Clustering data with hclust algorithm for (Study ST000102)
(Analysis AN000169)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Aspartate | ME658285 | 1.15 | NA | 0.48 | 1.55 | 0.25 | 0.28 | 0.97 | 0.83 | 1.30 | 0.01 | 2.33 | 2.99 |
Dimethylamine | ME658297 | 1.26 | 0.52 | 0.49 | 0.83 | 2.53 | 0.49 | 0.83 | 0.46 | 2.53 | 0.41 | 0.75 | 0.89 |
3-Hydroxykynurenine | ME658310 | 0.95 | 0.17 | 1.21 | 1.19 | 0.66 | 0.16 | 2.02 | 1.42 | 0.77 | 0.18 | 1.64 | 1.49 |
Maltose | ME658308 | 0.74 | 1.25 | 1.56 | 0.55 | 0.74 | 1.39 | 1.39 | 0.55 | 0.51 | 1.23 | 1.49 | 0.60 |
Tyrosine | ME658312 | 0.95 | 0.58 | 1.34 | 1.19 | 0.79 | 0.71 | 1.27 | 1.17 | 0.97 | 0.60 | 1.18 | 1.25 |
Asparagine | ME658298 | 1.43 | 0.43 | 0.97 | 1.18 | 0.88 | 0.67 | 1.22 | 1.04 | 1.47 | 0.29 | 1.18 | 1.24 |
Trehalose | ME658305 | 1.22 | 0.62 | 0.78 | 1.15 | 0.87 | 0.69 | 1.20 | 0.94 | 1.31 | 0.80 | 1.33 | 1.11 |
Kynurenate | ME658313 | 1.26 | 1.04 | 1.13 | 0.92 | 1.02 | 0.84 | 1.12 | 0.70 | 1.26 | 0.66 | 1.26 | 0.81 |
ADP | ME658319 | 1.07 | 0.51 | 0.92 | 0.91 | 1.22 | 0.69 | 1.44 | 0.92 | 1.26 | 0.63 | 1.41 | 1.03 |
Kynurenine | ME658311 | 1.31 | 0.65 | 1.01 | 0.78 | 1.27 | 0.95 | 1.39 | 0.65 | 1.26 | 0.66 | 1.19 | 0.88 |
Lysine | ME658300 | 1.31 | 0.76 | 0.84 | 0.93 | 1.24 | 0.72 | 1.06 | 0.84 | 1.37 | 0.86 | 1.11 | 0.96 |
methionine sulfoxide | ME658299 | 1.35 | 0.94 | 0.65 | 0.83 | 1.51 | 0.65 | 0.96 | 0.82 | 1.53 | 0.98 | 0.95 | 0.82 |
Histidine | ME658314 | 1.25 | 0.96 | 0.71 | 1.06 | 1.31 | 0.96 | 0.62 | 1.09 | 1.35 | 0.98 | 0.61 | 1.09 |
O-Phosphocholine | ME658301 | 1.26 | 1.10 | 0.75 | 0.80 | 1.33 | 1.05 | 0.83 | 0.77 | 1.36 | 1.13 | 0.81 | 0.81 |
Threonine | ME658287 | 0.99 | 1.56 | 0.81 | 0.81 | 1.17 | 1.06 | 0.73 | 0.94 | 0.95 | 1.37 | 0.76 | 0.85 |
Lactate | ME658286 | 0.72 | 1.34 | 1.23 | 0.94 | 1.18 | 1.00 | 0.88 | 1.07 | 0.84 | 1.19 | 0.72 | 0.88 |
Succinate | ME658293 | 0.90 | 1.27 | 1.09 | 0.96 | 1.03 | 0.99 | 0.84 | 1.10 | 1.03 | 1.25 | 0.74 | 0.79 |
Fumarate | ME658309 | 0.87 | 1.02 | 0.83 | 0.88 | 1.06 | 1.04 | 1.08 | 1.41 | 0.62 | 1.29 | 0.87 | 1.02 |
Acetate | ME658289 | 0.69 | 1.02 | 0.91 | 1.26 | 0.76 | 0.95 | 0.76 | 1.20 | 1.01 | 1.34 | 0.88 | 1.22 |
?Leucine | ME658281 | 0.83 | 1.18 | 0.88 | 1.20 | 0.77 | 1.18 | 0.81 | 1.06 | 0.83 | 1.09 | 0.93 | 1.25 |
Arginine | ME658290 | 0.84 | 1.06 | 0.80 | 1.20 | 0.82 | 1.09 | 0.89 | 1.30 | 0.83 | 1.01 | 0.90 | 1.26 |
Valine | ME658282 | 0.76 | 1.12 | 0.87 | 1.27 | 0.71 | 1.09 | 0.84 | 1.31 | 0.78 | 1.07 | 0.92 | 1.25 |
Isoleucine | ME658283 | 0.74 | 1.20 | 0.83 | 1.33 | 0.61 | 1.14 | 0.71 | 1.41 | 0.76 | 1.09 | 0.85 | 1.33 |
Propionate | ME658284 | 0.72 | 1.07 | 0.82 | 1.35 | 0.73 | 1.26 | 0.77 | 1.30 | 0.90 | 1.16 | 0.78 | 1.13 |
Malate | ME658296 | 1.03 | 0.79 | 0.76 | 1.03 | 0.95 | 0.81 | 1.06 | 1.18 | 1.09 | 0.95 | 1.07 | 1.27 |
Sucrose | ME658306 | 0.89 | 0.76 | 0.89 | 1.25 | 1.04 | 0.84 | 1.13 | 1.21 | 0.95 | 0.75 | 1.08 | 1.21 |
Glutamine | ME658294 | 1.03 | 0.90 | 0.94 | 1.28 | 0.85 | 0.90 | 0.90 | 0.97 | 1.04 | 0.93 | 1.04 | 1.23 |
NAD+ | ME658315 | 0.97 | 0.89 | 1.07 | 1.12 | 0.96 | 0.86 | 1.06 | 1.06 | 0.98 | 0.94 | 1.09 | 1.03 |
Taurine | ME658302 | 0.91 | 0.94 | 0.99 | 1.15 | 0.95 | 0.83 | 0.99 | 1.15 | 0.97 | 0.93 | 1.01 | 1.17 |
AMP | ME658317 | 0.97 | 0.85 | 0.99 | 1.25 | 1.10 | 0.83 | 0.89 | 1.18 | 1.02 | 0.93 | 0.84 | 1.14 |
Formate | ME658316 | 1.00 | 1.07 | 0.92 | 1.25 | 0.94 | 0.85 | 0.73 | 1.15 | 1.04 | 1.04 | 0.80 | 1.21 |
Alanine | ME658288 | 0.78 | 1.16 | 1.14 | 1.05 | 0.85 | 0.91 | 0.99 | 1.11 | 0.96 | 1.13 | 0.99 | 0.96 |
Glucose | ME658307 | 0.85 | 1.04 | 1.23 | 1.11 | 0.83 | 0.98 | 0.90 | 1.06 | 0.85 | 1.03 | 1.05 | 1.07 |
Glutamate | ME658292 | 0.89 | 0.96 | 0.86 | 1.04 | 1.06 | 1.01 | 1.17 | 1.27 | 0.90 | 0.98 | 0.90 | 0.95 |
Proline | ME658291 | 0.96 | 1.05 | 0.87 | 0.90 | 1.18 | 1.09 | 1.09 | 1.12 | 0.99 | 1.02 | 0.85 | 0.89 |
Fructose | ME658304 | 1.13 | 1.04 | 0.96 | 0.86 | 1.13 | 1.15 | 0.95 | 0.85 | 1.10 | 1.06 | 0.84 | 0.93 |
ß-Alanine | ME658295 | 1.10 | 0.94 | 0.93 | 0.95 | 1.08 | 0.91 | 1.06 | 0.94 | 1.12 | 0.97 | 1.03 | 0.96 |
Glycine | ME658303 | 0.96 | 1.02 | 1.15 | 1.02 | 0.97 | 0.94 | 1.06 | 0.90 | 1.03 | 0.98 | 1.03 | 0.94 |
Serine | ME658318 | 1.04 | 1.01 | 1.06 | 0.85 | 1.03 | 1.05 | 1.08 | 0.88 | 0.98 | 1.03 | 1.07 | 0.92 |
Factors:
F1 | time:after | hardiness:hardy | population replicate:1 |
F2 | time:after | hardiness:hardy | population replicate:2 |
F3 | time:after | hardiness:susceptible | population replicate:1 |
F4 | time:after | hardiness:susceptible | population replicate:2 |
F5 | time:before | hardiness:hardy | population replicate:1 |
F6 | time:before | hardiness:hardy | population replicate:2 |
F7 | time:before | hardiness:susceptible | population replicate:1 |
F8 | time:before | hardiness:susceptible | population replicate:2 |
F9 | time:during | hardiness:hardy | population replicate:1 |
F10 | time:during | hardiness:hardy | population replicate:2 |
F11 | time:during | hardiness:susceptible | population replicate:1 |
F12 | time:during | hardiness:susceptible | population replicate:2 |