Clustering data with hclust algorithm for (Study ST002643)
(Analysis AN004315)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6-phosphogluconate | ME626217 | 0.60 | 0.46 | 0.65 | 2.58 | 1.88 | 1.78 | 0.52 | 0.56 | 0.51 | 0.48 | 0.51 | 0.57 | 0.57 | 0.35 |
| CoA(2:0) | ME626242 | 0.30 | 0.42 | 0.36 | 3.49 | 1.00 | 0.96 | 0.69 | 0.67 | 0.66 | 0.88 | 0.43 | 0.39 | 0.64 | 0.53 |
| glyceraldehyde-3-phosphate | ME626196 | 0.88 | 0.73 | 0.50 | 3.39 | 0.46 | 0.49 | 0.67 | 0.69 | 0.66 | 0.69 | 0.75 | 0.67 | 0.78 | 0.94 |
| phosphoenolpyruvate | ME626195 | 0.56 | 0.74 | 0.68 | 2.18 | 1.70 | 0.77 | 1.00 | 1.11 | 0.98 | 1.09 | 0.67 | 1.02 | 0.70 | 0.61 |
| ADP | ME626228 | 0.83 | 0.73 | 1.13 | 1.96 | 1.19 | 1.20 | 0.67 | 0.74 | 1.12 | 0.72 | 1.00 | 1.04 | 0.90 | 0.85 |
| GDP | ME626229 | 0.65 | 0.74 | 1.30 | 1.73 | 1.25 | 0.88 | 0.62 | 0.66 | 1.18 | 0.67 | 0.92 | 0.94 | 0.80 | 0.72 |
| CMP | ME626221 | 0.69 | 0.69 | 0.76 | 2.77 | 1.27 | 1.09 | 0.61 | 0.66 | 0.82 | 0.70 | 0.85 | 1.02 | 0.72 | 0.73 |
| FAD | ME626241 | 0.56 | 0.67 | 0.65 | 2.71 | 0.64 | 0.67 | 0.63 | 0.78 | 0.76 | 0.84 | 0.80 | 1.01 | 0.69 | 0.88 |
| NAD+ | ME626237 | 0.78 | 0.83 | 0.84 | 2.24 | 0.94 | 0.86 | 0.86 | 0.83 | 1.06 | 0.93 | 1.02 | 1.11 | 0.83 | 0.93 |
| UDP-N-acetylglucosamine | ME626235 | 0.78 | 0.81 | 0.80 | 2.43 | 0.63 | 0.67 | 0.79 | 0.79 | 1.00 | 0.86 | 1.03 | 1.04 | 0.80 | 0.88 |
| fructose 1,6-biphosphate | ME626223 | 0.90 | 2.02 | 0.85 | 1.34 | 2.35 | 0.85 | 0.83 | 0.90 | 0.94 | 0.95 | 1.43 | 0.52 | 0.83 | 0.73 |
| glutathione | ME626220 | 1.80 | 1.51 | 0.71 | 0.37 | 0.28 | 0.74 | 0.75 | 0.72 | 1.24 | 0.41 | 1.61 | 1.15 | 1.93 | 1.72 |
| NADPH | ME626240 | 1.77 | 1.28 | 0.81 | 0.42 | 0.43 | 1.26 | 1.10 | 1.17 | 0.69 | 0.84 | 1.14 | 0.80 | 1.65 | 1.18 |
| UDP | ME626227 | 0.71 | 0.87 | 1.68 | 1.03 | 1.64 | 0.77 | 0.62 | 0.73 | 1.12 | 0.73 | 1.14 | 1.03 | 0.86 | 0.89 |
| 2-phosphoglycerate+3-phosphoglycerate | ME626203 | 0.92 | 1.21 | 1.00 | 0.62 | 1.50 | 0.92 | 1.07 | 1.38 | 0.92 | 1.21 | 0.70 | 1.03 | 1.12 | 0.99 |
| NADH | ME626238 | 1.30 | 1.16 | 0.87 | 0.64 | 1.06 | 1.11 | 1.37 | 0.83 | 1.19 | 0.73 | 1.06 | 0.64 | 1.41 | 1.10 |
| citrulline | ME626199 | 1.35 | 0.91 | 1.03 | 1.06 | 0.84 | 0.76 | 1.30 | 0.95 | 1.26 | 0.93 | 1.29 | 0.94 | 1.32 | 0.88 |
| Ornithine | ME626183 | 1.18 | 0.75 | 0.91 | 1.43 | 0.82 | 0.71 | 1.07 | 0.86 | 1.13 | 0.87 | 1.16 | 0.84 | 1.22 | 0.73 |
| acetylphosphate | ME626187 | 0.83 | 0.88 | 0.89 | 1.30 | 1.01 | 0.94 | 1.17 | 0.94 | 1.29 | 0.72 | 0.91 | 0.86 | 1.01 | 1.00 |
| creatinine | ME626171 | 0.96 | 0.99 | 0.68 | 1.00 | 0.93 | 1.08 | 1.27 | 1.01 | 1.20 | 1.03 | 1.08 | 0.96 | 1.04 | 0.91 |
| UDP-glucose | ME626233 | 0.88 | 1.05 | 1.08 | 0.79 | 0.69 | 0.83 | 1.00 | 1.11 | 1.07 | 1.26 | 1.10 | 1.32 | 1.15 | 1.71 |
| ribose 5-phosphate | ME626212 | 1.03 | 1.02 | 1.56 | 1.09 | 0.80 | 0.80 | 0.82 | 0.90 | 0.83 | 0.85 | 1.02 | 1.08 | 1.05 | 1.16 |
| UMP | ME626222 | 0.80 | 1.20 | 1.20 | 1.17 | 0.83 | 1.02 | 0.70 | 0.81 | 0.80 | 0.92 | 1.03 | 0.96 | 0.84 | 1.34 |
| pantothenate | ME626209 | 0.78 | 1.06 | 1.01 | 1.03 | 1.03 | 0.97 | 0.75 | 1.16 | 0.80 | 1.11 | 0.85 | 1.20 | 1.01 | 1.23 |
| sedoheptulose-7-phosphate | ME626218 | 0.95 | 0.96 | 0.99 | 1.02 | 1.16 | 1.02 | 0.81 | 0.98 | 0.80 | 1.22 | 0.96 | 1.14 | 1.13 | 0.85 |
| glutamate | ME626190 | 1.20 | 1.17 | 1.11 | 0.83 | 0.67 | 0.97 | 0.97 | 0.99 | 1.08 | 1.04 | 1.19 | 1.20 | 1.22 | 1.25 |
| valine | ME626174 | 1.11 | 1.07 | 1.08 | 0.91 | 0.76 | 1.20 | 1.08 | 0.95 | 1.07 | 0.97 | 1.05 | 1.04 | 1.22 | 1.21 |
| leucine | ME626181 | 1.16 | 1.08 | 1.11 | 0.89 | 0.66 | 1.09 | 1.13 | 0.95 | 1.07 | 0.93 | 1.10 | 1.08 | 1.25 | 1.24 |
| isoleucine | ME626179 | 1.13 | 1.06 | 1.08 | 0.90 | 0.65 | 1.12 | 1.14 | 0.96 | 1.12 | 0.95 | 1.12 | 1.06 | 1.24 | 1.18 |
| leucine+isoleucine | ME626180 | 1.15 | 1.07 | 1.10 | 0.89 | 0.65 | 1.13 | 1.13 | 0.95 | 1.09 | 0.94 | 1.11 | 1.07 | 1.24 | 1.21 |
| phenylalanine | ME626194 | 0.95 | 1.08 | 1.01 | 0.84 | 0.93 | 1.16 | 1.00 | 0.97 | 0.92 | 0.96 | 0.98 | 1.04 | 1.02 | 1.22 |
| methionine | ME626191 | 0.93 | 0.98 | 1.00 | 0.83 | 1.09 | 1.24 | 0.91 | 0.90 | 0.95 | 0.94 | 0.98 | 1.03 | 1.05 | 1.24 |
| tyrosine | ME626202 | 0.98 | 1.04 | 0.98 | 0.93 | 1.14 | 1.14 | 0.93 | 0.88 | 0.92 | 0.92 | 0.98 | 0.96 | 1.06 | 1.18 |
| proline | ME626172 | 1.12 | 1.11 | 1.01 | 1.00 | 0.91 | 1.10 | 1.01 | 1.00 | 0.99 | 1.02 | 1.11 | 1.07 | 1.10 | 1.15 |
| UDP-glucuronate | ME626234 | 1.14 | 1.21 | 1.09 | 0.90 | 0.83 | 0.99 | 1.04 | 1.04 | 0.99 | 1.12 | 1.05 | 1.10 | 1.17 | 1.16 |
| taurine | ME626177 | 1.12 | 1.14 | 1.03 | 0.99 | 1.12 | 1.26 | 1.04 | 1.12 | 0.99 | 1.08 | 1.06 | 1.10 | 1.09 | 1.13 |
| ATP | ME626231 | 1.10 | 1.12 | 1.08 | 0.94 | 1.06 | 1.14 | 1.15 | 1.13 | 1.09 | 1.13 | 1.08 | 1.10 | 1.13 | 1.11 |
| phosphocreatine | ME626208 | 1.12 | 1.15 | 1.07 | 1.03 | 0.97 | 1.02 | 1.13 | 1.11 | 1.09 | 1.12 | 1.10 | 1.13 | 1.12 | 1.14 |
| threonine | ME626176 | 1.05 | 1.02 | 1.07 | 1.12 | 1.18 | 1.08 | 1.00 | 1.00 | 1.00 | 1.04 | 0.99 | 1.03 | 1.09 | 1.08 |
| citrate+isocitrate | ME626204 | 1.10 | 1.12 | 1.11 | 0.96 | 1.09 | 1.06 | 0.97 | 1.05 | 0.98 | 1.15 | 0.99 | 1.16 | 1.15 | 1.29 |
| glucose | ME626201 | 1.04 | 1.07 | 0.99 | 1.10 | 1.09 | 1.22 | 0.91 | 1.02 | 0.92 | 1.13 | 1.06 | 1.12 | 1.11 | 1.25 |
| asparagine | ME626182 | 1.24 | 1.06 | 1.07 | 0.93 | 1.02 | 0.95 | 1.05 | 1.09 | 1.12 | 1.14 | 1.15 | 1.00 | 1.40 | 1.22 |
| glutamine | ME626189 | 1.20 | 1.13 | 1.05 | 1.11 | 0.95 | 0.84 | 1.15 | 1.16 | 1.09 | 1.18 | 1.11 | 1.11 | 1.18 | 1.07 |
| histidine | ME626193 | 1.15 | 1.06 | 0.92 | 1.08 | 1.05 | 0.98 | 1.17 | 1.06 | 1.05 | 1.02 | 1.10 | 0.99 | 1.20 | 0.93 |
| aspartate | ME626184 | 0.99 | 1.25 | 1.09 | 0.77 | 0.53 | 0.78 | 1.08 | 1.18 | 0.91 | 1.12 | 1.06 | 1.22 | 1.03 | 1.25 |
| GTP | ME626232 | 1.05 | 1.07 | 1.02 | 0.66 | 0.93 | 1.01 | 1.15 | 1.12 | 1.08 | 1.10 | 1.02 | 1.04 | 1.08 | 1.05 |
| NADP+ | ME626239 | 0.92 | 1.15 | 0.97 | 0.51 | 0.87 | 0.95 | 1.09 | 1.22 | 1.10 | 1.21 | 1.05 | 1.23 | 1.09 | 1.25 |
| AMP | ME626224 | 0.85 | 0.94 | 1.00 | 1.56 | 1.54 | 1.11 | 0.85 | 0.99 | 1.02 | 0.94 | 0.93 | 1.11 | 1.02 | 0.85 |
| deoxyuridine | ME626210 | 1.03 | 0.96 | 0.99 | 1.11 | 1.74 | 0.76 | 0.97 | 1.07 | 0.95 | 1.05 | 1.05 | 1.08 | 0.92 | 0.86 |
| oxoglutarate | ME626188 | 1.36 | 0.76 | 0.94 | 0.83 | 1.44 | 1.30 | 1.24 | 0.91 | 0.90 | 0.83 | 0.85 | 0.88 | 1.29 | 0.62 |
| UTP | ME626230 | 1.23 | 0.90 | 1.03 | 0.66 | 1.57 | 1.17 | 1.15 | 0.91 | 0.99 | 0.87 | 0.98 | 0.83 | 1.33 | 0.77 |
| hexose | ME626200 | 0.88 | 1.10 | 0.96 | 1.04 | 1.08 | 1.72 | 0.91 | 1.16 | 0.84 | 1.17 | 0.96 | 1.18 | 0.95 | 0.92 |
| N-acetyl-D-glucosamine-1-phosphate | ME626219 | 1.00 | 1.17 | 0.96 | 1.05 | 1.06 | 1.63 | 0.95 | 0.98 | 0.95 | 1.03 | 1.01 | 1.00 | 0.99 | 1.13 |
| tryptophan | ME626207 | 1.02 | 0.95 | 0.97 | 1.18 | 1.33 | 1.24 | 1.02 | 0.87 | 1.02 | 0.88 | 0.96 | 0.96 | 1.08 | 1.01 |
| oxidized glutathione | ME626236 | 1.00 | 0.83 | 0.85 | 1.16 | 1.43 | 1.52 | 0.94 | 1.00 | 0.90 | 0.88 | 0.94 | 0.91 | 0.98 | 0.73 |
| alanine | ME626168 | 1.00 | 0.92 | 0.94 | 1.20 | 1.34 | 1.49 | 1.04 | 0.99 | 1.01 | 0.91 | 1.01 | 0.98 | 1.18 | 0.94 |
| creatine | ME626178 | 0.98 | 0.87 | 0.93 | 1.21 | 1.54 | 1.56 | 1.00 | 0.95 | 1.02 | 0.90 | 1.00 | 0.94 | 1.17 | 0.89 |
| fumarate | ME626173 | 0.97 | 0.86 | 0.94 | 0.89 | 1.54 | 1.48 | 0.91 | 0.81 | 0.85 | 0.83 | 0.99 | 0.89 | 1.02 | 1.01 |
| malate | ME626185 | 1.06 | 0.98 | 1.05 | 0.92 | 1.40 | 1.26 | 0.74 | 0.80 | 0.91 | 0.99 | 0.87 | 0.96 | 1.05 | 1.01 |
| pyruvate | ME626167 | 0.78 | 0.60 | 0.80 | 1.52 | 2.16 | 0.83 | 1.07 | 0.78 | 1.14 | 0.71 | 0.87 | 0.83 | 1.37 | 0.37 |
| GMP | ME626226 | 0.91 | 0.78 | 0.83 | 1.37 | 1.39 | 1.58 | 0.88 | 0.62 | 0.81 | 0.66 | 0.80 | 0.68 | 1.30 | 0.79 |
| phosphoserine | ME626170 | 1.08 | 0.71 | 0.83 | 1.60 | 1.48 | 1.44 | 1.01 | 0.69 | 1.04 | 0.75 | 0.54 | 0.63 | 0.87 | 0.55 |
| gluconate | ME626205 | 1.03 | 0.80 | 0.95 | 1.16 | 2.12 | 1.92 | 0.90 | 0.79 | 0.86 | 0.83 | 0.79 | 0.84 | 1.05 | 0.75 |
| ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME626211 | 0.77 | 0.81 | 1.03 | 1.20 | 1.54 | 2.10 | 0.78 | 0.82 | 0.73 | 0.67 | 0.77 | 0.90 | 0.87 | 0.85 |
| IMP | ME626225 | 0.47 | 0.25 | 0.84 | 1.23 | 3.96 | 2.07 | 0.46 | 1.31 | 1.02 | 0.52 | 0.27 | 0.86 | 0.33 | 0.17 |
| Inosine | ME626216 | 0.48 | 0.33 | 0.59 | 1.33 | 4.10 | 2.83 | 0.52 | 0.46 | 0.46 | 0.28 | 0.45 | 0.56 | 0.68 | 0.30 |
| succinate | ME626175 | 0.71 | 0.53 | 0.78 | 1.29 | 2.24 | 2.94 | 0.64 | 0.33 | 0.67 | 0.36 | 0.71 | 0.48 | 1.19 | 0.51 |
| hypoxanthine | ME626186 | 0.49 | 0.43 | 0.73 | 1.33 | 2.20 | 3.09 | 0.52 | 0.62 | 0.51 | 0.42 | 0.53 | 0.69 | 0.71 | 0.48 |
| xanthine | ME626192 | 0.57 | 0.57 | 0.78 | 1.22 | 2.48 | 3.49 | 0.61 | 0.63 | 0.51 | 0.48 | 0.66 | 0.70 | 0.76 | 0.59 |
| adenosine | ME626215 | 0.75 | 0.40 | 0.75 | 1.19 | 3.30 | 1.82 | 0.91 | 0.60 | 0.60 | 0.52 | 0.58 | 0.68 | 1.33 | 0.47 |
| lactate | ME626169 | 0.85 | 0.49 | 0.92 | 1.09 | 2.81 | 1.84 | 1.15 | 0.73 | 0.99 | 0.49 | 0.93 | 0.71 | 1.72 | 0.45 |
| dihydroxyacetone phosphate | ME626197 | 1.21 | 0.41 | 0.77 | 1.39 | 2.91 | 1.35 | 1.03 | 0.55 | 0.79 | 0.49 | 0.74 | 0.50 | 1.49 | 0.21 |
| glycerol 3-phosphate | ME626198 | 0.95 | 0.41 | 0.82 | 1.33 | 2.88 | 1.41 | 1.05 | 0.57 | 0.95 | 0.42 | 0.76 | 0.51 | 1.49 | 0.28 |
| hexose phosphate | ME626214 | 1.35 | 0.51 | 0.81 | 1.67 | 2.97 | 1.48 | 1.05 | 0.62 | 0.83 | 0.57 | 0.78 | 0.53 | 1.43 | 0.22 |
| erythrose 4-phosphate | ME626206 | 1.43 | 0.56 | 0.81 | 1.35 | 3.12 | 1.66 | 1.03 | 0.64 | 0.90 | 0.59 | 0.78 | 0.54 | 1.48 | 0.23 |
| fructose 6-phosphate | ME626213 | 1.31 | 0.47 | 0.82 | 1.25 | 3.28 | 1.60 | 1.06 | 0.59 | 0.81 | 0.53 | 0.76 | 0.52 | 1.52 | 0.19 |
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 |