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. 2020 Nov 12;10:19759. doi: 10.1038/s41598-020-75755-6

Table 2.

All the metabolites affected significantly by the short-term training trial (p-value < 0.05) or fold change > 1.2 or < 0.8.

Mode m/z RT (min) Putative metabolite Urine Plasma Saliva
Ratio p-value Ratio p-value Ratio p-value
Purine metabolism
+ 136.061 8.7 Adenine 1.457 0.182 1.334 0.002
+ 137.046 9.7 Hypoxanthinea 3.453 < 0.001 1.735 0.002 1.796 0.003
151.026 11.8 Xanthine 2.027 < 0.001
167.021 13.3 Urate 0.766 0.009
+ 252.108 7.7 Deoxyadenosine 1.406 0.002
+ 253.093 8.3 Deoxyinosine 1.713 0.037
283.069 13.0 Xanthosinea 0.136 0.001
+ 298.096 6.4 5-Methylthioadenosinea 2.395 < 0.001
Arginine and proline metabolism
104.071 13.9 4-Aminobutanoatea 1.394 0.004 0.661 0.019
112.052 9.4 Creatinine 1.278 < 0.001
130.051 9.3 l-Glutamate 5-semialdehyde 0.776 0.020
+ 131.118 21.2 N-Acetylputrescine 1.313 0.017
+ 133.097 23.5 Ornithinea 1.318 0.001 1.353 0.053
+ 146.092 14.9 4-Guanidinobutanoate 1.603 0.014 0.585 0.017
+ 148.060 15.1 Glutamatea 2.014 < 0.001
+ 173.104 26.1 Argininea 1.521 0.009 1.577 0.013
176.103 15.9 l-Citrullinea 1.456 < 0.001
188.057 9.0 N-Acetyl-l-glutamate 1.748 < 0.001
+ 217.129 14.6 N-acetylarginine 1.929 < 0.001
+ 247.140 13.9 N-(Carboxyethyl) arginine 3.494 < 0.001
Pyrimidine metabolism
+ 112.051 8.8 Cytosine 1.234 0.002 1.793 0.003
+ 127.050 13.2 Thymine 1.365 0.004 1.824 0.023
+ 129.066 14.6 5,6-Dihydrothymine 1.511 0.006
+ 243.097 12.4 Thymidine 2.287 0.002
Carnitine metabolism
+ 204.123 10.4 Acetylcarnitinea 2.411 < 0.001
+ 218.138 9.1 Propionylcarnitine 0.652 0.046
+ 244.154 7.6 Tiglylcarnitine 1.549 0.012
+ 248.149 10.8 Hydroxybutyrylcarnitine 2.399 < 0.001
274.201 6.3 Heptanoylcarnitine 1.884 0.036
+ 276.144 12.8 Glutarylcarnitine 1.812 < 0.001
+ 290.159 12.2 Methylglutarylcarnitine 1.578 0.004
+ 302.232 5.1 Dimethylheptanoylcarnitine 1.929 0.054
+ 312.217 5.1 Decadienoylcarnitine 1.855 0.013
+ 330.227 5.1 Keto-decanoylcarnitine 1.536 0.031
+ 330.263 4.7 Dimethylnonanoylcarnitine 1.298 0.002
+ 384.270 4.8 Hydroxytetradecadiencarnitine 1.411 0.041
+ 386.290 4.7 Hydroxytetradecenoylcarnitine 1.505 0.045
T.C.A. cycle
133.014 16.9 Malatea 3.226 < 0.001
145.014 15.9 2-Oxoglutaratea 1.954 < 0.001
173.009 19.0 cis-Aconitatea 3.632 < 0.001
191.020 19.2 Citratea 2.010 < 0.001
Pentose phosphate pathway
133.051 9.3 Deoxyribose 1.330 0.008
149.046 11.9 Ribosea 1.545 < 0.001
151.061 12.9 Xylitol or isomera 1.328 0.008
193.036 16.8 Glucuronate or isomera 1.896 < 0.001
195.051 15.0 Gluconic acida 2.852 0.002
229.011 15.7 Ribose 5-phosphatea 0.145 0.05
Glycine, serine and threonine metabolism
+ 76.076 10.5 Aminopropan-2-ol 2.002 0.018
105.019 12.6 Glycerate 1.665 0.001
+ 118.061 15.8 Guanidinoacetate 1.604 0.028
+ 120.065 11.3 Threoninea 1.586 0.015
Lysine metabolism
126.056 7.2 2,3,4,5-Tetrahydropyridine-2-carboxylate 1.154 0.021 1.614 0.001
+ 146.081 14.6 Hexanoic acid 1.364 0.048 0.232 0.024
+ 146.117 12.9 Trimethylammoniobutanoate 1.237 0.001
+ 147.113 23.6 l-Lysinea 1.611 0.02
+ 160.097 6.9 Acetamidopentanoate 1.151 0.028
+ 162.112 13.3 l-Carnitinea 3.264 0.011
+ 189.159 22.1 N6,N6,N6-Trimethyl-l-lysine 1.859 < 0.001
+ 204.086 14.2 N2-Acetyl-l-aminoadipate 1.532 < 0.001
+ 205.118 10.3 N6-Acetyl-N6-hydroxy-l-lysine 2.175 < 0.001
+ 219.133 14.4 Carboxyethyllysine 1.465 0.017
Histidine metabolism
+ 137.036 7.6 Urocanatea 1.733 < 0.001
+ 141.066 9.7 Methylimidazoleacetic acid 1.632 0.010
+ 170.092 12.8 Methylhistidine 0.629 0.029
Tryptophan metabolism
+ 118.065 10.1 Indolea 1.506 0.028 1.596 0.003
+ 161.107 10.1 Tryptamine 1.912 0.003
+ 177.102 13.4 Serotonin 1.362 0.056
204.067 8.1 Indolelactate 1.394 < 0.001 1.352 0.058
219.077 8.9 5-Hydroxy-l-tryptophan isomer 2.043 < 0.001
Tyrosine metabolism
+ 138.091 5.7 Tyraminea 1.212 0.006
179.035 8.3 Hydroxyphenylpyruvate 1.606 < 0.001
181.051 9.5 Hydroxyphenyllactate 1.782 < 0.001
+ 182.081 12.3 l-Tyrosinea 0.802 0.056 1.333 0.055
Valine, leucine and isoleucine degradation
115.04 4.8 3-Methyl-2-oxobutanoic acid 0.752 0.002
129.056 4.3 Methyl-oxopentanoic acid 0.761 < 0.001
+ 132.101 10.8 l-Leucine 1.669 < 0.001
Phenylalanine metabolism
+ 122.096 4.7 Phenethylamine 1.322 0.004
+ 123.044 13.3 Benzoate 1.396 0.047
+ 136.075 13.3 Phenylacetamide 1.387 0.021
+ 149.059 10.1 Cinnamate 1.585 0.003
166.086 10.1 Phenylalaninea 1.606 0.004
Methionine metabolism
+ 150.058 11.3 l-Methioninea 1.404 0.053
+ 166.053 13.4 Methionine S-oxide 1.628 < 0.001
176.039 7.2 N-Formyl-l-methionine 1.241 0.004
+ 192.105 4.9 Trihomomethionine 1.408 0.010
Alanine and aspartate metabolism
88.04 14.6 l-Alaninea 1.439 0.002
225.099 11.7 Carnosinea 2.051 0.007
Fatty acids and metabolitesC4
131.071 2.0 Hydroxyhexanoic acida,b 1.526 < 0.001
227.202 15.9 Tetradecanoic acidb 1.498 0.015
241.218 17.4 Pentadecanoic acida,b 1.208 0.035
253.218 16.8 Hexadecenoic acidb 1.374 0.047
255.233 18.8 Hexadecanoic acid isomerb 1.233 0.054
281.249 19.5 Octadecenoic acidb 1.366 0.032
Miscellaneous
147.03 15.8 (R)-2-Hydroxyglutarate 0.674 0.006
+ 241.031 16.5 L-Cystinea 1.041 0.041
259.022 15.8 D-Glucose 1-phosphatea 1.304 < 0.001
+ 345.139 12.3 Melibiitol 0.337 0.003
448.307 5.2 Glycodeoxycholate 0.196 < 0.001
464.302 5.5 Glycocholatea 1.278 < 0.001

aMatches retention time of standard.

bData from runs on ACE C4 column, otherwise run on the pHILIC column.