Data for (Study ST003177)
(Analysis AN005215)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 |
---|---|---|---|---|---|---|---|---|
1-Methyladenosine | 1.9634 | 1.9610 | 1.8838 | 1.6543 | 0.4087 | 0.4029 | 1.9679 | 0.8980 |
1-Methylguanosine | 0.7108 | 0.8330 | 1.0242 | 1.0099 | 1.0671 | 1.0798 | 0.8439 | 0.9061 |
1-Methylnicotinamide | 0.3917 | 1.1451 | 1.3040 | 0.5420 | 1.0640 | 0.7967 | 1.4453 | 0.1098 |
3-Acetamidopropanal | 1.1838 | 0.8472 | 0.8365 | 0.9092 | 1.1582 | 0.9624 | 0.9054 | 0.6797 |
3-Aminoisobutyric acid | 1.7065 | 0.8164 | 0.6965 | 0.7778 | 1.1979 | 1.0045 | 0.7331 | 0.7879 |
3-Hydroxyanthranilate | NA | 0.1696 | 1.5966 | 0.8753 | 1.2499 | 0.8948 | 2.8821 | NA |
3-Hydroxy-L-kynurenine | 3.8621 | 0.6544 | 0.9172 | 1.1514 | 1.1853 | 0.7656 | 2.0660 | 0.6080 |
4-Acetamidobutanoate | 0.9062 | 0.6515 | 0.6830 | 0.9936 | 1.1921 | 1.1471 | 0.7838 | 0.8411 |
4-Trimethylammoniobutanoate | 0.4568 | 1.1841 | 0.9043 | 0.9556 | 1.0974 | 0.7883 | 0.4729 | 0.5969 |
5-Aminolevulinate | 1.5670 | 1.5608 | 1.4399 | 1.6256 | 0.5575 | 0.6777 | 2.1858 | 0.9462 |
5-Aminopentanoic acid | 0.7086 | 0.7946 | 0.8366 | 0.9470 | 1.1451 | 1.0851 | 0.6445 | 0.8505 |
5-Hydroxyindoleacetate | NA | 0.5721 | 2.2442 | 0.2727 | 1.3826 | 0.7713 | 1.2098 | NA |
5-Hydroxy-L-tryptophan | NA | 0.8165 | 1.0267 | 0.8321 | 1.2008 | 0.9220 | 0.9630 | NA |
5-Oxoproline | 0.6292 | 0.7793 | 0.8325 | 0.8604 | 1.1615 | 1.1136 | 0.6914 | 0.3927 |
6-Methyladenosine | 0.3700 | 1.5588 | 1.8481 | 2.4028 | 0.5480 | 0.5702 | 0.6786 | 0.8351 |
8-Hydroxy-deoxyguanosine | NA | 0.6711 | 0.8954 | 0.7821 | 1.2786 | 1.0056 | 1.0919 | NA |
8-hydroxyguanosine | NA | NA | NA | NA | 1.6337 | 0.3663 | NA | NA |
Acetylcholine | 0.9891 | 0.9998 | 0.7641 | 1.0115 | 0.9863 | 1.0850 | 0.9351 | NA |
Adenosine | 1.3733 | 0.6678 | 0.5210 | 0.8862 | 1.2247 | 1.0502 | 1.5424 | 0.6183 |
alpha-Tocopherol | 1.8479 | 1.7520 | 1.7068 | 0.4115 | 0.6890 | 0.6844 | 1.5301 | 0.3826 |
Anthranilate | 0.2952 | 1.1712 | 1.9397 | 0.6231 | 0.9958 | 0.7416 | 0.8562 | NA |
Betaine | 0.3264 | 0.7389 | 0.8224 | 0.8045 | 0.9875 | 1.4080 | 1.4922 | 0.1416 |
Bilirubin | 2.4003 | 2.9471 | 2.4205 | 0.3024 | 0.1163 | 0.1149 | 2.5780 | 0.0516 |
Cadaverine | 0.3292 | 0.3523 | 0.4750 | 0.8492 | 1.3782 | 1.3245 | 0.3157 | 0.9351 |
Carnitine | 0.7314 | 0.7312 | 0.7387 | 1.0096 | 1.1471 | 1.1329 | 0.7453 | 1.0628 |
Carnosine | 0.6560 | 0.8312 | 0.8630 | 0.9728 | 1.0983 | 1.1288 | 0.5330 | 0.9843 |
Choline | 0.8349 | 0.9251 | 1.1383 | 0.8705 | 1.0646 | 1.0206 | 0.6679 | 0.9742 |
Creatine | 0.3408 | 0.9081 | 0.9441 | 0.8258 | 0.8545 | 1.5835 | 0.3353 | 0.6085 |
Creatinine | 0.8550 | 0.8173 | 0.7727 | 1.0892 | 1.1037 | 1.0779 | 0.7611 | 0.9867 |
Cys-Gly | 1.2078 | 1.2078 | 1.0827 | 0.5711 | 0.6681 | 0.5810 | 0.8870 | NA |
Cysteamine | 0.7021 | 1.1590 | 0.9396 | 1.1284 | 0.9297 | 0.9157 | 0.7953 | 3.2995 |
Cytidine | 0.8438 | 1.5532 | 2.1975 | 1.1773 | 0.6522 | 0.7119 | 0.6141 | 0.7559 |
Cytosine | 0.5822 | 0.4540 | 0.6542 | 1.3173 | 1.2203 | 1.2169 | 0.5055 | 1.0796 |
Deoxyuridine | NA | 0.7477 | 1.2177 | 0.4321 | 1.2470 | 1.0127 | 0.7915 | NA |
D-Glucosamine | 0.5165 | 0.4476 | 0.5169 | 1.2472 | 1.1792 | 1.3513 | 0.7361 | 1.1201 |
Dimethylglycine | 0.7793 | 0.8484 | 0.9696 | 0.9578 | 1.0700 | 1.0822 | 0.8639 | 1.0720 |
D-Mannose | 2.3367 | 0.7470 | 0.9842 | 1.4440 | 0.8259 | 1.2103 | 1.6009 | NA |
D-Sorbitol | NA | 0.9951 | 0.2535 | 0.4842 | 1.5159 | 0.7434 | 1.1378 | NA |
Ethyl 4-aminobutyrate | 0.4322 | 0.6019 | 0.5497 | 0.7881 | 1.3654 | 1.0427 | 0.6501 | NA |
Glycerol | NA | 1.0000 | NA | NA | NA | NA | NA | NA |
Guanosine | NA | 0.6147 | NA | 1.7077 | 0.8156 | 1.4491 | 0.3969 | 1.2969 |
Guanosine 5^-monophosphate | 0.2615 | 0.2664 | 0.1486 | 0.2628 | 1.3289 | 1.1195 | 0.3215 | 0.2573 |
Hydroxyproline | 0.3408 | 0.6240 | 0.3783 | 1.2529 | 1.2466 | 1.1700 | 0.4191 | 0.3489 |
Indole | 0.2444 | 0.3187 | 0.2240 | 0.9481 | 1.3963 | 1.3524 | 0.2793 | NA |
Indole-3-acetate | 0.4383 | 0.6646 | 0.6027 | 0.6432 | 1.2325 | 1.2722 | 0.5203 | 0.7782 |
Indolelactate | 0.6419 | 0.7203 | 0.5699 | 0.9356 | 1.1744 | 1.1856 | 0.6306 | 1.2881 |
IndolePyruvate | 0.8796 | 1.1241 | 2.2296 | 0.9369 | 0.7632 | 0.7152 | 0.3507 | 9.6262 |
Inosine | 0.0534 | 1.1264 | 4.4089 | 0.0957 | 0.8751 | 0.6016 | 0.0691 | 0.2910 |
L-Adrenaline | 0.4325 | 0.4358 | 0.4056 | 0.7276 | 1.1437 | 1.6799 | 0.6644 | 0.8916 |
L-Alanine | 0.7063 | 0.7369 | 0.7743 | 0.9203 | 1.1711 | 1.1084 | 0.7069 | 1.1435 |
L-Arginine | 0.4433 | 0.4533 | 0.4770 | 0.8990 | 1.3237 | 1.2655 | 0.4520 | 1.2961 |
L-Asparagine | 1.7440 | 2.3597 | 2.8035 | 1.9839 | 0.1208 | 0.1331 | 1.9338 | 1.1488 |
L-Aspartate | 0.6093 | 0.6708 | 0.6641 | 1.0627 | 1.1039 | 1.0098 | 1.3389 | 2.7157 |
L-Cysteine | 1.4692 | 1.4339 | 2.0800 | 0.8885 | 0.4776 | 0.5296 | 1.3868 | 0.8214 |
L-Cystine | 1.5231 | 1.8265 | 2.6339 | 0.3810 | 0.5674 | 0.5496 | 1.7421 | 0.4133 |
L-Glutamate | 0.2801 | 0.3457 | 0.4322 | 0.8975 | 1.3986 | 1.3025 | 0.2373 | 0.9581 |
L-Glutamine | 1.7944 | 1.7136 | 1.8014 | 1.3504 | 0.3633 | 0.9119 | 1.8165 | 0.7664 |
L-Glycine | 0.6905 | 0.8427 | 0.9460 | 0.9663 | 1.1158 | 1.0409 | 0.6878 | 0.9548 |
L-Histidine | 0.5855 | 0.6126 | 0.6004 | 0.7494 | 1.2661 | 1.2097 | 0.5793 | 0.8269 |
L-Homocysteine | 0.9128 | 0.9317 | 0.9540 | 0.6667 | 1.1253 | 1.0324 | 0.6209 | 0.9806 |
L-Homoserine | 0.7388 | 0.8210 | 0.7972 | 1.0300 | 1.1181 | 1.0639 | 0.7445 | 1.1910 |
L-Isoleucine | 0.6814 | 0.7535 | 0.7422 | 1.2185 | 1.1130 | 1.0957 | 0.7410 | 1.2114 |
L-Kynurenine | 0.7846 | 0.7829 | 0.7620 | 0.9835 | 1.1146 | 1.0807 | 1.1914 | 0.8481 |
L-Leucine | 0.7125 | 0.8171 | 0.7926 | 1.0913 | 1.0959 | 1.0896 | 0.7405 | 1.2171 |
L-Lysine | 0.7834 | 0.7682 | 0.7215 | 1.0267 | 1.1593 | 1.0636 | 0.7544 | 1.1755 |
L-Methionine | 0.7103 | 0.8495 | 0.8390 | 0.4358 | 1.1686 | 1.1352 | 0.7769 | 1.2778 |
L-Normetanephrine | 0.4842 | 0.6399 | 0.5400 | 1.1006 | 1.2211 | 1.0907 | 0.7074 | 1.0550 |
L-Ornithine | 1.0099 | 0.8881 | 0.8513 | 0.9748 | 1.0728 | 1.0569 | 0.9056 | 0.7303 |
L-Phenylalanine | 0.6837 | 0.7623 | 0.9500 | 0.9105 | 1.1310 | 1.1119 | 0.6879 | 1.0943 |
L-Pipecolate | 0.3900 | 0.7439 | 0.6677 | 1.0469 | 1.1272 | 1.1855 | 0.8266 | 0.5367 |
L-Proline | 3.2422 | 1.0550 | 0.6899 | 0.8920 | 1.1353 | 0.6899 | 1.2784 | 0.2197 |
L-Serine | 0.7160 | 0.8394 | 0.9293 | 0.9662 | 1.1061 | 1.0659 | 0.6408 | 1.1931 |
L-Threonine | 0.7395 | 0.8206 | 0.7929 | 1.0232 | 1.1189 | 1.0689 | 0.7362 | 1.1498 |
L-Tryptophan | 0.7215 | 0.8480 | 0.8254 | 1.1217 | 1.0883 | 1.0504 | 0.7485 | 1.1680 |
L-Tyrosine | 0.6886 | 0.8236 | 0.8840 | 1.0181 | 1.1007 | 1.0656 | 0.7688 | 1.3675 |
L-Valine | 0.4688 | 0.9611 | 0.5509 | 1.2797 | 1.0973 | 1.0164 | 0.4245 | 0.6412 |
Melatonin | 0.6637 | 0.6548 | 0.8246 | 0.9161 | 1.1865 | 1.1489 | 0.6570 | 1.0010 |
Methylthioadenosine | NA | 0.5713 | 1.6328 | 1.2155 | 0.7649 | 0.9884 | 3.6950 | NA |
N1-Acetylspermine | 2.6130 | 0.8729 | 0.8392 | 0.8273 | 1.1107 | 0.9139 | 0.9761 | 2.0158 |
N8-Acetylspermidine | 0.8792 | 0.8479 | 0.9088 | 0.9201 | 1.0797 | 1.1295 | 0.6797 | 0.6545 |
N-Acetylputrescine | 0.6836 | 0.7056 | 1.0829 | 0.5966 | 1.1173 | 1.2608 | 0.7976 | 0.8205 |
Nicotinamide | 1.5628 | 1.0827 | 1.5567 | 0.8758 | 0.9479 | 0.7436 | 1.8621 | 0.6762 |
Nicotinamide mononucleotide | 0.4792 | 0.5942 | NA | 0.7317 | 1.2591 | 0.9665 | 0.7054 | NA |
N-Methylhistamine | NA | 0.6449 | 0.7322 | 0.7609 | 1.1859 | 0.9036 | 2.5377 | NA |
N(pi)-Methyl-L-histidine | 0.5797 | 0.7409 | 0.4835 | 1.7636 | 0.9785 | 1.2607 | 0.5853 | 1.4435 |
O-Acetylcarnitine | 0.3600 | 1.6933 | 0.6708 | 1.9644 | 0.5424 | 1.0201 | 0.3548 | 0.3081 |
O-Phosphotyrosine | NA | 0.7387 | 0.9294 | 0.5275 | 1.3239 | 1.0266 | 0.8495 | NA |
Putrescine | NA | 1.2403 | 3.6404 | 1.5930 | 0.5764 | 0.5450 | 1.5570 | NA |
Pyridoxine | NA | 0.4348 | 0.4983 | 0.5963 | 1.9098 | 0.6017 | 0.8500 | NA |
S-Adenosylmethionine | 1.9059 | 0.6528 | 0.4503 | 2.2650 | 0.3354 | 0.6832 | 1.7921 | 0.9606 |
Salicyluric acid | NA | 0.6816 | 1.5287 | 0.4539 | 1.1069 | 1.0168 | 1.8126 | NA |
Sarcosine | 0.8090 | 1.1610 | 0.5647 | 1.0585 | 0.9408 | 1.0599 | 1.1024 | 0.5193 |
Serotonin | 2.2484 | 1.1404 | 1.7068 | 1.1514 | 0.7437 | 0.6514 | 3.4567 | 0.7236 |
Spermidine | 1.2854 | 0.6155 | 0.6958 | 1.1834 | 1.1281 | 1.1168 | 1.2178 | 0.7113 |
Spermine | 0.7693 | 0.6610 | 0.6669 | 0.9331 | 1.1487 | 1.0488 | 1.0297 | NA |
Taurine | 0.9470 | 1.2081 | 1.6923 | 0.7840 | 0.9365 | 0.7740 | 1.0026 | 0.9218 |
Trimethylamine | 0.3530 | 0.7747 | 0.5753 | 0.4452 | 1.2363 | 1.2753 | 0.3045 | 0.4037 |
Trimethylamine-N-oxide | 0.7437 | 0.9163 | 1.2186 | 1.0846 | 1.0456 | 0.9606 | 0.7395 | 0.9095 |
Tryptamine | 0.8923 | 0.8887 | 0.6691 | 1.5494 | 1.0560 | 0.9278 | 0.9972 | 0.8784 |
Tyramine | 1.0205 | 0.9852 | 0.8337 | 1.1507 | 1.0961 | 0.7081 | 0.9176 | 2.1373 |
Uridine | 1.0141 | 1.0542 | 1.0605 | 0.7918 | 1.0367 | 0.9583 | 0.8453 | 0.8293 |
Xanthurenate | 0.6986 | 0.7671 | 0.6025 | 0.9949 | 1.1023 | 1.2046 | 0.7788 | 1.6550 |
Factors:
F1 | Clinical group:CCP-RA | Sample source:blood |
F2 | Clinical group:health | Sample source:blood |
F3 | Clinical group:OA | Sample source:blood |
F4 | Clinical group:pre-RA | Sample source:blood |
F5 | Clinical group:RA-follow | Sample source:blood |
F6 | Clinical group:RA | Sample source:blood |
F7 | Clinical group:RF-RA | Sample source:blood |
F8 | Clinical group:- | Sample source:blood |