Clustering data with hclust algorithm for (Study ST002669)
(Analysis AN004341)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IMP | ME631344 | 0.09 | 0.23 | 0.33 | 3.50 | 6.32 | 1.12 | 0.16 | 0.10 | 0.12 | 0.09 | 0.09 | 0.12 | 0.10 | 0.17 |
| glycerol 3-phosphate | ME631323 | 0.45 | 0.63 | 0.56 | 0.57 | 6.27 | 0.82 | 0.77 | 0.91 | 2.16 | 0.43 | 0.56 | 0.42 | 0.88 | 0.61 |
| creatine | ME631336 | 0.47 | 0.57 | 0.86 | 0.99 | 6.93 | 0.91 | 0.54 | 0.62 | 0.56 | 0.56 | 0.58 | 0.58 | 0.60 | 0.57 |
| erythrose 4-phosphate | ME631321 | 0.43 | 0.64 | 0.48 | 0.95 | 7.35 | 0.85 | 0.49 | 0.68 | 1.51 | 0.36 | 0.37 | 0.42 | 0.82 | 0.50 |
| dihydroxyacetone phosphate | ME631320 | 0.43 | 0.47 | 0.58 | 0.87 | 10.22 | 0.49 | 0.36 | 0.46 | 0.91 | 0.28 | 0.26 | 0.31 | 0.65 | 0.35 |
| fructose 1,6-biphosphate | ME631317 | 0.56 | 0.66 | 0.65 | 1.31 | 8.16 | 0.86 | 0.49 | 0.43 | 0.40 | 0.48 | 0.49 | 0.73 | 0.49 | 0.69 |
| fructose 6-phosphate | ME631347 | 0.55 | 0.48 | 0.87 | 1.09 | 8.84 | 0.58 | 0.35 | 0.37 | 0.34 | 0.40 | 0.39 | 0.44 | 0.66 | 0.48 |
| phosphocreatine | ME631331 | 0.46 | 0.34 | 0.92 | 1.21 | 9.15 | 0.38 | 0.43 | 0.41 | 0.47 | 0.43 | 0.40 | 0.39 | 0.47 | 0.35 |
| Inosine | ME631338 | 0.12 | 0.23 | 0.16 | 5.82 | 0.52 | 0.54 | 0.19 | 0.16 | 0.48 | 0.19 | 0.14 | 0.12 | 0.24 | 0.13 |
| hypoxanthine | ME631343 | 0.16 | 0.24 | 0.23 | 5.50 | 0.27 | 1.12 | 0.24 | 0.15 | 0.20 | 0.21 | 0.15 | 0.16 | 0.24 | 0.13 |
| xanthine | ME631360 | 0.15 | 0.26 | 0.22 | 5.60 | 0.24 | 1.02 | 0.20 | 0.17 | 0.18 | 0.22 | 0.15 | 0.15 | 0.24 | 0.14 |
| adenosine | ME631316 | 0.86 | 0.82 | 0.69 | 2.42 | 1.73 | 0.85 | 0.45 | 0.59 | 0.52 | 0.62 | 0.87 | 1.07 | 0.69 | 0.62 |
| CMP | ME631355 | 0.47 | 0.71 | 0.54 | 4.04 | 0.04 | 0.91 | 0.42 | 0.48 | 0.50 | 0.40 | 0.47 | 0.64 | 0.42 | 0.53 |
| homocysteate | ME631356 | 0.61 | 0.62 | 0.62 | 3.71 | 0.07 | 0.50 | 0.65 | 0.66 | 0.75 | 0.58 | 0.60 | 0.60 | 0.71 | 0.52 |
| GMP | ME631342 | 0.91 | 1.14 | 0.60 | 2.53 | 0.04 | 1.04 | 0.78 | 0.62 | 0.86 | 0.43 | 0.61 | 1.09 | 0.68 | 0.92 |
| 6-phosphogluconate | ME631315 | 0.84 | 0.68 | 0.49 | 3.05 | 0.50 | 0.77 | 0.43 | 0.62 | 0.44 | 0.71 | 0.91 | 1.07 | 0.70 | 0.77 |
| UMP | ME631341 | 0.64 | 0.89 | 0.67 | 3.21 | 0.02 | 0.95 | 0.57 | 0.59 | 0.65 | 0.54 | 0.68 | 0.80 | 0.58 | 0.67 |
| lactate | ME631334 | 1.17 | 0.97 | 1.05 | 0.95 | 2.39 | 1.30 | 1.48 | 0.69 | 1.22 | 0.79 | 1.19 | 0.64 | 1.16 | 0.87 |
| pyruvate | ME631349 | 0.95 | 0.76 | 1.36 | 0.75 | 1.79 | 1.09 | 1.11 | 0.87 | 1.07 | 1.00 | 0.94 | 0.67 | 1.09 | 0.66 |
| citrulline | ME631297 | 0.94 | 1.00 | 0.94 | 1.02 | 1.71 | 1.04 | 1.18 | 0.96 | 1.30 | 0.92 | 1.09 | 0.90 | 1.06 | 0.86 |
| NAD+ | ME631308 | 1.05 | 1.01 | 1.05 | 0.53 | 1.81 | 1.01 | 1.04 | 1.07 | 1.06 | 1.01 | 0.99 | 0.94 | 1.12 | 0.98 |
| arginine | ME631337 | 0.87 | 0.92 | 0.94 | 1.06 | 1.49 | 1.11 | 0.91 | 0.88 | 0.95 | 0.85 | 1.00 | 0.91 | 1.08 | 1.03 |
| glutamine | ME631350 | 1.04 | 1.12 | 0.99 | 0.99 | 1.60 | 0.86 | 0.92 | 0.95 | 0.88 | 1.00 | 0.91 | 0.98 | 0.99 | 0.98 |
| threonine | ME631332 | 0.98 | 1.02 | 1.05 | 1.03 | 1.68 | 1.11 | 0.99 | 0.94 | 1.04 | 0.98 | 0.90 | 0.95 | 0.97 | 1.08 |
| methionine | ME631345 | 1.05 | 1.11 | 1.03 | 1.29 | 1.27 | 1.10 | 1.02 | 0.96 | 1.05 | 1.01 | 1.05 | 1.08 | 1.08 | 1.14 |
| histidine | ME631367 | 1.04 | 1.02 | 1.13 | 0.99 | 1.28 | 0.82 | 1.00 | 0.90 | 0.86 | 0.87 | 1.04 | 0.92 | 1.23 | 0.98 |
| tyrosine | ME631358 | 0.99 | 1.03 | 0.99 | 1.12 | 1.22 | 0.88 | 1.01 | 0.85 | 0.95 | 0.88 | 1.01 | 0.91 | 1.11 | 1.04 |
| oxoglutarate | ME631299 | 1.02 | 0.82 | 1.12 | 1.09 | 1.23 | 1.06 | 0.98 | 0.94 | 1.47 | 0.79 | 0.86 | 0.73 | 1.18 | 0.66 |
| fumarate | ME631363 | 1.11 | 0.85 | 1.29 | 1.03 | 1.01 | 1.02 | 1.07 | 0.74 | 1.12 | 0.80 | 1.03 | 0.68 | 1.16 | 0.81 |
| malate | ME631368 | 1.17 | 0.94 | 1.17 | 1.21 | 1.41 | 1.00 | 1.17 | 0.83 | 1.21 | 0.88 | 1.17 | 0.79 | 1.23 | 0.90 |
| acetylphosphate | ME631351 | 0.86 | 1.16 | 0.90 | 1.57 | 1.61 | 1.07 | 0.80 | 0.68 | 0.76 | 0.71 | 0.88 | 0.90 | 0.67 | 0.90 |
| glyceraldehyde-3-phosphate | ME631329 | 0.94 | 0.87 | 0.84 | 1.05 | 1.75 | 0.78 | 0.85 | 0.80 | 0.87 | 0.77 | 0.80 | 0.80 | 0.88 | 0.85 |
| pantothenate | ME631369 | 0.81 | 1.12 | 1.11 | 0.96 | 2.07 | 0.93 | 0.71 | 0.98 | 0.73 | 0.99 | 0.80 | 0.96 | 1.01 | 1.03 |
| sedoheptulose-7-phosphate | ME631353 | 0.92 | 0.99 | 0.90 | 1.70 | 0.12 | 1.56 | 0.63 | 0.82 | 0.50 | 0.78 | 0.67 | 0.97 | 1.16 | 0.99 |
| phosphoserine | ME631370 | 1.06 | 0.83 | 1.01 | 1.64 | 0.25 | 1.40 | 1.02 | 0.67 | 1.34 | 0.70 | 0.76 | 0.66 | 0.86 | 0.63 |
| AMP | ME631296 | 1.02 | 1.35 | 1.00 | 1.57 | 0.08 | 1.37 | 1.02 | 0.91 | 1.16 | 0.90 | 0.97 | 1.26 | 0.87 | 1.03 |
| NADPH | ME631301 | 0.90 | 1.02 | 1.01 | 1.74 | 0.25 | 1.35 | 0.95 | 0.87 | 0.92 | 1.06 | 1.58 | 1.24 | 0.64 | 0.97 |
| phosphoenolpyruvate | ME631357 | 0.83 | 1.36 | 0.80 | 1.27 | 0.93 | 0.82 | 0.86 | 1.35 | 0.97 | 0.95 | 0.81 | 0.75 | 1.22 | 0.98 |
| hexose | ME631365 | 0.90 | 1.24 | 1.59 | 0.86 | 0.11 | 0.87 | 1.01 | 0.89 | 0.93 | 1.07 | 1.16 | 1.18 | 1.43 | 1.14 |
| glucose | ME631364 | 1.07 | 1.15 | 1.22 | 0.95 | 0.06 | 1.17 | 1.22 | 1.17 | 1.22 | 1.13 | 1.26 | 1.16 | 1.44 | 1.13 |
| UDP | ME631359 | 1.16 | 1.50 | 1.22 | 0.47 | 0.12 | 1.08 | 1.07 | 1.11 | 1.10 | 0.91 | 0.99 | 1.09 | 1.18 | 1.24 |
| UDP-glucose | ME631312 | 1.12 | 1.17 | 1.11 | 0.60 | 0.14 | 1.08 | 1.16 | 1.16 | 1.15 | 1.12 | 1.09 | 1.08 | 1.13 | 1.06 |
| UDP-glucuronate | ME631313 | 1.15 | 1.28 | 1.13 | 0.56 | 0.12 | 1.17 | 1.10 | 1.23 | 1.12 | 1.13 | 0.98 | 0.97 | 1.16 | 1.03 |
| UTP | ME631303 | 1.15 | 1.14 | 1.16 | 0.54 | 1.12 | 0.68 | 1.13 | 1.19 | 1.03 | 1.18 | 1.10 | 0.90 | 1.33 | 1.01 |
| GTP | ME631302 | 1.10 | 1.19 | 1.17 | 0.52 | 0.70 | 0.86 | 1.06 | 1.27 | 1.11 | 1.22 | 1.13 | 0.84 | 1.31 | 0.98 |
| NADP+ | ME631310 | 1.25 | 1.19 | 1.08 | 0.44 | 0.69 | 0.90 | 1.20 | 1.29 | 1.17 | 1.09 | 1.05 | 0.97 | 1.20 | 1.08 |
| deoxyuridine | ME631326 | 1.50 | 1.01 | 0.93 | 1.00 | 0.77 | 1.03 | 1.19 | 1.05 | 0.96 | 0.94 | 0.96 | 0.91 | 0.84 | 0.93 |
| ADP | ME631305 | 1.08 | 1.26 | 1.17 | 0.80 | 0.87 | 1.23 | 1.18 | 1.14 | 1.23 | 1.10 | 0.98 | 1.01 | 1.14 | 1.14 |
| FAD | ME631307 | 1.04 | 1.15 | 1.02 | 0.79 | 0.75 | 1.21 | 1.13 | 1.08 | 1.05 | 0.96 | 0.86 | 0.99 | 1.03 | 1.02 |
| N-acetyl-D-glucosamine-1-phosphate | ME631352 | 1.11 | 1.37 | 1.12 | 1.34 | 0.74 | 1.07 | 1.02 | 1.16 | 0.94 | 1.09 | 0.99 | 1.10 | 1.06 | 1.08 |
| aspartate | ME631362 | 1.17 | 1.16 | 1.12 | 1.13 | 0.22 | 0.91 | 0.96 | 1.00 | 0.96 | 0.93 | 1.02 | 1.00 | 1.19 | 0.90 |
| UDP-N-acetylglucosamine | ME631314 | 1.04 | 1.10 | 1.01 | 1.14 | 0.14 | 1.01 | 1.01 | 1.09 | 1.02 | 1.04 | 0.98 | 1.02 | 1.05 | 1.01 |
| taurine | ME631372 | 1.06 | 1.15 | 1.19 | 0.88 | 0.47 | 1.05 | 1.08 | 1.10 | 1.08 | 1.06 | 1.20 | 1.05 | 1.23 | 1.05 |
| oxidized glutathione | ME631311 | 1.08 | 1.09 | 1.03 | 0.98 | 0.37 | 1.10 | 1.08 | 1.08 | 1.11 | 1.05 | 1.06 | 1.05 | 1.10 | 1.04 |
| proline | ME631371 | 1.10 | 1.14 | 1.03 | 0.87 | 0.32 | 1.02 | 1.05 | 1.09 | 1.00 | 1.02 | 1.09 | 1.03 | 1.17 | 1.07 |
| asparagine | ME631335 | 1.03 | 1.05 | 1.02 | 1.16 | 0.49 | 1.11 | 1.01 | 1.13 | 1.01 | 1.08 | 1.09 | 1.02 | 1.18 | 1.02 |
| glutamate | ME631327 | 1.09 | 1.08 | 1.02 | 1.04 | 0.50 | 0.91 | 1.07 | 0.99 | 1.04 | 1.04 | 1.03 | 1.03 | 1.17 | 0.88 |
| leucine | ME631339 | 1.16 | 1.02 | 1.04 | 1.27 | 0.56 | 0.95 | 1.18 | 0.92 | 1.13 | 0.90 | 1.10 | 0.92 | 1.21 | 1.01 |
| isoleucine | ME631333 | 1.19 | 1.08 | 1.11 | 1.16 | 0.60 | 0.96 | 1.25 | 0.98 | 1.26 | 0.96 | 1.18 | 0.98 | 1.31 | 1.05 |
| leucine+isoleucine | ME631340 | 1.22 | 1.09 | 1.11 | 1.23 | 0.57 | 0.98 | 1.25 | 0.98 | 1.22 | 0.97 | 1.18 | 0.99 | 1.30 | 1.07 |
| tryptophan | ME631354 | 1.03 | 1.00 | 0.98 | 1.03 | 0.92 | 1.12 | 1.08 | 0.88 | 1.08 | 0.85 | 1.02 | 0.90 | 1.08 | 0.93 |
| citrate+isocitrate | ME631304 | 1.12 | 1.09 | 0.99 | 1.06 | 0.73 | 1.03 | 1.09 | 0.95 | 1.10 | 0.91 | 0.94 | 0.93 | 1.08 | 0.85 |
| phenylalanine | ME631348 | 1.05 | 1.03 | 1.01 | 1.09 | 0.85 | 0.90 | 1.06 | 0.93 | 1.03 | 0.92 | 1.03 | 0.91 | 1.08 | 1.02 |
| valine | ME631373 | 1.09 | 0.99 | 1.01 | 1.03 | 0.68 | 0.98 | 1.06 | 0.89 | 1.07 | 0.91 | 1.05 | 0.92 | 1.19 | 1.01 |
| GDP | ME631318 | 1.34 | 1.51 | 1.26 | 0.69 | 0.15 | 1.46 | 1.09 | 1.01 | 1.02 | 1.10 | 1.10 | 1.70 | 0.78 | 1.31 |
| succinate | ME631328 | 1.68 | 1.35 | 1.07 | 0.59 | 0.04 | 1.25 | 1.59 | 1.05 | 1.17 | 0.98 | 1.40 | 1.07 | 1.44 | 1.15 |
| 2-phosphoglycerate+3-phosphoglycerate | ME631319 | 0.64 | 1.02 | 0.69 | 1.05 | 1.76 | 0.88 | 0.87 | 1.43 | 2.30 | 0.67 | 0.65 | 0.59 | 1.03 | 0.84 |
| gluconate | ME631322 | 0.66 | 1.13 | 0.66 | 0.93 | 0.36 | 0.87 | 1.03 | 1.67 | 2.87 | 0.77 | 0.62 | 0.72 | 1.08 | 0.93 |
| ribose 5-phosphate | ME631324 | 0.55 | 0.84 | 1.00 | 1.58 | 0.29 | 1.27 | 0.85 | 1.36 | 2.59 | 0.61 | 0.48 | 0.47 | 1.21 | 0.63 |
| ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME631325 | 0.60 | 0.96 | 0.80 | 1.92 | 0.56 | 1.35 | 0.96 | 1.26 | 2.40 | 0.65 | 0.56 | 0.54 | 1.27 | 0.71 |
| glutathione | ME631300 | 0.71 | 0.30 | 1.45 | 0.45 | 2.76 | 2.75 | 2.20 | 0.82 | 0.83 | 0.25 | 0.27 | 0.03 | 0.14 | 0.63 |
| CoA(2:0) | ME631298 | 0.67 | 0.54 | 1.28 | 1.34 | 3.49 | 0.43 | 0.68 | 0.47 | 0.44 | 1.50 | 0.35 | 0.93 | 1.89 | 0.68 |
| NADH | ME631309 | 0.72 | 0.73 | 0.99 | 0.57 | 5.47 | 0.71 | 0.87 | 1.04 | 0.76 | 0.96 | 0.71 | 0.58 | 0.83 | 0.63 |
| ATP | ME631306 | 1.12 | 1.09 | 1.16 | 0.48 | 3.81 | 0.78 | 1.10 | 1.27 | 1.05 | 1.13 | 1.00 | 0.88 | 1.16 | 0.97 |
| Ornithine | ME631330 | 0.92 | 0.82 | 0.91 | 0.91 | 3.73 | 0.86 | 0.96 | 0.69 | 0.90 | 0.71 | 0.90 | 0.79 | 0.93 | 0.81 |
| creatinine | ME631346 | 0.62 | 0.65 | 0.85 | 1.21 | 4.79 | 0.93 | 0.68 | 0.67 | 0.70 | 0.73 | 0.65 | 0.69 | 0.82 | 0.67 |
| alanine | ME631361 | 0.70 | 0.74 | 1.09 | 1.08 | 4.20 | 0.91 | 0.76 | 0.66 | 0.73 | 0.66 | 0.80 | 0.70 | 0.81 | 0.70 |
| hexose phosphate | ME631366 | 0.98 | 0.96 | 1.30 | 0.96 | 4.40 | 0.84 | 0.59 | 0.65 | 0.64 | 0.59 | 0.71 | 0.78 | 1.15 | 0.83 |
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 |