Clustering data with hclust algorithm for (Study ST002683)
(Analysis AN004356)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
UDP | ME634468 | 1.47 | 1.45 | 0.64 | 0.62 | 0.78 | 0.74 | 0.30 | 0.88 | 0.75 | 0.77 | 0.30 | 2.83 | 0.94 | 3.44 |
N-acetyl-D-glucosamine-1-phosphate | ME634460 | 4.27 | 0.66 | 0.80 | 0.82 | 1.76 | 1.01 | 0.63 | 0.63 | 0.77 | 0.56 | 0.95 | 0.54 | 0.70 | 1.00 |
creatinine | ME634414 | 0.64 | 1.04 | 0.83 | 0.50 | 2.96 | 1.99 | 0.95 | 1.13 | 0.71 | 0.89 | 0.82 | 0.93 | 1.14 | 0.58 |
fructose 1,6-biphosphate | ME634464 | 3.23 | 0.48 | 0.99 | 0.76 | 0.04 | NA | 0.81 | 0.82 | 0.95 | 1.42 | 2.06 | 0.64 | 0.71 | 0.31 |
erythrose 4-phosphate | ME634447 | 0.66 | 0.47 | 1.14 | 0.61 | NA | NA | 1.88 | 1.20 | 1.90 | 0.78 | 1.14 | 0.49 | 1.53 | 0.02 |
fructose 6-phosphate | ME634454 | 0.62 | 0.38 | 1.52 | 0.64 | 0.06 | 0.03 | 2.69 | 1.81 | 2.14 | 1.20 | 1.21 | 0.68 | 1.61 | 0.11 |
hexose phosphate | ME634455 | 0.67 | 0.47 | 1.42 | 0.66 | 0.05 | 0.03 | 2.41 | 1.67 | 2.02 | 1.11 | 1.35 | 0.64 | 1.50 | 0.16 |
ATP | ME634472 | 0.58 | 0.41 | 1.48 | 1.31 | 0.01 | 0.01 | 1.80 | 1.53 | 1.48 | 1.55 | 1.23 | 1.08 | 1.01 | 0.13 |
phosphocreatine | ME634449 | 0.45 | 0.43 | 1.54 | 1.16 | 0.01 | 0.02 | 1.85 | 1.48 | 1.56 | 1.50 | 1.32 | 0.78 | 1.14 | 0.09 |
CoA(2:0) | ME634482 | 0.93 | 1.39 | 1.31 | 0.52 | 0.04 | 0.03 | 1.49 | 1.34 | 1.64 | 1.51 | 1.46 | 1.39 | 0.88 | 0.57 |
alanine | ME634411 | 0.76 | 0.71 | 1.32 | 0.65 | 0.32 | 0.29 | 1.69 | 1.59 | 1.36 | 1.47 | 1.16 | 1.14 | 1.23 | 0.59 |
creatine | ME634421 | 0.73 | 0.72 | 1.34 | 0.65 | 0.31 | 0.23 | 1.65 | 1.58 | 1.37 | 1.52 | 1.20 | 1.15 | 1.24 | 0.60 |
glutathione | ME634461 | 1.87 | 0.06 | 1.36 | 0.70 | 0.34 | 0.44 | 1.71 | 1.22 | 2.09 | 1.20 | 0.79 | 1.00 | 0.61 | 0.98 |
ADP | ME634469 | 1.15 | 0.81 | 1.40 | 0.88 | 0.50 | 0.35 | 1.22 | 1.06 | 1.22 | 0.98 | 0.98 | 1.63 | 0.73 | 1.94 |
GDP | ME634470 | 1.43 | 0.72 | 1.16 | 1.01 | 0.35 | 0.19 | 1.21 | 0.55 | 2.41 | 0.81 | 0.96 | 1.41 | 0.73 | 1.53 |
pantothenate | ME634450 | 1.18 | 1.80 | 1.06 | 0.61 | 0.58 | 0.17 | 0.92 | 1.15 | 1.20 | 1.61 | 1.04 | 1.33 | 1.16 | 1.12 |
2-phosphoglycerate+3-phosphoglycerate | ME634444 | 1.11 | 0.70 | 1.02 | 1.11 | NA | NA | 1.12 | 0.93 | 1.10 | 0.96 | 1.38 | 0.85 | 0.94 | 0.41 |
UTP | ME634471 | 1.25 | 0.58 | 1.32 | 0.88 | NA | NA | 1.39 | 0.90 | 1.18 | 0.95 | 1.06 | 0.83 | 0.91 | 0.44 |
6-phosphogluconate | ME634458 | 1.53 | 0.90 | 0.87 | 1.21 | NA | NA | 0.96 | 0.70 | 1.11 | 0.84 | 1.42 | 0.63 | 1.09 | 0.58 |
phosphoenolpyruvate | ME634436 | 1.38 | 0.81 | 1.28 | 0.87 | NA | NA | 0.74 | 0.91 | 0.99 | 0.94 | 1.32 | 0.89 | 1.05 | 0.59 |
UDP-N-acetylglucosamine | ME634475 | 1.32 | 0.96 | 1.20 | 1.08 | 0.46 | 0.42 | 1.20 | 0.88 | 1.25 | 1.00 | 1.27 | 0.96 | 1.00 | 1.05 |
FAD | ME634481 | 1.44 | 0.88 | 1.30 | 1.15 | 0.03 | 0.02 | 1.28 | 0.90 | 1.42 | 1.13 | 1.50 | 1.05 | 1.10 | 0.79 |
malate | ME634428 | 1.16 | 0.86 | 1.38 | 0.82 | 0.20 | 0.12 | 1.56 | 1.14 | 1.18 | 1.07 | 1.57 | 1.21 | 1.29 | 0.69 |
adenosine | ME634456 | 0.99 | 1.06 | 0.98 | 0.94 | 0.11 | 0.36 | 1.06 | 1.22 | 1.07 | 0.78 | 1.92 | 1.13 | 1.72 | 1.17 |
ribose 5-phosphate+ribulose 5-phosphate+xylulose 5-phosphate | ME634452 | 1.45 | 0.99 | 1.16 | 0.63 | 0.39 | 0.34 | 1.17 | 1.15 | 1.12 | 0.93 | 1.92 | 0.99 | 1.41 | 1.21 |
citrate+isocitrate | ME634445 | 1.58 | 0.94 | 1.07 | 0.78 | 0.33 | 0.33 | 1.26 | 0.89 | 1.35 | 0.66 | 1.22 | 1.48 | 1.51 | 1.50 |
NADH | ME634478 | 1.52 | 1.20 | 1.39 | 0.52 | 0.02 | 0.02 | 1.39 | 1.03 | 1.52 | 0.93 | 1.53 | 1.27 | 1.40 | 1.17 |
histidine | ME634434 | 1.45 | 0.70 | 1.19 | 0.54 | 0.41 | 0.45 | 1.83 | 1.13 | 1.56 | 1.16 | 1.36 | 0.85 | 1.25 | 0.78 |
taurine | ME634420 | 1.43 | 0.76 | 1.13 | 0.57 | 0.49 | 0.50 | 1.50 | 1.12 | 1.56 | 1.18 | 1.32 | 0.97 | 1.22 | 0.97 |
methionine | ME634432 | 1.69 | 0.83 | 1.25 | 0.48 | 0.56 | 0.54 | 1.54 | 0.99 | 1.47 | 1.02 | 1.49 | 0.76 | 1.04 | 1.19 |
phenylalanine | ME634435 | 1.60 | 0.96 | 1.17 | 0.57 | 0.68 | 0.81 | 1.19 | 0.93 | 1.31 | 0.95 | 1.40 | 0.89 | 1.08 | 1.01 |
tyrosine | ME634443 | 1.68 | 0.84 | 1.15 | 0.57 | 0.92 | 0.69 | 1.35 | 0.88 | 1.37 | 0.99 | 1.32 | 0.86 | 1.13 | 0.97 |
proline | ME634415 | 1.70 | 0.92 | 1.10 | 0.55 | 0.67 | 0.54 | 1.25 | 0.83 | 1.57 | 0.99 | 1.48 | 1.03 | 1.38 | 0.85 |
isoleucine | ME634422 | 1.61 | 0.86 | 1.18 | 0.57 | 0.59 | 0.62 | 1.32 | 0.92 | 1.48 | 1.10 | 1.27 | 0.94 | 1.29 | 0.94 |
leucine | ME634424 | 1.88 | 0.84 | 1.13 | 0.56 | 0.55 | 0.60 | 1.43 | 0.87 | 1.45 | 0.97 | 1.43 | 0.86 | 1.26 | 0.97 |
leucine+isoleucine | ME634423 | 1.81 | 0.84 | 1.15 | 0.56 | 0.56 | 0.60 | 1.42 | 0.88 | 1.46 | 1.00 | 1.38 | 0.88 | 1.28 | 0.96 |
threonine | ME634419 | 1.13 | 0.89 | 1.10 | 0.57 | 1.02 | 1.21 | 1.36 | 1.10 | 1.34 | 1.12 | 1.07 | 1.09 | 0.93 | 1.34 |
UDP-glucose | ME634473 | 1.43 | 1.03 | 1.26 | 0.75 | 0.84 | 0.70 | 1.05 | 0.96 | 1.07 | 1.14 | 1.04 | 1.07 | 0.91 | 1.11 |
glyceraldehyde-3-phosphate | ME634437 | 1.29 | 0.96 | 1.01 | 0.54 | 0.75 | 0.79 | 1.34 | 1.08 | 1.34 | 1.13 | 1.26 | 1.09 | 1.20 | 1.16 |
lactate | ME634412 | 1.24 | 1.17 | 1.16 | 0.62 | 0.83 | 0.89 | 1.33 | 1.18 | 1.16 | 1.07 | 1.17 | 1.10 | 1.16 | 1.10 |
Ornithine | ME634426 | 0.73 | 0.74 | 1.16 | 1.06 | 0.84 | 1.08 | 1.37 | 1.08 | 1.03 | 1.01 | 1.01 | 0.79 | 0.96 | 0.65 |
valine | ME634417 | 0.99 | 0.80 | 0.91 | 0.98 | 0.33 | 0.93 | 1.42 | 1.10 | 1.39 | 1.08 | 1.12 | 0.94 | 1.19 | 0.77 |
citrulline | ME634440 | 1.00 | 0.60 | 1.17 | 0.59 | 0.80 | 0.93 | 1.68 | 1.09 | 1.43 | 1.01 | 1.22 | 0.81 | 1.15 | 0.84 |
glutamine | ME634430 | 0.93 | 0.79 | 1.10 | 0.58 | 0.74 | 1.07 | 1.56 | 1.21 | 1.23 | 1.13 | 1.03 | 0.97 | 0.98 | 0.98 |
phosphoserine | ME634413 | 1.42 | 0.58 | 1.24 | 0.74 | 0.45 | 1.09 | 1.56 | 1.00 | 1.62 | 0.81 | 0.78 | 0.99 | 1.06 | 0.55 |
pyruvate | ME634410 | 1.35 | 0.50 | 1.21 | 0.49 | 0.45 | 1.73 | 1.35 | 1.30 | 1.18 | 1.30 | 0.75 | 0.83 | 0.82 | 0.44 |
gluconate | ME634446 | 2.71 | 0.62 | 1.08 | 0.49 | 0.54 | 0.66 | 1.14 | 0.65 | 1.80 | 0.75 | 2.08 | 0.57 | 1.14 | 0.69 |
NADP+ | ME634479 | 2.15 | 0.80 | 1.05 | 0.44 | 0.07 | 0.07 | 2.20 | 0.78 | 2.47 | 1.34 | 1.57 | 0.78 | 0.84 | 0.41 |
NADPH | ME634480 | 2.48 | 0.38 | 1.08 | 0.40 | NA | 0.04 | 1.66 | 0.69 | 2.57 | 0.80 | 1.65 | 0.73 | 1.41 | 0.53 |
IMP | ME634466 | 1.55 | 0.71 | 1.17 | 0.66 | 0.15 | 0.10 | 1.54 | 0.90 | 2.09 | 1.11 | 1.68 | 0.82 | 1.35 | 0.98 |
AMP | ME634465 | 1.97 | 0.90 | 1.24 | 0.64 | 0.28 | 0.17 | 1.76 | 0.92 | 1.77 | 1.07 | 1.68 | 1.00 | 1.24 | 1.02 |
UMP | ME634463 | 1.86 | 0.87 | 1.09 | 0.69 | 0.29 | 0.14 | 1.49 | 0.83 | 1.73 | 1.09 | 1.68 | 0.99 | 1.15 | 0.96 |
UDP-glucuronate | ME634474 | 1.50 | 0.53 | 1.24 | 0.80 | 0.02 | 0.03 | 2.05 | 0.93 | 1.94 | 1.32 | 1.53 | 0.96 | 0.93 | 0.60 |
CMP | ME634462 | 1.95 | 1.00 | 0.99 | 0.68 | 0.30 | 0.08 | 2.09 | 0.72 | 2.05 | 1.12 | 1.35 | 0.95 | 0.84 | 0.75 |
NAD+ | ME634477 | 1.75 | 1.04 | 1.19 | 0.54 | 0.16 | 0.14 | 1.99 | 0.94 | 1.87 | 1.21 | 1.15 | 1.11 | 0.96 | 0.75 |
aspartate | ME634427 | 2.58 | 0.89 | 1.12 | 0.50 | 0.70 | 0.29 | 1.78 | 0.90 | 1.55 | 0.92 | 0.97 | 1.00 | 1.00 | 0.96 |
xanthine | ME634433 | 2.77 | 1.16 | 1.05 | 0.51 | 0.45 | 0.31 | 1.69 | 0.80 | 1.37 | 0.86 | 1.42 | 0.87 | 1.03 | 0.88 |
GMP | ME634467 | 2.14 | 1.17 | 1.10 | 0.61 | 0.13 | 0.07 | 1.57 | 1.03 | 1.20 | 1.03 | 1.37 | 1.27 | 1.17 | 1.28 |
fumarate | ME634416 | 2.24 | 1.13 | 1.18 | 0.54 | 0.18 | 0.09 | 1.47 | 0.86 | 1.29 | 1.02 | 1.88 | 1.00 | 1.15 | 1.03 |
glutamate | ME634431 | 2.32 | 0.87 | 1.11 | 0.57 | 0.47 | 0.31 | 1.60 | 0.85 | 1.35 | 0.87 | 1.58 | 0.94 | 1.14 | 1.10 |
Inosine | ME634457 | 1.12 | 0.93 | 0.95 | 0.68 | 0.51 | 0.64 | 0.85 | 1.07 | 0.80 | 0.80 | 2.19 | 0.91 | 1.60 | 2.04 |
glycerol 3-phosphate | ME634438 | 1.89 | 1.96 | 0.84 | 0.66 | 0.16 | 0.08 | 0.98 | 0.81 | 1.44 | 1.03 | 1.89 | 0.77 | 1.34 | 1.47 |
hypoxanthine | ME634429 | 2.12 | 1.07 | 0.99 | 0.66 | 0.57 | 0.44 | 0.95 | 0.91 | 0.86 | 0.72 | 2.29 | 0.83 | 1.30 | 1.43 |
sedoheptulose-7-phosphate | ME634459 | 2.34 | 0.90 | 0.89 | 1.11 | 0.61 | 0.42 | 0.93 | 0.78 | 0.88 | 0.80 | 2.15 | 0.67 | 0.94 | 1.08 |
ribose 5-phosphate | ME634453 | 2.10 | 0.99 | 0.92 | 0.94 | 0.56 | 0.66 | 0.94 | 0.98 | 0.97 | 0.80 | 1.37 | 0.96 | 1.11 | 1.23 |
succinate | ME634418 | 1.90 | 1.35 | 0.86 | 1.22 | 0.16 | 0.32 | 0.98 | 0.75 | 0.98 | 0.72 | 1.29 | 1.23 | 1.27 | 1.48 |
arginine | ME634439 | 1.31 | 1.48 | 0.73 | 0.40 | 1.72 | 1.33 | 0.85 | 1.02 | 0.90 | 0.65 | 0.80 | 1.48 | 1.43 | 2.03 |
oxidized glutathione | ME634476 | 1.76 | 1.64 | 0.84 | 0.51 | 0.74 | 0.84 | 0.96 | 1.04 | 1.11 | 0.68 | 1.14 | 1.55 | 1.39 | 2.00 |
tryptophan | ME634448 | 2.53 | 0.71 | 0.85 | 0.72 | 1.07 | 1.47 | 1.01 | 0.67 | 1.09 | 0.78 | 1.11 | 0.67 | 0.85 | 0.89 |
deoxyuridine | ME634451 | 1.15 | 0.60 | 0.90 | 1.62 | 0.89 | 1.13 | 1.01 | 0.91 | 0.89 | 0.77 | 1.04 | 0.71 | 0.89 | 0.57 |
asparagine | ME634425 | 1.58 | 0.75 | 0.95 | 0.81 | 1.16 | 1.41 | 1.21 | 0.88 | 1.01 | 0.94 | 0.95 | 0.74 | 0.71 | 1.02 |
glucose | ME634442 | 1.14 | 0.88 | 0.77 | 0.70 | 1.11 | 1.76 | 1.00 | 0.84 | 0.99 | 0.88 | 0.84 | 0.94 | 0.98 | 1.49 |
hexose | ME634441 | 1.11 | 0.78 | 0.77 | 0.90 | 1.12 | 1.62 | 1.02 | 0.89 | 1.07 | 0.92 | 0.83 | 0.84 | 0.98 | 1.21 |
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 |