Data for Identification of Race-Associated Metabolite Biomarkers for Hepatocellular Carcinoma (Study ST000865)
(Analysis AN001390)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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,3-butanediol 2 | 0.9059 | 1.1435 | 1.1006 | 1.0977 | 1.4949 | 0.9857 | 0.9113 | 0.9340 | 0.8032 | 0.5172 | NA | NA | NA | NA |
2-hydroxybenzyl alcohol | 0.9735 | 1.8060 | 1.0067 | 0.9800 | 1.1894 | 0.8952 | 0.9677 | 1.0445 | 0.9409 | 0.8157 | NA | NA | NA | NA |
alpha-D-glucosamine 1-phosphate | 0.8426 | 1.3751 | 0.7606 | 1.1674 | 0.8384 | 1.7182 | 0.9633 | 0.9646 | 0.9455 | 1.4527 | NA | NA | NA | NA |
alpha tocophereol | 0.8231 | 0.6778 | 1.0127 | 1.1991 | 0.9620 | 1.2167 | 0.9585 | 0.9967 | 0.9460 | 0.6728 | NA | NA | NA | NA |
arabitol | 1.2961 | 0.7552 | 1.1654 | 0.6811 | 1.1842 | 0.9373 | 0.7612 | 0.8046 | 0.6218 | 0.7907 | NA | NA | NA | NA |
arachidic acid | 0.9222 | 0.6369 | 1.0260 | 0.9461 | 0.7789 | 1.2762 | 0.7614 | 0.9923 | 1.0621 | 0.6354 | NA | NA | NA | NA |
cholesterol | 1.0186 | 0.8481 | 1.0240 | 1.0187 | 1.0973 | 1.0987 | 0.7759 | 0.9843 | 0.8279 | 0.9015 | NA | NA | NA | NA |
citric acid | 0.8965 | 1.0298 | 1.1065 | 0.9977 | 1.1854 | 0.9237 | 0.6815 | 0.8732 | 1.0069 | 1.6522 | NA | NA | NA | NA |
Creatinine | 1.8655 | 0.5938 | 1.0870 | 0.6621 | 1.1835 | 1.1749 | 0.5451 | 0.6953 | 0.4748 | 0.4280 | NA | NA | NA | NA |
D-glucose 2 [17.625] / [24749] D-glucose 1 | 0.9501 | 1.1882 | 0.9739 | 1.1265 | 0.8538 | 0.9433 | 0.8604 | 1.0441 | 1.2287 | 1.3622 | NA | NA | NA | NA |
diglycerol 2 | 1.0853 | 0.4044 | 1.3294 | 0.5838 | 0.9241 | 0.8016 | 0.4348 | 0.8173 | 0.5230 | 1.0401 | NA | NA | NA | NA |
DL-isoleucine 1 | 0.9222 | 0.8557 | 0.8918 | 1.3325 | 0.8342 | 1.4444 | 1.2769 | 0.9440 | 0.7717 | 0.6783 | NA | NA | NA | NA |
DL-isoleucine 2 | 0.9458 | 1.5284 | 0.8123 | 1.3058 | 0.7962 | 1.3388 | 1.1649 | 1.1093 | 0.7134 | 0.8216 | NA | NA | NA | NA |
D-malic acid | 1.0210 | 1.4919 | 1.0423 | 0.6003 | 1.4306 | 1.2289 | 0.6640 | 0.8651 | 0.7031 | 1.0947 | NA | NA | NA | NA |
D-threitol | 0.8858 | 0.2592 | 0.7878 | 0.3013 | 0.7723 | 0.5621 | 1.7663 | 0.3846 | 0.3901 | 8.9950 | NA | NA | NA | NA |
ethanolamine | 0.8956 | 0.5559 | 1.0254 | 0.7600 | 0.9104 | 1.7533 | 0.6734 | 0.7795 | 0.6704 | 0.7817 | NA | NA | NA | NA |
glyceric acid | 0.8162 | 1.3440 | 1.0343 | 1.2445 | 1.3580 | 1.0311 | 0.9159 | 1.0203 | 0.9422 | 0.5556 | NA | NA | NA | NA |
glycine | 0.9805 | 1.1061 | 1.1816 | 1.0654 | 1.0897 | 0.8963 | 0.8308 | 0.8612 | 0.8633 | 0.6697 | NA | NA | NA | NA |
glycine-d5 deuterated | 1.0930 | 1.3695 | 1.0093 | 0.9587 | 1.0724 | 0.9834 | 0.8824 | 0.9949 | 0.8533 | 0.8990 | NA | NA | NA | NA |
lactulose 1 | 1.9034 | 1.6131 | 1.1011 | 0.1677 | 1.2648 | 0.6515 | 0.2258 | 1.0847 | 0.5151 | 0.0755 | NA | NA | NA | NA |
L-alanine-2,3,3,3-d4 | 1.3418 | 0.0782 | 1.3048 | 0.6049 | 0.2307 | 0.6982 | 1.3608 | 0.7576 | 0.3027 | 0.5284 | NA | NA | NA | NA |
lauric acid | 0.5958 | 2.1477 | 1.2265 | 1.3383 | 1.3357 | 0.7067 | 0.8190 | 0.8964 | 0.4681 | 1.2928 | NA | NA | NA | NA |
L-cystine 3 | 0.6182 | 1.0436 | 1.0576 | 0.5438 | 1.1396 | 1.0184 | 0.6584 | 1.0544 | 0.7920 | 1.9152 | NA | NA | NA | NA |
L-glutamic acid 2 | 1.8286 | 0.2648 | 0.7997 | 1.4226 | 0.8084 | 1.4379 | 0.8023 | 0.9093 | 0.4297 | 0.6294 | NA | NA | NA | NA |
L-glutamic acid-2,3,3,4,4-d5 2 | 0.9492 | 0.8539 | 1.0920 | 0.8970 | 1.1766 | 1.0062 | 0.9075 | 0.8797 | 0.8606 | 1.1710 | NA | NA | NA | NA |
L-glutamic acid-2,3,3,4,4-d5 3 (dehydrated) | 0.9827 | 0.8030 | 1.0509 | 0.9033 | 1.2722 | 1.1433 | 0.7813 | 0.9278 | 0.8301 | 0.8780 | NA | NA | NA | NA |
L-homoserine 3 | 1.1333 | 0.9860 | 0.9777 | 1.0931 | 1.8799 | 1.0244 | 1.1804 | 0.8198 | 1.0282 | 0.9631 | NA | NA | NA | NA |
linoleic acid | 1.0234 | 0.3140 | 0.7835 | 1.5286 | 0.4640 | 1.4558 | 1.0323 | 1.0988 | 0.7542 | 1.2211 | NA | NA | NA | NA |
L-(+) lactic acid | 1.1023 | 1.0210 | 1.0555 | 0.8610 | 0.8803 | 1.0877 | 0.7867 | 0.9372 | 0.9162 | 0.8067 | NA | NA | NA | NA |
L-leucine 1 | 1.0219 | 1.2559 | 0.7839 | 1.5256 | 0.4725 | 1.4137 | 1.3242 | 1.0884 | 0.4710 | 0.8257 | NA | NA | NA | NA |
L-phenylalanine-phenyl-d5-2,3,3-d3 2 | 0.8406 | 0.7588 | 1.1127 | 0.9346 | 1.1363 | 1.0011 | 0.9761 | 0.8726 | 0.9476 | 1.1712 | NA | NA | NA | NA |
L-proline 2 | 0.8190 | 0.9407 | 1.0686 | 1.0574 | 1.4911 | 0.9961 | 0.7038 | 1.0535 | 0.7580 | 0.7585 | NA | NA | NA | NA |
L-pyroglutamic acid/ glutamic acid | 1.0375 | 0.5565 | 1.1561 | 0.9339 | 1.0582 | 1.0206 | 0.8422 | 0.8248 | 0.8203 | 0.8563 | NA | NA | NA | NA |
L-serine 1 | 0.5690 | 0.9970 | 0.9291 | 1.6481 | 1.2255 | 0.9971 | 1.1565 | 1.1974 | 1.1075 | 0.7282 | NA | NA | NA | NA |
L- sorbose 2 | 2.0840 | 0.0358 | 1.0028 | 0.1180 | 0.0422 | 1.1826 | 0.0998 | 0.9587 | 1.8561 | 0.1491 | NA | NA | NA | NA |
L-threonine 1 | 0.8924 | 1.0141 | 0.9862 | 1.6714 | 1.2382 | 1.1740 | 1.1255 | 0.8865 | 0.7574 | 0.8522 | NA | NA | NA | NA |
L-threonine 2 | 1.0094 | 0.7844 | 1.0492 | 0.9502 | 1.1653 | 1.1268 | 0.9565 | 0.9249 | 0.7615 | 0.7035 | NA | NA | NA | NA |
L-tyrosine-3,3-d2 2 | 0.7498 | 0.9986 | 1.0555 | 1.1626 | 1.1024 | 0.9595 | 0.9519 | 1.0143 | 1.0314 | 1.0350 | NA | NA | NA | NA |
L-valine 1 | 0.7884 | 0.6008 | 0.7883 | 1.6520 | 1.0030 | 1.4350 | 1.4072 | 1.0937 | 0.7354 | 0.7574 | NA | NA | NA | NA |
L-valine 2 | 0.9073 | 0.1940 | 0.8172 | 1.1091 | 0.4517 | 1.9497 | 1.2905 | 0.8973 | 0.4424 | 0.7537 | NA | NA | NA | NA |
myo-inositol | 1.4509 | 0.3590 | 1.0166 | 1.0781 | 1.3509 | 1.1151 | 0.5426 | 0.8460 | 1.0895 | 0.8093 | NA | NA | NA | NA |
Myristic Acid d27 | 0.8886 | 0.8213 | 1.0093 | 1.0205 | 0.9807 | 0.9645 | 0.9625 | 0.9967 | 1.1964 | 1.3428 | NA | NA | NA | NA |
N-acetyl-5-hydroxytryptamine 1 | 0.9611 | 1.0046 | 0.9912 | 1.2026 | 1.1978 | 1.0006 | 0.7507 | 1.0214 | 0.8650 | 1.2944 | NA | NA | NA | NA |
oxalic acid | 1.1877 | 0.5764 | 0.9288 | 1.3326 | 0.9684 | 1.0100 | 1.1584 | 0.9861 | 0.7686 | 1.1167 | NA | NA | NA | NA |
palmitic acid | 0.8506 | 0.8279 | 0.9579 | 1.7051 | 0.7848 | 1.0868 | 0.9868 | 1.0372 | 1.0064 | 1.0280 | NA | NA | NA | NA |
Phenylalanine 1 | 0.6893 | 0.5674 | 1.2195 | 1.0115 | 2.0099 | 1.0266 | 0.7505 | 0.7128 | 1.0252 | 1.1445 | NA | NA | NA | NA |
phosphoric acid | 1.0997 | 0.9619 | 0.9997 | 1.2859 | 0.6302 | 1.0430 | 0.9861 | 1.0596 | 0.6089 | 0.5544 | NA | NA | NA | NA |
putrescine | 0.6902 | 0.4939 | 1.2227 | 0.8919 | 1.0214 | 1.0578 | 1.0095 | 0.7475 | 1.4215 | 0.8426 | NA | NA | NA | NA |
ribitol | 1.3423 | 0.5112 | 1.2601 | 0.6384 | 0.8434 | 0.8102 | 0.6435 | 0.7072 | 0.5583 | 1.3464 | NA | NA | NA | NA |
ribose | 1.5271 | 0.2453 | 1.1747 | 1.1474 | 0.4293 | 1.0129 | 0.5346 | 0.7249 | 0.7949 | 0.9298 | NA | NA | NA | NA |
stearic acid | 0.8872 | 0.8493 | 0.9455 | 1.2627 | 0.9425 | 1.1714 | 0.9083 | 1.0485 | 1.1062 | 0.9237 | NA | NA | NA | NA |
tagatose 1 | 0.7732 | 4.8961 | 1.2876 | 0.0544 | 3.5646 | 0.3011 | 0.1329 | 0.9145 | 2.0620 | 0.0963 | NA | NA | NA | NA |
trans-aconitic acid | 0.7779 | 0.7810 | 1.2594 | 0.8985 | 0.3252 | 1.0258 | 0.5588 | 0.8304 | 0.6107 | 1.4769 | NA | NA | NA | NA |
tyramine | 0.7376 | 1.5290 | 1.1864 | 1.2036 | 1.7999 | 0.8566 | 0.3620 | 0.9972 | 0.3613 | 0.9613 | NA | NA | NA | NA |
tyrosine 2 | 0.5818 | 0.9341 | 1.0945 | 1.2952 | 0.8850 | 1.0719 | 0.9137 | 0.9695 | 1.1194 | 1.0337 | NA | NA | NA | NA |
urea | 0.9324 | 0.9575 | 0.9577 | 1.1945 | 1.3576 | 1.2262 | 1.0234 | 0.9129 | 1.3596 | 0.7070 | NA | NA | NA | NA |
Factors:
F1 | Patient group:CIRR | RACE:AA |
F2 | Patient group:CIRR | RACE:Asian |
F3 | Patient group:CIRR | RACE:EA |
F4 | Patient group:CIRR | RACE:Hisp |
F5 | Patient group:CIRR | RACE:Other |
F6 | Patient group:HCC | RACE:AA |
F7 | Patient group:HCC | RACE:Asian |
F8 | Patient group:HCC | RACE:EA |
F9 | Patient group:HCC | RACE:Hisp |
F10 | Patient group:HCC | RACE:Other |
F11 | Patient group:Pool CIRR | RACE:- |
F12 | Patient group:Pool HCC | RACE:- |
F13 | Patient group:POSSIBLE CASE | RACE:- |
F14 | Patient group:- | RACE:- |