Data for (Study ST000054)
(Analysis AN000092)Values have been normalized by dividing by the sample mean across all metabolites for each experimental condition Run Hierarchial cluster analysis on this study | Run Heatmap cluster analysis on this studyMetabolite | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1-monopalmitin | 0.0014 | 0.0031 | 0.0022 | 0.0072 | 0.0025 | 0.0047 | 0.0010 | 0.0049 | 0.0015 | 0.0030 | 0.0011 | 0.0032 | 0.0110 | 0.0238 |
1-monostearin | 0.0014 | 0.0042 | 0.0023 | 0.0040 | 0.0024 | 0.0040 | 0.0009 | 0.0025 | 0.0013 | 0.0027 | 0.0012 | 0.0021 | 0.0063 | 0.0559 |
2-hydroxybutanoic acid | 0.5311 | 0.5791 | 0.4945 | 0.5506 | 0.6862 | 0.5592 | 0.5271 | 0.4847 | 0.4298 | 0.4646 | 0.4862 | 0.4518 | 0.5913 | 0.5577 |
alpha-ketoglutarate | 0.0022 | 0.0022 | 0.0018 | 0.0020 | 0.0050 | 0.0019 | 0.0064 | 0.0025 | 0.0039 | 0.0021 | 0.0018 | 0.0021 | 0.0048 | 0.0058 |
alpha tocopherol | 0.0122 | 0.0047 | 0.0056 | 0.0046 | 0.0043 | 0.0029 | 0.0039 | 0.0069 | 0.0082 | 0.0024 | 0.0047 | 0.0023 | 0.0080 | 0.0162 |
aminomalonic acid | 0.0186 | 0.0148 | 0.0250 | 0.0370 | 0.0084 | 0.0017 | 0.0191 | 0.0019 | 0.0111 | 0.0106 | 0.0196 | 0.0158 | 0.0261 | 0.0089 |
arachidiic acid | 0.3815 | 0.3636 | 0.3716 | 0.3134 | 0.3348 | 0.3201 | 0.3869 | 0.2592 | 0.3937 | 0.3926 | 0.4076 | 0.3575 | 0.3610 | 0.3652 |
aspartate minor | 0.0584 | 0.0485 | 0.0612 | 0.0609 | 0.0677 | 0.0403 | 0.0160 | 0.0267 | 0.0437 | 0.0512 | 0.0170 | 0.0186 | 0.0495 | 0.0248 |
behenic acid | 0.0302 | 0.0276 | 0.0291 | 0.0220 | 0.0243 | 0.0235 | 0.0301 | 0.0217 | 0.0289 | 0.0274 | 0.0309 | 0.0271 | 0.0298 | 0.0350 |
benzoic acid | 0.4100 | 0.4070 | 0.4048 | 0.3858 | 0.3588 | 0.3350 | 0.4167 | 0.3868 | 0.4095 | 0.4916 | 0.4608 | 0.3807 | 0.4164 | 0.3883 |
beta-hydroxybutyric acid | 3.5606 | 3.9887 | 2.5216 | 2.7950 | 3.6347 | 5.1738 | 2.6828 | 3.0701 | 2.2373 | 1.8405 | 1.3908 | 1.0968 | 2.7413 | 2.6262 |
caprylic acid | 0.0781 | 0.0898 | 0.0874 | 0.0727 | 0.0788 | 0.0789 | 0.0820 | 0.0637 | 0.0820 | 0.0915 | 0.0898 | 0.0784 | 0.0709 | 0.0620 |
chlorogenic acid major | 0.0006 | 0.0005 | 0.0007 | 0.0006 | 0.0005 | 0.0004 | 0.0006 | 0.0005 | 0.0006 | 0.0008 | 0.0007 | 0.0005 | 0.0005 | 0.0006 |
cholesterol | 0.8790 | 0.6741 | 1.0362 | 0.6513 | 0.9147 | 0.5619 | 0.6040 | 0.5538 | 0.7592 | 0.7846 | 0.5249 | 0.5195 | 0.4767 | 0.4776 |
citric acid | 0.2439 | 0.1865 | 0.1818 | 0.2552 | 0.1984 | 0.1047 | 0.1588 | 0.1430 | 0.3305 | 0.2675 | 0.1374 | 0.1244 | 0.1994 | 0.1091 |
creatine major dehydrated TMS3 | 0.0473 | 0.0438 | 0.0593 | 0.0651 | 0.0475 | 0.0289 | 0.0665 | 0.0427 | 0.0375 | 0.0492 | 0.0437 | 0.0481 | 0.0692 | 0.0373 |
glutamic acid 2TMS | 0.0522 | 0.0261 | 0.1144 | 0.0660 | 0.0705 | 0.0484 | 0.0142 | 0.0118 | 0.0753 | 0.0470 | 0.0240 | 0.0095 | 0.0379 | 0.0252 |
glycerol | 3.2910 | 4.2420 | 3.3719 | 3.7226 | 3.4142 | 3.6837 | 4.2540 | 3.8959 | 3.0917 | 3.6165 | 4.8766 | 4.8860 | 4.1772 | 3.8494 |
heptadecanoic acid | 0.3408 | 0.3216 | 0.3366 | 0.3209 | 0.2849 | 0.3046 | 0.3536 | 0.2777 | 0.3460 | 0.3476 | 0.3782 | 0.3726 | 0.3527 | 0.3339 |
isoleucine | 0.0453 | 0.0288 | 0.0669 | 0.0420 | 0.0487 | 0.0335 | 0.0587 | 0.0217 | 0.0441 | 0.0341 | 0.0319 | 0.0262 | 0.0327 | 0.0287 |
lauric acid | 0.1412 | 0.1324 | 0.1178 | 0.0875 | 0.0932 | 0.0642 | 0.1083 | 0.1128 | 0.1176 | 0.1319 | 0.1257 | 0.1115 | 0.1207 | 0.1199 |
linoleic acid | 0.0899 | 0.0935 | 0.0835 | 0.1006 | 0.0692 | 0.0817 | 0.1031 | 0.1083 | 0.0860 | 0.0833 | 0.1038 | 0.1073 | 0.1311 | 0.1139 |
lysine | 0.0237 | 0.0351 | 0.0312 | 0.0399 | 0.0332 | 0.0463 | 0.0282 | 0.0108 | 0.0293 | 0.0391 | 0.0309 | 0.0229 | 0.0312 | 0.0267 |
maleimide | 0.0530 | 0.0716 | 0.0472 | 0.0681 | 0.0484 | 0.0633 | 0.0324 | 0.0172 | 0.0655 | 0.0851 | 0.0425 | 0.0313 | 0.0595 | 0.0362 |
malic acid | 0.0687 | 0.0606 | 0.0631 | 0.0650 | 0.0572 | 0.0343 | 0.0416 | 0.0328 | 0.0460 | 0.0571 | 0.0376 | 0.0310 | 0.0587 | 0.0447 |
myristic acid | 0.1869 | 0.1819 | 0.1921 | 0.1714 | 0.1657 | 0.1696 | 0.1965 | 0.1656 | 0.1886 | 0.1985 | 0.2122 | 0.1861 | 0.1974 | 0.1829 |
N-acetyl-L-aspartic acid 1 | 0.0240 | 0.0219 | 0.0280 | 0.0265 | 0.0326 | 0.0277 | 0.0195 | 0.0161 | 0.0273 | 0.0266 | 0.0155 | 0.0131 | 0.0237 | 0.0334 |
octadecanol | 0.0234 | 0.0221 | 0.0210 | 0.0217 | 0.0177 | 0.0180 | 0.0215 | 0.0201 | 0.0206 | 0.0210 | 0.0213 | 0.0178 | 0.0285 | 0.0227 |
oleic acid | 0.2773 | 0.3065 | 0.2542 | 0.3218 | 0.2685 | 0.2865 | 0.3286 | 0.3511 | 0.2753 | 0.2783 | 0.3147 | 0.3433 | 0.4005 | 0.3563 |
oxalic acid | 0.7412 | 0.8890 | 0.7697 | 0.7479 | 0.8476 | 0.5069 | 0.7589 | 0.6242 | 1.1844 | 0.7394 | 0.7285 | 0.5298 | 0.8357 | 0.7869 |
oxoproline | 0.6598 | 0.5028 | 1.1384 | 0.6434 | 0.7522 | 0.5972 | 0.4734 | 0.3059 | 0.5361 | 0.6266 | 0.4326 | 0.3595 | 0.4613 | 0.3317 |
palmitic acid | 13.9335 | 14.3017 | 14.0040 | 15.2668 | 13.4761 | 15.6207 | 13.8240 | 12.2003 | 14.1736 | 14.4524 | 15.6222 | 16.3460 | 14.5651 | 14.8184 |
palmitoleic acid | 1.4224 | 0.4081 | 1.1702 | 0.4814 | 0.7508 | 0.3318 | 1.5086 | 2.6918 | 1.1859 | 0.3043 | 1.1243 | 1.5904 | 1.3710 | 1.2847 |
pelargonic acid | 0.1534 | 0.1570 | 0.1626 | 0.1438 | 0.1432 | 0.1391 | 0.1581 | 0.1482 | 0.1595 | 0.2024 | 0.1627 | 0.1404 | 0.1411 | 0.1332 |
pentadecanoic acid | 0.0218 | 0.0217 | 0.0239 | 0.0270 | 0.0218 | 0.0188 | 0.0227 | 0.0184 | 0.0231 | 0.0251 | 0.0234 | 0.0207 | 0.0232 | 0.0200 |
phosphate | 5.4440 | 3.8944 | 4.4129 | 5.4403 | 5.9975 | 3.4960 | 5.3983 | 4.0397 | 4.7760 | 6.0701 | 3.4325 | 3.2955 | 3.9298 | 3.1448 |
pinitol | 0.0094 | 0.0074 | 0.0107 | 0.0092 | 0.0149 | 0.0084 | 0.0101 | 0.0085 | 0.0093 | 0.0103 | 0.0164 | 0.0128 | 0.0089 | 0.0098 |
proline | 0.0431 | 0.0462 | 0.0681 | 0.0504 | 0.0700 | 0.0464 | 0.0643 | 0.0301 | 0.0548 | 0.0328 | 0.0349 | 0.0365 | 0.0349 | 0.0276 |
ribitol | 0.2156 | 0.2124 | 0.2591 | 0.2491 | 0.2186 | 0.2053 | 0.2376 | 0.2151 | 0.2094 | 0.2449 | 0.2530 | 0.2098 | 0.2324 | 0.2071 |
salicylic acid | 0.0021 | 0.0016 | 0.0019 | 0.0025 | 0.0015 | 0.0012 | 0.0039 | 0.0008 | 0.0017 | 0.0017 | 0.0019 | 0.0013 | 0.0022 | 0.0017 |
serine | 0.0105 | 0.0049 | 0.0149 | 0.0043 | 0.0056 | 0.0037 | 0.0059 | 0.0026 | 0.0047 | 0.0038 | 0.0047 | 0.0037 | 0.0046 | 0.0038 |
serine minor | 0.4326 | 0.3478 | 0.6274 | 0.4379 | 0.6433 | 0.6453 | 0.2770 | 0.2483 | 0.4688 | 0.3845 | 0.3461 | 0.2923 | 0.4089 | 0.3357 |
shikimic acid | 0.0626 | 0.0550 | 0.0678 | 0.0550 | 0.0534 | 0.0417 | 0.0628 | 0.0049 | 0.0589 | 0.0900 | 0.0742 | 0.0571 | 0.0185 | 0.0140 |
sorbitol | 0.0567 | 0.0536 | 0.4616 | 0.5578 | 0.1697 | 0.2046 | 0.2071 | 0.1058 | 0.3161 | 0.3801 | 0.4151 | 0.1985 | 0.2705 | 0.2462 |
stearic acid | 16.2932 | 17.6190 | 16.7347 | 15.9751 | 15.8368 | 16.1845 | 17.0425 | 14.3542 | 17.9592 | 17.8220 | 18.1620 | 18.1741 | 17.6283 | 19.1948 |
succinate semialdehyde meox1 | 0.0779 | 0.0922 | 0.1694 | 0.0615 | 0.1629 | 0.2030 | 0.0895 | 0.0350 | 0.2216 | 0.0774 | 0.1092 | 0.0514 | 0.0479 | 0.0261 |
threonine | 0.0119 | 0.0033 | 0.0113 | 0.0030 | 0.0026 | 0.0021 | 0.0067 | 0.0013 | 0.0029 | 0.0020 | 0.0029 | 0.0025 | 0.0030 | 0.0021 |
threonine minor | 0.4534 | 0.3500 | 0.6078 | 0.4242 | 0.5901 | 0.5434 | 0.2969 | 0.2455 | 0.4505 | 0.3755 | 0.3109 | 0.2654 | 0.3797 | 0.3116 |
trans-4-hydroxy-L-proline minor1 | 0.0037 | 0.0033 | 0.0079 | 0.0057 | 0.0096 | 0.0042 | 0.0032 | 0.0039 | 0.0033 | 0.0034 | 0.0035 | 0.0021 | 0.0045 | 0.0024 |
urea | 0.0914 | 0.0227 | 0.0694 | 0.0656 | 0.0706 | 0.0269 | 0.0530 | 0.0353 | 0.0554 | 0.1738 | 0.0857 | 0.0556 | 0.0442 | 0.0241 |
valine | 0.9091 | 0.9389 | 1.1299 | 0.9972 | 1.1357 | 0.9881 | 0.8647 | 0.2176 | 0.8914 | 0.4682 | 0.7560 | 1.0143 | 0.7695 | 0.9627 |
z dioctylphtalate | 0.0767 | 0.0847 | 0.0636 | 0.0691 | 0.0522 | 0.0771 | 0.0677 | 0.0536 | 0.0613 | 0.0612 | 0.0642 | 0.0528 | 0.1006 | 0.1422 |
Factors:
F1 | treatment:Basal | pool aliquot:no |
F2 | treatment:Basal | pool aliquot:yes |
F3 | treatment:DCIS | pool aliquot:no |
F4 | treatment:DCIS | pool aliquot:yes |
F5 | treatment:HER2 | pool aliquot:no |
F6 | treatment:HER2 | pool aliquot:yes |
F7 | treatment:LumA | pool aliquot:no |
F8 | treatment:LumA | pool aliquot:yes |
F9 | treatment:LumB | pool aliquot:no |
F10 | treatment:LumB | pool aliquot:yes |
F11 | treatment:Reduction | pool aliquot:no |
F12 | treatment:Reduction | pool aliquot:yes |
F13 | treatment:Total Pool1 | pool aliquot:yes |
F14 | treatment:Total Pool2 | pool aliquot:yes |