Data for Metabolic Microenvironments in Normal Breast and Breast Cancer (MS analysis) (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 |