Clustering data with hclust algorithm for (Study ST002689)
(Analysis AN004362)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NADPH | ME635735 | 0.24 | 0.86 | 0.47 | 0.47 | NA | 1.04 | 0.17 | 3.12 | 0.12 | 0.45 | 0.11 | 0.52 | 0.22 | 5.51 |
citrate+isocitrate | ME635701 | 0.41 | 0.46 | 0.54 | 4.44 | 0.46 | 0.45 | 0.35 | 0.50 | 0.42 | 0.47 | 0.37 | 0.36 | 0.45 | 0.77 |
glycerol 3-phosphate | ME635694 | 0.47 | 0.61 | 0.67 | 1.58 | 3.55 | 2.10 | 0.76 | 0.65 | 0.38 | 0.44 | 0.30 | 0.46 | 0.47 | 0.99 |
IMP | ME635721 | 0.44 | 0.62 | 0.55 | 2.39 | 3.71 | 1.85 | 0.58 | 0.73 | 0.30 | 0.37 | 0.24 | 0.45 | 0.23 | 0.98 |
hypoxanthine | ME635686 | 0.46 | 0.49 | 0.53 | 2.95 | 3.50 | 1.22 | 0.43 | 0.39 | 0.40 | 0.45 | 0.34 | 0.41 | 0.35 | 0.49 |
xanthine | ME635690 | 0.34 | 0.67 | 0.62 | 2.60 | 3.37 | 1.45 | 0.41 | 0.43 | 0.39 | 0.48 | 0.29 | 0.40 | 0.36 | 0.78 |
glutathione | ME635716 | 0.55 | 2.13 | 0.93 | 0.40 | 0.13 | 0.76 | 0.50 | 1.51 | 0.36 | 1.32 | 0.40 | 1.72 | 0.87 | 3.18 |
NADP+ | ME635734 | 0.28 | 1.84 | 0.98 | 0.53 | 0.57 | 1.37 | 0.30 | 1.61 | 0.26 | 1.48 | 0.30 | 1.42 | 0.34 | 3.00 |
NADH | ME635733 | 0.62 | 0.66 | 0.75 | 0.57 | 1.38 | 2.25 | 0.69 | 1.12 | 0.52 | 1.46 | 0.51 | 1.28 | 0.68 | 1.58 |
histidine | ME635691 | 0.54 | 0.95 | 0.97 | 0.91 | 1.19 | 2.50 | 0.59 | 0.93 | 0.55 | 0.83 | 0.73 | 0.78 | 0.64 | 1.16 |
glucose | ME635698 | 0.61 | 1.13 | 0.94 | 1.05 | 0.74 | 2.04 | 0.55 | 1.07 | 0.64 | 0.90 | 0.85 | 0.95 | 0.69 | 1.17 |
hexose | ME635697 | 0.59 | 1.04 | 1.22 | 1.38 | 0.84 | 2.36 | 0.55 | 1.01 | 0.66 | 0.88 | 0.87 | 0.86 | 0.68 | 1.14 |
pantothenate | ME635705 | 0.57 | 0.92 | 0.85 | 1.27 | 2.90 | 1.38 | 0.42 | 1.03 | 0.57 | 0.80 | 0.67 | 0.81 | 0.63 | 1.14 |
lactate | ME635670 | 0.57 | 0.63 | 0.76 | 1.78 | 2.31 | 2.11 | 0.72 | 0.61 | 0.69 | 0.61 | 0.55 | 0.49 | 0.66 | 1.10 |
ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME635707 | 0.62 | 1.14 | 0.92 | 1.53 | 1.82 | 1.18 | 0.58 | 0.87 | 0.62 | 0.76 | 0.58 | 0.81 | 0.63 | 1.41 |
gluconate | ME635702 | 0.72 | 0.82 | 0.82 | 1.36 | 1.53 | 1.86 | 0.65 | 0.96 | 0.63 | 0.80 | 0.64 | 0.71 | 0.66 | 1.14 |
ribose 5-phosphate | ME635708 | 0.67 | 1.01 | 1.04 | 0.91 | 2.02 | 1.57 | 0.67 | 1.01 | 0.65 | 0.76 | 0.62 | 0.84 | 0.76 | 1.29 |
succinate | ME635675 | 0.29 | 0.81 | 0.75 | 1.84 | 1.40 | 2.64 | 0.24 | 0.63 | 0.36 | 0.73 | 0.38 | 0.64 | 0.40 | 1.20 |
AMP | ME635720 | 0.43 | 1.12 | 0.89 | 1.46 | 1.95 | 2.41 | 0.36 | 0.70 | 0.39 | 0.94 | 0.45 | 0.79 | 0.48 | 2.08 |
GMP | ME635722 | 0.27 | 1.19 | 0.64 | 1.65 | 2.34 | 2.19 | 0.23 | 0.62 | 0.20 | 0.66 | 0.27 | 0.68 | 0.31 | 1.81 |
UMP | ME635718 | 0.29 | 1.38 | 0.90 | 1.65 | 0.92 | 1.67 | 0.24 | 0.68 | 0.31 | 0.88 | 0.45 | 0.75 | 0.37 | 2.38 |
CMP | ME635717 | 0.34 | 1.30 | 0.77 | 2.43 | 1.89 | 0.73 | 0.23 | 0.59 | 0.33 | 0.77 | 0.41 | 0.74 | 0.43 | 1.86 |
Inosine | ME635712 | 0.60 | 0.96 | 0.74 | 2.31 | 1.61 | 1.20 | 0.69 | 0.50 | 0.56 | 0.52 | 0.52 | 0.56 | 0.55 | 1.32 |
phosphocreatine | ME635704 | 1.83 | 0.57 | 1.22 | 0.84 | 1.21 | 0.16 | 1.06 | 1.26 | 1.54 | 0.41 | 1.34 | 0.64 | 2.08 | 0.41 |
creatine | ME635678 | 1.24 | 0.88 | 0.79 | 1.11 | 1.45 | 0.62 | 1.66 | 1.17 | 1.11 | 0.63 | 0.98 | 0.75 | 1.27 | 0.70 |
fructose 6-phosphate | ME635709 | 1.32 | 0.81 | 1.04 | 1.11 | 0.98 | 0.50 | 1.68 | 1.24 | 1.26 | 0.67 | 0.74 | 0.68 | 1.15 | 0.95 |
hexose phosphate | ME635710 | 1.65 | 1.03 | 1.14 | 0.97 | 1.00 | 0.40 | 1.84 | 1.29 | 1.30 | 0.70 | 0.83 | 0.73 | 1.26 | 0.92 |
CoA(2:0) | ME635737 | 1.00 | 1.43 | 0.75 | 0.80 | 0.68 | 0.29 | 0.75 | 1.53 | 0.69 | 0.68 | 0.97 | 1.68 | 1.30 | 2.26 |
pyruvate | ME635668 | 0.83 | 1.47 | 0.83 | 0.73 | 0.28 | 0.53 | 0.68 | 1.38 | 0.80 | 1.61 | 0.84 | 1.34 | 1.26 | 2.02 |
ATP | ME635727 | 0.99 | 1.08 | 1.17 | 0.68 | 0.39 | 0.13 | 1.38 | 2.17 | 0.83 | 1.58 | 0.58 | 1.25 | 1.23 | 1.98 |
UTP | ME635726 | 0.87 | 1.27 | 1.14 | 0.57 | 0.04 | 0.12 | 0.92 | 1.95 | 0.75 | 1.89 | 0.61 | 1.60 | 1.12 | 1.88 |
6-phosphogluconate | ME635713 | 0.31 | 1.56 | 0.67 | 1.49 | 0.81 | NA | 0.47 | 1.70 | 0.63 | 1.24 | 0.39 | 1.00 | 0.40 | 1.84 |
2-phosphoglycerate+3-phosphoglycerate | ME635700 | 0.54 | 1.02 | 0.75 | 2.17 | 1.01 | NA | 0.50 | 1.52 | 0.22 | 1.02 | 0.37 | 0.69 | 0.55 | 1.43 |
fructose 1,6-biphosphate | ME635719 | 0.75 | 1.18 | 0.73 | 1.74 | 1.32 | NA | 1.13 | 1.07 | 0.63 | 0.90 | 0.53 | 0.70 | 0.74 | 0.99 |
UDP-glucuronate | ME635729 | 0.87 | 1.14 | 1.06 | 0.91 | 1.09 | 0.46 | 0.75 | 1.29 | 0.77 | 1.20 | 0.73 | 1.17 | 0.98 | 1.98 |
UDP | ME635723 | 0.55 | 1.21 | 1.05 | 0.95 | 0.71 | 0.59 | 0.52 | 1.45 | 0.55 | 1.48 | 0.54 | 1.17 | 0.67 | 2.77 |
FAD | ME635736 | 0.60 | 1.25 | 1.01 | 0.76 | 1.03 | 1.18 | 0.58 | 1.06 | 0.71 | 1.08 | 0.61 | 1.14 | 0.82 | 2.35 |
ADP | ME635724 | 0.63 | 1.47 | 1.17 | 1.08 | 1.18 | 0.84 | 0.54 | 1.30 | 0.62 | 1.45 | 0.74 | 1.29 | 0.63 | 2.54 |
GDP | ME635725 | 0.53 | 1.31 | 0.93 | 1.14 | 1.51 | 0.76 | 0.47 | 1.19 | 0.46 | 1.23 | 0.68 | 1.05 | 0.54 | 2.35 |
phosphoserine | ME635671 | 1.00 | 0.79 | 0.92 | 1.67 | 0.40 | 1.14 | 1.24 | 0.78 | 1.27 | 0.78 | 0.76 | 0.58 | 0.81 | 0.93 |
proline | ME635672 | 0.94 | 1.00 | 0.61 | 0.83 | 0.72 | 0.72 | 0.94 | 1.06 | 1.20 | 1.15 | 1.24 | 0.96 | 1.26 | 1.98 |
tyrosine | ME635699 | 0.53 | 1.06 | 0.94 | 1.23 | 1.37 | 1.42 | 0.54 | 0.82 | 0.64 | 0.99 | 0.61 | 0.93 | 0.68 | 1.85 |
methionine | ME635689 | 0.59 | 0.93 | 0.89 | 1.16 | 1.16 | 1.30 | 0.60 | 0.91 | 0.77 | 1.06 | 0.69 | 0.95 | 0.73 | 2.02 |
phenylalanine | ME635692 | 0.61 | 0.98 | 0.93 | 1.12 | 0.99 | 1.37 | 0.71 | 0.93 | 0.78 | 1.04 | 0.64 | 0.87 | 0.75 | 1.98 |
asparagine | ME635682 | 0.61 | 0.99 | 0.94 | 1.00 | 1.16 | 1.51 | 0.69 | 1.01 | 0.72 | 1.08 | 0.58 | 0.94 | 0.77 | 1.79 |
tryptophan | ME635703 | 0.62 | 0.95 | 0.94 | 1.13 | 0.97 | 1.54 | 0.67 | 0.90 | 0.78 | 1.00 | 0.70 | 0.89 | 0.77 | 1.69 |
glutamine | ME635687 | 0.69 | 1.33 | 0.97 | 1.01 | 0.66 | 1.22 | 0.75 | 1.20 | 0.73 | 1.16 | 0.71 | 1.10 | 0.73 | 1.53 |
NAD+ | ME635732 | 0.75 | 1.28 | 1.15 | 0.87 | 0.73 | 1.17 | 0.82 | 1.18 | 0.89 | 1.27 | 0.77 | 1.15 | 0.98 | 1.66 |
UDP-glucose | ME635728 | 0.76 | 1.24 | 1.10 | 0.82 | 0.89 | 0.88 | 0.71 | 1.15 | 0.81 | 1.25 | 0.71 | 1.20 | 0.92 | 1.73 |
UDP-N-acetylglucosamine | ME635730 | 0.72 | 1.19 | 1.05 | 1.01 | 0.84 | 0.97 | 0.71 | 1.08 | 0.84 | 1.15 | 0.70 | 1.09 | 0.90 | 1.70 |
oxidized glutathione | ME635731 | 0.67 | 0.95 | 1.12 | 1.08 | 1.03 | 1.41 | 0.74 | 0.94 | 0.91 | 1.14 | 0.76 | 0.86 | 0.80 | 1.17 |
Ornithine | ME635683 | 0.90 | 0.85 | 1.00 | 1.10 | 0.94 | 0.88 | 1.04 | 1.02 | 1.12 | 0.95 | 0.92 | 0.77 | 0.98 | 1.48 |
taurine | ME635677 | 0.88 | 0.97 | 0.87 | 0.99 | 1.23 | 1.01 | 0.94 | 0.99 | 1.01 | 1.05 | 0.92 | 0.88 | 1.00 | 1.43 |
glutamate | ME635688 | 0.85 | 1.05 | 0.98 | 1.26 | 0.66 | 1.10 | 0.94 | 0.82 | 0.98 | 0.98 | 0.80 | 0.88 | 0.87 | 1.38 |
threonine | ME635676 | 0.76 | 1.04 | 0.96 | 1.09 | 0.89 | 1.19 | 0.79 | 0.99 | 0.88 | 1.05 | 0.81 | 0.99 | 0.83 | 1.50 |
isoleucine | ME635679 | 0.77 | 0.89 | 0.92 | 1.19 | 0.98 | 1.05 | 0.83 | 0.84 | 0.99 | 1.01 | 0.86 | 0.85 | 0.93 | 1.68 |
valine | ME635674 | 0.76 | 0.94 | 0.94 | 1.09 | 0.96 | 1.13 | 0.80 | 0.87 | 0.93 | 1.04 | 0.84 | 0.85 | 0.98 | 1.74 |
leucine | ME635681 | 0.74 | 0.93 | 0.94 | 1.13 | 0.97 | 1.11 | 0.77 | 0.90 | 0.93 | 0.99 | 0.81 | 0.93 | 0.88 | 1.80 |
leucine+isoleucine | ME635680 | 0.75 | 0.92 | 0.96 | 1.12 | 0.96 | 1.09 | 0.79 | 0.89 | 0.93 | 0.99 | 0.82 | 0.92 | 0.92 | 1.79 |
malate | ME635685 | 1.05 | 0.90 | 0.89 | 1.53 | 1.26 | 0.64 | 1.00 | 0.85 | 1.22 | 0.77 | 0.83 | 0.58 | 1.11 | 1.10 |
N-acetyl-D-glucosamine-1-phosphate | ME635715 | 0.77 | 0.93 | 0.97 | 1.43 | 1.20 | 0.99 | 0.81 | 0.81 | 1.00 | 0.79 | 0.92 | 0.72 | 0.94 | 1.27 |
adenosine | ME635711 | 1.03 | 0.66 | 1.01 | 1.11 | 1.38 | 1.21 | 1.13 | 0.65 | 1.11 | 0.87 | 0.80 | 0.68 | 1.04 | 1.11 |
alanine | ME635669 | 0.95 | 0.80 | 0.88 | 1.17 | 1.53 | 0.84 | 1.27 | 1.21 | 0.95 | 0.78 | 0.76 | 0.75 | 1.07 | 1.12 |
arginine | ME635695 | 0.86 | 1.08 | 1.00 | 0.95 | 1.32 | 1.07 | 1.05 | 0.93 | 1.28 | 1.00 | 1.22 | 0.78 | 1.45 | 1.26 |
aspartate | ME635684 | 0.83 | 1.09 | 1.03 | 1.04 | 1.41 | 0.62 | 1.04 | 0.89 | 0.93 | 1.27 | 0.82 | 0.84 | 1.11 | 1.33 |
glyceraldehyde-3-phosphate | ME635693 | 1.11 | 0.89 | 0.85 | 1.65 | 0.65 | 0.59 | 0.92 | 0.90 | 1.35 | 0.88 | 1.21 | 0.79 | 1.35 | 0.86 |
fumarate | ME635673 | 0.98 | 0.88 | 0.98 | 1.29 | 1.02 | 0.53 | 0.83 | 0.85 | 1.20 | 0.76 | 0.90 | 0.82 | 1.19 | 1.72 |
sedoheptulose-7-phosphate | ME635714 | 0.97 | 1.17 | 0.97 | 1.27 | 0.89 | 0.64 | 0.91 | 0.90 | 1.08 | 1.00 | 0.87 | 0.88 | 1.03 | 1.31 |
citrulline | ME635696 | 0.96 | 1.03 | 0.89 | 0.97 | 0.66 | 0.86 | 1.02 | 1.05 | 1.18 | 0.99 | 1.08 | 0.98 | 1.10 | 1.36 |
deoxyuridine | ME635706 | 1.19 | 1.05 | 0.86 | 1.16 | 0.67 | 0.90 | 1.00 | 0.88 | 1.07 | 0.80 | 1.17 | 0.87 | 1.23 | 1.06 |
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 |