Clustering data with hclust algorithm for (Study ST002638)
(Analysis AN004310)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FA(18:4) | ME625361 | 0.03 | 0.03 | 0.70 | 0.60 | 13.39 | 1.67 | 0.02 | 0.02 | 0.02 | 0.02 | 0.03 | 0.02 | 0.02 | 0.02 |
FA(14:1) | ME625351 | 0.45 | 0.38 | 0.90 | 0.89 | 7.83 | 1.48 | 0.65 | 0.40 | 0.36 | 0.27 | 2.38 | 0.45 | 0.34 | 0.29 |
hyodeoxycholate | ME625385 | 0.09 | 0.05 | 0.55 | 0.41 | 10.08 | 0.36 | 0.32 | 0.07 | 0.32 | 0.09 | 0.06 | 0.07 | NA | 0.04 |
FA(20:5(5Z,8Z,11Z,14Z,17Z))) | ME625370 | 0.23 | 0.23 | 1.20 | 1.00 | 7.86 | 3.26 | 0.18 | 0.16 | 0.18 | 0.17 | 0.23 | 0.19 | 0.21 | 0.19 |
cholate | ME625389 | 0.22 | 0.03 | 0.67 | 0.44 | 10.05 | 2.77 | 0.64 | 0.02 | 0.37 | 0.13 | 0.06 | 0.01 | 0.04 | 0.03 |
alpha-muricholate | ME625386 | 0.22 | 0.03 | 0.69 | 0.46 | 9.98 | 2.77 | 0.64 | 0.02 | 0.37 | 0.13 | 0.06 | 0.01 | 0.04 | 0.03 |
beta-muricholate | ME625387 | 0.22 | 0.03 | 0.69 | 0.45 | 10.00 | 2.77 | 0.64 | 0.02 | 0.37 | 0.13 | 0.06 | 0.01 | 0.04 | 0.03 |
omega-muricholate | ME625388 | 0.22 | 0.03 | 0.69 | 0.46 | 10.00 | 2.77 | 0.64 | 0.02 | 0.37 | 0.13 | 0.06 | 0.01 | 0.04 | 0.03 |
FA(12:0) | ME625344 | 0.89 | 1.18 | 2.44 | 1.32 | 1.31 | 0.81 | 0.59 | 0.50 | 2.51 | 0.34 | 0.81 | 0.22 | 0.21 | 0.83 |
FA(10:0-OH) | ME625340 | 0.67 | 0.77 | 2.26 | 2.02 | 1.18 | 0.48 | 0.60 | 0.59 | 0.68 | 0.62 | 0.60 | 0.56 | 0.66 | 0.80 |
FA(11:0-COOH) | ME625348 | 0.60 | 0.97 | 2.28 | 2.03 | 0.81 | 0.77 | 0.58 | 0.74 | 0.73 | 0.80 | 0.50 | 0.49 | 0.46 | 0.73 |
FA(8:0-OH) | ME625328 | 0.77 | 0.94 | 1.99 | 0.97 | 0.65 | 1.58 | 0.73 | 0.63 | 0.72 | 0.81 | 0.62 | 0.57 | 0.77 | 0.99 |
retinoate | ME625369 | 0.69 | 0.69 | 2.22 | 1.38 | 1.05 | 0.73 | 0.86 | 0.66 | 0.92 | 1.39 | 0.81 | 0.67 | 0.57 | 1.17 |
FA(8:0-COOH) | ME625334 | 0.83 | 0.99 | 1.69 | 0.89 | 1.03 | 1.12 | 0.91 | 0.95 | 0.91 | 0.92 | 0.82 | 0.86 | 0.85 | 0.96 |
FA(9:0-COOH) | ME625339 | 0.68 | 1.35 | 2.18 | 1.30 | 0.77 | 0.80 | 0.73 | 0.90 | 1.04 | 0.91 | 0.72 | 0.58 | 0.62 | 1.08 |
FA(10:0-COOH) | ME625345 | 0.77 | 1.15 | 1.83 | 1.18 | 0.73 | 0.81 | 0.90 | 0.91 | 1.11 | 0.78 | 0.86 | 0.76 | 0.84 | 1.07 |
FA(12:0-OH) | ME625349 | 0.89 | 0.99 | 2.20 | 1.09 | 0.98 | 0.76 | 0.77 | 0.87 | 1.04 | 0.73 | 0.86 | 0.63 | 0.75 | 0.94 |
3-hydroxybutyrate | ME625314 | 1.61 | 0.77 | 1.20 | 0.82 | 0.34 | 0.49 | 1.65 | 0.76 | 1.94 | 0.78 | 1.13 | 0.80 | 1.20 | 0.76 |
hydroxyindole acetate | ME625342 | 1.09 | 1.22 | 1.28 | 0.65 | 1.43 | 1.13 | 1.54 | 1.21 | 1.18 | 0.87 | 0.85 | 0.53 | 0.65 | 0.57 |
serine | ME625316 | 1.15 | 1.05 | 1.00 | 1.09 | 0.93 | 0.95 | 1.17 | 1.13 | 1.17 | 1.18 | 1.20 | 1.17 | 1.20 | 1.13 |
taurine | ME625320 | 1.14 | 1.14 | 1.07 | 1.07 | 0.98 | 1.12 | 1.16 | 1.16 | 1.13 | 1.11 | 1.13 | 1.07 | 1.08 | 1.05 |
FA(22:4) | ME625378 | 1.00 | 1.23 | 1.09 | 1.27 | 1.01 | 1.32 | 0.91 | 1.04 | 1.07 | 0.98 | 0.96 | 0.94 | 0.98 | 1.19 |
FA(18:0) | ME625366 | 0.92 | 1.03 | 1.18 | 1.15 | 1.19 | 1.18 | 1.15 | 0.99 | 1.06 | 1.10 | 1.09 | 1.07 | 0.98 | 1.05 |
FA(22:6(4Z,7Z,10Z,16Z,19Z)) | ME625376 | 1.04 | 1.18 | 1.08 | 1.27 | 1.40 | 1.02 | 0.97 | 1.05 | 1.05 | 1.01 | 1.04 | 0.99 | 1.04 | 1.10 |
glutamine | ME625324 | 1.11 | 1.06 | 0.92 | 0.55 | 0.98 | 1.37 | 1.09 | 1.00 | 1.06 | 1.06 | 1.03 | 1.09 | 1.06 | 1.01 |
tyrosine | ME625336 | 1.01 | 1.12 | 1.01 | 0.69 | 1.03 | 1.22 | 1.07 | 0.98 | 0.99 | 0.97 | 1.01 | 1.03 | 1.01 | 1.11 |
histidine | ME625327 | 1.03 | 1.17 | 0.99 | 1.06 | 0.55 | 0.87 | 1.06 | 1.10 | 0.99 | 1.05 | 1.06 | 1.01 | 0.97 | 1.02 |
gamma-glutamylleucine | ME625358 | 1.07 | 1.27 | 0.97 | 0.70 | 0.66 | 0.81 | 1.15 | 1.11 | 1.13 | 1.07 | 1.16 | 1.05 | 1.10 | 1.22 |
phenylalanine | ME625330 | 1.03 | 1.28 | 1.08 | 0.61 | 0.68 | 0.90 | 1.06 | 1.14 | 1.12 | 1.11 | 1.08 | 1.12 | 1.02 | 1.19 |
cis-aconitate | ME625333 | 1.06 | 1.10 | 1.06 | 0.63 | 0.77 | 0.92 | 1.17 | 1.11 | 1.26 | 1.06 | 1.03 | 1.05 | 1.11 | 1.06 |
gamma-glutamylisoleucine | ME625357 | 0.98 | 1.29 | 1.14 | 0.62 | 0.70 | 0.84 | 1.23 | 1.15 | 1.25 | 1.02 | 1.08 | 1.00 | 1.01 | 1.07 |
2-hydroxybutyrate | ME625315 | 0.99 | 1.27 | 1.00 | 0.69 | 0.49 | 2.21 | 0.91 | 0.79 | 1.25 | 0.79 | 0.71 | 0.71 | 0.84 | 0.83 |
FA(14:0-OH) | ME625354 | 0.99 | 1.02 | 1.22 | 1.31 | 0.56 | 1.77 | 0.91 | 0.88 | 1.06 | 0.87 | 0.95 | 0.82 | 0.92 | 0.89 |
indoleacrylate | ME625338 | 0.98 | 0.98 | 0.96 | 1.13 | 0.52 | 1.37 | 0.99 | 0.84 | 1.13 | 0.88 | 1.03 | 0.92 | 0.94 | 0.90 |
tryptophan | ME625346 | 0.96 | 0.97 | 0.90 | 1.15 | 0.57 | 1.65 | 0.97 | 0.85 | 1.07 | 0.83 | 0.90 | 0.84 | 0.88 | 0.88 |
S-allylcysteine | ME625329 | 1.97 | 1.16 | 1.50 | 0.83 | 0.01 | 0.03 | 0.93 | 1.34 | 0.69 | 0.98 | 1.06 | 1.36 | 1.37 | 0.97 |
sphingosine-1P (C18) | ME625384 | 1.30 | 1.20 | 0.83 | 0.66 | 0.11 | 0.26 | 1.54 | 1.59 | 1.38 | 1.66 | 1.67 | 1.61 | 1.30 | 1.26 |
xanthosine | ME625365 | 1.09 | 1.68 | 0.96 | 1.10 | 0.18 | 0.20 | 0.91 | 1.17 | 1.07 | 0.94 | 1.02 | 0.99 | 1.27 | 1.65 |
AMP | ME625381 | 1.14 | 1.14 | 1.11 | 1.11 | 0.11 | 0.12 | 1.21 | 1.18 | 1.20 | 1.19 | 1.20 | 1.18 | 1.18 | 1.12 |
FA(20:4) | ME625371 | 1.15 | 1.20 | 1.15 | 1.23 | 0.60 | 0.65 | 1.15 | 1.16 | 1.19 | 1.16 | 1.17 | 1.17 | 1.18 | 1.19 |
aspartate | ME625322 | 1.11 | 1.08 | 1.05 | 1.02 | 0.42 | 0.46 | 1.20 | 1.08 | 1.18 | 1.11 | 1.18 | 1.13 | 1.07 | 1.12 |
glutamate | ME625326 | 1.09 | 1.13 | 1.00 | 1.04 | 0.48 | 0.38 | 1.14 | 1.15 | 1.15 | 1.14 | 1.16 | 1.13 | 1.11 | 1.14 |
maleate | ME625317 | 1.24 | 1.35 | 0.90 | 0.55 | 0.03 | 0.04 | 1.33 | 1.35 | 1.29 | 1.35 | 1.33 | 1.43 | 1.44 | 1.44 |
N-acetylphenylalanine | ME625347 | 1.03 | 1.41 | 1.03 | 0.50 | 0.29 | 0.45 | 1.19 | 1.29 | 1.13 | 1.30 | 1.32 | 1.23 | 1.23 | 1.40 |
hydroxyphenyllactic acid | ME625337 | 1.02 | 1.27 | 1.02 | 0.81 | 0.21 | 0.43 | 1.14 | 1.11 | 1.21 | 1.14 | 1.24 | 1.27 | 1.19 | 1.38 |
N-methylaspartate | ME625325 | 1.14 | 1.37 | 0.84 | 0.85 | 0.12 | 0.21 | 1.05 | 1.22 | 1.22 | 1.23 | 1.43 | 1.35 | 1.24 | 1.42 |
malate | ME625323 | 1.27 | 1.25 | 1.21 | 0.67 | 0.06 | 0.02 | 1.31 | 1.25 | 1.27 | 1.23 | 1.28 | 1.29 | 1.29 | 1.27 |
succinate | ME625318 | 1.19 | 1.31 | 1.19 | 0.64 | 0.24 | 0.22 | 1.20 | 1.29 | 1.18 | 1.20 | 1.23 | 1.21 | 1.22 | 1.31 |
citrate | ME625343 | 1.19 | 1.07 | 1.26 | 0.72 | 0.40 | 0.34 | 1.37 | 1.10 | 1.32 | 1.19 | 1.13 | 1.15 | 1.14 | 1.03 |
N-acetylleucine | ME625332 | 1.25 | 1.27 | 1.13 | 0.60 | 0.17 | 0.36 | 1.44 | 1.17 | 1.38 | 1.15 | 1.15 | 1.12 | 1.21 | 1.21 |
hippurate | ME625335 | 0.46 | 0.51 | 1.31 | 0.63 | 1.84 | 4.20 | 0.46 | 0.17 | 0.43 | 0.36 | 0.54 | 0.40 | 0.55 | 0.47 |
tauro-beta-muricholate | ME625390 | 0.59 | 1.61 | 0.69 | 0.44 | 0.43 | 3.73 | 0.99 | 0.67 | 0.33 | 1.08 | 0.55 | 0.70 | 0.22 | 1.05 |
tauro-alpha-muricholate + tauro-beta-muricholiate | ME625391 | 0.66 | 1.29 | 0.78 | 0.74 | 0.46 | 3.64 | 1.07 | 0.55 | 0.46 | 0.83 | 0.57 | 0.60 | 0.25 | 0.80 |
taurocholate | ME625393 | 0.77 | 1.23 | 0.84 | 0.86 | 0.35 | 3.69 | 1.28 | 0.40 | 0.58 | 0.64 | 0.74 | 0.40 | 0.22 | 0.49 |
tauro-alpha-muricholate | ME625392 | 0.83 | 0.83 | 0.93 | 0.88 | 1.66 | 2.85 | 1.45 | 0.35 | 0.73 | 0.52 | 0.80 | 0.40 | 0.40 | 0.55 |
FA(14:2) | ME625350 | 0.78 | 0.90 | 0.97 | 0.88 | 1.71 | 2.87 | 0.69 | 0.58 | 0.73 | 0.64 | 0.68 | 0.55 | 0.52 | 0.63 |
FA(22:0) | ME625380 | 0.59 | 0.72 | 1.22 | 1.11 | 2.11 | 2.76 | 0.79 | 0.80 | 0.56 | 0.67 | 0.86 | 0.66 | 0.49 | 0.66 |
FA(22:5) | ME625377 | 0.86 | 1.31 | 0.88 | 1.18 | 1.89 | 1.46 | 0.81 | 0.97 | 1.00 | 0.88 | 0.76 | 0.85 | 1.02 | 1.44 |
FA(16:0-OH) | ME625360 | 0.67 | 0.79 | 1.35 | 1.23 | 2.30 | 2.06 | 0.85 | 0.73 | 0.63 | 0.64 | 0.86 | 0.73 | 0.64 | 0.73 |
FA(16:0) | ME625356 | 0.83 | 0.94 | 1.19 | 1.16 | 2.07 | 1.70 | 0.92 | 0.87 | 0.85 | 0.88 | 0.92 | 0.85 | 0.82 | 0.89 |
FA(18:1) | ME625364 | 0.83 | 0.89 | 1.16 | 1.14 | 2.23 | 1.94 | 0.84 | 0.83 | 0.85 | 0.82 | 0.89 | 0.81 | 0.83 | 0.86 |
FA(16:0-COOH) | ME625367 | 0.84 | 0.85 | 1.48 | 0.88 | 1.53 | 2.30 | 0.76 | 0.77 | 1.29 | 0.64 | 0.68 | 0.67 | 0.71 | 0.74 |
lactate | ME625313 | 0.91 | 1.03 | 0.92 | 0.50 | 1.78 | 2.23 | 0.91 | 0.94 | 0.92 | 0.94 | 0.92 | 0.94 | 0.91 | 0.99 |
FA(15:0) | ME625353 | 0.52 | 0.44 | 1.41 | 1.12 | 2.74 | 2.54 | 1.05 | 0.54 | 0.33 | 0.28 | 2.30 | 0.70 | 0.37 | 0.32 |
FA(14:0) | ME625352 | 0.62 | 0.76 | 1.55 | 1.09 | 4.48 | 2.10 | 0.60 | 0.45 | 0.73 | 0.36 | 0.98 | 0.39 | 0.35 | 0.57 |
FA(16:1) | ME625355 | 0.47 | 0.51 | 1.48 | 1.35 | 4.42 | 2.42 | 0.57 | 0.42 | 0.40 | 0.32 | 1.08 | 0.43 | 0.36 | 0.41 |
FA(20:3) | ME625372 | 0.79 | 0.84 | 0.98 | 0.95 | 3.03 | 2.22 | 0.69 | 0.65 | 0.76 | 0.58 | 0.83 | 0.70 | 0.94 | 0.96 |
FA(17:0) | ME625359 | 0.50 | 0.63 | 1.39 | 1.10 | 3.29 | 2.50 | 0.78 | 0.55 | 0.55 | 0.55 | 1.24 | 0.63 | 0.46 | 0.56 |
FA(22:3) | ME625379 | 0.56 | 0.68 | 0.89 | 0.86 | 3.25 | 2.63 | 0.57 | 0.50 | 0.55 | 0.40 | 1.14 | 0.50 | 0.59 | 0.65 |
FA(20:0) | ME625375 | 0.38 | 0.58 | 1.30 | 0.85 | 2.98 | 3.86 | 0.68 | 0.49 | 0.48 | 0.55 | 0.63 | 0.49 | 0.34 | 0.48 |
FA(20:1) | ME625374 | 0.57 | 0.68 | 1.15 | 0.99 | 2.86 | 3.50 | 0.54 | 0.56 | 0.58 | 0.51 | 0.70 | 0.52 | 0.51 | 0.63 |
kynurenate | ME625341 | 0.51 | 0.68 | 0.92 | 0.72 | 3.53 | 3.20 | 0.39 | 0.37 | 0.47 | 0.37 | 0.36 | 0.36 | 0.63 | 0.95 |
threonine | ME625319 | 0.64 | 0.58 | 0.56 | 0.82 | 3.38 | 3.16 | 0.57 | 0.56 | 0.59 | 0.52 | 0.54 | 0.57 | 0.62 | 0.55 |
FA(18:2) | ME625363 | 0.08 | 0.09 | 0.93 | 0.65 | 5.80 | 5.63 | 0.12 | 0.08 | 0.07 | 0.07 | 0.30 | 0.09 | 0.07 | 0.08 |
FA(18:3) | ME625362 | 0.06 | 0.08 | 1.33 | 0.95 | 5.71 | 4.86 | 0.06 | 0.05 | 0.06 | 0.05 | 0.09 | 0.04 | 0.05 | 0.06 |
FA(24:0) | ME625383 | 0.30 | 0.42 | 0.61 | 0.56 | 4.73 | 4.77 | 0.42 | 0.52 | 0.30 | 0.27 | 0.45 | 0.33 | 0.25 | 0.32 |
FA(19:1) | ME625368 | 0.36 | 0.39 | 1.04 | 0.80 | 5.06 | 3.84 | 0.45 | 0.35 | 0.30 | 0.28 | 1.07 | 0.37 | 0.28 | 0.33 |
FA(20:2) | ME625373 | 0.35 | 0.44 | 1.13 | 0.89 | 4.57 | 3.98 | 0.38 | 0.34 | 0.34 | 0.31 | 0.65 | 0.34 | 0.35 | 0.42 |
ketoleucine | ME625321 | 0.22 | 0.33 | 0.76 | 0.30 | 0.78 | 6.80 | 0.23 | 0.31 | 0.21 | 0.24 | 0.31 | 0.36 | 0.28 | 0.23 |
FA(24:1) | ME625382 | 0.19 | 0.24 | 0.37 | 0.37 | 2.63 | 7.41 | 0.26 | 0.24 | 0.22 | 0.23 | 0.34 | 0.24 | 0.18 | 0.25 |
urate | ME625331 | 0.33 | 0.26 | 0.62 | 0.40 | 2.37 | 5.76 | 0.41 | 0.22 | 0.38 | 0.29 | 0.40 | 0.22 | 0.32 | 0.33 |
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 |