Clustering data with hclust algorithm for (Study ST002693)
Reversed phase NEGATIVE ION MODE (Analysis AN004366)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ursodeoxycholate | ME636399 | 0.31 | 0.14 | 0.75 | 0.72 | 9.11 | 0.26 | 1.18 | 0.42 | 1.54 | 0.53 | 0.35 | 0.34 | 0.32 | 0.25 |
| chenodeoxycholate | ME636398 | 0.87 | 0.14 | 0.74 | 0.79 | 6.48 | 0.88 | 0.90 | 0.17 | 1.57 | 0.46 | 1.11 | 0.15 | 0.67 | 0.41 |
| alpha-muricholate | ME636404 | 0.70 | 0.65 | 0.69 | 0.80 | 5.24 | 1.42 | 0.50 | 0.38 | 0.34 | 0.62 | 1.00 | 0.41 | 0.72 | 1.33 |
| FA(18:4) | ME636373 | 0.80 | 0.42 | 0.67 | 0.79 | 6.13 | 0.98 | 0.95 | 0.39 | 0.74 | 0.40 | 0.98 | 0.48 | 0.90 | 0.64 |
| omega-muricholate | ME636403 | 0.58 | 0.41 | 0.65 | 0.74 | 6.29 | 1.49 | 0.52 | 0.29 | 0.44 | 0.82 | 0.97 | 0.28 | 0.51 | 0.99 |
| xanthosine | ME636377 | 0.42 | 0.66 | 0.79 | 0.80 | 3.12 | 2.60 | 0.50 | 0.54 | 0.74 | 0.61 | 0.51 | 0.70 | 0.47 | 1.12 |
| beta-muricholate | ME636402 | 1.18 | 0.07 | 0.70 | 0.73 | 4.16 | 1.64 | 1.30 | 0.06 | 1.35 | 0.71 | 1.69 | 0.02 | 0.59 | 0.21 |
| cholate | ME636401 | 1.19 | 0.08 | 0.71 | 0.74 | 4.16 | 1.62 | 1.30 | 0.07 | 1.35 | 0.71 | 1.69 | 0.02 | 0.60 | 0.21 |
| glycochenodeoxycholate | ME636406 | 1.41 | 0.51 | 0.98 | 0.93 | 2.70 | 0.84 | 1.13 | 0.49 | 0.95 | 0.62 | 1.17 | 0.41 | 1.42 | 0.87 |
| FA(14:1) | ME636362 | 1.04 | 0.68 | 0.90 | 1.04 | 3.91 | 0.90 | 1.33 | 0.67 | 1.41 | 0.73 | 1.20 | 0.55 | 0.79 | 1.15 |
| FA(20:5(5Z,8Z,11Z,14Z,17Z))) | ME636382 | 1.10 | 0.84 | 0.85 | 0.96 | 3.60 | 1.67 | 1.02 | 0.68 | 0.70 | 0.58 | 1.02 | 0.86 | 1.05 | 0.89 |
| phenyllactate | ME636339 | 0.44 | 1.06 | 1.06 | 1.13 | 0.34 | 0.23 | 0.33 | 3.08 | 0.50 | 1.40 | 0.32 | 0.45 | 0.57 | 3.26 |
| succinate | ME636325 | 0.26 | 1.15 | 0.95 | 0.97 | 1.50 | 1.92 | 0.30 | 1.02 | 0.31 | 1.23 | 0.26 | 1.00 | 0.35 | 2.36 |
| AMP | ME636393 | 0.42 | 1.19 | 0.86 | 0.87 | 1.15 | 2.61 | 0.34 | 0.72 | 0.37 | 0.96 | 0.45 | 0.78 | 0.46 | 1.94 |
| urate | ME636340 | 0.30 | 0.92 | 0.75 | 0.75 | 1.90 | 2.92 | 0.33 | 0.76 | 0.37 | 0.76 | 0.29 | 0.75 | 0.36 | 2.01 |
| FA(10:0-OH) | ME636350 | 0.10 | 1.79 | 0.99 | 0.98 | 0.18 | 1.45 | 0.17 | 1.31 | 0.15 | 1.69 | 0.15 | 1.30 | 0.25 | 3.05 |
| FA(8:0-OH) | ME636336 | 0.19 | 1.23 | 1.07 | 0.99 | 0.34 | 1.41 | 0.24 | 1.28 | 0.27 | 1.54 | 0.27 | 1.18 | 0.33 | 3.20 |
| FA(12:0-OH) | ME636360 | 0.16 | 2.02 | 1.08 | 1.05 | 0.18 | 1.63 | 0.23 | 1.22 | 0.21 | 1.59 | 0.19 | 1.20 | 0.24 | 2.39 |
| FA(14:0-OH) | ME636366 | 0.40 | 1.82 | 1.22 | 1.19 | 0.47 | 1.87 | 0.48 | 1.20 | 0.49 | 1.45 | 0.43 | 1.14 | 0.49 | 1.94 |
| glutarate | ME636330 | 0.89 | 0.95 | 1.04 | 1.15 | 1.39 | 0.20 | 0.83 | 0.48 | 1.33 | 0.90 | 0.71 | 1.16 | 1.03 | 2.37 |
| kynurenate | ME636351 | 0.68 | 1.06 | 0.99 | 0.98 | 0.73 | 0.25 | 0.65 | 0.44 | 1.05 | 0.74 | 0.63 | 0.99 | 1.49 | 3.72 |
| glycocholate | ME636407 | 1.72 | 0.83 | 0.99 | 1.05 | 1.34 | 0.51 | 1.42 | 0.24 | 0.96 | 0.55 | 1.62 | 0.11 | 2.01 | 1.03 |
| glycohyocholate | ME636408 | 1.72 | 0.82 | 1.01 | 1.08 | 1.33 | 0.49 | 1.41 | 0.24 | 0.97 | 0.55 | 1.62 | 0.11 | 2.00 | 1.03 |
| FA(10:0-COOH) | ME636355 | 0.79 | 0.88 | 1.83 | 1.91 | 1.06 | 1.08 | 0.79 | 0.90 | 0.81 | 0.83 | 0.76 | 0.63 | 0.75 | 1.06 |
| FA(8:0-COOH) | ME636344 | 0.73 | 0.92 | 1.87 | 1.76 | 0.92 | 0.84 | 0.67 | 0.81 | 0.81 | 0.96 | 0.78 | 0.87 | 0.75 | 1.27 |
| FA(11:0-COOH) | ME636359 | 0.69 | 0.84 | 2.50 | 2.50 | 0.45 | 0.85 | 0.79 | 0.74 | 0.69 | 0.70 | 0.79 | 0.65 | 0.73 | 0.79 |
| FA(9:0-COOH) | ME636349 | 0.62 | 0.86 | 2.71 | 2.80 | 0.92 | 0.82 | 0.68 | 0.63 | 0.61 | 0.72 | 0.70 | 0.60 | 0.62 | 0.69 |
| glycodeoxycholate | ME636405 | 0.59 | 1.28 | 1.08 | 1.01 | 2.79 | 0.74 | 0.81 | 0.81 | 0.64 | 0.89 | 0.78 | 0.44 | 0.72 | 1.88 |
| FA(12:0) | ME636354 | 0.47 | 1.26 | 1.29 | 1.43 | 2.35 | 1.80 | 0.60 | 1.13 | 0.61 | 1.15 | 0.47 | 0.75 | 0.44 | 1.34 |
| threonine | ME636326 | 0.52 | 0.71 | 1.06 | 1.06 | 1.86 | 1.90 | 0.64 | 0.67 | 0.73 | 0.88 | 0.73 | 0.77 | 0.72 | 1.33 |
| uridine | ME636365 | 0.59 | 1.05 | 0.89 | 0.89 | 1.88 | 1.49 | 0.64 | 0.84 | 0.70 | 0.88 | 0.55 | 0.79 | 0.68 | 2.08 |
| 3-methyl-2-oxovalerate | ME636328 | 0.69 | 1.01 | 0.98 | 0.91 | 0.22 | 1.77 | 0.69 | 0.83 | 0.98 | 0.97 | 0.71 | 0.87 | 0.89 | 1.88 |
| ketoleucine | ME636329 | 0.69 | 0.96 | 0.96 | 0.92 | 0.26 | 1.75 | 0.62 | 0.83 | 0.83 | 0.93 | 0.65 | 0.86 | 0.84 | 2.32 |
| FA(24:1) | ME636394 | 0.87 | 1.01 | 1.13 | 1.15 | 0.32 | 0.83 | 1.15 | 1.19 | 0.93 | 1.20 | 0.80 | 1.65 | 1.08 | 2.16 |
| sphingosine-1P (C18) | ME636396 | 0.88 | 1.26 | 0.91 | 0.96 | 0.65 | 0.93 | 0.94 | 1.13 | 0.99 | 1.25 | 0.97 | 1.23 | 1.12 | 1.92 |
| retinoate | ME636381 | 0.61 | 1.09 | 1.15 | 1.36 | 1.26 | 0.86 | 0.85 | 1.90 | 1.08 | 0.99 | 1.43 | 0.80 | 0.73 | 1.06 |
| hippurate | ME636345 | 0.87 | 0.86 | 1.00 | 0.91 | 1.35 | 1.45 | 0.51 | 0.28 | 0.82 | 0.81 | 0.88 | 0.76 | 1.47 | 1.80 |
| aspartate | ME636331 | 0.74 | 1.12 | 0.99 | 0.95 | 1.68 | 0.66 | 0.78 | 1.01 | 0.79 | 1.43 | 0.68 | 0.94 | 0.94 | 1.61 |
| malate | ME636332 | 0.77 | 1.08 | 0.85 | 0.80 | 1.43 | 0.65 | 0.84 | 0.97 | 0.92 | 1.14 | 0.69 | 0.84 | 1.15 | 2.26 |
| indole lactate | ME636357 | 0.67 | 0.82 | 1.01 | 0.94 | 1.49 | 1.27 | 0.55 | 0.81 | 0.89 | 0.81 | 0.71 | 1.00 | 0.92 | 2.01 |
| phenylalanine | ME636338 | 0.59 | 1.04 | 0.96 | 0.95 | 1.07 | 1.37 | 0.64 | 0.96 | 0.75 | 1.09 | 0.68 | 0.95 | 0.75 | 2.02 |
| citrate | ME636353 | 0.75 | 1.13 | 0.98 | 0.96 | 1.35 | 1.26 | 0.63 | 0.84 | 0.80 | 0.97 | 0.64 | 0.80 | 0.87 | 1.94 |
| tyrosine | ME636346 | 0.60 | 1.07 | 0.98 | 0.98 | 1.34 | 1.34 | 0.64 | 0.89 | 0.74 | 1.06 | 0.69 | 0.95 | 0.80 | 1.80 |
| histidine | ME636335 | 0.62 | 1.03 | 0.89 | 0.87 | 1.38 | 1.55 | 0.77 | 1.07 | 0.61 | 1.16 | 0.57 | 0.93 | 0.77 | 1.60 |
| FA(14:2) | ME636361 | 0.69 | 0.79 | 0.95 | 1.05 | 1.14 | 1.38 | 0.90 | 0.96 | 0.90 | 1.06 | 0.70 | 0.84 | 0.87 | 1.62 |
| glutamine | ME636333 | 0.69 | 1.12 | 0.97 | 0.96 | 0.82 | 1.45 | 0.76 | 1.05 | 0.74 | 1.12 | 0.69 | 1.00 | 0.73 | 1.60 |
| indoleacrylate | ME636348 | 0.65 | 0.97 | 0.89 | 0.99 | 0.90 | 1.77 | 0.66 | 0.89 | 0.78 | 0.94 | 0.65 | 1.02 | 0.70 | 1.81 |
| tryptophan | ME636356 | 0.61 | 0.94 | 0.94 | 0.94 | 0.99 | 1.62 | 0.67 | 0.93 | 0.79 | 1.06 | 0.72 | 0.90 | 0.78 | 1.78 |
| N-acetylleucine | ME636342 | 0.91 | 0.85 | 0.95 | 0.94 | 0.87 | 1.09 | 0.81 | 0.79 | 0.87 | 1.00 | 0.90 | 0.82 | 1.10 | 2.05 |
| N-acetylphenylalanine | ME636358 | 0.85 | 0.74 | 1.03 | 0.95 | 0.98 | 1.17 | 0.75 | 0.75 | 0.89 | 0.96 | 1.10 | 0.93 | 0.93 | 1.83 |
| glutamate | ME636334 | 0.90 | 1.04 | 1.07 | 1.05 | 1.40 | 1.35 | 0.96 | 0.87 | 1.07 | 1.15 | 0.86 | 0.96 | 1.07 | 1.63 |
| gamma-glutamylleucine | ME636370 | 0.92 | 0.98 | 1.00 | 1.04 | 1.13 | 1.17 | 0.86 | 0.90 | 0.97 | 0.97 | 0.87 | 0.79 | 0.98 | 1.35 |
| hydroxyphenyllactic acid | ME636347 | 0.81 | 0.83 | 0.95 | 0.92 | 1.39 | 1.34 | 0.85 | 0.71 | 1.12 | 0.80 | 0.93 | 0.79 | 1.07 | 1.39 |
| FA(22:3) | ME636391 | 0.74 | 1.22 | 1.04 | 1.01 | 1.19 | 0.96 | 0.90 | 1.01 | 0.85 | 1.08 | 0.73 | 0.85 | 0.83 | 1.61 |
| hydroxyindole acetate | ME636352 | 1.10 | 1.17 | 0.98 | 1.03 | 1.18 | 0.82 | 1.01 | 0.82 | 1.11 | 0.85 | 0.88 | 0.83 | 0.80 | 1.59 |
| cis-aconitate | ME636343 | 0.92 | 1.14 | 0.99 | 1.06 | 0.98 | 1.08 | 0.84 | 0.68 | 0.97 | 0.78 | 0.85 | 0.94 | 1.15 | 1.59 |
| gamma-glutamylisoleucine | ME636369 | 0.94 | 0.98 | 1.01 | 1.02 | 0.82 | 0.94 | 0.84 | 0.89 | 1.16 | 0.93 | 0.97 | 0.82 | 0.92 | 1.75 |
| FA(20:0) | ME636387 | 0.87 | 1.03 | 1.50 | 1.37 | 1.56 | 0.74 | 1.23 | 0.84 | 0.99 | 1.15 | 0.85 | 0.87 | 1.06 | 1.45 |
| FA(14:0) | ME636363 | 1.01 | 0.86 | 0.96 | 1.08 | 2.33 | 1.15 | 1.28 | 0.91 | 1.25 | 1.04 | 1.08 | 0.73 | 1.02 | 1.07 |
| FA(16:1) | ME636367 | 1.25 | 0.90 | 0.85 | 1.13 | 2.07 | 1.16 | 1.42 | 1.07 | 1.27 | 1.06 | 1.14 | 0.79 | 1.02 | 0.72 |
| maleate | ME636324 | 0.98 | 0.78 | 0.76 | 0.75 | 1.28 | 1.71 | 1.28 | 0.83 | 1.34 | 0.88 | 0.87 | 0.55 | 1.10 | 0.65 |
| FA(16:0-COOH) | ME636379 | 1.11 | 0.72 | 1.12 | 1.17 | 1.47 | 1.82 | 1.10 | 0.75 | 1.02 | 0.79 | 0.88 | 0.71 | 1.00 | 1.06 |
| lactate | ME636320 | 0.88 | 0.75 | 1.03 | 1.02 | 1.92 | 1.72 | 1.09 | 0.85 | 1.06 | 0.81 | 0.86 | 0.65 | 0.99 | 0.88 |
| deoxycholate | ME636400 | 0.70 | 0.58 | 0.93 | 0.94 | 1.36 | 1.36 | 1.34 | 0.63 | 1.39 | 0.86 | 1.07 | 0.79 | 0.83 | 1.12 |
| hyodeoxycholate | ME636397 | 0.67 | 0.84 | 0.96 | 1.09 | 1.22 | 1.33 | 1.17 | 0.78 | 1.13 | 1.02 | 0.75 | 0.97 | 0.79 | 1.17 |
| FA(19:1) | ME636380 | 0.92 | 0.96 | 1.08 | 1.06 | 1.93 | 1.28 | 1.22 | 1.05 | 1.07 | 1.10 | 0.89 | 0.87 | 0.99 | 1.13 |
| FA(20:2) | ME636385 | 0.88 | 1.10 | 1.08 | 1.07 | 1.75 | 1.46 | 1.09 | 1.12 | 0.94 | 1.11 | 0.85 | 0.94 | 0.93 | 1.11 |
| FA(17:0) | ME636371 | 0.84 | 0.91 | 1.11 | 1.09 | 2.28 | 1.42 | 1.04 | 1.03 | 0.97 | 1.04 | 0.80 | 0.95 | 0.88 | 1.12 |
| FA(20:3) | ME636384 | 0.92 | 1.11 | 0.97 | 0.98 | 2.10 | 1.61 | 1.12 | 1.02 | 0.93 | 1.07 | 0.85 | 0.76 | 0.92 | 1.12 |
| FA(20:1) | ME636386 | 0.99 | 1.03 | 1.21 | 1.16 | 1.10 | 1.20 | 1.10 | 1.10 | 1.00 | 1.07 | 0.98 | 1.12 | 1.12 | 1.18 |
| FA(18:0) | ME636378 | 0.92 | 1.04 | 1.17 | 1.13 | 1.55 | 1.26 | 1.06 | 1.04 | 0.97 | 1.07 | 0.92 | 1.00 | 0.98 | 1.19 |
| FA(16:0) | ME636368 | 1.02 | 0.98 | 1.15 | 1.15 | 1.52 | 1.17 | 1.18 | 1.08 | 1.05 | 1.11 | 0.99 | 0.96 | 1.00 | 1.03 |
| FA(18:1) | ME636376 | 1.04 | 1.01 | 1.18 | 1.17 | 1.37 | 1.15 | 1.20 | 1.08 | 1.09 | 1.11 | 1.01 | 0.97 | 1.04 | 1.03 |
| FA(15:0) | ME636364 | 0.85 | 0.91 | 1.07 | 1.19 | 1.46 | 1.26 | 1.11 | 1.04 | 1.40 | 1.17 | 0.96 | 0.78 | 0.91 | 1.33 |
| FA(18:3) | ME636374 | 1.04 | 0.95 | 0.94 | 1.08 | 1.47 | 1.43 | 1.26 | 0.93 | 1.13 | 1.01 | 1.15 | 0.82 | 1.09 | 1.18 |
| FA(22:5) | ME636389 | 1.00 | 1.03 | 0.99 | 0.99 | 1.51 | 1.32 | 1.32 | 0.98 | 1.22 | 1.09 | 1.03 | 0.79 | 1.09 | 1.15 |
| serine | ME636323 | 0.84 | 1.16 | 0.90 | 0.89 | 1.07 | 1.64 | 0.90 | 1.40 | 0.76 | 1.59 | 0.74 | 1.27 | 0.83 | 0.85 |
| FA(10:0) | ME636341 | 1.08 | 1.06 | 0.91 | 1.03 | 1.00 | 0.97 | 1.11 | 1.11 | 1.05 | 0.91 | 0.98 | 0.95 | 1.03 | 0.88 |
| FA(22:4) | ME636390 | 0.92 | 1.27 | 1.10 | 1.10 | 0.94 | 1.36 | 0.96 | 1.17 | 0.96 | 1.14 | 0.92 | 1.05 | 0.99 | 1.44 |
| taurine | ME636327 | 1.00 | 1.24 | 1.01 | 1.01 | 0.86 | 1.38 | 1.01 | 1.25 | 0.99 | 1.34 | 0.94 | 1.13 | 1.03 | 1.14 |
| FA(22:6(4Z,7Z,10Z,16Z,19Z)) | ME636388 | 1.16 | 1.03 | 0.97 | 1.04 | 0.90 | 1.41 | 1.12 | 1.08 | 1.05 | 1.01 | 1.21 | 1.12 | 1.19 | 1.08 |
| FA(18:2) | ME636375 | 1.10 | 1.05 | 0.98 | 1.02 | 0.69 | 1.36 | 1.28 | 1.17 | 1.16 | 1.18 | 1.10 | 1.05 | 1.09 | 1.08 |
| FA(20:4) | ME636383 | 1.06 | 1.22 | 0.96 | 1.02 | 0.69 | 1.49 | 1.16 | 1.16 | 1.08 | 1.15 | 1.02 | 0.99 | 1.04 | 1.24 |
| FA(16:0-OH) | ME636372 | 1.23 | 0.95 | 1.05 | 1.13 | 0.67 | 1.05 | 1.27 | 0.91 | 1.35 | 0.95 | 1.00 | 0.93 | 1.12 | 1.47 |
| FA(22:0) | ME636392 | 1.10 | 1.20 | 1.19 | 1.26 | 0.67 | 0.84 | 1.41 | 1.06 | 1.02 | 1.09 | 0.81 | 1.43 | 1.06 | 1.29 |
| tauro-alpha-muricholate | ME636412 | 1.63 | 0.67 | 1.00 | 1.03 | 0.29 | 0.66 | 1.23 | 0.47 | 1.19 | 0.75 | 2.09 | 0.67 | 1.28 | 1.11 |
| tauro-beta-muricholate | ME636409 | 1.19 | 1.29 | 0.99 | 0.98 | 0.08 | 1.01 | 0.66 | 0.65 | 0.50 | 1.31 | 1.58 | 1.07 | 0.47 | 2.02 |
| tauro-alpha-muricholate + tauro-beta-muricholiate | ME636410 | 1.33 | 1.06 | 1.00 | 0.99 | 0.16 | 0.87 | 0.88 | 0.61 | 0.78 | 1.11 | 1.73 | 0.94 | 0.76 | 1.69 |
| taurohyocoholate | ME636411 | 1.33 | 1.06 | 1.00 | 0.99 | 0.16 | 0.87 | 0.88 | 0.61 | 0.78 | 1.11 | 1.74 | 0.94 | 0.76 | 1.69 |
| FA(24:0) | ME636395 | 1.22 | 0.89 | 1.15 | 1.14 | 0.63 | 0.59 | 2.28 | 0.94 | 0.95 | 0.88 | 0.77 | 1.39 | 0.98 | 1.76 |
| S-allylcysteine | ME636337 | 1.10 | 0.94 | 1.11 | 1.11 | 0.15 | 0.16 | 1.49 | 0.72 | 1.76 | 1.14 | 1.34 | 0.54 | 1.60 | 1.13 |
| 2-hydroxybutyrate | ME636321 | 1.11 | 0.90 | 1.08 | 1.05 | 0.56 | 1.01 | 1.45 | 0.79 | 1.74 | 0.92 | 1.04 | 0.68 | 0.75 | 0.79 |
| 3-hydroxybutyrate | ME636322 | 1.32 | 0.49 | 1.06 | 1.06 | 0.68 | 0.87 | 1.44 | 0.51 | 2.20 | 0.65 | 1.05 | 0.60 | 1.27 | 0.79 |
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 |