108 | 0.4734 | 0.7987 | 0.4946 | 0.3892 | 1.4786 | 0.2313 | 0.8262 | 1.4499 | 0.8782 | 0.5422 |
| Valine | 0.8164 | 0.9798 | 1.0466 | 1.2085 | 0.9954 | 1.1397 | 1.3952 | 0.8220 | 1.5364 | 1.0577 | 0.9925 | 1.1935 | 1.1115 |
Factors:
| F1 | Gender:female | AJCC stage:/ |
| F2 | Gender:female | AJCC stage:IA |
| F3 | Gender:female | AJCC stage:IB |
| F4 | Gender:female | AJCC stage:IIA |
| F5 | Gender:female | AJCC stage:IIB |
| F6 | Gender:female | AJCC stage:III |
| F7 | Gender:male | AJCC stage:- |
| F8 | Gender:male | AJCC stage:/ |
| F9 | Gender:male | AJCC stage:IA |
| F10 | Gender:male | AJCC stage:IB |
| F11 | Gender:male | AJCC stage:IIA |
| F12 | Gender:male | AJCC stage:IIB |
| F13 | Gender:male | AJCC stage:III |