Clustering data with hclust algorithm for (Study ST002650)
(Analysis AN004322)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
phenylpyruvate | ME627480 | 4.19 | 1.40 | 0.80 | 0.72 | 0.24 | NA | 0.59 | 0.40 | 0.56 | 0.56 | 0.68 | 0.49 | 1.81 | 0.91 |
CMP | ME627511 | 0.57 | 0.61 | 0.60 | 3.64 | 0.09 | 0.79 | 0.49 | 0.65 | 0.63 | 0.71 | 0.67 | 0.55 | 0.60 | 0.49 |
phosphoenolpyruvate | ME627482 | 0.97 | 0.73 | 0.41 | 2.38 | 0.29 | 0.56 | 0.88 | 1.22 | 0.67 | 1.27 | 1.25 | 0.94 | 0.75 | 0.60 |
sedoheptulose-7-phosphate | ME627508 | 0.74 | 0.76 | 0.88 | 2.51 | 0.16 | 0.89 | 0.99 | 0.68 | 0.92 | 0.72 | 0.76 | 0.66 | 0.82 | 0.69 |
glyceraldehyde-3-phosphate | ME627483 | 0.81 | 0.89 | 0.61 | 2.84 | 0.58 | 0.57 | 0.73 | 0.81 | 1.01 | 0.85 | 0.78 | 0.89 | 0.85 | 0.92 |
oxidized glutathione | ME627526 | 0.84 | 0.92 | 0.83 | 2.94 | 0.25 | 0.74 | 0.87 | 0.76 | 0.81 | 0.89 | 0.82 | 0.83 | 0.95 | 0.97 |
phosphoserine | ME627456 | 0.69 | 0.51 | 0.67 | 2.49 | 1.20 | 2.13 | 0.74 | 0.40 | 0.85 | 0.39 | 0.50 | 0.35 | 0.50 | 0.38 |
hypoxanthine | ME627472 | 0.46 | 0.83 | 0.55 | 3.21 | 0.34 | 2.21 | 0.48 | 0.39 | 0.56 | 0.29 | 0.34 | 0.30 | 0.46 | 0.41 |
Inosine | ME627506 | 0.38 | 0.68 | 0.47 | 3.07 | 0.83 | 2.17 | 0.35 | 0.64 | 0.46 | 0.42 | 0.52 | 0.47 | 0.42 | 0.30 |
AMP | ME627514 | 0.94 | 1.11 | 1.12 | 1.90 | 0.07 | 1.91 | 0.54 | 1.15 | 0.63 | 0.96 | 0.80 | 0.77 | 0.93 | 0.85 |
ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME627501 | 0.63 | 0.89 | 0.93 | 2.64 | 0.35 | 1.47 | 0.67 | 0.71 | 0.90 | 0.62 | 0.77 | 0.64 | 0.70 | 0.53 |
xanthine | ME627478 | 0.65 | 1.03 | 0.71 | 2.24 | 0.37 | 2.19 | 0.56 | 0.60 | 0.67 | 0.41 | 0.57 | 0.50 | 0.72 | 0.69 |
GMP | ME627516 | 0.86 | 1.17 | 1.00 | 1.57 | 0.05 | 1.05 | 0.63 | 1.16 | 0.76 | 0.91 | 1.07 | 1.11 | 0.88 | 0.88 |
succinate | ME627461 | 0.77 | 0.88 | 1.14 | 1.82 | 0.05 | 1.22 | 0.74 | 1.19 | 1.01 | 1.36 | 0.79 | 0.98 | 0.91 | 1.30 |
2-phosphoglycerate+3-phosphoglycerate | ME627492 | 1.04 | 0.90 | 0.77 | 1.74 | 0.52 | 0.65 | 1.08 | 1.40 | 0.92 | 1.49 | 1.32 | 1.38 | 0.99 | 0.80 |
citrate | ME627493 | 0.90 | 0.90 | 0.95 | 1.89 | 0.43 | 0.95 | 1.20 | 0.98 | 1.09 | 1.07 | 0.98 | 1.01 | 0.97 | 0.79 |
citrate+isocitrate | ME627494 | 0.90 | 0.90 | 0.95 | 1.89 | 0.43 | 0.96 | 1.19 | 0.98 | 1.09 | 1.06 | 0.98 | 1.01 | 0.97 | 0.79 |
ATP | ME627521 | 1.11 | 1.01 | 1.05 | 0.50 | 0.89 | 0.93 | 1.30 | 1.29 | 1.22 | 1.32 | 1.23 | 1.35 | 1.22 | 0.97 |
GTP | ME627522 | 1.19 | 0.90 | 0.90 | 0.33 | 0.66 | 0.94 | 1.42 | 1.34 | 1.30 | 1.45 | 1.49 | 1.43 | 1.08 | 0.81 |
UTP | ME627520 | 1.09 | 0.92 | 0.81 | 0.30 | 0.95 | 0.72 | 1.37 | 1.37 | 1.16 | 1.44 | 1.45 | 1.53 | 1.15 | 0.91 |
aspartate | ME627470 | 1.24 | 0.94 | 0.99 | 1.31 | 0.14 | 0.93 | 0.87 | 0.94 | 1.05 | 1.12 | 0.85 | 1.08 | 1.17 | 0.87 |
fumarate | ME627459 | 1.31 | 0.98 | 1.04 | 1.13 | 0.34 | 1.38 | 1.00 | 0.79 | 1.13 | 1.04 | 0.56 | 0.77 | 1.19 | 0.81 |
malate | ME627471 | 1.47 | 1.10 | 1.05 | 1.17 | 0.73 | 0.41 | 1.27 | 0.84 | 1.20 | 1.09 | 0.95 | 0.89 | 1.25 | 0.82 |
creatine | ME627464 | 0.99 | 0.97 | 0.92 | 0.93 | 1.01 | 0.94 | 1.02 | 1.09 | 0.98 | 1.12 | 1.00 | 1.11 | 1.12 | 0.99 |
methionine | ME627477 | 0.90 | 0.91 | 1.01 | 1.03 | 1.05 | 0.95 | 0.92 | 0.93 | 1.03 | 0.99 | 1.07 | 0.99 | 1.10 | 1.11 |
phenylalanine | ME627481 | 0.99 | 0.99 | 1.03 | 0.99 | 0.85 | 0.87 | 1.05 | 0.98 | 1.04 | 0.99 | 1.08 | 0.98 | 1.10 | 1.11 |
tryptophan | ME627497 | 1.03 | 1.00 | 1.02 | 1.17 | 1.20 | 1.03 | 1.12 | 0.93 | 1.14 | 0.92 | 1.01 | 0.96 | 1.05 | 1.00 |
tyrosine | ME627490 | 1.01 | 1.00 | 1.06 | 1.22 | 1.43 | 0.91 | 1.03 | 0.91 | 1.00 | 0.98 | 1.13 | 0.96 | 1.19 | 1.20 |
asparagine | ME627468 | 1.11 | 0.80 | 0.99 | 0.88 | 0.57 | 0.94 | 1.08 | 0.93 | 1.18 | 0.92 | 1.37 | 0.94 | 1.34 | 1.06 |
valine | ME627460 | 1.12 | 1.03 | 1.09 | 1.10 | 0.95 | 0.99 | 1.11 | 0.96 | 1.15 | 1.00 | 1.11 | 0.99 | 1.24 | 1.15 |
isoleucine | ME627465 | 1.22 | 1.07 | 1.12 | 1.11 | 0.74 | 1.02 | 1.18 | 0.98 | 1.23 | 0.98 | 1.17 | 0.99 | 1.32 | 1.17 |
leucine | ME627467 | 1.23 | 1.07 | 1.13 | 1.08 | 0.63 | 1.00 | 1.21 | 1.00 | 1.21 | 1.01 | 1.19 | 1.03 | 1.36 | 1.18 |
leucine+isoleucine | ME627466 | 1.24 | 1.08 | 1.13 | 1.08 | 0.66 | 0.99 | 1.21 | 0.99 | 1.23 | 1.00 | 1.19 | 1.02 | 1.35 | 1.17 |
UDP-glucose | ME627523 | 1.00 | 0.90 | 1.09 | 0.69 | 0.20 | 0.74 | 1.24 | 1.41 | 1.23 | 1.29 | 1.27 | 1.18 | 1.02 | 1.04 |
NAD+ | ME627527 | 1.01 | 0.97 | 1.04 | 0.89 | 0.46 | 0.85 | 1.09 | 1.13 | 1.13 | 1.15 | 1.07 | 1.15 | 1.15 | 1.00 |
UDP-glucuronate | ME627524 | 1.15 | 1.10 | 1.06 | 0.94 | 0.24 | 0.92 | 1.22 | 1.22 | 1.17 | 1.24 | 1.19 | 1.22 | 1.09 | 0.96 |
FAD | ME627531 | 0.94 | 1.07 | 0.98 | 0.88 | 0.16 | 0.93 | 0.99 | 1.29 | 0.97 | 1.15 | 1.28 | 1.38 | 1.03 | 1.00 |
glutamate | ME627476 | 0.97 | 0.97 | 1.07 | 1.17 | 0.22 | 0.83 | 1.14 | 1.16 | 1.14 | 1.19 | 1.22 | 1.15 | 1.15 | 1.10 |
NADP+ | ME627529 | 0.88 | 0.95 | 0.95 | 1.10 | 0.22 | 0.71 | 1.00 | 1.26 | 1.05 | 1.00 | 1.34 | 1.31 | 1.07 | 1.10 |
N-acetyl-D-glucosamine-1-phosphate | ME627509 | 1.06 | 1.34 | 0.96 | 1.26 | 0.77 | 1.13 | 1.01 | 1.21 | 0.95 | 1.22 | 0.94 | 1.15 | 0.99 | 1.17 |
ADP | ME627518 | 1.08 | 1.08 | 1.25 | 0.97 | 0.59 | 1.21 | 0.92 | 1.33 | 1.02 | 1.15 | 1.20 | 1.09 | 1.20 | 1.14 |
UDP-N-acetylglucosamine | ME627525 | 0.95 | 1.08 | 1.05 | 1.17 | 0.41 | 1.11 | 1.02 | 1.25 | 1.04 | 1.03 | 1.08 | 1.03 | 1.02 | 1.11 |
ribose 5-phosphate | ME627502 | 0.95 | 1.26 | 1.74 | 0.77 | 0.71 | 1.15 | 0.74 | 1.08 | 0.91 | 0.98 | 0.95 | 0.89 | 1.09 | 0.96 |
GDP | ME627519 | 1.01 | 1.10 | 1.47 | 0.75 | 0.13 | 1.28 | 0.69 | 1.42 | 0.95 | 1.36 | 1.30 | 0.84 | 1.17 | 0.92 |
hexose | ME627488 | 0.75 | 0.97 | 1.21 | 0.98 | 0.12 | 1.51 | 0.84 | 1.50 | 1.00 | 1.43 | 1.18 | 1.06 | 1.18 | 1.22 |
6-phosphogluconate | ME627507 | 1.11 | 0.79 | 0.88 | 1.28 | 0.73 | 2.07 | 0.97 | 0.56 | 0.99 | 0.76 | 0.70 | 0.66 | 0.97 | 0.58 |
NADH | ME627528 | 0.95 | 1.29 | 0.94 | 0.57 | 0.93 | 2.05 | 1.14 | 0.67 | 0.91 | 1.19 | 0.67 | 0.59 | 0.89 | 1.15 |
glycerol 3-phosphate | ME627485 | 0.98 | 1.40 | 0.82 | 0.82 | 1.50 | 1.89 | 0.44 | 1.02 | 0.56 | 0.85 | 0.69 | 0.86 | 0.97 | 1.13 |
acetylphosphate | ME627473 | 0.94 | 0.94 | 0.81 | 1.22 | 1.72 | 1.58 | 0.59 | 1.15 | 0.66 | 0.88 | 0.81 | 0.82 | 0.81 | 0.76 |
alanine | ME627454 | 1.01 | 1.16 | 0.90 | 1.03 | 1.35 | 1.50 | 0.64 | 1.00 | 0.61 | 0.87 | 0.78 | 0.90 | 1.01 | 1.06 |
creatinine | ME627457 | 0.94 | 1.11 | 0.88 | 1.17 | 1.59 | 1.25 | 0.60 | 1.01 | 0.61 | 0.87 | 0.80 | 0.88 | 1.03 | 1.11 |
gluconate | ME627495 | 0.84 | 1.11 | 1.01 | 1.02 | 0.90 | 1.53 | 1.17 | 1.11 | 0.95 | 1.21 | 0.85 | 1.20 | 0.81 | 1.27 |
pantothenate | ME627499 | 0.66 | 1.21 | 0.98 | 0.79 | 0.69 | 1.15 | 0.66 | 1.31 | 0.74 | 1.29 | 0.82 | 1.31 | 0.91 | 1.59 |
dihydroxyacetone phosphate | ME627484 | 1.02 | 1.23 | 1.03 | 0.66 | 0.70 | 1.63 | 0.37 | 1.59 | 0.62 | 1.37 | 0.87 | 1.01 | 1.20 | 1.40 |
fructose 6-phosphate | ME627503 | 0.86 | 0.99 | 0.89 | 1.11 | 0.63 | 1.45 | 0.34 | 1.47 | 0.61 | 1.31 | 0.81 | 0.91 | 1.07 | 1.16 |
arginine | ME627486 | 0.97 | 1.07 | 1.01 | 0.77 | 0.64 | 1.52 | 0.64 | 0.91 | 0.76 | 0.81 | 0.93 | 1.00 | 1.34 | 1.52 |
lactate | ME627455 | 1.10 | 1.44 | 1.01 | 1.21 | 0.72 | 2.10 | 0.55 | 1.08 | 0.66 | 0.84 | 0.81 | 0.88 | 1.04 | 1.19 |
histidine | ME627479 | 1.12 | 1.19 | 1.00 | 1.02 | 0.88 | 1.44 | 0.65 | 1.09 | 0.65 | 0.97 | 1.00 | 1.04 | 1.14 | 1.29 |
glutamine | ME627475 | 1.11 | 1.22 | 1.05 | 1.06 | 0.63 | 1.56 | 0.72 | 1.10 | 0.76 | 0.94 | 0.91 | 0.97 | 1.08 | 1.15 |
taurine | ME627463 | 1.14 | 1.33 | 1.06 | 1.11 | 0.83 | 1.63 | 0.74 | 1.14 | 0.74 | 0.99 | 0.89 | 1.04 | 1.12 | 1.22 |
deoxyuridine | ME627500 | 1.14 | 1.34 | 0.97 | 1.10 | 0.26 | 1.64 | 0.77 | 1.02 | 0.71 | 0.87 | 0.76 | 0.89 | 0.89 | 1.01 |
glucose | ME627489 | 1.24 | 1.32 | 1.05 | 1.11 | 0.43 | 1.69 | 0.86 | 1.15 | 0.81 | 0.92 | 0.94 | 1.00 | 1.14 | 1.19 |
NADPH | ME627530 | 1.18 | 1.76 | 0.74 | 0.30 | 0.21 | 2.77 | 1.11 | 0.41 | 1.14 | 1.13 | 0.54 | 0.51 | 1.16 | 0.90 |
UDP | ME627517 | 1.24 | 1.77 | 0.57 | 0.78 | 0.19 | 1.70 | 0.34 | 1.17 | 0.63 | 1.46 | 0.83 | 0.73 | 1.43 | 1.18 |
adenosine | ME627505 | 0.82 | 1.25 | 0.41 | 0.97 | 0.20 | 2.40 | 0.77 | 0.86 | 0.78 | 1.33 | 0.74 | 0.99 | 1.25 | 0.74 |
CoA(2:0) | ME627532 | 0.81 | 1.53 | 0.59 | 0.61 | 0.25 | 2.70 | 0.50 | 1.23 | 0.41 | 0.94 | 0.93 | 0.85 | 0.76 | 0.97 |
glutathione | ME627510 | 0.50 | 0.52 | 1.52 | 0.48 | 2.02 | 2.10 | 0.40 | 1.01 | 1.70 | 0.64 | 0.84 | 0.26 | 0.89 | 0.87 |
fructose 1,6-biphosphate | ME627513 | 1.16 | 1.00 | 0.56 | 1.21 | 1.83 | 0.95 | 0.79 | 1.22 | 0.66 | 1.84 | 0.97 | 1.00 | 1.12 | 1.00 |
pyruvate | ME627453 | 0.65 | 0.87 | 0.60 | 0.57 | 2.77 | 1.64 | 0.52 | 1.64 | 0.61 | 1.18 | 1.03 | 1.10 | 0.83 | 0.81 |
erythrose 4-phosphate | ME627496 | 1.05 | 1.14 | 1.08 | 0.41 | 3.08 | 1.39 | 0.49 | 1.00 | 0.63 | 0.95 | 0.65 | 0.79 | 0.99 | 1.16 |
proline | ME627458 | 1.03 | 1.13 | 0.96 | 1.04 | 2.62 | 1.21 | 0.68 | 0.88 | 0.65 | 0.78 | 0.79 | 0.84 | 1.13 | 1.21 |
hexose phosphate | ME627504 | 1.08 | 1.15 | 0.95 | 0.69 | 2.45 | 1.44 | 0.58 | 1.19 | 0.74 | 1.01 | 0.82 | 0.98 | 1.03 | 1.11 |
threonine | ME627462 | 0.96 | 1.04 | 1.03 | 0.98 | 2.35 | 1.60 | 0.61 | 0.99 | 0.71 | 0.82 | 0.85 | 0.86 | 1.12 | 1.18 |
citrulline | ME627487 | 1.31 | 0.71 | 0.93 | 1.15 | 1.61 | 0.59 | 1.38 | 0.86 | 1.38 | 0.83 | 1.42 | 0.81 | 1.36 | 0.67 |
Ornithine | ME627469 | 1.22 | 0.75 | 0.93 | 1.12 | 1.32 | 0.56 | 1.20 | 0.88 | 1.24 | 0.82 | 1.29 | 0.84 | 1.28 | 0.81 |
oxoglutarate | ME627474 | 0.60 | 0.63 | 1.12 | 0.94 | 2.49 | 0.54 | 1.07 | 1.20 | 1.15 | 0.83 | 1.46 | 1.24 | 0.69 | 0.60 |
phosphocreatine | ME627498 | 0.88 | 0.65 | 1.37 | 1.08 | 2.91 | 0.35 | 1.27 | 1.01 | 1.14 | 0.94 | 1.26 | 0.98 | 0.94 | 0.79 |
IMP | ME627515 | 0.34 | 0.37 | 0.45 | 3.60 | 3.57 | 0.99 | 0.33 | 0.31 | 0.33 | 0.31 | 0.34 | 0.29 | 0.39 | 0.22 |
homocysteate | ME627491 | 0.26 | 0.31 | 0.34 | 5.43 | NA | 0.33 | 0.22 | 0.18 | 0.34 | 0.22 | 0.18 | 0.18 | 0.28 | 0.36 |
UMP | ME627512 | 0.23 | 0.30 | 0.25 | 5.86 | 0.02 | 0.31 | 0.20 | 0.26 | 0.25 | 0.26 | 0.26 | 0.23 | 0.28 | 0.26 |
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 |