Data for (Study ST000054)
(Analysis AN000092)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 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1-monopalmitin | 0.2905 | 0.6849 | 0.3604 | 1.6538 | 0.5357 | 1.1766 | 0.1941 | 0.9837 | 0.3102 | 0.4946 | 0.1861 | 0.6746 | 2.0499 | 4.6776 |
1-monostearin | 0.2079 | 0.6859 | 0.2742 | 0.6604 | 0.3815 | 0.7306 | 0.1259 | 0.3753 | 0.1922 | 0.3263 | 0.1440 | 0.3176 | 0.8615 | 8.0188 |
2-hydroxybutanoic acid | 1.0448 | 1.2531 | 0.7820 | 1.2303 | 1.4622 | 1.3777 | 0.9769 | 0.9586 | 0.8418 | 0.7577 | 0.7764 | 0.9182 | 1.0754 | 1.0717 |
alpha-ketoglutarate | 0.6226 | 0.6867 | 0.4125 | 0.6454 | 1.5249 | 0.6602 | 1.6888 | 0.7163 | 1.0858 | 0.4807 | 0.4108 | 0.6122 | 1.2536 | 1.5977 |
alpha tocopherol | 1.7730 | 0.7563 | 0.6530 | 0.7628 | 0.6774 | 0.5339 | 0.5318 | 1.0105 | 1.1788 | 0.2845 | 0.5536 | 0.3522 | 1.0751 | 2.3025 |
aminomalonic acid | 1.1284 | 0.9871 | 1.2176 | 2.5468 | 0.5523 | 0.1283 | 1.0906 | 0.1139 | 0.6661 | 0.5321 | 0.9650 | 0.9887 | 1.4609 | 0.5284 |
arachidiic acid | 1.0874 | 1.1400 | 0.8514 | 1.0146 | 1.0336 | 1.1428 | 1.0389 | 0.7427 | 1.1171 | 0.9276 | 0.9431 | 1.0526 | 0.9513 | 1.0168 |
aspartate minor | 1.4331 | 1.3094 | 1.2077 | 1.6984 | 1.7994 | 1.2374 | 0.3696 | 0.6594 | 1.0680 | 1.0418 | 0.3389 | 0.4718 | 1.1224 | 0.5938 |
behenic acid | 1.0949 | 1.1004 | 0.8468 | 0.9056 | 0.9556 | 1.0670 | 1.0273 | 0.7899 | 1.0449 | 0.8224 | 0.9101 | 1.0165 | 0.9999 | 1.2379 |
benzoic acid | 1.0629 | 1.1604 | 0.8435 | 1.1359 | 1.0073 | 1.0876 | 1.0175 | 1.0078 | 1.0568 | 1.0565 | 0.9697 | 1.0195 | 0.9981 | 0.9832 |
beta-hydroxybutyric acid | 1.3625 | 1.6787 | 0.7756 | 1.2148 | 1.5064 | 2.4795 | 0.9670 | 1.1810 | 0.8523 | 0.5839 | 0.4320 | 0.4336 | 0.9699 | 0.9816 |
caprylic acid | 1.0420 | 1.3178 | 0.9377 | 1.1029 | 1.1399 | 1.3189 | 1.0316 | 0.8547 | 1.0901 | 1.0125 | 0.9727 | 1.0817 | 0.8746 | 0.8078 |
chlorogenic acid major | 1.0675 | 0.9793 | 0.9651 | 1.2035 | 1.0236 | 0.9528 | 0.9993 | 0.8790 | 1.0141 | 1.1976 | 1.0112 | 0.8584 | 0.9355 | 0.9918 |
cholesterol | 1.3308 | 1.1225 | 1.2609 | 1.1198 | 1.4999 | 1.0654 | 0.8613 | 0.8428 | 1.1443 | 0.9848 | 0.6451 | 0.8124 | 0.6673 | 0.7063 |
citric acid | 1.3127 | 1.1044 | 0.7866 | 1.5602 | 1.1569 | 0.7059 | 0.8051 | 0.7736 | 1.7712 | 1.1937 | 0.6002 | 0.6915 | 0.9924 | 0.5739 |
creatine major dehydrated TMS3 | 0.9659 | 0.9842 | 0.9736 | 1.5099 | 1.0507 | 0.7379 | 1.2793 | 0.8769 | 0.7612 | 0.8332 | 0.7248 | 1.0150 | 1.3061 | 0.7436 |
glutamic acid 2TMS | 1.1006 | 0.6050 | 1.9378 | 1.5799 | 1.6081 | 1.2783 | 0.2810 | 0.2506 | 1.5790 | 0.8217 | 0.4107 | 0.2062 | 0.7385 | 0.5196 |
glycerol | 0.9089 | 1.2886 | 0.7485 | 1.1677 | 1.0213 | 1.2741 | 1.1067 | 1.0816 | 0.8501 | 0.8280 | 1.0934 | 1.3940 | 1.0666 | 1.0385 |
heptadecanoic acid | 1.0584 | 1.0983 | 0.8401 | 1.1320 | 0.9584 | 1.1846 | 1.0343 | 0.8670 | 1.0697 | 0.8950 | 0.9534 | 1.1952 | 1.0128 | 1.0128 |
isoleucine | 1.1039 | 0.7719 | 1.3111 | 1.1632 | 1.2864 | 1.0229 | 1.3479 | 0.5326 | 1.0701 | 0.6890 | 0.6314 | 0.6609 | 0.7375 | 0.6842 |
lauric acid | 1.2778 | 1.3177 | 0.8569 | 0.8995 | 0.9134 | 0.7276 | 0.9237 | 1.0260 | 1.0599 | 0.9899 | 0.9236 | 1.0428 | 1.0096 | 1.0599 |
linoleic acid | 0.9650 | 1.1034 | 0.7199 | 1.2261 | 0.8046 | 1.0973 | 1.0419 | 1.1685 | 0.9186 | 0.7408 | 0.9045 | 1.1898 | 1.3003 | 1.1934 |
lysine | 0.8340 | 1.3564 | 0.8814 | 1.5907 | 1.2632 | 2.0362 | 0.9322 | 0.3808 | 1.0260 | 1.1397 | 0.8823 | 0.8327 | 1.0133 | 0.9173 |
maleimide | 1.1140 | 1.6546 | 0.7968 | 1.6257 | 1.1008 | 1.6666 | 0.6407 | 0.3623 | 1.3707 | 1.4822 | 0.7257 | 0.6786 | 1.1558 | 0.7432 |
malic acid | 1.3882 | 1.3475 | 1.0252 | 1.4936 | 1.2527 | 0.8690 | 0.7919 | 0.6673 | 0.9267 | 0.9569 | 0.6166 | 0.6470 | 1.0966 | 0.8834 |
myristic acid | 1.0422 | 1.1153 | 0.8607 | 1.0853 | 1.0006 | 1.1839 | 1.0321 | 0.9280 | 1.0470 | 0.9172 | 0.9601 | 1.0716 | 1.0176 | 0.9961 |
N-acetyl-L-aspartic acid 1 | 1.0158 | 1.0190 | 0.9499 | 1.2737 | 1.4947 | 1.4682 | 0.7771 | 0.6842 | 1.1484 | 0.9335 | 0.5326 | 0.5726 | 0.9281 | 1.3805 |
octadecanol | 1.1164 | 1.1583 | 0.8034 | 1.1782 | 0.9131 | 1.0761 | 0.9678 | 0.9621 | 0.9803 | 0.8315 | 0.8235 | 0.8791 | 1.2582 | 1.0573 |
oleic acid | 0.9360 | 1.1378 | 0.6897 | 1.2339 | 0.9816 | 1.2114 | 1.0449 | 1.1915 | 0.9252 | 0.7787 | 0.8625 | 1.1972 | 1.2501 | 1.1747 |
oxalic acid | 0.9614 | 1.2683 | 0.8025 | 1.1019 | 1.1908 | 0.8235 | 0.9273 | 0.8139 | 1.5295 | 0.7951 | 0.7671 | 0.7099 | 1.0022 | 0.9971 |
oxoproline | 1.1761 | 0.9858 | 1.6310 | 1.3026 | 1.4523 | 1.3331 | 0.7948 | 0.5481 | 0.9515 | 0.9259 | 0.6259 | 0.6619 | 0.7603 | 0.5775 |
palmitic acid | 1.0233 | 1.1552 | 0.8267 | 1.2734 | 1.0719 | 1.4367 | 0.9563 | 0.9007 | 1.0363 | 0.8799 | 0.9314 | 1.2401 | 0.9890 | 1.0630 |
palmitoleic acid | 1.2627 | 0.3984 | 0.8350 | 0.4853 | 0.7219 | 0.3689 | 1.2615 | 2.4021 | 1.0481 | 0.2239 | 0.8102 | 1.4584 | 1.1252 | 1.1140 |
pelargonic acid | 1.0635 | 1.1971 | 0.9065 | 1.1329 | 1.0759 | 1.2082 | 1.0328 | 1.0328 | 1.1013 | 1.1633 | 0.9159 | 1.0056 | 0.9045 | 0.9025 |
pentadecanoic acid | 1.0192 | 1.1188 | 0.9006 | 1.4369 | 1.1073 | 1.1016 | 1.0024 | 0.8676 | 1.0773 | 0.9735 | 0.8900 | 1.0005 | 1.0064 | 0.9161 |
phosphate | 1.2580 | 0.9898 | 0.8196 | 1.4278 | 1.5010 | 1.0117 | 1.1750 | 0.9384 | 1.0988 | 1.1628 | 0.6439 | 0.7867 | 0.8396 | 0.7098 |
pinitol | 0.9256 | 0.8008 | 0.8426 | 1.0260 | 1.5882 | 1.0317 | 0.9314 | 0.8418 | 0.9100 | 0.8419 | 1.3123 | 1.2982 | 0.8081 | 0.9421 |
proline | 0.9301 | 1.0947 | 1.1802 | 1.2342 | 1.6345 | 1.2526 | 1.3069 | 0.6521 | 1.1770 | 0.5865 | 0.6108 | 0.8135 | 0.6956 | 0.5806 |
ribitol | 0.9944 | 1.0778 | 0.9605 | 1.3052 | 1.0922 | 1.1860 | 1.0324 | 0.9976 | 0.9618 | 0.9364 | 0.9475 | 0.9998 | 0.9913 | 0.9330 |
salicylic acid | 1.0568 | 0.9094 | 0.7665 | 1.4539 | 0.7997 | 0.7899 | 1.8634 | 0.4161 | 0.8367 | 0.7241 | 0.7784 | 0.6762 | 1.0450 | 0.8365 |
serine | 1.6849 | 0.8701 | 1.9340 | 0.7902 | 0.9708 | 0.7435 | 0.8934 | 0.4201 | 0.7580 | 0.5069 | 0.6180 | 0.6187 | 0.6793 | 0.6054 |
serine minor | 1.0432 | 0.9226 | 1.2162 | 1.1994 | 1.6805 | 1.9490 | 0.6292 | 0.6019 | 1.1257 | 0.7687 | 0.6776 | 0.7281 | 0.9119 | 0.7908 |
shikimic acid | 1.2878 | 1.2447 | 1.1207 | 1.2856 | 1.1909 | 1.0740 | 1.2164 | 0.1020 | 1.2065 | 1.5353 | 1.2398 | 1.2126 | 0.3521 | 0.2819 |
sorbitol | 0.2268 | 0.2358 | 1.4848 | 2.5353 | 0.7358 | 1.0255 | 0.7809 | 0.4255 | 1.2597 | 1.2611 | 1.3488 | 0.8206 | 1.0009 | 0.9624 |
stearic acid | 0.9964 | 1.1851 | 0.8226 | 1.1096 | 1.0490 | 1.2395 | 0.9817 | 0.8824 | 1.0934 | 0.9035 | 0.9017 | 1.1481 | 0.9967 | 1.1466 |
succinate semialdehyde meox1 | 0.7487 | 0.9744 | 1.3079 | 0.6711 | 1.6956 | 2.4424 | 0.8102 | 0.3376 | 2.1201 | 0.6164 | 0.8521 | 0.5103 | 0.4255 | 0.2453 |
threonine | 2.4137 | 0.7418 | 1.8519 | 0.7023 | 0.5705 | 0.5356 | 1.2853 | 0.2584 | 0.5778 | 0.3451 | 0.4744 | 0.5232 | 0.5553 | 0.4264 |
threonine minor | 1.1396 | 0.9678 | 1.2281 | 1.2109 | 1.6066 | 1.7107 | 0.7030 | 0.6204 | 1.1275 | 0.7825 | 0.6344 | 0.6890 | 0.8824 | 0.7651 |
trans-4-hydroxy-L-proline minor1 | 0.8486 | 0.8169 | 1.4434 | 1.4812 | 2.3705 | 1.2054 | 0.6977 | 0.8985 | 0.7488 | 0.6354 | 0.6500 | 0.4840 | 0.9431 | 0.5281 |
urea | 1.5718 | 0.4293 | 0.9583 | 1.2803 | 1.3139 | 0.5794 | 0.8585 | 0.6102 | 0.9476 | 2.4772 | 1.1958 | 0.9871 | 0.7031 | 0.4046 |
valine | 1.0523 | 1.1954 | 1.0514 | 1.3111 | 1.4239 | 1.4325 | 0.9429 | 0.2533 | 1.0273 | 0.4493 | 0.7104 | 1.2129 | 0.8236 | 1.0886 |
z dioctylphtalate | 1.0517 | 1.2769 | 0.7009 | 1.0761 | 0.7751 | 1.3230 | 0.8743 | 0.7381 | 0.8367 | 0.6952 | 0.7141 | 0.7473 | 1.2749 | 1.9047 |
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 |