Clustering data with hclust algorithm for (Study ST002635)
(Analysis AN004307)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tryptophan | ME624552 | 0.70 | 0.91 | 0.74 | 0.58 | 1.41 | 2.96 | 0.91 | 0.62 | 0.78 | 0.72 | 0.71 | 0.86 | 0.78 | 0.63 |
NADPH | ME624581 | 0.91 | 0.77 | 0.05 | 0.03 | 0.01 | 0.05 | 1.94 | 1.38 | 1.97 | 1.42 | 1.62 | 2.49 | 1.24 | 1.00 |
phosphocreatine | ME624553 | 1.63 | 1.24 | 1.18 | 0.66 | NA | NA | NA | 1.36 | 0.99 | NA | 1.04 | 0.96 | 0.93 | 0.94 |
IMP | ME624566 | 1.03 | 1.27 | 0.90 | 1.19 | 1.49 | 0.27 | 1.27 | 1.04 | 1.14 | 1.00 | 1.00 | 1.27 | 0.66 | 0.96 |
tyrosine | ME624550 | 0.94 | 1.04 | 0.76 | 1.36 | 2.09 | 0.80 | 0.96 | 0.81 | 0.80 | 0.80 | 0.90 | 0.87 | 0.91 | 1.04 |
CoA(2:0) | ME624583 | 1.10 | 2.44 | 0.47 | 0.32 | 0.12 | 0.08 | 1.45 | 1.42 | 1.11 | 1.26 | 2.03 | 0.62 | 1.46 | 1.95 |
Inosine | ME624559 | 0.91 | 2.59 | 0.54 | 0.73 | 0.14 | 0.15 | 1.40 | 1.28 | 1.40 | 0.93 | 0.99 | 1.18 | 1.05 | 1.71 |
glutamine | ME624545 | 1.14 | 0.58 | 0.96 | 1.13 | 0.22 | 0.38 | 1.81 | 1.18 | 1.53 | 0.59 | 1.81 | 0.51 | 1.76 | 0.66 |
ribose 5-phosphate | ME624555 | 1.01 | 1.41 | 0.73 | 0.69 | NA | NA | 1.15 | 0.70 | 0.46 | 1.91 | 1.06 | 0.50 | 1.43 | 1.11 |
lactate | ME624536 | 1.19 | 1.07 | 0.86 | 0.56 | 0.74 | 0.89 | 1.22 | 1.14 | 0.96 | 1.24 | 1.13 | 1.27 | 1.31 | 1.11 |
valine | ME624537 | 1.05 | 1.33 | 0.62 | 0.33 | 0.95 | 0.90 | 1.70 | 0.99 | 1.38 | 1.19 | 0.80 | 1.28 | 0.96 | 1.17 |
fructose 1,6-biphosphate | ME624564 | 0.93 | 1.16 | 0.64 | 0.37 | NA | NA | 1.79 | 0.87 | 1.31 | 1.23 | 0.97 | 1.72 | 1.29 | 0.78 |
aspartate | ME624542 | 1.57 | 1.08 | 0.85 | 0.64 | 0.13 | 0.14 | 1.36 | 1.34 | 1.00 | 1.30 | 1.31 | 1.12 | 1.27 | 1.51 |
GMP | ME624567 | 1.03 | 1.67 | 0.99 | 0.55 | 0.12 | 0.09 | 1.12 | 1.41 | 1.16 | 1.15 | 1.67 | 1.51 | 1.15 | 1.26 |
GTP | ME624573 | 0.85 | 1.25 | 0.45 | 0.60 | NA | NA | 1.11 | 0.90 | 1.42 | 1.31 | 1.36 | 1.29 | 1.04 | 1.22 |
UTP | ME624571 | 0.76 | 1.27 | 0.44 | 0.30 | NA | NA | 1.20 | 1.18 | 1.11 | 1.26 | 1.44 | 1.42 | 1.30 | 1.20 |
NADH | ME624579 | 1.02 | 1.24 | 1.14 | 0.57 | 0.06 | 0.06 | 1.22 | 1.54 | 1.41 | 1.22 | 1.17 | 1.45 | 1.54 | 1.28 |
CMP | ME624562 | 1.13 | 1.01 | 0.77 | 0.53 | 0.11 | 0.05 | 1.31 | 1.28 | 1.14 | 1.09 | 1.52 | 1.53 | 1.38 | 1.07 |
fructose 6-phosphate | ME624556 | 0.89 | 1.07 | 0.75 | 0.43 | 0.06 | NA | 1.38 | 1.29 | 1.07 | 1.11 | 1.13 | 1.43 | 1.36 | 1.21 |
hexose phosphate | ME624557 | 0.89 | 1.07 | 0.75 | 0.43 | 0.06 | NA | 1.38 | 1.29 | 1.07 | 1.11 | 1.13 | 1.43 | 1.36 | 1.21 |
alanine | ME624535 | 1.09 | 1.38 | 0.81 | 0.49 | 0.11 | 0.06 | 1.30 | 1.19 | 0.95 | 1.29 | 1.25 | 1.50 | 1.42 | 1.25 |
creatine | ME624540 | 1.15 | 1.28 | 0.81 | 0.50 | 0.06 | 0.04 | 1.31 | 1.20 | 1.00 | 1.32 | 1.24 | 1.44 | 1.38 | 1.31 |
ATP | ME624572 | 1.08 | 1.28 | 0.44 | 0.35 | 0.02 | 0.02 | 1.86 | 1.65 | 1.92 | 1.39 | 1.43 | 1.86 | 0.91 | 1.50 |
taurine | ME624539 | 1.25 | 1.66 | 0.83 | 0.41 | 0.33 | 0.29 | 1.83 | 0.80 | 1.24 | 1.38 | 1.12 | 1.28 | 1.31 | 1.42 |
UMP | ME624563 | 1.14 | 2.00 | 0.64 | 0.36 | 0.15 | 0.07 | 1.15 | 1.17 | 1.68 | 1.53 | 1.17 | 1.65 | 1.29 | 1.52 |
methionine | ME624546 | 0.95 | 1.60 | 0.66 | 0.40 | 0.30 | 0.34 | 1.47 | 1.31 | 1.75 | 1.41 | 1.10 | 1.54 | 1.03 | 1.41 |
oxidized glutathione | ME624577 | 1.36 | 1.31 | 0.78 | 0.48 | 0.18 | 0.20 | 1.56 | 1.24 | 1.88 | 1.17 | 1.14 | 1.59 | 1.19 | 1.16 |
succinate | ME624538 | 1.16 | 1.50 | 0.61 | 0.39 | 0.14 | 0.09 | 1.63 | 1.42 | 1.84 | 1.21 | 1.33 | 1.46 | 1.18 | 1.28 |
leucine+isoleucine | ME624541 | 1.39 | 1.62 | 0.64 | 0.38 | 0.39 | 0.31 | 1.79 | 1.05 | 1.47 | 0.95 | 1.27 | 1.59 | 1.14 | 1.37 |
hypoxanthine | ME624544 | 1.28 | 1.86 | 0.60 | 0.44 | 0.11 | 0.05 | 1.69 | 1.36 | 1.70 | 0.95 | 1.21 | 1.24 | 1.12 | 1.44 |
xanthine | ME624547 | 1.30 | 1.75 | 0.71 | 0.42 | 0.38 | 0.21 | 1.46 | 1.35 | 1.56 | 1.01 | 1.20 | 1.28 | 1.22 | 1.48 |
pyruvate | ME624534 | 1.27 | 0.92 | 1.24 | 1.25 | NA | 0.87 | 0.66 | 1.12 | 0.77 | 0.77 | 0.78 | 0.69 | 0.98 | 1.15 |
N-acetyl-D-glucosamine-1-phosphate | ME624561 | 1.43 | 0.88 | 1.25 | 0.73 | 0.81 | 0.34 | 1.10 | 1.19 | 0.99 | 0.81 | 0.76 | 1.42 | 1.22 | 1.21 |
adenosine | ME624558 | 1.47 | 1.13 | 0.82 | 1.45 | 0.03 | 0.13 | 0.84 | 1.03 | 1.06 | 0.79 | 1.17 | 0.86 | 0.83 | 1.07 |
6-phosphogluconate | ME624560 | 1.03 | 1.26 | 0.69 | 0.73 | NA | NA | 1.03 | 1.08 | 0.95 | 1.10 | 1.11 | 1.19 | 1.08 | 1.29 |
ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME624554 | 0.89 | 1.35 | 0.93 | 1.12 | 0.08 | 0.08 | 0.85 | 1.12 | 0.80 | 1.06 | 1.15 | 1.00 | 1.08 | 1.14 |
glyceraldehyde-3-phosphate | ME624548 | 1.13 | 1.21 | 1.21 | 0.87 | 0.53 | 0.50 | 1.03 | 0.97 | 1.19 | 1.19 | 0.98 | 1.14 | 1.21 | 1.16 |
UDP-N-acetylglucosamine | ME624576 | 0.97 | 1.07 | 0.96 | 1.21 | 0.70 | 0.68 | 1.05 | 1.02 | 1.13 | 0.97 | 1.10 | 1.02 | 1.07 | 1.00 |
glycerol 3-phosphate | ME624549 | 1.38 | 1.16 | 0.70 | 1.17 | 0.49 | 0.10 | 1.09 | 1.09 | 1.17 | 0.99 | 1.04 | 1.30 | 1.29 | 1.27 |
GDP | ME624570 | 1.05 | 1.06 | 0.58 | 1.05 | 0.09 | 0.01 | 1.29 | 1.01 | 1.24 | 1.20 | 1.17 | 1.16 | 1.13 | 1.10 |
citrate+isocitrate | ME624551 | 0.86 | 1.03 | 0.90 | 1.50 | 0.08 | 0.09 | 1.16 | 0.80 | 1.16 | 0.84 | 1.03 | 1.19 | 1.15 | 0.98 |
malate | ME624543 | 0.93 | 0.90 | 0.99 | 1.09 | 0.30 | NA | 1.15 | 0.98 | 0.96 | 0.93 | 1.01 | 1.03 | 1.21 | 0.86 |
ADP | ME624569 | 1.17 | 1.08 | 0.99 | 1.41 | 0.41 | 0.12 | 1.44 | 1.07 | 1.20 | 1.18 | 0.89 | 1.27 | 1.11 | 0.95 |
AMP | ME624565 | 1.13 | 1.20 | 0.98 | 1.24 | 0.63 | 0.18 | 1.12 | 1.10 | 1.34 | 1.10 | 1.16 | 1.06 | 1.09 | 1.05 |
UDP | ME624568 | 1.05 | 0.91 | 0.90 | 1.05 | 0.55 | 0.15 | 1.18 | 1.13 | 1.17 | 1.18 | 1.16 | 1.09 | 1.05 | 1.04 |
NADP+ | ME624580 | 0.85 | 1.21 | 1.01 | 1.14 | 0.16 | 0.22 | 1.26 | 1.20 | 1.16 | 1.17 | 1.28 | 1.17 | 1.19 | 1.20 |
FAD | ME624582 | 0.98 | 1.15 | 1.03 | 1.32 | 0.25 | 0.20 | 1.14 | 1.13 | 1.10 | 1.12 | 1.17 | 1.15 | 1.10 | 1.12 |
UDP-glucuronate | ME624575 | 1.00 | 1.12 | 0.98 | 1.50 | 0.22 | 0.12 | 1.08 | 1.13 | 1.16 | 1.03 | 1.16 | 1.12 | 1.05 | 1.15 |
NAD+ | ME624578 | 1.10 | 1.06 | 1.03 | 1.21 | 0.27 | 0.32 | 1.17 | 1.17 | 1.13 | 1.04 | 1.16 | 1.15 | 1.15 | 1.04 |
UDP-glucose | ME624574 | 1.01 | 1.10 | 0.98 | 1.23 | 0.47 | 0.39 | 1.08 | 1.16 | 1.20 | 1.04 | 1.20 | 1.09 | 1.10 | 1.00 |
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 |