Data for (Study ST002113)
(Analysis AN003460)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 studyMetabolite | F1 | F2 | F3 | F4 | F5 | F6 | F7 |
---|---|---|---|---|---|---|---|
1-Methylhistidine | 0.4485 | 1.3139 | 1.2647 | 1.5561 | 1.2334 | 1.2390 | 1.0493 |
3-Hydroxybutyrate | 0.6654 | 0.7584 | 1.0069 | 0.9338 | 1.2883 | 1.1153 | 1.2476 |
Acetate | 0.9019 | 0.9623 | 1.1800 | 0.9779 | 1.0692 | 1.0188 | 0.9729 |
Acetoacetate | 0.9000 | 0.8605 | 0.9136 | 0.8298 | 1.1554 | 1.0059 | 1.1827 |
Acetoin | 0.9928 | 0.9860 | 0.9543 | 0.9750 | 1.0059 | 1.0217 | 1.0101 |
Acetone | 1.0684 | 0.8349 | 0.9092 | 1.0387 | 1.0682 | 0.9743 | 0.9607 |
Alanine | 1.0949 | 1.0174 | 1.0451 | 0.9281 | 0.9868 | 0.9569 | 0.8891 |
alpha-Aminobutyrate | 0.9306 | 1.0415 | 1.0550 | 0.8338 | 1.0630 | 1.0164 | 1.0343 |
alpha-Glucose | 1.1095 | 0.8720 | 0.9345 | 0.8769 | 0.9716 | 0.9446 | 1.0159 |
alpha-Ketoisovalerate | 0.6047 | 1.6346 | 1.1342 | 1.4724 | 1.2215 | 1.0820 | 1.1131 |
Arginine | 1.0758 | 1.1265 | 0.9434 | 0.8923 | 0.9779 | 0.9852 | 0.9410 |
Asparagine | 0.7767 | 1.0020 | 1.1057 | 1.1177 | 1.1121 | 1.1048 | 1.0363 |
Aspartate | 0.7064 | 0.9036 | 1.2316 | 1.0619 | 1.1818 | 1.0942 | 1.0702 |
beta-aminoisobutyrate | 0.4418 | 0.6241 | 1.5431 | 2.1387 | 0.8152 | 0.9596 | 1.7106 |
beta-Galactose | 0.8397 | 1.1331 | 0.9687 | 0.9405 | 0.9530 | 1.0926 | 1.1719 |
beta-Glucose | 1.3396 | 0.8044 | 0.8140 | 0.7682 | 0.8885 | 0.8468 | 0.9537 |
Butyrate | 1.0351 | 1.1376 | 1.0019 | 0.8942 | 0.9398 | 0.9898 | 0.9911 |
Choline | 1.0476 | 0.8914 | 1.0664 | 0.9363 | 0.9718 | 0.9866 | 0.9397 |
Citrate | 0.6384 | 1.0516 | 1.1790 | 1.0472 | 1.1436 | 1.1860 | 1.0689 |
Creatine | 1.0187 | 0.9005 | 1.0462 | 0.9564 | 0.9878 | 0.9837 | 0.9970 |
Creatinine | 1.0383 | 0.9833 | 1.0335 | 1.0440 | 1.0478 | 0.9497 | 0.9566 |
Dihydrothymine | 0.6389 | 1.1169 | 1.1339 | 1.3867 | 1.1752 | 1.0942 | 1.1742 |
Ethanol | 0.3890 | 0.6349 | 1.6039 | 2.0806 | 1.0191 | 1.0012 | 1.5418 |
Formate | 0.9240 | 0.9860 | 0.9049 | 0.6639 | 1.1952 | 1.0683 | 1.0050 |
Fumarate | NA | NA | NA | NA | NA | NA | NA |
Glutamate | 0.9280 | 0.7603 | 0.9741 | 0.8504 | 1.0155 | 1.0099 | 1.1973 |
Glutamine | 1.1693 | 0.9738 | 1.0025 | 1.0781 | 0.9040 | 0.9701 | 0.7990 |
Glycerol | 0.8955 | 1.0335 | 1.0037 | 1.0344 | 1.0548 | 1.0172 | 1.1070 |
Glycerophosphorylcholine | 1.0400 | 1.0592 | 1.0227 | 0.7673 | 0.8818 | 0.9645 | 1.0958 |
Glycine | 0.9542 | 1.0877 | 1.0016 | 1.0097 | 1.0134 | 1.0370 | 0.9869 |
Histidine | 1.2733 | 0.8027 | 0.9183 | 0.8410 | 0.9362 | 0.9107 | 0.8308 |
Hypoxanthine | 0.3691 | 0.8281 | 1.1604 | 1.0928 | 1.2227 | 1.3119 | 1.3258 |
Isobutyrate | 0.6440 | 1.6015 | 1.0876 | 1.0149 | 1.1711 | 1.1302 | 1.1137 |
Isoleucine | 0.7680 | 1.3331 | 1.0579 | 1.0199 | 1.1081 | 1.0705 | 1.1120 |
Lactate | 0.8386 | 0.9292 | 1.0080 | 1.1476 | 1.1064 | 1.1135 | 0.9896 |
Lactose | 0.6988 | 1.0579 | 0.9904 | 1.0377 | 1.1364 | 1.0684 | 1.3234 |
Leucine | 1.0377 | 1.0544 | 0.9985 | 0.8624 | 1.0251 | 0.9780 | 0.9684 |
Lipid | 0.8583 | 1.1477 | 1.0767 | 1.1015 | 1.0607 | 1.0598 | 1.0038 |
Low Density Lipoprotein | 1.1827 | 1.1178 | 0.9258 | 0.9364 | 0.8857 | 0.9467 | 0.8886 |
Lysine | 0.8476 | 1.0178 | 1.1127 | 1.0942 | 1.0867 | 1.0541 | 1.0138 |
Malonate | 1.0883 | 0.7342 | 1.1171 | 0.9428 | 0.9495 | 0.9988 | 0.8472 |
Methanol | 0.7964 | 0.7639 | 1.6402 | 1.6184 | 0.9552 | 0.8272 | 1.1876 |
Methionine | 1.0747 | 0.8145 | 0.9842 | 0.9609 | 0.9994 | 0.9584 | 0.9923 |
myo-Inositol | 0.8638 | 0.9750 | 1.0481 | 1.0678 | 1.0818 | 1.0757 | 1.0080 |
N-Acetyl-glycoprotein signals | 1.1141 | 0.9300 | 0.9334 | 0.9594 | 0.9654 | 0.9413 | 0.9928 |
N-Dimethylglycine | 1.0297 | 0.8411 | 1.0224 | 1.0674 | 1.0422 | 0.9835 | 0.9439 |
Ornithine | 0.7798 | 0.9704 | 1.2346 | 0.9757 | 1.0357 | 1.0868 | 1.0576 |
para-Hydroxybenzoate | 1.2683 | 0.7925 | 0.9011 | 0.9011 | 0.9270 | 0.8648 | 0.9369 |
Phenylalanine | 0.3633 | 0.9100 | 1.2085 | 1.3282 | 1.4217 | 1.1799 | 1.3393 |
Phosphocholine | 1.2356 | 0.8116 | 1.0157 | 0.8915 | 0.8828 | 0.9305 | 0.8204 |
Pyruvate | 0.7061 | 0.9789 | 1.1375 | 1.1097 | 1.1593 | 1.1133 | 1.0993 |
Sarcosine | 0.4892 | 1.4192 | 1.2244 | 1.1010 | 1.1685 | 1.1403 | 1.3025 |
Serine | 0.9121 | 0.8657 | 1.1089 | 0.9208 | 0.9923 | 1.0223 | 1.0870 |
Succinate | 0.6805 | 0.8426 | 1.0559 | 0.9502 | 1.2648 | 1.1104 | 1.1904 |
Threonine | 0.9239 | 0.9742 | 1.0682 | 1.0019 | 1.0600 | 1.0048 | 1.0419 |
Trimethylamine | 1.1528 | 0.8894 | 0.9451 | 1.0895 | 1.0631 | 0.9281 | 0.8460 |
Trimethylamine N-oxide | 0.9884 | 0.7904 | 1.0338 | 1.1104 | 1.0131 | 1.0509 | 0.9097 |
Tyrosine | 0.8898 | 0.7510 | 1.1131 | 1.0866 | 1.2568 | 0.9951 | 0.9688 |
Unknown | 0.9987 | 1.0561 | 1.0131 | 1.0090 | 0.8481 | 1.1299 | 0.8506 |
Uridine | 0.3900 | 1.1491 | 1.2317 | 1.7968 | 1.2043 | 1.1731 | 1.3148 |
Valine | 1.0878 | 1.1949 | 0.9682 | 0.7124 | 0.9514 | 0.9834 | 0.9441 |
Very Low Density Lipoprotein | 1.2617 | 1.1789 | 0.8820 | 1.1007 | 0.9074 | 0.9254 | 0.7548 |
Factors:
F1 | AJCC_stage:- |
F2 | AJCC_stage:IA |
F3 | AJCC_stage:IB |
F4 | AJCC_stage:IIA |
F5 | AJCC_stage:IIB |
F6 | AJCC_stage:III |
F7 | AJCC_stage:IV |