Clustering data with hclust algorithm for (Study ST002629)
Reversed phase NEGATIVE ION MODE (Analysis AN004301)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| arginine | ME623371 | 0.37 | 0.34 | 0.40 | 0.52 | 12.69 | 0.34 | 0.40 | 0.36 | 0.40 | 0.33 | 0.39 | 0.37 | 0.42 | 0.32 |
| citrate+isocitrate | ME623376 | 0.09 | 0.10 | 0.12 | 0.79 | 13.11 | 1.95 | 0.06 | 0.08 | 0.07 | 0.09 | 0.10 | 0.08 | 0.10 | 0.08 |
| ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME623381 | 0.23 | 0.19 | 0.21 | 1.28 | 12.17 | 1.74 | 0.39 | 0.13 | 0.19 | 0.20 | 0.19 | 0.14 | 0.29 | 0.11 |
| pyruvate | ME623345 | 0.30 | 0.29 | 0.32 | 0.39 | 5.68 | 5.07 | 0.28 | 0.36 | 0.26 | 0.31 | 0.30 | 0.29 | 0.30 | 0.23 |
| UDP-N-acetylglucosamine | ME623385 | 1.03 | 1.43 | 0.78 | 0.42 | 6.55 | 0.78 | 0.46 | 0.18 | 0.66 | 0.64 | 0.63 | 0.95 | 0.69 | 0.89 |
| fumarate | ME623350 | 1.00 | 0.79 | 0.40 | 3.44 | 5.02 | 0.85 | 0.44 | 0.37 | 0.53 | 0.49 | 0.41 | 0.33 | 0.42 | 0.29 |
| AMP | ME623384 | 0.34 | 0.58 | 0.58 | 1.64 | 6.34 | 1.84 | 0.64 | 0.19 | 0.23 | 0.79 | 0.23 | 0.60 | 0.64 | 0.41 |
| succinate | ME623352 | 0.41 | 0.33 | 0.31 | 2.93 | 7.17 | 1.23 | 0.29 | 0.29 | 0.26 | 0.29 | 0.36 | 0.26 | 0.36 | 0.19 |
| creatinine | ME623348 | 0.76 | 0.64 | 0.69 | 1.11 | NA | 3.25 | 0.76 | 0.69 | 0.77 | 0.66 | 0.59 | 0.62 | 0.75 | 0.48 |
| xanthine | ME623367 | 0.46 | 0.50 | 2.60 | 1.22 | 1.07 | 0.38 | 0.57 | 0.19 | 0.41 | 0.42 | 0.32 | 0.41 | 0.64 | 0.35 |
| lactate | ME623347 | 0.82 | 0.84 | 0.78 | 2.59 | 3.72 | 1.05 | 0.69 | 0.71 | 0.72 | 0.81 | 0.78 | 0.82 | 0.81 | 0.68 |
| malate | ME623362 | 0.89 | 0.72 | 0.66 | 2.53 | 3.43 | 0.91 | 0.72 | 0.61 | 0.66 | 0.65 | 0.74 | 0.57 | 0.83 | 0.51 |
| oxoglutarate | ME623363 | 0.86 | 0.91 | 0.72 | 1.62 | 2.11 | 1.46 | 0.84 | 0.95 | 0.81 | 1.09 | 0.65 | 0.85 | 0.69 | 0.61 |
| pantothenate | ME623379 | 0.68 | 1.03 | 0.81 | 2.27 | 2.07 | 0.87 | 0.62 | 1.05 | 0.65 | 0.94 | 0.62 | 0.99 | 0.72 | 0.77 |
| aspartate | ME623361 | 1.51 | 1.26 | 1.13 | 0.49 | 0.43 | 0.73 | 0.78 | 0.61 | 0.75 | 0.61 | 1.70 | 1.95 | 1.56 | 1.06 |
| creatine | ME623355 | 0.99 | 0.82 | 1.03 | 1.46 | 0.47 | 0.98 | 1.06 | 0.94 | 1.39 | 0.93 | 1.34 | 0.90 | 1.04 | 0.76 |
| taurine | ME623354 | 1.06 | 1.09 | 1.04 | 1.59 | 0.79 | 1.18 | 1.11 | 0.74 | 1.07 | 0.96 | 1.02 | 0.99 | 0.92 | 0.91 |
| citrulline | ME623372 | 1.38 | 0.94 | 1.16 | 0.90 | 0.73 | 0.70 | 1.47 | 1.01 | 1.48 | 0.94 | 1.35 | 0.93 | 1.28 | 0.81 |
| Ornithine | ME623360 | 1.39 | 0.89 | 1.17 | 0.92 | 0.41 | 0.73 | 1.45 | 1.00 | 1.44 | 0.91 | 1.35 | 0.92 | 1.26 | 0.80 |
| isoleucine | ME623356 | 1.11 | 0.97 | 1.15 | 1.01 | 0.91 | 0.79 | 1.13 | 0.73 | 1.29 | 0.79 | 1.30 | 0.87 | 1.25 | 1.20 |
| leucine | ME623358 | 1.26 | 0.94 | 1.15 | 0.87 | 0.81 | 0.77 | 1.26 | 0.98 | 1.30 | 0.99 | 1.26 | 0.97 | 1.12 | 0.88 |
| leucine+isoleucine | ME623357 | 1.23 | 1.01 | 1.12 | 0.91 | 0.83 | 1.14 | 1.27 | 1.02 | 1.27 | 0.99 | 1.20 | 1.02 | 1.22 | 0.95 |
| valine | ME623351 | 1.15 | 1.00 | 1.09 | 0.90 | 0.83 | 0.99 | 1.18 | 1.00 | 1.20 | 0.98 | 1.13 | 0.98 | 1.14 | 0.94 |
| deoxyuridine | ME623380 | 1.32 | 1.13 | 1.25 | 1.21 | 0.63 | 0.81 | 1.09 | 1.23 | 0.98 | 1.11 | 1.17 | 1.01 | 1.03 | 0.68 |
| proline | ME623349 | 1.05 | 1.08 | 1.03 | 1.23 | 0.43 | 1.28 | 1.18 | 1.08 | 1.02 | 1.08 | 1.14 | 1.05 | 1.27 | 0.86 |
| alanine | ME623346 | 0.91 | 1.08 | 1.13 | 1.29 | 0.38 | 0.78 | 1.18 | 1.14 | 1.33 | 1.11 | 1.32 | 1.15 | 1.11 | 1.03 |
| glutamine | ME623364 | 1.23 | 1.26 | 1.25 | 1.03 | 0.33 | 0.79 | 1.19 | 1.27 | 1.09 | 1.25 | 1.17 | 1.16 | 1.05 | 0.98 |
| glucose | ME623374 | 1.01 | 1.21 | 1.19 | 1.11 | 0.27 | 1.06 | 1.15 | 1.04 | 1.11 | 1.23 | 1.17 | 1.11 | 1.11 | 0.96 |
| hexose | ME623373 | 1.05 | 1.13 | 1.31 | 1.10 | 0.33 | 0.95 | 1.16 | 1.20 | 1.12 | 1.19 | 1.25 | 1.07 | 1.12 | 0.93 |
| gluconate | ME623377 | 0.73 | 0.91 | 0.83 | 1.51 | 1.09 | 1.26 | 0.69 | 1.10 | 0.67 | 1.25 | 0.78 | 0.93 | 0.74 | 0.90 |
| glycerol 3-phosphate | ME623370 | 0.86 | 1.04 | 0.97 | 1.41 | 0.73 | 0.76 | 0.92 | 1.09 | 0.79 | 0.94 | 0.89 | 1.00 | 0.93 | 1.20 |
| asparagine | ME623359 | 0.91 | 1.02 | 0.77 | 1.33 | 1.58 | 1.15 | 1.10 | 0.99 | 1.00 | 1.02 | 0.96 | 1.06 | 1.00 | 1.02 |
| methionine | ME623366 | 0.88 | 0.93 | 0.93 | 1.00 | 1.23 | 1.25 | 0.98 | 0.94 | 0.99 | 0.98 | 0.95 | 1.03 | 0.95 | 1.11 |
| glutamate | ME623365 | 0.88 | 1.27 | 1.03 | 1.28 | 1.33 | 0.85 | 0.99 | 1.15 | 0.89 | 1.19 | 0.94 | 0.96 | 0.91 | 0.74 |
| tyrosine | ME623375 | 1.11 | 1.08 | 1.05 | 1.14 | 1.27 | 0.99 | 1.11 | 0.97 | 1.11 | 1.01 | 1.17 | 1.04 | 1.24 | 1.14 |
| histidine | ME623368 | 1.06 | 1.11 | 1.15 | 1.22 | 1.16 | 0.77 | 1.06 | 1.13 | 0.93 | 1.06 | 1.11 | 0.98 | 1.11 | 0.80 |
| phenylalanine | ME623369 | 0.95 | 1.10 | 1.05 | 1.05 | 1.09 | 1.00 | 1.02 | 1.14 | 1.02 | 1.07 | 1.04 | 1.07 | 0.98 | 1.00 |
| threonine | ME623353 | 0.96 | 1.00 | 1.00 | 1.05 | 1.05 | 0.84 | 1.02 | 1.03 | 1.06 | 1.06 | 0.98 | 0.99 | 1.00 | 1.00 |
| oxidized glutathione | ME623386 | 0.66 | 0.45 | 0.63 | 0.59 | 0.43 | 0.51 | 2.35 | 0.34 | 0.31 | 0.26 | 1.53 | 5.75 | 0.45 | 0.35 |
| tryptophan | ME623378 | 0.35 | 0.55 | 0.51 | 0.49 | 0.36 | 0.55 | 4.73 | 0.55 | 0.70 | 0.51 | 3.33 | 2.56 | 0.57 | 0.48 |
| fructose 6-phosphate | ME623382 | 0.47 | 0.45 | 0.47 | 0.49 | 0.48 | 0.31 | 4.60 | 0.49 | 0.67 | 0.41 | 2.66 | 2.60 | 0.48 | 0.34 |
| hexose phosphate | ME623383 | 0.46 | 0.45 | 0.46 | 0.50 | 0.48 | 0.30 | 4.57 | 0.48 | 0.66 | 0.41 | 2.66 | 2.63 | 0.47 | 0.34 |
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-ReCAS | Timepoint:0 hour | Sex:- |
| F6 | Group:QC-Reference | Timepoint:0 hour | Sex:- |
| F7 | Group:Training | Timepoint:1 week of training or control time | Sex:Female |
| F8 | Group:Training | Timepoint:1 week of training or control time | Sex:Male |
| F9 | Group:Training | Timepoint:2 weeks of training | Sex:Female |
| F10 | Group:Training | Timepoint:2 weeks of training | Sex:Male |
| F11 | Group:Training | Timepoint:4 weeks of training | Sex:Female |
| F12 | Group:Training | Timepoint:4 weeks of training | Sex:Male |
| F13 | Group:Training | Timepoint:8 weeks of training or control time | Sex:Female |
| F14 | Group:Training | Timepoint:8 weeks of training or control time | Sex:Male |