相关附件
MSMSfinal_DEM.xlsx 里面包含每个比对组别鉴定的差异代谢物的统计信息和汇总表格。
本实验中所得差异代谢物的统计分析结果见下表:
VIP | mean_Z | sd_Z | mean_M | sd_M | Fold Change_Z/M | log2(FC_Z/M) | p.value | FDR | |
---|---|---|---|---|---|---|---|---|---|
Choline | 1.063 | 23.648 | 11.839 | 866.802 | 1641.837 | 0.027 | -5.196 | 0.000 | 0.058 |
Phosphonoacetate | 1.546 | 2.199 | 1.969 | 87.315 | 102.721 | 0.025 | -5.311 | 0.000 | 0.058 |
L-Glutamine | 2.386 | 23.882 | 2.749 | 31.707 | 2.281 | 0.753 | -0.409 | 0.001 | 0.058 |
5-Methylcytosine | 2.408 | 726.512 | 82.548 | 494.518 | 58.985 | 1.469 | 0.555 | 0.001 | 0.058 |
1H-Indole-3-acetamide | 1.703 | 19.214 | 9.525 | 8.643 | 2.264 | 2.223 | 1.153 | 0.001 | 0.069 |
Ciliatine | 1.791 | 0.576 | 0.759 | 5.118 | 4.279 | 0.113 | -3.151 | 0.001 | 0.073 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.325 | 1.240 | 1.098 | 0.399 | 0.112 | 3.104 | 1.634 | 0.002 | 0.082 |
gamma-Glutamylalanine | 1.747 | 7.796 | 3.127 | 15.599 | 6.964 | 0.500 | -1.001 | 0.002 | 0.089 |
1-Aminocyclopropanecarboxylic acid | 2.086 | 61.105 | 6.943 | 48.227 | 4.835 | 1.267 | 0.341 | 0.003 | 0.094 |
Indole-3-acetaldehyde oxime | 1.631 | 37.390 | 19.882 | 16.750 | 4.657 | 2.232 | 1.159 | 0.005 | 0.110 |
L-Carnitine | 1.803 | 29093.141 | 4650.327 | 43870.026 | 13023.755 | 0.663 | -0.593 | 0.007 | 0.110 |
Phenol | 1.928 | 32.851 | 8.994 | 16.700 | 9.008 | 1.967 | 0.976 | 0.007 | 0.110 |
Saccharopine | 1.670 | 116.490 | 33.781 | 180.919 | 57.808 | 0.644 | -0.635 | 0.009 | 0.113 |
L-Lysine | 1.770 | 143.052 | 17.861 | 109.517 | 25.911 | 1.306 | 0.385 | 0.011 | 0.123 |
L-Valine | 1.532 | 8.497 | 0.785 | 11.060 | 3.005 | 0.768 | -0.380 | 0.011 | 0.123 |
Phosphorylcholine | 1.954 | 61.922 | 35.643 | 295.175 | 187.402 | 0.210 | -2.253 | 0.015 | 0.133 |
N-Formyl-L-glutamic acid | 1.396 | 19.137 | 8.337 | 28.971 | 9.873 | 0.661 | -0.598 | 0.015 | 0.133 |
Hydroquinone | 1.402 | 2.195 | 2.780 | 16.271 | 19.195 | 0.135 | -2.890 | 0.019 | 0.144 |
D-Phenyllactic acid | 1.575 | 54.805 | 9.273 | 42.794 | 9.416 | 1.281 | 0.357 | 0.019 | 0.144 |
Picolinic acid | 1.626 | 1.214 | 0.798 | 0.387 | 0.199 | 3.135 | 1.649 | 0.019 | 0.144 |
3-(3,4-Dihydroxyphenyl)pyruvate | 1.419 | 53.600 | 27.417 | 88.738 | 36.265 | 0.604 | -0.727 | 0.019 | 0.144 |
6-Methylmercaptopurine | 1.221 | 13.411 | 7.752 | 21.502 | 10.030 | 0.624 | -0.681 | 0.019 | 0.144 |
Indolepyruvate | 1.603 | 250.979 | 34.072 | 196.219 | 49.378 | 1.279 | 0.355 | 0.023 | 0.160 |
(9Z,12Z,15Z)-Octadecatrienoic acid | 1.462 | 13.851 | 5.589 | 8.600 | 2.606 | 1.611 | 0.688 | 0.029 | 0.177 |
Taurocholic acid | 1.448 | 14.097 | 6.361 | 25.826 | 13.733 | 0.546 | -0.873 | 0.029 | 0.177 |
Phenylacetaldehyde | 1.260 | 0.623 | 0.407 | 1.870 | 1.923 | 0.333 | -1.586 | 0.029 | 0.177 |
Phosphoserine | 1.497 | 1.802 | 0.353 | 2.287 | 0.464 | 0.788 | -0.344 | 0.029 | 0.177 |
L-Pipecolic acid | 1.374 | 31.391 | 4.547 | 26.433 | 4.784 | 1.188 | 0.248 | 0.037 | 0.191 |
12-OPDA | 1.302 | 18.558 | 8.244 | 10.641 | 7.593 | 1.744 | 0.802 | 0.037 | 0.191 |
4-Oxoglutaramate | 1.339 | 13.389 | 3.396 | 16.698 | 2.963 | 0.802 | -0.319 | 0.037 | 0.191 |
N-Acetylmannosamine | 1.563 | 10.370 | 8.299 | 68.612 | 68.589 | 0.151 | -2.726 | 0.037 | 0.191 |
myo-Inositol | 1.170 | 1.934 | 0.061 | 1.869 | 0.090 | 1.035 | 0.049 | 0.046 | 0.214 |
Oxoglutaric acid | 1.303 | 55.553 | 21.493 | 79.213 | 26.429 | 0.701 | -0.512 | 0.046 | 0.214 |
L-Asparagine | 1.207 | 24.780 | 6.622 | 29.661 | 3.205 | 0.835 | -0.259 | 0.046 | 0.214 |
N6-Acetyl-N6-hydroxy-L-lysine | 1.452 | 89.255 | 76.677 | 219.627 | 148.288 | 0.406 | -1.299 | 0.046 | 0.214 |
4-Hydroxycinnamic acid | 1.296 | 21.548 | 25.492 | 0.000 | 0.000 | 616360.000 | 19.233 | 0.000 | 0.021 |
1-Naphthylamine | 1.637 | 3.729 | 1.894 | 1.373 | 0.582 | 2.716 | 1.441 | 0.002 | 0.026 |
Jasmonic acid | 1.837 | 28.240 | 12.335 | 62.290 | 21.772 | 0.453 | -1.141 | 0.002 | 0.026 |
Prostaglandin F2a | 1.433 | 17.921 | 18.415 | 0.000 | 0.000 | 512610.000 | 18.968 | 0.002 | 0.029 |
17a-Estradiol | 1.213 | 12.568 | 12.666 | 2.761 | 0.397 | 4.553 | 2.187 | 0.003 | 0.033 |
D-Glucose | 1.118 | 18.508 | 14.531 | 38.072 | 27.165 | 0.486 | -1.041 | 0.003 | 0.033 |
Gentisic acid | 1.652 | 0.963 | 0.368 | 0.451 | 0.230 | 2.135 | 1.094 | 0.004 | 0.039 |
Pseudouridine | 1.684 | 911.789 | 208.934 | 636.262 | 71.940 | 1.433 | 0.519 | 0.005 | 0.044 |
beta-D-Fructose 6-phosphate | 1.085 | 24.319 | 43.909 | 92.742 | 104.083 | 0.262 | -1.931 | 0.005 | 0.044 |
Glyceric acid | 1.775 | 0.272 | 0.141 | 0.076 | 0.015 | 3.586 | 1.842 | 0.009 | 0.056 |
N-Acetyl-alpha-D-glucosamine 1-phosphate | 1.078 | 260.231 | 392.349 | 743.504 | 690.014 | 0.350 | -1.514 | 0.009 | 0.056 |
3-(2-Hydroxyphenyl)propanoic acid | 1.597 | 15.082 | 7.134 | 6.137 | 3.483 | 2.457 | 1.297 | 0.009 | 0.056 |
9,10-Epoxyoctadecenoic acid | 1.604 | 1.778 | 0.363 | 1.190 | 0.401 | 1.494 | 0.579 | 0.011 | 0.067 |
N-Acetylglutamic acid | 1.296 | 28.445 | 22.334 | 66.815 | 44.841 | 0.426 | -1.232 | 0.011 | 0.067 |
Geranylgeranyl-PP | 1.068 | 3.151 | 3.321 | 0.940 | 0.515 | 3.354 | 1.746 | 0.011 | 0.067 |
Anserine | 1.400 | 47.288 | 51.046 | 102.548 | 32.895 | 0.461 | -1.117 | 0.015 | 0.075 |
Formylanthranilic acid | 1.455 | 2.154 | 0.388 | 1.302 | 0.866 | 1.655 | 0.727 | 0.015 | 0.075 |
Hydrogen phosphate | 1.163 | 30.188 | 35.148 | 84.285 | 73.523 | 0.358 | -1.481 | 0.019 | 0.085 |
13S-hydroxyoctadecadienoic acid | 1.215 | 1.043 | 0.968 | 0.289 | 0.108 | 3.615 | 1.854 | 0.019 | 0.085 |
Phenylacetic acid | 1.310 | 60.185 | 18.284 | 42.860 | 9.749 | 1.404 | 0.490 | 0.019 | 0.085 |
Salicylic acid | 1.028 | 0.941 | 0.362 | 0.676 | 0.245 | 1.393 | 0.478 | 0.023 | 0.098 |
14,15-DiHETrE | 1.344 | 1.478 | 1.064 | 0.494 | 0.355 | 2.993 | 1.582 | 0.037 | 0.128 |
Ascorbate | 1.284 | 257.262 | 192.596 | 723.711 | 594.923 | 0.355 | -1.492 | 0.046 | 0.146 |
Uric acid | 1.070 | 2341.616 | 1158.079 | 29692.895 | 46866.866 | 0.079 | -3.664 | 0.046 | 0.146 |
Hepoxilin B3 | 1.110 | 22.037 | 24.760 | 4.750 | 3.800 | 4.640 | 2.214 | 0.046 | 0.146 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | mean_Z | sd_Z | mean_X | sd_X | Fold Change_Z/X | log2(FC_Z/X) | p.value | FDR | |
---|---|---|---|---|---|---|---|---|---|
(R) 2,3-Dihydroxy-3-methylvalerate | 1.426 | 1.240 | 1.098 | 0.164 | 0.035 | 7.577 | 2.922 | 0.000 | 0.025 |
13-L-Hydroperoxylinoleic acid | 1.417 | 8.208 | 7.859 | 0.573 | 0.362 | 14.325 | 3.841 | 0.000 | 0.025 |
Pipecolic acid | 2.129 | 89.123 | 20.632 | 182.099 | 40.342 | 0.489 | -1.031 | 0.001 | 0.025 |
1-Pyrroline-2-carboxylic acid | 1.840 | 3.597 | 1.084 | 1.835 | 0.452 | 1.961 | 0.971 | 0.001 | 0.025 |
L-Isoleucine | 1.956 | 56.360 | 3.968 | 74.172 | 10.558 | 0.760 | -0.396 | 0.001 | 0.025 |
Phenylacetaldehyde | 1.940 | 0.623 | 0.407 | 2.851 | 1.389 | 0.218 | -2.195 | 0.001 | 0.025 |
Aminoadipic acid | 2.158 | 19.942 | 4.004 | 9.367 | 2.193 | 2.129 | 1.090 | 0.001 | 0.027 |
cis-Aconitic acid | 1.550 | 15.103 | 3.361 | 23.655 | 7.825 | 0.638 | -0.647 | 0.002 | 0.032 |
N-Acetylmannosamine | 1.587 | 10.370 | 8.299 | 78.791 | 66.394 | 0.132 | -2.926 | 0.002 | 0.032 |
3-Dehydroshikimate | 1.901 | 2.574 | 1.164 | 0.579 | 0.395 | 4.446 | 2.152 | 0.003 | 0.037 |
Cytosine | 1.834 | 1236.314 | 131.404 | 1514.938 | 145.479 | 0.816 | -0.293 | 0.004 | 0.040 |
L-Threonine | 1.767 | 29.801 | 5.202 | 19.870 | 5.428 | 1.500 | 0.585 | 0.004 | 0.040 |
Sphinganine | 1.496 | 5.089 | 1.515 | 11.256 | 6.414 | 0.452 | -1.145 | 0.005 | 0.046 |
L-Lysine | 1.627 | 143.052 | 17.861 | 108.598 | 25.236 | 1.317 | 0.398 | 0.007 | 0.052 |
S-Glutathionyl-L-cysteine | 1.676 | 1476.059 | 267.309 | 2182.629 | 551.980 | 0.676 | -0.564 | 0.009 | 0.059 |
Phosphoserine | 1.620 | 1.802 | 0.353 | 5.439 | 3.419 | 0.331 | -1.594 | 0.009 | 0.059 |
Antibiotic JI-20A | 1.608 | 569.549 | 340.305 | 155.510 | 92.215 | 3.662 | 1.873 | 0.011 | 0.067 |
Serotonin | 1.606 | 116.932 | 18.763 | 150.611 | 24.360 | 0.776 | -0.365 | 0.011 | 0.067 |
Selenomethionine | 1.214 | 0.364 | 0.140 | 1.677 | 1.891 | 0.217 | -2.206 | 0.015 | 0.075 |
2-Oxoarginine | 1.017 | 2.136 | 2.462 | 0.574 | 0.369 | 3.721 | 1.896 | 0.015 | 0.075 |
Phenylpyruvic acid | 1.181 | 21.644 | 20.994 | 5.445 | 4.670 | 3.975 | 1.991 | 0.015 | 0.075 |
L-Leucine | 1.529 | 12.504 | 1.127 | 14.433 | 1.548 | 0.866 | -0.207 | 0.019 | 0.088 |
Piperidine | 1.569 | 12.452 | 1.048 | 14.389 | 1.526 | 0.865 | -0.209 | 0.019 | 0.088 |
N-Acetylneuraminate | 1.347 | 62.986 | 12.662 | 77.324 | 10.867 | 0.815 | -0.296 | 0.019 | 0.088 |
4-Hydroxycinnamoylagmatine | 1.171 | 11691.117 | 11083.650 | 21889.918 | 8990.368 | 0.534 | -0.905 | 0.019 | 0.088 |
6-Methylmercaptopurine | 1.324 | 13.411 | 7.752 | 22.347 | 7.410 | 0.600 | -0.737 | 0.019 | 0.088 |
Ureidopropionic acid | 1.264 | 6.557 | 5.537 | 1.914 | 1.050 | 3.426 | 1.777 | 0.019 | 0.088 |
2-Dehydropantoate | 1.482 | 242.779 | 28.501 | 290.148 | 40.441 | 0.837 | -0.257 | 0.023 | 0.101 |
Ethylmethylacetic acid | 1.228 | 0.228 | 0.195 | 1.352 | 1.585 | 0.169 | -2.568 | 0.023 | 0.101 |
L-Valine | 1.388 | 8.497 | 0.785 | 9.773 | 1.252 | 0.869 | -0.202 | 0.029 | 0.115 |
L-Glutamine | 1.180 | 23.882 | 2.749 | 26.977 | 3.438 | 0.885 | -0.176 | 0.029 | 0.115 |
L-Pipecolic acid | 1.290 | 31.391 | 4.547 | 26.418 | 4.170 | 1.188 | 0.249 | 0.037 | 0.131 |
2-Hydroxybutyric acid | 1.100 | 8.583 | 0.838 | 9.364 | 0.858 | 0.917 | -0.126 | 0.037 | 0.131 |
3-Methylindole | 1.311 | 119.311 | 16.597 | 139.714 | 18.815 | 0.854 | -0.228 | 0.037 | 0.131 |
Indoleacetaldehyde | 1.287 | 285.247 | 51.062 | 336.476 | 36.700 | 0.848 | -0.238 | 0.037 | 0.131 |
Succinic acid semialdehyde | 1.485 | 1.030 | 0.570 | 3.121 | 2.183 | 0.330 | -1.599 | 0.037 | 0.131 |
N-Formyl-L-glutamic acid | 1.125 | 19.137 | 8.337 | 27.276 | 8.872 | 0.702 | -0.511 | 0.037 | 0.131 |
O-Phosphoethanolamine | 1.186 | 2.571 | 0.496 | 1.998 | 0.642 | 1.287 | 0.364 | 0.046 | 0.148 |
5,6-Dihydro-5-fluorouracil | 1.362 | 110.712 | 6.618 | 122.085 | 11.908 | 0.907 | -0.141 | 0.046 | 0.148 |
gamma-Glutamylalanine | 1.181 | 7.796 | 3.127 | 12.807 | 6.621 | 0.609 | -0.716 | 0.046 | 0.148 |
Taurocholic acid | 1.252 | 14.097 | 6.361 | 40.244 | 35.579 | 0.350 | -1.513 | 0.046 | 0.148 |
1-Naphthylamine | 1.749 | 3.729 | 1.894 | 1.065 | 0.442 | 3.503 | 1.809 | 0.000 | 0.012 |
Stachyose | 1.806 | 397.939 | 183.517 | 1948.217 | 1178.516 | 0.204 | -2.292 | 0.000 | 0.012 |
Phenylethylamine | 1.987 | 1.099 | 0.711 | 4.636 | 2.030 | 0.237 | -2.077 | 0.001 | 0.019 |
Prostaglandin F2a | 1.419 | 17.921 | 18.415 | 0.000 | 0.000 | 512610.000 | 18.968 | 0.002 | 0.027 |
17a-Estradiol | 1.211 | 12.568 | 12.666 | 2.638 | 0.869 | 4.764 | 2.252 | 0.002 | 0.027 |
N-Acetylglutamic acid | 1.525 | 28.445 | 22.334 | 103.714 | 74.408 | 0.274 | -1.866 | 0.002 | 0.027 |
Uracil | 1.337 | 5.908 | 5.542 | 15.567 | 10.521 | 0.380 | -1.398 | 0.003 | 0.031 |
beta-D-Fructose 6-phosphate | 1.076 | 24.319 | 43.909 | 61.132 | 36.850 | 0.398 | -1.330 | 0.005 | 0.041 |
N-Acetyl-alpha-D-glucosamine 1-phosphate | 1.151 | 260.231 | 392.349 | 637.450 | 377.525 | 0.408 | -1.292 | 0.005 | 0.041 |
Geranylgeranyl-PP | 1.104 | 3.151 | 3.321 | 0.821 | 0.516 | 3.840 | 1.941 | 0.009 | 0.054 |
Lipoxin A4 | 1.046 | 52.802 | 24.637 | 26.328 | 36.688 | 2.006 | 1.004 | 0.009 | 0.054 |
Threonic acid | 1.496 | 522.805 | 339.086 | 1857.866 | 1384.724 | 0.281 | -1.829 | 0.015 | 0.070 |
Dehydroascorbate | 1.139 | 110.008 | 102.487 | 223.087 | 133.923 | 0.493 | -1.020 | 0.015 | 0.070 |
N-Formyl-L-methionine | 1.260 | 5881.408 | 4339.168 | 2275.458 | 640.922 | 2.585 | 1.370 | 0.015 | 0.070 |
pantothenic acid | 1.432 | 12.874 | 8.547 | 30.971 | 18.405 | 0.416 | -1.266 | 0.019 | 0.082 |
Fumaric acid | 1.258 | 31.088 | 26.684 | 64.195 | 34.143 | 0.484 | -1.046 | 0.019 | 0.082 |
5-Hydroxyindoleacetic acid | 1.255 | 827.933 | 471.259 | 1597.465 | 920.120 | 0.518 | -0.948 | 0.019 | 0.082 |
5-Aminopentanoic acid | 1.248 | 1.219 | 0.484 | 0.686 | 0.500 | 1.776 | 0.829 | 0.023 | 0.095 |
Prostaglandin B2 | 1.341 | 0.291 | 0.376 | 1.399 | 1.333 | 0.208 | -2.264 | 0.023 | 0.095 |
Hydrogen phosphate | 1.159 | 30.188 | 35.148 | 69.315 | 44.906 | 0.436 | -1.199 | 0.029 | 0.109 |
N-Acetylmuramate | 1.274 | 4.616 | 6.204 | 12.953 | 8.849 | 0.356 | -1.489 | 0.029 | 0.109 |
Fructose 1,6-bisphosphate | 1.053 | 9.437 | 7.354 | 16.577 | 9.089 | 0.569 | -0.813 | 0.037 | 0.123 |
D-Glucose | 1.236 | 18.508 | 14.531 | 41.871 | 28.569 | 0.442 | -1.178 | 0.046 | 0.141 |
Shikimic acid | 1.129 | 13.136 | 17.685 | 38.074 | 34.085 | 0.345 | -1.535 | 0.046 | 0.141 |
Ribose 1-phosphate | 1.253 | 7.783 | 5.688 | 29.769 | 29.784 | 0.261 | -1.935 | 0.046 | 0.141 |
Prostaglandin A2 | 1.176 | 4.188 | 3.232 | 1.623 | 1.224 | 2.581 | 1.368 | 0.046 | 0.141 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | mean_Z | sd_Z | mean_L | sd_L | Fold Change_Z/L | log2(FC_Z/L) | p.value | FDR | |
---|---|---|---|---|---|---|---|---|---|
Methyl jasmonate | 1.317 | 4.161 | 4.176 | 0.000 | 0.000 | 68381.000 | 16.061 | 0.000 | 0.006 |
Cytosine | 1.661 | 1236.314 | 131.404 | 1537.623 | 159.157 | 0.804 | -0.315 | 0.000 | 0.006 |
Antibiotic JI-20A | 1.608 | 569.549 | 340.305 | 87.688 | 31.606 | 6.495 | 2.699 | 0.000 | 0.006 |
Indole | 1.255 | 3.156 | 2.711 | 132.292 | 147.731 | 0.024 | -5.389 | 0.000 | 0.006 |
L-Arginine | 1.864 | 10.596 | 3.227 | 171.484 | 83.462 | 0.062 | -4.016 | 0.000 | 0.006 |
Pipecolic acid | 1.913 | 89.123 | 20.632 | 153.341 | 21.286 | 0.581 | -0.783 | 0.000 | 0.007 |
Phosphoserine | 1.812 | 1.802 | 0.353 | 2.930 | 0.515 | 0.615 | -0.701 | 0.001 | 0.008 |
L-Methionine | 1.726 | 281.652 | 65.072 | 157.245 | 40.188 | 1.791 | 0.841 | 0.001 | 0.008 |
Aminoadipic acid | 1.921 | 19.942 | 4.004 | 9.523 | 2.396 | 2.094 | 1.066 | 0.001 | 0.008 |
Acetylcholine | 1.413 | 172.195 | 31.573 | 133.878 | 14.449 | 1.286 | 0.363 | 0.001 | 0.011 |
3-(3,4-Dihydroxyphenyl)pyruvate | 1.454 | 53.600 | 27.417 | 19.456 | 10.725 | 2.755 | 1.462 | 0.001 | 0.011 |
6-Methylmercaptopurine | 1.508 | 13.411 | 7.752 | 2.941 | 3.430 | 4.561 | 2.189 | 0.001 | 0.011 |
Niacinamide | 1.694 | 46.163 | 5.891 | 61.525 | 8.209 | 0.750 | -0.414 | 0.002 | 0.013 |
Pyridoxamine | 1.502 | 1.825 | 0.362 | 1.248 | 0.311 | 1.462 | 0.548 | 0.002 | 0.016 |
D-Phenyllactic acid | 1.580 | 54.805 | 9.273 | 36.869 | 9.925 | 1.486 | 0.572 | 0.003 | 0.018 |
Picolinic acid | 1.268 | 1.214 | 0.798 | 5.395 | 4.635 | 0.225 | -2.152 | 0.003 | 0.018 |
N-Formyl-L-glutamic acid | 1.471 | 19.137 | 8.337 | 6.581 | 6.821 | 2.908 | 1.540 | 0.003 | 0.018 |
L-Lysine | 1.669 | 143.052 | 17.861 | 86.098 | 34.706 | 1.661 | 0.732 | 0.004 | 0.021 |
Pyroglutamic acid | 1.563 | 13.691 | 6.515 | 28.260 | 9.313 | 0.484 | -1.046 | 0.004 | 0.021 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.107 | 1.240 | 1.098 | 0.359 | 0.280 | 3.452 | 1.787 | 0.004 | 0.021 |
Indolepyruvate | 1.577 | 250.979 | 34.072 | 181.798 | 40.278 | 1.381 | 0.465 | 0.005 | 0.025 |
Phenol | 1.471 | 32.851 | 8.994 | 20.073 | 6.177 | 1.636 | 0.711 | 0.005 | 0.025 |
Maleic acid homopolymer | 1.539 | 115.632 | 19.331 | 252.181 | 109.926 | 0.459 | -1.125 | 0.005 | 0.025 |
Acetaminophen | 1.448 | 87.058 | 15.006 | 124.537 | 30.306 | 0.699 | -0.517 | 0.006 | 0.029 |
Xanthine | 1.382 | 155.811 | 33.220 | 115.830 | 17.827 | 1.345 | 0.428 | 0.008 | 0.034 |
1,1-Dimethylbiguanide | 1.483 | 67.288 | 14.761 | 38.551 | 19.726 | 1.745 | 0.804 | 0.008 | 0.034 |
N-Acetylneuraminate | 1.419 | 62.986 | 12.662 | 42.722 | 13.665 | 1.474 | 0.560 | 0.010 | 0.041 |
Cadaverine | 1.311 | 84.519 | 10.664 | 71.467 | 8.230 | 1.183 | 0.242 | 0.010 | 0.041 |
Succinic acid semialdehyde | 1.174 | 1.030 | 0.570 | 1.850 | 0.834 | 0.557 | -0.844 | 0.010 | 0.041 |
L-Pipecolic acid | 1.411 | 31.391 | 4.547 | 22.612 | 6.847 | 1.388 | 0.473 | 0.013 | 0.048 |
Pimelic acid | 1.213 | 0.654 | 0.239 | 1.088 | 0.457 | 0.601 | -0.735 | 0.013 | 0.048 |
Acetylphosphate | 1.061 | 20.220 | 22.295 | 3.642 | 2.856 | 5.552 | 2.473 | 0.013 | 0.048 |
1-Hexadecanol | 1.150 | 1.079 | 0.520 | 1.653 | 0.494 | 0.653 | -0.615 | 0.013 | 0.048 |
13-L-Hydroperoxylinoleic acid | 1.150 | 8.208 | 7.859 | 1.719 | 0.908 | 4.775 | 2.256 | 0.013 | 0.048 |
Leucodopachrome | 1.391 | 8.200 | 4.179 | 14.217 | 3.863 | 0.577 | -0.794 | 0.013 | 0.048 |
L-Glutamine | 1.351 | 23.882 | 2.749 | 27.427 | 2.161 | 0.871 | -0.200 | 0.016 | 0.057 |
Homovanillic acid | 1.173 | 1.298 | 0.715 | 2.108 | 0.679 | 0.616 | -0.699 | 0.016 | 0.057 |
Phosphonoacetate | 1.264 | 2.199 | 1.969 | 0.348 | 0.168 | 6.316 | 2.659 | 0.016 | 0.057 |
Ureidopropionic acid | 1.078 | 6.557 | 5.537 | 2.096 | 2.236 | 3.129 | 1.646 | 0.020 | 0.065 |
Porphobilinogen | 1.110 | 1.251 | 1.524 | 3.293 | 2.247 | 0.380 | -1.396 | 0.020 | 0.065 |
2-Hydroxycinnamic acid | 1.018 | 272.553 | 61.604 | 220.360 | 44.578 | 1.237 | 0.307 | 0.030 | 0.089 |
2-Hydroxybutyric acid | 1.132 | 8.583 | 0.838 | 7.652 | 0.849 | 1.122 | 0.166 | 0.030 | 0.089 |
L-Threonine | 1.349 | 29.801 | 5.202 | 19.846 | 8.596 | 1.502 | 0.587 | 0.030 | 0.089 |
4-Hydroxycinnamoylagmatine | 1.111 | 11691.117 | 11083.650 | 33280.282 | 26762.967 | 0.351 | -1.509 | 0.030 | 0.089 |
2-Phenylacetamide | 1.282 | 185.328 | 27.836 | 135.258 | 46.992 | 1.370 | 0.454 | 0.037 | 0.104 |
beta-Alanine | 1.131 | 151.157 | 26.247 | 126.086 | 17.967 | 1.199 | 0.262 | 0.037 | 0.104 |
Cortexolone | 1.177 | 2494.375 | 1449.308 | 5318.621 | 3183.926 | 0.469 | -1.092 | 0.037 | 0.104 |
Mannitol | 1.279 | 5.067 | 3.485 | 38.707 | 37.231 | 0.131 | -2.933 | 0.037 | 0.104 |
(9Z,12Z,15Z)-Octadecatrienoic acid | 1.140 | 13.851 | 5.589 | 8.223 | 4.370 | 1.684 | 0.752 | 0.045 | 0.117 |
N-Formyl-L-methionine | 1.423 | 5881.408 | 4339.168 | 354.332 | 328.257 | 16.599 | 4.053 | 0.000 | 0.004 |
Pyruvic acid | 1.757 | 10.807 | 3.087 | 3.143 | 2.027 | 3.438 | 1.782 | 0.000 | 0.004 |
5-Aminopentanoic acid | 1.657 | 1.219 | 0.484 | 10.774 | 5.697 | 0.113 | -3.144 | 0.000 | 0.004 |
1-Naphthylamine | 1.530 | 3.729 | 1.894 | 0.893 | 0.402 | 4.175 | 2.062 | 0.000 | 0.004 |
Ribose 1-phosphate | 1.502 | 7.783 | 5.688 | 89.285 | 60.897 | 0.087 | -3.520 | 0.000 | 0.004 |
2-Keto-6-acetamidocaproate | 1.883 | 0.536 | 0.157 | 2.245 | 0.626 | 0.239 | -2.065 | 0.000 | 0.004 |
Fructose 1,6-bisphosphate | 1.373 | 9.437 | 7.354 | 0.648 | 0.558 | 14.561 | 3.864 | 0.000 | 0.004 |
Lipoxin A4 | 1.700 | 52.802 | 24.637 | 4.771 | 5.729 | 11.068 | 3.468 | 0.000 | 0.004 |
D-Glutamine | 1.535 | 29.392 | 17.872 | 2.483 | 3.699 | 11.838 | 3.565 | 0.000 | 0.004 |
Gluconolactone | 1.639 | 95.755 | 40.425 | 17.317 | 22.238 | 5.529 | 2.467 | 0.000 | 0.004 |
Taurine | 1.701 | 3625.110 | 589.386 | 2272.058 | 419.876 | 1.595 | 0.674 | 0.001 | 0.004 |
L-Malic acid | 1.420 | 45.212 | 41.185 | 361.999 | 261.713 | 0.125 | -3.001 | 0.001 | 0.004 |
L-2-Hydroxyglutaric acid | 1.501 | 47.184 | 28.085 | 5.925 | 8.677 | 7.964 | 2.993 | 0.001 | 0.006 |
Shikimic acid | 1.431 | 13.136 | 17.685 | 327.905 | 259.332 | 0.040 | -4.642 | 0.001 | 0.006 |
trans-Cinnamate | 1.727 | 1.494 | 0.825 | 4.150 | 1.107 | 0.360 | -1.474 | 0.001 | 0.006 |
alpha-Ketoisovaleric acid | 1.543 | 16.198 | 1.993 | 7.683 | 5.661 | 2.108 | 1.076 | 0.001 | 0.007 |
Glyceric acid | 1.432 | 0.272 | 0.141 | 3.054 | 2.288 | 0.089 | -3.487 | 0.002 | 0.009 |
Stachyose | 1.650 | 397.939 | 183.517 | 71.147 | 34.913 | 5.593 | 2.484 | 0.002 | 0.009 |
Gentisic acid | 1.351 | 0.963 | 0.368 | 0.466 | 0.234 | 2.067 | 1.048 | 0.002 | 0.011 |
4-Hydroxycinnamic acid | 1.015 | 21.548 | 25.492 | 1.993 | 3.201 | 10.811 | 3.434 | 0.002 | 0.011 |
Geranylgeranyl-PP | 1.282 | 3.151 | 3.321 | 81.962 | 78.497 | 0.038 | -4.701 | 0.003 | 0.013 |
Dehydroepiandrosterone | 1.236 | 4.426 | 2.962 | 16.918 | 12.806 | 0.262 | -1.935 | 0.004 | 0.015 |
Uric acid | 1.322 | 2341.616 | 1158.079 | 1023.624 | 238.582 | 2.288 | 1.194 | 0.005 | 0.018 |
beta-D-Fructose 6-phosphate | 1.019 | 24.319 | 43.909 | 68.765 | 40.319 | 0.354 | -1.500 | 0.005 | 0.018 |
13S-hydroxyoctadecadienoic acid | 1.401 | 1.043 | 0.968 | 2.574 | 0.818 | 0.405 | -1.302 | 0.005 | 0.018 |
15-Deoxy-d-12,14-PGJ2 | 1.458 | 207.224 | 48.366 | 330.253 | 83.498 | 0.627 | -0.672 | 0.005 | 0.018 |
Prostaglandin A2 | 1.484 | 4.188 | 3.232 | 18.803 | 10.715 | 0.223 | -2.167 | 0.005 | 0.018 |
12-Keto-tetrahydro-leukotriene B4 | 1.439 | 0.250 | 0.266 | 1.539 | 1.015 | 0.162 | -2.623 | 0.006 | 0.021 |
19(S)-HETE | 1.327 | 3.458 | 1.024 | 2.073 | 0.726 | 1.669 | 0.739 | 0.008 | 0.025 |
D-Octopine | 1.274 | 3.503 | 0.845 | 2.244 | 0.897 | 1.561 | 0.642 | 0.008 | 0.025 |
Uridine | 1.263 | 19794.703 | 13983.743 | 4917.887 | 3259.308 | 4.025 | 2.009 | 0.008 | 0.025 |
Phospho-anandamide | 1.454 | 11.641 | 12.152 | 50.188 | 28.078 | 0.232 | -2.108 | 0.008 | 0.025 |
Sphingosine 1-phosphate | 1.344 | 31.067 | 33.159 | 118.339 | 72.418 | 0.263 | -1.929 | 0.013 | 0.036 |
N-Acetylaspartylglutamate | 1.235 | 33.273 | 14.053 | 14.702 | 12.796 | 2.263 | 1.178 | 0.013 | 0.036 |
Prostaglandin B2 | 1.079 | 0.291 | 0.376 | 0.894 | 0.663 | 0.326 | -1.619 | 0.016 | 0.042 |
Alpha-D-Glucose | 1.234 | 5.217 | 1.614 | 3.264 | 1.160 | 1.598 | 0.677 | 0.016 | 0.042 |
Mesaconate | 1.146 | 1.876 | 0.417 | 5.420 | 4.162 | 0.346 | -1.530 | 0.030 | 0.068 |
2-Aminophenol | 1.115 | 65.453 | 25.061 | 32.393 | 30.667 | 2.021 | 1.015 | 0.037 | 0.080 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | mean_Z | sd_Z | mean_H | sd_H | Fold Change_Z/H | log2(FC_Z/H) | p.value | FDR | |
---|---|---|---|---|---|---|---|---|---|
Phosphorylcholine | 1.512 | 61.922 | 35.643 | 0.000 | 0.000 | 1017500.000 | 19.957 | 0.000 | 0.002 |
Methyl jasmonate | 1.131 | 4.161 | 4.176 | 0.000 | 0.000 | 68381.000 | 16.061 | 0.000 | 0.002 |
Choline | 1.589 | 23.648 | 11.839 | 0.000 | 0.000 | 388600.000 | 18.568 | 0.000 | 0.002 |
Glycocholic acid | 1.442 | 60.210 | 38.859 | 0.000 | 0.000 | 989410.000 | 19.916 | 0.000 | 0.002 |
Dodecanoic acid | 1.561 | 0.580 | 0.306 | 0.000 | 0.000 | 9528.500 | 13.218 | 0.000 | 0.002 |
Mannitol | 1.401 | 5.067 | 3.485 | 0.000 | 0.000 | 83263.000 | 16.345 | 0.000 | 0.002 |
2-Hydroxy-3-oxoadipate | 1.495 | 7.895 | 4.681 | 0.000 | 0.000 | 129740.000 | 16.985 | 0.000 | 0.002 |
7-Dehydrodesmosterol | 1.473 | 10.711 | 6.580 | 0.000 | 0.000 | 176010.000 | 17.425 | 0.000 | 0.002 |
Cytosine | 1.424 | 1236.314 | 131.404 | 1670.620 | 272.126 | 0.740 | -0.434 | 0.000 | 0.002 |
Pipecolic acid | 1.828 | 89.123 | 20.632 | 198.162 | 18.100 | 0.450 | -1.153 | 0.000 | 0.002 |
L-Lysine | 1.835 | 143.052 | 17.861 | 56.378 | 10.625 | 2.537 | 1.343 | 0.000 | 0.002 |
L-Methionine | 1.596 | 281.652 | 65.072 | 126.870 | 42.564 | 2.220 | 1.151 | 0.000 | 0.002 |
Pimelic acid | 1.717 | 0.654 | 0.239 | 3.203 | 0.975 | 0.204 | -2.292 | 0.000 | 0.002 |
L-Threonine | 1.678 | 29.801 | 5.202 | 16.246 | 2.186 | 1.834 | 0.875 | 0.000 | 0.002 |
1-Aminocyclopropanecarboxylic acid | 1.734 | 61.105 | 6.943 | 39.893 | 3.065 | 1.532 | 0.615 | 0.000 | 0.002 |
Pyroglutamic acid | 1.816 | 13.691 | 6.515 | 41.957 | 3.683 | 0.326 | -1.616 | 0.000 | 0.002 |
Indolepyruvate | 1.662 | 250.979 | 34.072 | 150.961 | 27.619 | 1.663 | 0.733 | 0.000 | 0.002 |
Aminoadipic acid | 1.740 | 19.942 | 4.004 | 7.465 | 1.804 | 2.671 | 1.417 | 0.000 | 0.002 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.156 | 1.240 | 1.098 | 0.108 | 0.013 | 11.492 | 3.523 | 0.000 | 0.002 |
1,1-Dimethylbiguanide | 1.623 | 67.288 | 14.761 | 30.167 | 9.681 | 2.231 | 1.157 | 0.000 | 0.002 |
L-Arginine | 1.831 | 10.596 | 3.227 | 377.357 | 94.222 | 0.028 | -5.154 | 0.000 | 0.002 |
N-Formyl-L-glutamic acid | 1.387 | 19.137 | 8.337 | 6.035 | 4.133 | 3.171 | 1.665 | 0.000 | 0.002 |
Phosphoserine | 1.795 | 1.802 | 0.353 | 8.670 | 2.055 | 0.208 | -2.266 | 0.000 | 0.002 |
2-Phenylacetamide | 1.564 | 185.328 | 27.836 | 124.011 | 17.102 | 1.494 | 0.580 | 0.000 | 0.003 |
L-Pipecolic acid | 1.708 | 31.391 | 4.547 | 17.468 | 2.921 | 1.797 | 0.846 | 0.000 | 0.003 |
D-Phenyllactic acid | 1.631 | 54.805 | 9.273 | 31.482 | 5.670 | 1.741 | 0.800 | 0.000 | 0.003 |
Antibiotic JI-20A | 1.340 | 569.549 | 340.305 | 112.799 | 49.067 | 5.049 | 2.336 | 0.001 | 0.003 |
cis-Aconitic acid | 1.232 | 15.103 | 3.361 | 32.621 | 15.861 | 0.463 | -1.111 | 0.001 | 0.004 |
3-(3,4-Dihydroxyphenyl)pyruvate | 1.331 | 53.600 | 27.417 | 17.012 | 5.388 | 3.151 | 1.656 | 0.001 | 0.005 |
N-Acetylmannosamine | 1.533 | 10.370 | 8.299 | 76.427 | 37.912 | 0.136 | -2.882 | 0.001 | 0.005 |
Indole | 1.199 | 3.156 | 2.711 | 19.615 | 15.713 | 0.161 | -2.636 | 0.001 | 0.006 |
Phenylacetaldehyde | 1.143 | 0.623 | 0.407 | 4.413 | 3.948 | 0.141 | -2.825 | 0.001 | 0.006 |
p-Octopamine | 1.435 | 155.694 | 42.252 | 84.511 | 20.574 | 1.842 | 0.881 | 0.001 | 0.006 |
L-Proline | 1.014 | 24.140 | 16.816 | 9.577 | 3.350 | 2.521 | 1.334 | 0.002 | 0.007 |
Pyridoxamine | 1.385 | 1.825 | 0.362 | 2.633 | 0.466 | 0.693 | -0.529 | 0.002 | 0.007 |
6-Methylmercaptopurine | 1.191 | 13.411 | 7.752 | 4.502 | 2.980 | 2.979 | 1.575 | 0.002 | 0.007 |
Indole-3-acetaldehyde oxime | 1.187 | 37.390 | 19.882 | 15.539 | 4.559 | 2.406 | 1.267 | 0.002 | 0.007 |
Dopamine | 1.235 | 34.440 | 20.999 | 84.627 | 40.669 | 0.407 | -1.297 | 0.002 | 0.007 |
2-Hydroxycinnamic acid | 1.313 | 272.553 | 61.604 | 175.909 | 46.320 | 1.549 | 0.632 | 0.003 | 0.010 |
Acetylcholine | 1.324 | 172.195 | 31.573 | 123.899 | 20.791 | 1.390 | 0.475 | 0.003 | 0.010 |
Succinic acid semialdehyde | 1.413 | 1.030 | 0.570 | 2.946 | 1.232 | 0.350 | -1.516 | 0.003 | 0.010 |
Sphinganine | 1.382 | 5.089 | 1.515 | 8.525 | 2.017 | 0.597 | -0.744 | 0.003 | 0.010 |
Ureidopropionic acid | 1.065 | 6.557 | 5.537 | 1.372 | 1.392 | 4.779 | 2.257 | 0.003 | 0.010 |
3-Dehydroshikimate | 1.479 | 2.574 | 1.164 | 0.658 | 0.072 | 3.911 | 1.967 | 0.004 | 0.012 |
Xanthine | 1.228 | 155.811 | 33.220 | 114.103 | 16.512 | 1.365 | 0.449 | 0.005 | 0.015 |
Serotonin | 1.348 | 116.932 | 18.763 | 153.047 | 20.358 | 0.764 | -0.388 | 0.005 | 0.015 |
13-L-Hydroperoxylinoleic acid | 1.065 | 8.208 | 7.859 | 1.016 | 0.700 | 8.081 | 3.014 | 0.005 | 0.015 |
2-Keto-glutaramic acid | 1.311 | 55.830 | 12.990 | 24.259 | 22.339 | 2.301 | 1.203 | 0.005 | 0.015 |
1-Pyrroline-2-carboxylic acid | 1.138 | 3.597 | 1.084 | 2.121 | 1.048 | 1.696 | 0.762 | 0.010 | 0.027 |
2-Dehydropantoate | 1.182 | 242.779 | 28.501 | 204.449 | 23.196 | 1.188 | 0.248 | 0.013 | 0.033 |
Phenol | 1.167 | 32.851 | 8.994 | 20.218 | 8.537 | 1.625 | 0.700 | 0.013 | 0.033 |
beta-Alanine | 1.113 | 151.157 | 26.247 | 117.185 | 24.410 | 1.290 | 0.367 | 0.016 | 0.039 |
Stearidonic acid | 1.051 | 1.228 | 0.691 | 2.705 | 1.589 | 0.454 | -1.139 | 0.016 | 0.039 |
6-Keto-prostaglandin F1alpha | 1.127 | 4.628 | 1.259 | 2.753 | 1.497 | 1.681 | 0.750 | 0.016 | 0.039 |
L-Isoleucine | 1.034 | 56.360 | 3.968 | 63.389 | 7.420 | 0.889 | -0.170 | 0.020 | 0.047 |
4-Pyridoxic acid | 1.027 | 4.528 | 4.266 | 0.726 | 1.090 | 6.240 | 2.641 | 0.020 | 0.047 |
D-Xylose | 1.179 | 17.957 | 5.905 | 8.737 | 6.728 | 2.055 | 1.039 | 0.020 | 0.047 |
N6-Acetyl-L-lysine | 1.041 | 6.516 | 1.095 | 5.339 | 0.808 | 1.220 | 0.287 | 0.025 | 0.055 |
Saccharopine | 1.037 | 116.490 | 33.781 | 152.506 | 24.669 | 0.764 | -0.389 | 0.030 | 0.065 |
Creatine | 1.022 | 397.443 | 69.102 | 319.505 | 62.118 | 1.244 | 0.315 | 0.045 | 0.087 |
N-Formyl-L-methionine | 1.471 | 5881.408 | 4339.168 | 473.535 | 222.305 | 12.420 | 3.635 | 0.000 | 0.005 |
1-Naphthylamine | 1.530 | 3.729 | 1.894 | 1.122 | 0.464 | 3.324 | 1.733 | 0.000 | 0.005 |
D-Glutamine | 1.618 | 29.392 | 17.872 | 2.408 | 1.648 | 12.203 | 3.609 | 0.000 | 0.005 |
Gluconolactone | 1.721 | 95.755 | 40.425 | 19.694 | 17.407 | 4.862 | 2.282 | 0.000 | 0.005 |
2-Keto-6-acetamidocaproate | 1.946 | 0.536 | 0.157 | 1.389 | 0.299 | 0.386 | -1.373 | 0.000 | 0.005 |
Fructose 1,6-bisphosphate | 1.398 | 9.437 | 7.354 | 1.048 | 0.354 | 9.003 | 3.170 | 0.000 | 0.005 |
alpha-Ketoisovaleric acid | 1.753 | 16.198 | 1.993 | 5.998 | 5.515 | 2.700 | 1.433 | 0.000 | 0.006 |
Lipoxin A4 | 1.689 | 52.802 | 24.637 | 8.791 | 10.325 | 6.006 | 2.587 | 0.000 | 0.006 |
Prostaglandin B2 | 1.212 | 0.291 | 0.376 | 33.169 | 38.185 | 0.009 | -6.832 | 0.001 | 0.006 |
15-Deoxy-d-12,14-PGJ2 | 1.691 | 207.224 | 48.366 | 327.260 | 56.672 | 0.633 | -0.659 | 0.001 | 0.006 |
12-Keto-tetrahydro-leukotriene B4 | 1.589 | 0.250 | 0.266 | 1.226 | 0.658 | 0.204 | -2.294 | 0.001 | 0.009 |
Taurine | 1.551 | 3625.110 | 589.386 | 2539.353 | 555.721 | 1.428 | 0.514 | 0.002 | 0.011 |
Pyruvic acid | 1.659 | 10.807 | 3.087 | 4.604 | 2.526 | 2.347 | 1.231 | 0.002 | 0.011 |
Salicylic acid | 1.148 | 0.941 | 0.362 | 0.621 | 0.119 | 1.516 | 0.600 | 0.002 | 0.011 |
Ribose 1-phosphate | 1.495 | 7.783 | 5.688 | 46.078 | 31.087 | 0.169 | -2.566 | 0.002 | 0.011 |
5-Aminopentanoic acid | 1.439 | 1.219 | 0.484 | 0.576 | 0.248 | 2.117 | 1.082 | 0.002 | 0.013 |
Formylanthranilic acid | 1.494 | 2.154 | 0.388 | 1.022 | 0.842 | 2.108 | 1.076 | 0.003 | 0.015 |
17a-Estradiol | 1.012 | 12.568 | 12.666 | 3.471 | 0.897 | 3.621 | 1.856 | 0.004 | 0.018 |
19(S)-HETE | 1.415 | 3.458 | 1.024 | 5.906 | 1.949 | 0.586 | -0.772 | 0.004 | 0.018 |
N-Acetyl-D-glucosamine | 1.492 | 3.416 | 0.771 | 5.169 | 1.204 | 0.661 | -0.598 | 0.005 | 0.021 |
L-2-Hydroxyglutaric acid | 1.399 | 47.184 | 28.085 | 12.976 | 11.136 | 3.636 | 1.862 | 0.005 | 0.021 |
L-Malic acid | 1.371 | 45.212 | 41.185 | 142.493 | 82.682 | 0.317 | -1.656 | 0.005 | 0.021 |
3-(2-Hydroxyphenyl)propanoic acid | 1.206 | 15.082 | 7.134 | 6.069 | 7.336 | 2.485 | 1.313 | 0.013 | 0.043 |
Threonic acid | 1.002 | 522.805 | 339.086 | 1537.224 | 1476.915 | 0.340 | -1.556 | 0.020 | 0.060 |
D-Octopine | 1.016 | 3.503 | 0.845 | 2.815 | 0.470 | 1.244 | 0.315 | 0.020 | 0.060 |
Phenylacetic acid | 1.229 | 60.185 | 18.284 | 42.081 | 6.939 | 1.430 | 0.516 | 0.020 | 0.060 |
Kynurenic acid | 1.280 | 10.085 | 3.752 | 3.945 | 5.240 | 2.556 | 1.354 | 0.020 | 0.060 |
Shikimic acid | 1.153 | 13.136 | 17.685 | 98.610 | 104.832 | 0.133 | -2.908 | 0.020 | 0.060 |
Uridine | 1.018 | 19794.703 | 13983.743 | 8226.846 | 8299.218 | 2.406 | 1.267 | 0.025 | 0.069 |
Oxoadipic acid | 1.018 | 55.736 | 17.974 | 81.108 | 32.067 | 0.687 | -0.541 | 0.030 | 0.079 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | mean_Z | sd_Z | mean_A | sd_A | Fold Change_Z/A | log2(FC_Z/A) | p.value | FDR | |
---|---|---|---|---|---|---|---|---|---|
Phosphorylcholine | 1.696 | 61.922 | 35.643 | 0.000 | 0.000 | 1017500.000 | 19.957 | 0.000 | 0.006 |
Methyl jasmonate | 1.257 | 4.161 | 4.176 | 0.000 | 0.000 | 68381.000 | 16.061 | 0.000 | 0.006 |
Choline | 1.785 | 23.648 | 11.839 | 0.000 | 0.000 | 388600.000 | 18.568 | 0.000 | 0.006 |
Dodecanoic acid | 1.753 | 0.580 | 0.306 | 0.000 | 0.000 | 9528.500 | 13.218 | 0.000 | 0.006 |
Ciliatine | 1.032 | 0.576 | 0.759 | 0.000 | 0.000 | 9467.900 | 13.209 | 0.000 | 0.006 |
2-Hydroxy-3-oxoadipate | 1.675 | 7.895 | 4.681 | 0.000 | 0.000 | 129740.000 | 16.985 | 0.000 | 0.006 |
7-Dehydrodesmosterol | 1.650 | 10.711 | 6.580 | 0.000 | 0.000 | 176010.000 | 17.425 | 0.000 | 0.006 |
L-Isoleucine | 1.899 | 56.360 | 3.968 | 74.490 | 7.002 | 0.757 | -0.402 | 0.000 | 0.006 |
Pipecolic acid | 1.969 | 89.123 | 20.632 | 240.467 | 54.096 | 0.371 | -1.432 | 0.000 | 0.006 |
Antibiotic JI-20A | 1.472 | 569.549 | 340.305 | 130.094 | 19.608 | 4.378 | 2.130 | 0.000 | 0.006 |
L-Threonine | 1.654 | 29.801 | 5.202 | 20.236 | 3.028 | 1.473 | 0.558 | 0.000 | 0.006 |
Vanillylmandelic acid | 2.018 | 2.660 | 0.611 | 6.528 | 1.110 | 0.407 | -1.296 | 0.000 | 0.006 |
L-Arginine | 1.204 | 10.596 | 3.227 | 144.141 | 161.878 | 0.074 | -3.766 | 0.000 | 0.006 |
Phosphoserine | 1.893 | 1.802 | 0.353 | 5.759 | 1.796 | 0.313 | -1.676 | 0.000 | 0.006 |
Aminoadipic acid | 1.867 | 19.942 | 4.004 | 9.435 | 2.439 | 2.114 | 1.080 | 0.001 | 0.009 |
Cytosine | 1.719 | 1236.314 | 131.404 | 1754.458 | 290.464 | 0.705 | -0.505 | 0.001 | 0.010 |
Pimelic acid | 1.603 | 0.654 | 0.239 | 1.811 | 0.816 | 0.361 | -1.470 | 0.001 | 0.010 |
Indole | 1.416 | 3.156 | 2.711 | 166.643 | 153.812 | 0.019 | -5.722 | 0.001 | 0.010 |
Sphinganine | 1.752 | 5.089 | 1.515 | 9.789 | 2.229 | 0.520 | -0.944 | 0.002 | 0.012 |
13-L-Hydroperoxylinoleic acid | 1.215 | 8.208 | 7.859 | 0.745 | 0.600 | 11.020 | 3.462 | 0.002 | 0.015 |
N6-Acetyl-N6-hydroxy-L-lysine | 1.673 | 89.255 | 76.677 | 302.183 | 114.311 | 0.295 | -1.759 | 0.002 | 0.015 |
Niacinamide | 1.469 | 46.163 | 5.891 | 58.493 | 8.580 | 0.789 | -0.342 | 0.003 | 0.018 |
Glycocholic acid | 1.337 | 60.210 | 38.859 | 9.843 | 27.839 | 6.117 | 2.613 | 0.004 | 0.022 |
Piperidine | 1.503 | 12.452 | 1.048 | 14.296 | 1.008 | 0.871 | -0.199 | 0.005 | 0.027 |
3-Dehydroshikimate | 1.615 | 2.574 | 1.164 | 0.748 | 0.205 | 3.440 | 1.782 | 0.005 | 0.027 |
Succinic acid semialdehyde | 1.607 | 1.030 | 0.570 | 2.728 | 1.076 | 0.378 | -1.405 | 0.005 | 0.027 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.093 | 1.240 | 1.098 | 0.320 | 0.266 | 3.869 | 1.952 | 0.005 | 0.027 |
Taurocholic acid | 1.390 | 14.097 | 6.361 | 31.988 | 15.805 | 0.441 | -1.182 | 0.005 | 0.027 |
L-Leucine | 1.476 | 12.504 | 1.127 | 14.224 | 0.796 | 0.879 | -0.186 | 0.007 | 0.032 |
Acetylcholine | 1.302 | 172.195 | 31.573 | 134.715 | 18.824 | 1.278 | 0.354 | 0.007 | 0.032 |
(9Z,12Z,15Z)-Octadecatrienoic acid | 1.283 | 13.851 | 5.589 | 7.854 | 1.918 | 1.764 | 0.818 | 0.007 | 0.032 |
N6-Acetyl-L-lysine | 1.375 | 6.516 | 1.095 | 9.105 | 2.239 | 0.716 | -0.483 | 0.007 | 0.032 |
Phenylpyruvic acid | 1.080 | 21.644 | 20.994 | 4.397 | 4.683 | 4.922 | 2.299 | 0.007 | 0.032 |
4-Guanidinobutanoic acid | 1.310 | 6.190 | 1.956 | 11.416 | 5.127 | 0.542 | -0.883 | 0.009 | 0.036 |
Serotonin | 1.414 | 116.932 | 18.763 | 164.975 | 40.013 | 0.709 | -0.497 | 0.011 | 0.043 |
Phosphonoacetate | 1.197 | 2.199 | 1.969 | 0.349 | 0.360 | 6.305 | 2.656 | 0.011 | 0.043 |
L-Methionine | 1.288 | 281.652 | 65.072 | 204.785 | 40.759 | 1.375 | 0.460 | 0.015 | 0.051 |
4-Hydroxycinnamoylagmatine | 1.060 | 11691.117 | 11083.650 | 30509.495 | 24049.389 | 0.383 | -1.384 | 0.015 | 0.051 |
Ureidopropionic acid | 1.148 | 6.557 | 5.537 | 1.651 | 1.002 | 3.973 | 1.990 | 0.015 | 0.051 |
N-Acetylmannosamine | 1.522 | 10.370 | 8.299 | 41.565 | 23.979 | 0.249 | -2.003 | 0.015 | 0.051 |
D-Phenyllactic acid | 1.245 | 54.805 | 9.273 | 42.708 | 9.193 | 1.283 | 0.360 | 0.019 | 0.062 |
N2-Succinyl-L-ornithine | 1.201 | 55.343 | 18.637 | 89.139 | 35.292 | 0.621 | -0.688 | 0.019 | 0.062 |
Betaine | 1.108 | 104.487 | 14.850 | 132.867 | 34.711 | 0.786 | -0.347 | 0.023 | 0.073 |
Indolepyruvate | 1.224 | 250.979 | 34.072 | 207.407 | 34.180 | 1.210 | 0.275 | 0.023 | 0.073 |
L-Serine | 1.199 | 5.507 | 4.939 | 13.719 | 8.299 | 0.401 | -1.317 | 0.023 | 0.073 |
Picolinic acid | 1.239 | 1.214 | 0.798 | 4.217 | 3.375 | 0.288 | -1.797 | 0.029 | 0.086 |
N-Acetylserotonin | 1.115 | 360.055 | 130.154 | 621.451 | 320.114 | 0.579 | -0.787 | 0.029 | 0.086 |
cis-Aconitic acid | 1.098 | 15.103 | 3.361 | 21.749 | 8.322 | 0.694 | -0.526 | 0.029 | 0.086 |
Linoleic acid | 1.021 | 12.470 | 6.104 | 7.462 | 3.092 | 1.671 | 0.741 | 0.029 | 0.086 |
N-Acetylneuraminate | 1.142 | 62.986 | 12.662 | 101.355 | 48.005 | 0.621 | -0.686 | 0.037 | 0.100 |
Stearidonic acid | 1.126 | 1.228 | 0.691 | 2.228 | 1.076 | 0.551 | -0.860 | 0.037 | 0.100 |
Glycerophosphocholine | 1.098 | 565.225 | 113.238 | 755.102 | 227.865 | 0.749 | -0.418 | 0.046 | 0.118 |
1-Naphthylamine | 1.568 | 3.729 | 1.894 | 1.177 | 0.446 | 3.168 | 1.664 | 0.001 | 0.012 |
Threonic acid | 1.529 | 522.805 | 339.086 | 4691.387 | 3731.652 | 0.111 | -3.166 | 0.001 | 0.014 |
Prostaglandin B2 | 1.302 | 0.291 | 0.376 | 7.304 | 8.157 | 0.040 | -4.649 | 0.001 | 0.014 |
Lipoxin A4 | 1.737 | 52.802 | 24.637 | 9.848 | 10.615 | 5.362 | 2.423 | 0.001 | 0.014 |
N-Formyl-L-methionine | 1.398 | 5881.408 | 4339.168 | 1088.177 | 936.357 | 5.405 | 2.434 | 0.002 | 0.018 |
beta-D-Fructose 6-phosphate | 1.277 | 24.319 | 43.909 | 124.988 | 109.835 | 0.195 | -2.362 | 0.002 | 0.021 |
12-Keto-leukotriene B4 | 1.098 | 1152.135 | 1302.852 | 145.216 | 119.092 | 7.934 | 2.988 | 0.002 | 0.021 |
Hydrogen phosphate | 1.313 | 30.188 | 35.148 | 107.322 | 79.281 | 0.281 | -1.830 | 0.003 | 0.024 |
Ribose 1-phosphate | 1.456 | 7.783 | 5.688 | 97.017 | 87.144 | 0.080 | -3.640 | 0.003 | 0.024 |
L-2-Hydroxyglutaric acid | 1.459 | 47.184 | 28.085 | 13.474 | 8.232 | 3.502 | 1.808 | 0.004 | 0.028 |
D-Octopine | 1.602 | 3.503 | 0.845 | 2.179 | 0.525 | 1.607 | 0.685 | 0.005 | 0.032 |
L-Malic acid | 1.277 | 45.212 | 41.185 | 274.694 | 270.868 | 0.165 | -2.603 | 0.005 | 0.032 |
4-Hydroxycinnamic acid | 1.059 | 21.548 | 25.492 | 2.640 | 3.666 | 8.162 | 3.029 | 0.005 | 0.032 |
Alpha-D-Glucose | 1.487 | 5.217 | 1.614 | 3.070 | 0.872 | 1.699 | 0.765 | 0.007 | 0.037 |
5-Aminopentanoic acid | 1.255 | 1.219 | 0.484 | 4.608 | 4.126 | 0.264 | -1.919 | 0.009 | 0.043 |
Malonate | 1.182 | 3.835 | 7.598 | 12.575 | 7.868 | 0.305 | -1.713 | 0.009 | 0.043 |
N-Acetyl-alpha-D-glucosamine 1-phosphate | 1.199 | 260.231 | 392.349 | 944.620 | 778.008 | 0.275 | -1.860 | 0.011 | 0.051 |
12-Keto-tetrahydro-leukotriene B4 | 1.476 | 0.250 | 0.266 | 4.225 | 3.790 | 0.059 | -4.080 | 0.011 | 0.051 |
trans-Cinnamate | 1.333 | 1.494 | 0.825 | 3.760 | 2.373 | 0.397 | -1.332 | 0.011 | 0.051 |
17a-Estradiol | 1.022 | 12.568 | 12.666 | 3.598 | 1.593 | 3.493 | 1.804 | 0.015 | 0.059 |
Uracil | 1.087 | 5.908 | 5.542 | 17.270 | 15.722 | 0.342 | -1.548 | 0.015 | 0.059 |
15-Deoxy-d-12,14-PGJ2 | 1.405 | 207.224 | 48.366 | 144.205 | 35.591 | 1.437 | 0.523 | 0.015 | 0.059 |
Oxoadipic acid | 1.447 | 55.736 | 17.974 | 79.712 | 12.126 | 0.699 | -0.516 | 0.015 | 0.059 |
9,10-Epoxyoctadecenoic acid | 1.271 | 1.778 | 0.363 | 1.311 | 0.386 | 1.357 | 0.440 | 0.019 | 0.069 |
(R)-3-Hydroxybutyric acid | 1.238 | 12.665 | 10.051 | 81.058 | 84.918 | 0.156 | -2.678 | 0.019 | 0.069 |
Glyceric acid | 1.130 | 0.272 | 0.141 | 1.506 | 1.741 | 0.181 | -2.467 | 0.019 | 0.069 |
19(S)-HETE | 1.217 | 3.458 | 1.024 | 2.317 | 0.891 | 1.492 | 0.578 | 0.023 | 0.080 |
N-Acetylmuramate | 1.298 | 4.616 | 6.204 | 24.472 | 22.141 | 0.189 | -2.406 | 0.023 | 0.080 |
Formylanthranilic acid | 1.212 | 2.154 | 0.388 | 3.506 | 1.688 | 0.614 | -0.703 | 0.023 | 0.080 |
Pyruvic acid | 1.229 | 10.807 | 3.087 | 6.886 | 3.514 | 1.570 | 0.650 | 0.029 | 0.091 |
Glucosamine 6-phosphate | 1.315 | 76.567 | 34.721 | 37.393 | 21.680 | 2.048 | 1.034 | 0.029 | 0.091 |
3-(2-Hydroxyphenyl)propanoic acid | 1.307 | 15.082 | 7.134 | 7.068 | 4.558 | 2.134 | 1.093 | 0.029 | 0.091 |
L-Glutamic acid | 1.231 | 10.223 | 7.147 | 28.530 | 21.633 | 0.358 | -1.481 | 0.037 | 0.105 |
Uric acid | 1.008 | 2341.616 | 1158.079 | 1502.908 | 409.877 | 1.558 | 0.640 | 0.037 | 0.105 |
Dehydroepiandrosterone | 1.233 | 4.426 | 2.962 | 8.270 | 3.485 | 0.535 | -0.902 | 0.037 | 0.105 |
Adenine | 1.240 | 36.393 | 13.306 | 55.014 | 17.727 | 0.662 | -0.596 | 0.037 | 0.105 |
Traumatic Acid | 1.240 | 1.703 | 1.220 | 4.865 | 3.698 | 0.350 | -1.514 | 0.037 | 0.105 |
D-Glutamine | 1.112 | 29.392 | 17.872 | 13.938 | 9.476 | 2.109 | 1.076 | 0.046 | 0.122 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | p.value | FDR | |
---|---|---|---|
(R) 2,3-Dihydroxy-3-methylvalerate | 1.669 | 0.000 | 0.019 |
Phosphonoacetate | 1.877 | 0.000 | 0.019 |
L-Glutamine | 2.799 | 0.000 | 0.019 |
Aminoadipic acid | 1.038 | 0.001 | 0.021 |
13-L-Hydroperoxylinoleic acid | 1.511 | 0.001 | 0.021 |
5-Methylcytosine | 2.693 | 0.001 | 0.023 |
Pipecolic acid | 1.019 | 0.001 | 0.023 |
Phenylacetaldehyde | 1.319 | 0.001 | 0.025 |
Phenol | 2.386 | 0.003 | 0.031 |
1H-Indole-3-acetamide | 1.800 | 0.004 | 0.034 |
Choline | 1.084 | 0.004 | 0.035 |
cis-Aconitic acid | 1.034 | 0.004 | 0.035 |
L-Threonine | 1.190 | 0.005 | 0.037 |
gamma-Glutamylalanine | 1.908 | 0.005 | 0.039 |
N-Acetylmannosamine | 1.574 | 0.006 | 0.041 |
L-Lysine | 1.941 | 0.007 | 0.045 |
Hydroquinone | 1.691 | 0.012 | 0.062 |
Antibiotic JI-20A | 1.586 | 0.013 | 0.064 |
L-Valine | 1.897 | 0.014 | 0.065 |
Indole-3-acetaldehyde oxime | 1.800 | 0.014 | 0.066 |
6-Methylmercaptopurine | 1.429 | 0.017 | 0.071 |
L-Asparagine | 1.087 | 0.017 | 0.071 |
1-Aminocyclopropanecarboxylic acid | 2.071 | 0.019 | 0.077 |
S-Glutathionyl-L-cysteine | 1.364 | 0.020 | 0.081 |
Saccharopine | 1.965 | 0.021 | 0.082 |
12-OPDA | 1.263 | 0.022 | 0.084 |
N-Formyl-L-glutamic acid | 1.597 | 0.023 | 0.085 |
L-Carnitine | 1.978 | 0.033 | 0.105 |
Serotonin | 1.067 | 0.034 | 0.108 |
3-(3,4-Dihydroxyphenyl)pyruvate | 1.704 | 0.037 | 0.113 |
L-Pipecolic acid | 1.593 | 0.041 | 0.120 |
D-Phenyllactic acid | 1.805 | 0.041 | 0.121 |
Indolepyruvate | 1.919 | 0.048 | 0.132 |
L-Leucine | 1.036 | 0.049 | 0.133 |
Prostaglandin F2a | 1.702 | 0.000 | 0.008 |
1-Naphthylamine | 1.846 | 0.000 | 0.009 |
Hippuric acid | 1.090 | 0.000 | 0.010 |
17a-Estradiol | 1.460 | 0.001 | 0.016 |
4-Hydroxycinnamic acid | 1.350 | 0.002 | 0.018 |
beta-D-Fructose 6-phosphate | 1.270 | 0.003 | 0.024 |
N-Acetyl-alpha-D-glucosamine 1-phosphate | 1.221 | 0.004 | 0.029 |
Pseudouridine | 1.910 | 0.007 | 0.039 |
Geranylgeranyl-PP | 1.288 | 0.008 | 0.040 |
D-Glucose | 1.066 | 0.008 | 0.042 |
Gentisic acid | 1.162 | 0.013 | 0.055 |
Glyceric acid | 1.688 | 0.013 | 0.055 |
3-(2-Hydroxyphenyl)propanoic acid | 1.330 | 0.018 | 0.068 |
Hydrogen phosphate | 1.286 | 0.023 | 0.081 |
Formylanthranilic acid | 1.626 | 0.030 | 0.094 |
N-Formyl-L-methionine | 1.222 | 0.037 | 0.107 |
9,10-Epoxyoctadecenoic acid | 1.455 | 0.037 | 0.107 |
Resveratrol | 1.122 | 0.039 | 0.110 |
Phenylacetic acid | 1.473 | 0.043 | 0.118 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | p.value | FDR | |
---|---|---|---|
Methyl jasmonate | 1.413 | 0.000 | 0.003 |
6-Methylmercaptopurine | 1.095 | 0.000 | 0.003 |
N-Formyl-L-glutamic acid | 1.126 | 0.000 | 0.003 |
Picolinic acid | 1.353 | 0.000 | 0.003 |
L-Arginine | 2.026 | 0.000 | 0.003 |
Indole | 1.408 | 0.000 | 0.004 |
L-Glutamine | 1.061 | 0.000 | 0.004 |
Aminoadipic acid | 2.073 | 0.000 | 0.004 |
Phosphoserine | 1.980 | 0.001 | 0.006 |
L-Methionine | 1.887 | 0.001 | 0.006 |
Antibiotic JI-20A | 1.841 | 0.001 | 0.006 |
Pipecolic acid | 1.514 | 0.001 | 0.007 |
Cytosine | 1.035 | 0.001 | 0.007 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.280 | 0.001 | 0.008 |
Acetaminophen | 1.369 | 0.001 | 0.008 |
Homovanillic acid | 1.093 | 0.001 | 0.009 |
Acetylcholine | 1.534 | 0.002 | 0.012 |
Niacinamide | 1.812 | 0.002 | 0.012 |
7-Dehydrodesmosterol | 1.111 | 0.003 | 0.015 |
Maleic acid homopolymer | 1.547 | 0.003 | 0.015 |
L-Lysine | 1.822 | 0.003 | 0.016 |
D-Phenyllactic acid | 1.696 | 0.003 | 0.016 |
Phenol | 1.392 | 0.004 | 0.017 |
Cadaverine | 1.418 | 0.004 | 0.018 |
Pyroglutamic acid | 1.543 | 0.004 | 0.020 |
beta-Alanine | 1.079 | 0.004 | 0.020 |
1-Hexadecanol | 1.120 | 0.006 | 0.026 |
Indolepyruvate | 1.572 | 0.008 | 0.031 |
N-Acetylneuraminate | 1.248 | 0.009 | 0.033 |
Succinic acid semialdehyde | 1.343 | 0.011 | 0.037 |
1,1-Dimethylbiguanide | 1.533 | 0.012 | 0.039 |
L-Pipecolic acid | 1.540 | 0.013 | 0.041 |
gamma-Glutamylalanine | 1.032 | 0.013 | 0.042 |
1-Aminocyclopropanecarboxylic acid | 1.106 | 0.017 | 0.050 |
Porphobilinogen | 1.194 | 0.018 | 0.053 |
Xanthine | 1.383 | 0.018 | 0.054 |
Pimelic acid | 1.367 | 0.021 | 0.059 |
L-Threonine | 1.527 | 0.025 | 0.065 |
13-L-Hydroperoxylinoleic acid | 1.324 | 0.030 | 0.075 |
Leucodopachrome | 1.549 | 0.030 | 0.076 |
2-Hydroxybutyric acid | 1.231 | 0.031 | 0.077 |
Cortexolone | 1.202 | 0.039 | 0.092 |
(9Z,12Z,15Z)-Octadecatrienoic acid | 1.274 | 0.043 | 0.098 |
4-Hydroxycinnamic acid | 1.162 | 0.000 | 0.001 |
Pyruvic acid | 1.407 | 0.000 | 0.002 |
Glyceric acid | 1.543 | 0.000 | 0.002 |
N-Formyl-L-methionine | 1.640 | 0.000 | 0.002 |
Lipoxin A4 | 1.756 | 0.000 | 0.002 |
1-Naphthylamine | 1.734 | 0.000 | 0.002 |
5-Aminopentanoic acid | 1.764 | 0.000 | 0.002 |
Gluconolactone | 1.311 | 0.000 | 0.002 |
Geranylgeranyl-PP | 1.416 | 0.000 | 0.002 |
2-Keto-6-acetamidocaproate | 1.994 | 0.000 | 0.002 |
13S-hydroxyoctadecadienoic acid | 1.313 | 0.000 | 0.002 |
L-Malic acid | 1.543 | 0.000 | 0.002 |
Taurine | 1.828 | 0.000 | 0.003 |
Dehydroepiandrosterone | 1.314 | 0.000 | 0.003 |
17a-Estradiol | 1.005 | 0.000 | 0.003 |
D-Glutamine | 1.342 | 0.000 | 0.003 |
Ribose 1-phosphate | 1.649 | 0.001 | 0.004 |
L-2-Hydroxyglutaric acid | 1.651 | 0.001 | 0.005 |
Phospho-anandamide | 1.507 | 0.001 | 0.005 |
Gentisic acid | 1.436 | 0.002 | 0.007 |
Prostaglandin A2 | 1.549 | 0.002 | 0.008 |
Shikimic acid | 1.477 | 0.002 | 0.008 |
15-Deoxy-d-12,14-PGJ2 | 1.360 | 0.004 | 0.013 |
alpha-Ketoisovaleric acid | 1.431 | 0.004 | 0.013 |
Sphingosine 1-phosphate | 1.414 | 0.005 | 0.014 |
D-Octopine | 1.459 | 0.008 | 0.021 |
12-Keto-tetrahydro-leukotriene B4 | 1.598 | 0.008 | 0.021 |
Hydrogen phosphate | 1.027 | 0.009 | 0.023 |
19(S)-HETE | 1.463 | 0.014 | 0.031 |
Uridine | 1.333 | 0.017 | 0.036 |
9,10-Epoxyoctadecenoic acid | 1.038 | 0.026 | 0.050 |
Salicylic acid | 1.025 | 0.028 | 0.054 |
12-Keto-leukotriene B4 | 1.111 | 0.029 | 0.055 |
2-Aminophenol | 1.207 | 0.039 | 0.069 |
Prostaglandin B2 | 1.149 | 0.040 | 0.070 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | p.value | FDR | |
---|---|---|---|
(R) 2,3-Dihydroxy-3-methylvalerate | 1.356 | 0.000 | 0.001 |
1-Aminocyclopropanecarboxylic acid | 1.985 | 0.000 | 0.001 |
N-Formyl-L-glutamic acid | 1.030 | 0.000 | 0.001 |
L-Lysine | 2.041 | 0.000 | 0.001 |
Phosphoserine | 1.938 | 0.000 | 0.001 |
Pimelic acid | 1.875 | 0.000 | 0.001 |
L-Threonine | 1.872 | 0.000 | 0.001 |
Aminoadipic acid | 1.892 | 0.000 | 0.001 |
Methyl jasmonate | 1.217 | 0.000 | 0.001 |
7-Dehydrodesmosterol | 1.313 | 0.000 | 0.001 |
Glycocholic acid | 1.318 | 0.000 | 0.001 |
Porphobilinogen | 1.099 | 0.000 | 0.001 |
L-Pipecolic acid | 1.880 | 0.000 | 0.001 |
Pyroglutamic acid | 1.796 | 0.000 | 0.001 |
L-Arginine | 1.941 | 0.000 | 0.001 |
1,1-Dimethylbiguanide | 1.667 | 0.000 | 0.001 |
D-Phenyllactic acid | 1.785 | 0.000 | 0.002 |
L-Methionine | 1.760 | 0.000 | 0.002 |
Indolepyruvate | 1.749 | 0.000 | 0.002 |
Pipecolic acid | 1.727 | 0.000 | 0.002 |
Cytosine | 1.105 | 0.000 | 0.003 |
p-Octopamine | 1.248 | 0.001 | 0.003 |
cis-Aconitic acid | 1.403 | 0.001 | 0.003 |
2-Phenylacetamide | 1.628 | 0.001 | 0.003 |
3-Dehydroshikimate | 1.602 | 0.001 | 0.003 |
Stearidonic acid | 1.091 | 0.001 | 0.005 |
Antibiotic JI-20A | 1.537 | 0.001 | 0.005 |
Sphinganine | 1.406 | 0.001 | 0.006 |
Indole-3-acetaldehyde oxime | 1.344 | 0.002 | 0.006 |
L-Proline | 1.034 | 0.002 | 0.006 |
Phenylacetaldehyde | 1.260 | 0.002 | 0.007 |
beta-Alanine | 1.086 | 0.002 | 0.007 |
Succinic acid semialdehyde | 1.583 | 0.003 | 0.010 |
Acetylcholine | 1.456 | 0.003 | 0.010 |
2-Hydroxycinnamic acid | 1.409 | 0.003 | 0.010 |
N-Acetylmannosamine | 1.260 | 0.004 | 0.011 |
Creatine | 1.033 | 0.004 | 0.013 |
Dopamine | 1.298 | 0.005 | 0.015 |
Indole | 1.335 | 0.005 | 0.015 |
Phenol | 1.136 | 0.006 | 0.017 |
13-L-Hydroperoxylinoleic acid | 1.235 | 0.007 | 0.020 |
2-Dehydropantoate | 1.038 | 0.011 | 0.027 |
4,5-Dihydroorotic acid | 1.056 | 0.012 | 0.028 |
gamma-Glutamylalanine | 1.204 | 0.012 | 0.029 |
Xanthine | 1.237 | 0.013 | 0.031 |
Serotonin | 1.119 | 0.015 | 0.035 |
Pyridoxamine | 1.253 | 0.017 | 0.039 |
Taurocholic acid | 1.083 | 0.018 | 0.039 |
D-Xylose | 1.292 | 0.027 | 0.056 |
L-Isoleucine | 1.035 | 0.031 | 0.062 |
Ethylmethylacetic acid | 1.018 | 0.037 | 0.071 |
Homovanillic acid | 1.010 | 0.040 | 0.076 |
N6-Acetyl-L-lysine | 1.106 | 0.044 | 0.081 |
6-Keto-prostaglandin F1alpha | 1.012 | 0.045 | 0.082 |
D-Fructose | 1.016 | 0.047 | 0.084 |
N-Formyl-L-methionine | 1.652 | 0.000 | 0.003 |
Gluconolactone | 1.323 | 0.000 | 0.003 |
Pyruvic acid | 1.264 | 0.000 | 0.003 |
1-Naphthylamine | 1.673 | 0.000 | 0.003 |
Prostaglandin B2 | 1.325 | 0.000 | 0.004 |
D-Glutamine | 1.375 | 0.000 | 0.004 |
Lipoxin A4 | 1.698 | 0.000 | 0.004 |
2-Keto-6-acetamidocaproate | 1.937 | 0.000 | 0.005 |
19(S)-HETE | 1.359 | 0.001 | 0.006 |
15-Deoxy-d-12,14-PGJ2 | 1.467 | 0.001 | 0.007 |
17a-Estradiol | 1.137 | 0.001 | 0.007 |
alpha-Ketoisovaleric acid | 1.622 | 0.002 | 0.009 |
Taurine | 1.637 | 0.002 | 0.009 |
12-Keto-tetrahydro-leukotriene B4 | 1.696 | 0.002 | 0.009 |
L-Malic acid | 1.404 | 0.002 | 0.011 |
Prostaglandin F2a | 1.059 | 0.003 | 0.015 |
Formylanthranilic acid | 1.446 | 0.004 | 0.018 |
Salicylic acid | 1.183 | 0.005 | 0.018 |
Ribose 1-phosphate | 1.390 | 0.006 | 0.023 |
L-2-Hydroxyglutaric acid | 1.487 | 0.007 | 0.024 |
3-(2-Hydroxyphenyl)propanoic acid | 1.310 | 0.008 | 0.027 |
N-Acetyl-D-glucosamine | 1.421 | 0.012 | 0.035 |
5-Aminopentanoic acid | 1.387 | 0.013 | 0.036 |
Phenylacetic acid | 1.302 | 0.019 | 0.049 |
Oxoadipic acid | 1.068 | 0.026 | 0.062 |
D-Octopine | 1.110 | 0.033 | 0.074 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值
VIP | p.value | FDR | |
---|---|---|---|
Phosphoserine | 2.087 | 0.000 | 0.005 |
Dodecanoic acid | 1.068 | 0.000 | 0.005 |
Methyl jasmonate | 1.357 | 0.000 | 0.005 |
7-Dehydrodesmosterol | 1.445 | 0.000 | 0.005 |
Vanillylmandelic acid | 2.075 | 0.000 | 0.005 |
L-Isoleucine | 2.051 | 0.000 | 0.005 |
L-Threonine | 1.834 | 0.000 | 0.006 |
Aminoadipic acid | 2.021 | 0.000 | 0.006 |
Pipecolic acid | 2.014 | 0.001 | 0.006 |
L-Arginine | 1.357 | 0.001 | 0.007 |
Sphinganine | 1.770 | 0.001 | 0.007 |
Pimelic acid | 1.812 | 0.001 | 0.008 |
3-Dehydroshikimate | 1.748 | 0.001 | 0.009 |
Picolinic acid | 1.274 | 0.001 | 0.009 |
Indole | 1.564 | 0.001 | 0.010 |
(R) 2,3-Dihydroxy-3-methylvalerate | 1.295 | 0.001 | 0.010 |
Cytosine | 1.371 | 0.001 | 0.010 |
Antibiotic JI-20A | 1.699 | 0.002 | 0.014 |
N6-Acetyl-L-lysine | 1.386 | 0.003 | 0.015 |
13-L-Hydroperoxylinoleic acid | 1.429 | 0.003 | 0.015 |
Glycocholic acid | 1.226 | 0.003 | 0.017 |
N6-Acetyl-N6-hydroxy-L-lysine | 1.663 | 0.005 | 0.021 |
Stearidonic acid | 1.096 | 0.006 | 0.024 |
L-Serine | 1.213 | 0.006 | 0.025 |
Taurocholic acid | 1.420 | 0.007 | 0.028 |
Succinic acid semialdehyde | 1.799 | 0.007 | 0.029 |
Niacinamide | 1.567 | 0.008 | 0.030 |
(9Z,12Z,15Z)-Octadecatrienoic acid | 1.446 | 0.010 | 0.036 |
Acetylcholine | 1.424 | 0.011 | 0.038 |
N2-Succinyl-L-ornithine | 1.218 | 0.015 | 0.046 |
D-Phenyllactic acid | 1.286 | 0.017 | 0.052 |
Piperidine | 1.462 | 0.018 | 0.053 |
L-Leucine | 1.352 | 0.019 | 0.055 |
5,6-Dihydro-5-fluorouracil | 1.104 | 0.022 | 0.061 |
Indolepyruvate | 1.119 | 0.022 | 0.062 |
L-Methionine | 1.385 | 0.024 | 0.064 |
4-Guanidinobutanoic acid | 1.176 | 0.026 | 0.068 |
L-Lysine | 1.193 | 0.026 | 0.068 |
Serotonin | 1.356 | 0.031 | 0.077 |
Linoleic acid | 1.126 | 0.031 | 0.077 |
4-Hydroxycinnamoylagmatine | 1.053 | 0.035 | 0.082 |
Betaine | 1.264 | 0.037 | 0.086 |
cis-Aconitic acid | 1.230 | 0.040 | 0.091 |
N-Acetylserotonin | 1.268 | 0.046 | 0.100 |
4-Hydroxycinnamic acid | 1.239 | 0.000 | 0.003 |
1-Naphthylamine | 1.775 | 0.000 | 0.006 |
Glyceric acid | 1.219 | 0.000 | 0.006 |
Lipoxin A4 | 1.778 | 0.001 | 0.008 |
Prostaglandin B2 | 1.447 | 0.001 | 0.008 |
beta-D-Fructose 6-phosphate | 1.240 | 0.001 | 0.010 |
N-Formyl-L-methionine | 1.617 | 0.002 | 0.011 |
Threonic acid | 1.703 | 0.002 | 0.012 |
Geranylgeranyl-PP | 1.020 | 0.002 | 0.014 |
Dehydroepiandrosterone | 1.119 | 0.003 | 0.014 |
D-Octopine | 1.821 | 0.003 | 0.015 |
17a-Estradiol | 1.205 | 0.003 | 0.015 |
L-Malic acid | 1.393 | 0.003 | 0.016 |
Hydrogen phosphate | 1.297 | 0.003 | 0.016 |
5-Aminopentanoic acid | 1.352 | 0.004 | 0.017 |
Formylanthranilic acid | 1.059 | 0.004 | 0.017 |
Malonate | 1.333 | 0.004 | 0.018 |
Oxoadipic acid | 1.434 | 0.005 | 0.020 |
Ribose 1-phosphate | 1.622 | 0.005 | 0.021 |
Traumatic Acid | 1.297 | 0.006 | 0.024 |
N-Acetyl-alpha-D-glucosamine 1-phosphate | 1.199 | 0.008 | 0.027 |
Alpha-D-Glucose | 1.026 | 0.008 | 0.027 |
12-Keto-leukotriene B4 | 1.276 | 0.011 | 0.033 |
L-2-Hydroxyglutaric acid | 1.590 | 0.012 | 0.036 |
9,10-Epoxyoctadecenoic acid | 1.256 | 0.013 | 0.037 |
3-(2-Hydroxyphenyl)propanoic acid | 1.434 | 0.014 | 0.040 |
12-Keto-tetrahydro-leukotriene B4 | 1.631 | 0.015 | 0.042 |
Glucosamine 6-phosphate | 1.253 | 0.028 | 0.066 |
(R)-3-Hydroxybutyric acid | 1.361 | 0.038 | 0.081 |
19(S)-HETE | 1.345 | 0.041 | 0.085 |
15-Deoxy-d-12,14-PGJ2 | 1.116 | 0.041 | 0.086 |
注:*_VIP:VIP值;mean_*:平均值;sd_*:标准差;fold change:倍性变化;log2(FC):倍性变化的log2值;pvalue:统计学p值;FDR:pvalue校正值