Clustering data with hclust algorithm for (Study ST002634)
HILIC POSITIVE ION MODE (Analysis AN004306)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| allantoin | ME624351 | 0.89 | 0.92 | 1.00 | 1.05 | 1.24 | 1.08 | 0.98 | 1.00 | 1.06 | 0.84 | 0.99 | 0.84 | 0.97 |
| beta-guanidinopropionate | ME624360 | 1.10 | 1.02 | 1.09 | 1.06 | 0.70 | 1.15 | 0.79 | 1.16 | 0.85 | 1.35 | 0.91 | 1.01 | 1.04 |
| 1-methylnicotinamide | ME624332 | 1.11 | 1.00 | 1.07 | 1.05 | 0.76 | 1.29 | 0.98 | 1.34 | 1.05 | 0.89 | 0.93 | 0.80 | 0.90 |
| acetylcholine | ME624344 | 0.84 | 0.85 | 1.08 | 1.07 | 0.71 | 1.39 | 1.15 | 1.42 | 1.22 | 0.84 | 1.04 | 0.80 | 0.80 |
| 4-acetamidobutanoate | ME624339 | 0.90 | 1.00 | 1.06 | 1.01 | 1.04 | 1.12 | 0.96 | 1.06 | 0.98 | 1.00 | 0.98 | 0.88 | 1.00 |
| 4-guanidinobutanoate | ME624340 | 1.08 | 1.11 | 1.02 | 1.01 | 0.75 | 1.05 | 0.97 | 1.03 | 0.99 | 1.06 | 1.11 | 1.04 | 0.94 |
| ala-ala | ME624349 | 1.07 | 0.67 | 1.00 | 1.01 | 1.16 | 1.41 | 0.78 | 1.16 | 0.97 | 0.73 | 1.28 | 1.06 | 0.61 |
| betaine | ME624361 | 1.02 | 0.93 | 1.02 | 1.02 | 1.06 | 1.15 | 0.90 | 1.02 | 1.02 | 1.06 | 0.86 | 1.01 | 0.90 |
| acisoga | ME624345 | 0.88 | 0.83 | 0.95 | 0.95 | 1.74 | 1.56 | 0.79 | 1.23 | 0.83 | 0.81 | 0.73 | 0.74 | 0.49 |
| arachidoyl ethanolamide | ME624355 | 0.87 | 0.60 | 0.82 | 0.86 | 1.22 | 1.68 | 0.80 | 0.84 | 1.42 | 1.04 | 1.34 | 0.40 | 0.89 |
| 5-methylcytosine | ME624342 | 1.40 | 0.61 | 1.14 | 1.12 | 0.41 | 1.63 | 0.63 | 1.45 | 0.60 | 1.37 | 0.79 | 1.46 | 0.80 |
| anserine | ME624354 | 0.75 | 1.03 | 1.02 | 1.02 | 1.15 | 0.91 | 1.05 | 0.85 | 1.31 | 0.77 | 1.36 | 0.66 | 1.03 |
| arginine | ME624356 | 0.98 | 1.09 | 1.03 | 1.03 | 1.07 | 0.97 | 0.92 | 0.99 | 1.01 | 0.98 | 0.98 | 0.91 | 1.01 |
| C10 carnitine | ME624375 | 1.05 | 1.13 | 1.03 | 0.99 | 1.11 | 0.88 | 1.10 | 0.82 | 1.13 | 0.87 | 1.09 | 0.79 | 0.96 |
| 2^-O-methyladenosine | ME624336 | 1.17 | 1.18 | 0.90 | 0.93 | 1.78 | 0.72 | 0.73 | 0.74 | 0.64 | 1.01 | 0.73 | 0.98 | 0.98 |
| alanine | ME624350 | 0.90 | 1.05 | 1.03 | 1.02 | 1.02 | 1.08 | 1.03 | 1.03 | 1.00 | 0.91 | 0.99 | 0.92 | 1.02 |
| 5-methylcytidine | ME624341 | 0.94 | 1.03 | 1.06 | 1.02 | 0.90 | 1.08 | 1.03 | 1.10 | 1.05 | 0.86 | 1.02 | 0.95 | 1.04 |
| ADMA | ME624347 | 1.00 | 1.13 | 1.02 | 1.03 | 1.03 | 1.08 | 0.99 | 1.04 | 1.04 | 0.89 | 1.01 | 0.84 | 0.88 |
| 21-deoxycortisol | ME624333 | 0.58 | 0.44 | 0.70 | 0.73 | 2.33 | 0.76 | 1.34 | 0.77 | 1.04 | 0.80 | 1.38 | 0.24 | 0.98 |
| 3-methoxytyramine | ME624337 | 1.47 | 0.62 | 0.73 | 1.19 | 1.09 | 0.75 | 0.70 | 0.82 | 0.96 | 1.66 | 1.08 | 1.16 | 0.66 |
| beta-alanine | ME624359 | 0.90 | 1.02 | 1.05 | 1.06 | 0.93 | 1.09 | 1.01 | 1.03 | 1.03 | 1.01 | 1.02 | 0.91 | 1.01 |
| 7-methylguanine | ME624343 | 1.00 | 0.99 | 1.01 | 0.96 | 1.08 | 1.12 | 0.93 | 1.05 | 0.94 | 0.97 | 0.97 | 1.00 | 0.92 |
| adenosine | ME624346 | 1.12 | 1.17 | 1.04 | 1.03 | 1.07 | 0.87 | 0.97 | 0.93 | 0.87 | 0.96 | 0.87 | 1.02 | 1.06 |
| alloisoleucine | ME624352 | 1.01 | 1.00 | 1.04 | 1.04 | 0.91 | 1.10 | 1.00 | 1.09 | 1.01 | 1.03 | 0.99 | 0.94 | 0.91 |
| aspartate | ME624358 | 0.97 | 1.01 | 1.03 | 1.02 | 1.00 | 1.02 | 0.93 | 1.05 | 1.04 | 0.99 | 1.11 | 0.89 | 0.95 |
| 1-methylhistamine | ME624331 | 1.08 | 0.80 | 1.02 | 1.04 | 0.96 | 0.98 | 0.80 | 1.29 | 0.98 | 1.51 | 0.88 | 0.82 | 0.87 |
| 2^-deoxyadenosine | ME624334 | 1.13 | 1.16 | 0.97 | 0.97 | 1.53 | 0.81 | 0.89 | 0.87 | 0.78 | 0.96 | 0.79 | 0.90 | 0.91 |
| agmatine | ME624348 | 0.10 | 0.11 | 1.05 | 1.02 | 0.59 | 9.78 | 0.08 | 0.11 | 0.09 | 0.07 | 0.10 | 0.09 | 0.06 |
| asparagine | ME624357 | 0.92 | 1.03 | 1.03 | 1.01 | 1.08 | 1.05 | 1.03 | 1.07 | 1.04 | 0.95 | 0.96 | 0.87 | 0.93 |
| 1-methyladenosine | ME624330 | 0.93 | 1.04 | 1.02 | 1.00 | 1.05 | 1.09 | 1.05 | 1.04 | 1.01 | 0.91 | 0.95 | 0.93 | 0.95 |
| butyrobetaine | ME624363 | 0.96 | 1.00 | 1.05 | 1.04 | 0.90 | 1.09 | 1.01 | 1.09 | 1.03 | 0.94 | 1.06 | 0.93 | 0.98 |
| 2^-deoxycytidine | ME624335 | 0.93 | 1.14 | 1.06 | 1.06 | 0.76 | 1.04 | 1.12 | 1.01 | 1.15 | 0.86 | 1.12 | 0.89 | 1.03 |
| C12:1 carnitine | ME624377 | 1.15 | 1.17 | 1.07 | 1.06 | 0.90 | 1.13 | 1.14 | 0.88 | 1.04 | 0.89 | 0.91 | 0.83 | 0.92 |
| biliverdin | ME624362 | 0.66 | 1.08 | 0.97 | 1.02 | 1.36 | 1.00 | 0.71 | 1.12 | 1.17 | 0.78 | 1.04 | 0.59 | 1.31 |
| 3-methylhistidine | ME624338 | 0.65 | 1.28 | 1.00 | 1.01 | 1.13 | 0.84 | 1.20 | 0.80 | 1.33 | 0.63 | 1.37 | 0.57 | 1.14 |
| alpha-glycerophosphocholine | ME624353 | 0.95 | 0.95 | 1.02 | 1.02 | 1.05 | 1.02 | 0.96 | 1.04 | 1.00 | 1.06 | 1.03 | 0.87 | 0.99 |
Factors:
| F1 | Group:Control | Timepoint:8 weeks of training or control time | Sex:Female |
| F2 | Group:Control | Timepoint:8 weeks of training or control time | Sex:Male |
| F3 | Group:QC-DriftCorrection | Timepoint:0 hour | Sex:- |
| F4 | Group:QC-Pooled | Timepoint:0 hour | Sex:- |
| F5 | Group:QC-Reference | Timepoint:0 hour | Sex:- |
| F6 | Group:Training | Timepoint:1 week of training or control time | Sex:Female |
| F7 | Group:Training | Timepoint:1 week of training or control time | Sex:Male |
| F8 | Group:Training | Timepoint:2 weeks of training | Sex:Female |
| F9 | Group:Training | Timepoint:2 weeks of training | Sex:Male |
| F10 | Group:Training | Timepoint:4 weeks of training | Sex:Female |
| F11 | Group:Training | Timepoint:4 weeks of training | Sex:Male |
| F12 | Group:Training | Timepoint:8 weeks of training or control time | Sex:Female |
| F13 | Group:Training | Timepoint:8 weeks of training or control time | Sex:Male |