Clustering data with hclust algorithm for (Study ST002655)
(Analysis AN004327)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
phosphoenolpyruvate | ME628644 | 0.39 | 0.66 | 0.74 | 4.39 | 0.13 | 0.44 | 0.35 | 0.45 | 0.18 | 0.72 | 0.36 | 0.50 | 0.42 | 0.57 |
malate | ME628633 | 0.67 | 0.56 | 0.64 | 1.82 | 3.10 | 0.82 | 0.69 | 0.65 | 1.44 | 0.78 | 0.67 | 0.66 | 0.76 | 0.56 |
creatinine | ME628619 | 0.75 | 0.77 | 0.64 | 1.28 | 4.34 | 0.80 | 0.60 | 0.78 | 0.65 | 0.82 | 0.69 | 1.03 | 0.82 | 0.76 |
ATP | ME628681 | 0.80 | 0.85 | 0.98 | 0.90 | 4.46 | 0.49 | 0.76 | 0.96 | 0.96 | 1.24 | 0.84 | 0.94 | 0.90 | 0.84 |
UTP | ME628680 | 0.79 | 1.00 | 1.00 | 0.41 | 4.36 | 0.33 | 0.77 | 1.02 | 0.99 | 1.04 | 1.01 | 1.13 | 1.07 | 0.89 |
GMP | ME628676 | 0.25 | 0.12 | 1.65 | 1.22 | 0.07 | 2.05 | 2.78 | 0.32 | 2.77 | 0.31 | 0.30 | 0.22 | 0.17 | 0.18 |
phenylpyruvate | ME628642 | 1.00 | 0.30 | 2.16 | 1.64 | NA | 1.31 | 1.32 | 0.19 | 1.59 | 0.15 | 0.23 | 0.08 | 0.67 | 0.44 |
glutathione | ME628670 | 0.46 | 2.22 | 0.42 | 0.10 | 1.91 | 0.24 | 0.68 | 1.37 | 1.27 | 1.22 | 1.54 | 2.04 | 1.73 | 0.98 |
ribose 5-phosphate | ME628662 | 0.84 | 0.94 | 2.64 | 1.15 | 0.33 | 0.29 | 0.72 | 1.04 | 1.02 | 1.18 | 0.81 | 0.98 | 0.81 | 0.81 |
Inosine | ME628666 | 0.80 | 1.11 | 0.48 | 2.66 | 0.21 | 0.95 | 0.56 | 0.95 | 0.44 | 0.72 | 0.91 | 0.74 | 0.93 | 0.82 |
FAD | ME628691 | 0.83 | 0.90 | 0.60 | 2.68 | 0.06 | 0.82 | 0.87 | 0.78 | 0.71 | 1.08 | 0.77 | 0.75 | 0.66 | 0.73 |
UDP-glucuronate | ME628684 | 0.85 | 1.06 | 0.72 | 2.32 | 0.01 | 0.85 | 0.79 | 0.77 | 0.69 | 1.20 | 0.77 | 0.92 | 0.70 | 0.88 |
gluconate | ME628656 | 0.76 | 1.02 | 0.87 | 1.47 | 0.08 | 1.70 | 0.64 | 0.94 | 0.63 | 1.28 | 0.73 | 0.97 | 0.77 | 1.07 |
homocysteate | ME628653 | 0.80 | 0.60 | 0.44 | 2.12 | NA | 1.94 | 0.60 | 0.87 | 0.51 | 0.85 | 0.81 | 0.68 | 0.71 | 0.57 |
fumarate | ME628621 | 1.71 | 1.34 | 0.47 | 0.42 | 0.31 | 0.40 | 1.25 | 1.17 | 1.45 | 1.56 | 1.49 | 1.25 | 1.59 | 0.93 |
NADH | ME628688 | 0.84 | 0.90 | 1.72 | 0.75 | 0.64 | 0.39 | 1.50 | 0.88 | 1.91 | 0.96 | 1.15 | 0.87 | 0.92 | 0.59 |
oxidized glutathione | ME628686 | 0.79 | 0.68 | 1.21 | 0.46 | 0.97 | 1.24 | 1.63 | 1.31 | 2.10 | 1.00 | 1.10 | 0.75 | 1.19 | 0.69 |
GTP | ME628682 | 0.89 | 1.19 | 1.30 | 0.51 | 1.44 | 0.42 | 0.84 | 1.05 | 1.13 | 1.36 | 1.17 | 1.25 | 1.20 | 1.03 |
phosphoserine | ME628618 | 1.00 | 0.88 | 0.87 | 1.56 | 1.98 | 1.26 | 0.74 | 0.73 | 0.95 | 0.71 | 0.66 | 0.76 | 0.72 | 0.64 |
glutamine | ME628637 | 0.90 | 0.96 | 0.97 | 0.87 | 2.10 | 0.84 | 0.94 | 1.00 | 0.95 | 1.18 | 0.98 | 1.02 | 0.86 | 0.92 |
taurine | ME628625 | 1.01 | 1.04 | 1.04 | 0.86 | 2.09 | 0.93 | 0.97 | 0.93 | 0.99 | 1.18 | 1.02 | 1.12 | 0.99 | 1.02 |
histidine | ME628641 | 1.01 | 1.08 | 0.90 | 1.01 | 2.03 | 0.81 | 0.84 | 0.85 | 0.77 | 1.06 | 0.97 | 1.12 | 0.90 | 1.04 |
proline | ME628620 | 0.97 | 1.11 | 0.93 | 1.07 | 1.94 | 1.05 | 0.85 | 0.97 | 0.91 | 1.10 | 0.96 | 1.05 | 0.96 | 1.07 |
NADPH | ME628690 | 1.10 | 1.35 | 0.75 | 0.42 | 0.11 | 1.33 | 1.57 | 1.32 | 1.35 | 0.84 | 1.29 | 1.21 | 0.93 | 0.94 |
oxoglutarate | ME628636 | 1.07 | 1.04 | 0.85 | 1.09 | 0.74 | 0.46 | 0.62 | 1.11 | 0.92 | 1.76 | 1.05 | 1.17 | 1.15 | 1.27 |
pyruvate | ME628615 | 1.25 | 1.59 | 0.66 | 0.76 | 0.16 | 0.51 | 0.64 | 1.17 | 0.65 | 1.63 | 1.22 | 1.45 | 1.33 | 1.67 |
sedoheptulose-7-phosphate | ME628668 | 0.86 | 1.18 | 0.90 | 1.44 | 0.05 | 1.17 | 0.72 | 1.10 | 1.67 | 1.33 | 0.81 | 1.08 | 0.76 | 0.98 |
N-acetyl-D-glucosamine-1-phosphate | ME628669 | 0.80 | 0.87 | 0.81 | 1.88 | 0.44 | 0.72 | 0.77 | 0.77 | 1.45 | 1.13 | 0.85 | 0.94 | 0.86 | 0.86 |
glycerol 3-phosphate | ME628647 | 0.99 | 0.84 | 0.82 | 1.63 | 0.97 | 0.73 | 0.90 | 0.70 | 1.49 | 0.93 | 0.93 | 0.81 | 0.95 | 0.85 |
pantothenate | ME628660 | 0.97 | 0.90 | 0.84 | 1.43 | 0.94 | 0.71 | 0.73 | 0.78 | 1.55 | 1.10 | 0.96 | 1.00 | 1.00 | 0.85 |
citrate+isocitrate | ME628655 | 0.94 | 0.82 | 0.86 | 1.18 | 0.78 | 1.25 | 0.95 | 1.01 | 1.07 | 1.21 | 1.04 | 0.84 | 1.08 | 0.67 |
hexose | ME628650 | 1.19 | 0.89 | 1.01 | 0.87 | 1.10 | 1.08 | 1.10 | 1.03 | 1.14 | 1.05 | 1.06 | 1.13 | 1.18 | 1.07 |
lactate | ME628617 | 1.17 | 0.98 | 1.11 | 1.03 | 1.18 | 1.14 | 1.14 | 0.99 | 1.11 | 1.14 | 1.09 | 0.95 | 1.25 | 1.11 |
arginine | ME628648 | 1.07 | 0.97 | 1.16 | 1.04 | 0.96 | 1.07 | 1.12 | 1.12 | 1.27 | 1.24 | 1.11 | 1.04 | 1.10 | 0.99 |
tryptophan | ME628658 | 1.09 | 1.06 | 1.06 | 1.10 | 0.86 | 1.04 | 1.01 | 1.02 | 1.11 | 1.08 | 1.02 | 1.03 | 1.05 | 1.06 |
ADP | ME628678 | 1.07 | 0.96 | 1.28 | 0.81 | 1.05 | 0.87 | 1.23 | 1.08 | 1.41 | 1.30 | 1.21 | 1.17 | 1.21 | 1.02 |
NAD+ | ME628687 | 1.06 | 0.92 | 1.10 | 0.72 | 1.12 | 0.81 | 1.22 | 0.97 | 0.98 | 1.18 | 1.16 | 1.06 | 1.12 | 0.95 |
threonine | ME628624 | 0.91 | 1.07 | 1.06 | 1.05 | 1.55 | 1.05 | 0.92 | 1.01 | 0.99 | 1.16 | 0.94 | 1.00 | 0.91 | 1.11 |
asparagine | ME628630 | 0.89 | 0.92 | 0.92 | 1.25 | 1.21 | 1.01 | 0.96 | 0.93 | 1.03 | 1.09 | 0.87 | 0.93 | 0.85 | 0.94 |
citrulline | ME628649 | 0.94 | 1.06 | 0.98 | 1.02 | 1.15 | 0.81 | 0.94 | 1.04 | 0.95 | 1.18 | 1.02 | 0.92 | 1.06 | 1.07 |
phenylalanine | ME628643 | 0.96 | 1.16 | 1.03 | 1.10 | 0.59 | 0.97 | 0.85 | 1.05 | 0.88 | 1.18 | 0.92 | 1.07 | 0.96 | 1.10 |
acetylphosphate | ME628635 | 0.98 | 0.94 | 1.02 | 1.25 | 0.92 | 0.95 | 0.84 | 0.88 | 0.91 | 0.98 | 0.99 | 1.05 | 0.96 | 1.03 |
methionine | ME628639 | 0.92 | 1.06 | 0.97 | 1.18 | 0.82 | 1.02 | 0.82 | 0.93 | 0.92 | 1.11 | 0.94 | 1.02 | 0.98 | 1.08 |
tyrosine | ME628652 | 0.95 | 1.08 | 1.00 | 1.07 | 0.86 | 0.89 | 0.87 | 0.98 | 0.89 | 1.14 | 0.96 | 1.05 | 1.03 | 1.17 |
2-phosphoglycerate+3-phosphoglycerate | ME628654 | 0.82 | 1.18 | 0.97 | 1.46 | 0.72 | 0.80 | 0.75 | 1.06 | 0.65 | 1.01 | 0.89 | 1.16 | 0.92 | 1.16 |
valine | ME628622 | 0.98 | 1.14 | 0.93 | 1.52 | 0.97 | 1.09 | 0.74 | 0.94 | 0.79 | 1.04 | 0.86 | 1.01 | 1.02 | 1.14 |
6-phosphogluconate | ME628667 | 0.79 | 0.82 | 1.74 | 1.02 | 0.19 | 1.23 | 0.99 | 0.84 | 1.00 | 1.15 | 0.79 | 0.89 | 0.80 | 0.84 |
CoA(2:0) | ME628692 | 1.15 | 1.33 | 1.16 | 0.45 | 0.01 | 0.47 | 0.97 | 1.26 | 1.03 | 1.52 | 1.34 | 1.44 | 1.24 | 1.28 |
NADP+ | ME628689 | 1.14 | 1.09 | 1.10 | 0.59 | 0.15 | 0.93 | 1.12 | 1.11 | 1.16 | 1.20 | 1.35 | 1.13 | 1.12 | 1.10 |
GDP | ME628679 | 1.01 | 1.20 | 1.11 | 0.49 | 0.07 | 0.87 | 0.98 | 1.16 | 1.13 | 1.31 | 1.32 | 1.35 | 1.20 | 1.19 |
UDP | ME628677 | 0.94 | 1.13 | 1.15 | 0.57 | 0.14 | 0.72 | 0.97 | 1.33 | 1.19 | 1.37 | 1.16 | 1.33 | 1.18 | 1.19 |
CMP | ME628671 | 0.81 | 0.80 | 1.00 | 1.60 | 0.07 | 1.06 | 1.06 | 0.93 | 0.90 | 1.14 | 1.00 | 0.99 | 0.87 | 0.84 |
UMP | ME628672 | 0.83 | 0.93 | 0.93 | 1.47 | 0.02 | 0.91 | 0.96 | 1.00 | 0.84 | 1.31 | 0.99 | 1.19 | 0.95 | 1.01 |
aspartate | ME628632 | 1.18 | 0.96 | 1.23 | 0.88 | 0.45 | 0.64 | 1.25 | 0.91 | 1.04 | 1.19 | 1.13 | 1.05 | 1.18 | 0.95 |
succinate | ME628623 | 1.07 | 1.00 | 0.99 | 0.97 | 0.00 | 1.41 | 1.15 | 1.07 | 1.10 | 1.13 | 1.10 | 1.14 | 1.21 | 1.05 |
UDP-glucose | ME628683 | 1.15 | 1.03 | 1.14 | 0.92 | 0.06 | 0.95 | 1.29 | 1.03 | 1.40 | 1.15 | 1.20 | 1.10 | 1.18 | 1.01 |
AMP | ME628674 | 1.09 | 1.01 | 1.16 | 1.15 | 0.06 | 1.06 | 1.29 | 1.12 | 1.36 | 1.23 | 1.19 | 1.14 | 1.17 | 1.03 |
UDP-N-acetylglucosamine | ME628685 | 1.13 | 1.08 | 1.18 | 1.08 | 0.11 | 0.95 | 1.26 | 1.14 | 1.33 | 1.28 | 1.21 | 1.16 | 1.19 | 1.11 |
glyceraldehyde-3-phosphate | ME628645 | 1.07 | 1.10 | 0.85 | 1.03 | 0.39 | 0.91 | 1.01 | 1.20 | 1.09 | 1.21 | 1.08 | 1.20 | 1.10 | 1.16 |
isoleucine | ME628627 | 1.13 | 1.09 | 1.07 | 1.05 | 0.39 | 1.00 | 1.02 | 1.08 | 1.11 | 1.11 | 1.05 | 1.14 | 1.17 | 1.14 |
leucine | ME628629 | 1.09 | 1.13 | 1.06 | 1.19 | 0.34 | 0.99 | 0.97 | 1.05 | 1.02 | 1.18 | 1.02 | 1.12 | 1.10 | 1.13 |
leucine+isoleucine | ME628628 | 1.09 | 1.13 | 1.06 | 1.16 | 0.35 | 0.99 | 0.97 | 1.06 | 1.04 | 1.18 | 1.04 | 1.11 | 1.12 | 1.14 |
glucose | ME628651 | 1.28 | 0.93 | 0.97 | 0.92 | 0.11 | 0.83 | 1.13 | 1.01 | 1.19 | 1.06 | 1.12 | 1.16 | 1.25 | 1.10 |
glutamate | ME628638 | 1.19 | 1.02 | 1.08 | 1.01 | 0.21 | 0.89 | 1.10 | 0.92 | 1.03 | 1.17 | 1.13 | 1.00 | 1.10 | 0.98 |
hypoxanthine | ME628634 | 1.16 | 1.15 | 0.96 | 1.20 | 0.02 | 1.34 | 0.87 | 0.94 | 0.89 | 1.01 | 0.93 | 0.93 | 1.03 | 0.96 |
xanthine | ME628640 | 1.26 | 1.19 | 1.18 | 1.14 | 0.02 | 1.04 | 0.89 | 0.90 | 0.92 | 0.89 | 1.03 | 0.89 | 1.06 | 1.04 |
adenosine | ME628665 | 1.27 | 0.92 | 1.33 | 1.22 | 0.27 | 0.94 | 0.98 | 0.83 | 0.58 | 0.90 | 1.25 | 0.90 | 1.02 | 0.94 |
ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME628661 | 0.99 | 0.98 | 1.38 | 1.38 | 0.38 | 0.96 | 0.98 | 0.97 | 1.00 | 1.00 | 1.01 | 0.99 | 0.98 | 0.93 |
creatine | ME628626 | 0.34 | 0.39 | 0.52 | 0.46 | 12.31 | 0.41 | 0.35 | 0.39 | 0.44 | 0.43 | 0.45 | 0.40 | 0.38 | 0.37 |
fructose 6-phosphate | ME628663 | 0.43 | 0.51 | 0.60 | 0.38 | 12.68 | 0.30 | 0.25 | 0.38 | 0.23 | 0.40 | 0.41 | 0.44 | 0.40 | 0.44 |
alanine | ME628616 | 0.41 | 0.41 | 0.54 | 0.52 | 11.59 | 0.41 | 0.40 | 0.41 | 0.49 | 0.45 | 0.49 | 0.44 | 0.45 | 0.41 |
hexose phosphate | ME628664 | 0.54 | 0.61 | 0.68 | 0.42 | 11.98 | 0.34 | 0.34 | 0.46 | 0.33 | 0.50 | 0.51 | 0.55 | 0.52 | 0.54 |
phosphocreatine | ME628659 | 0.13 | 0.11 | 1.93 | 1.84 | 8.77 | 0.18 | 0.18 | 0.10 | 0.36 | 0.10 | 0.22 | 0.14 | 0.14 | 0.11 |
IMP | ME628675 | 0.20 | 0.10 | 1.27 | 0.87 | 6.10 | 1.19 | 1.89 | 0.28 | 1.97 | 0.22 | 0.25 | 0.21 | 0.15 | 0.14 |
erythrose 4-phosphate | ME628657 | 0.57 | 0.77 | 0.66 | 0.52 | 8.43 | 0.76 | 0.49 | 0.67 | 0.55 | 0.72 | 0.53 | 0.66 | 0.50 | 0.64 |
fructose 1,6-biphosphate | ME628673 | 0.59 | 0.73 | 0.44 | 0.51 | 8.50 | 0.94 | 0.62 | 0.79 | 0.57 | 0.63 | 0.56 | 0.59 | 0.55 | 0.55 |
dihydroxyacetone phosphate | ME628646 | 0.73 | 0.86 | 0.90 | 0.68 | 6.49 | 0.74 | 0.54 | 0.68 | 0.59 | 0.86 | 0.66 | 0.65 | 0.71 | 0.64 |
Ornithine | ME628631 | 0.71 | 0.72 | 0.81 | 0.63 | 6.01 | 0.75 | 0.76 | 0.67 | 0.80 | 0.85 | 0.87 | 0.66 | 0.75 | 0.74 |
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 |