Clustering data with hclust algorithm for (Study ST002686)
(Analysis AN004359)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FA(18:4) | ME635266 | 1.43 | 0.20 | 0.92 | 0.60 | 7.11 | 0.89 | 0.69 | 0.27 | 0.58 | 0.31 | 0.95 | 0.45 | 0.79 | 0.52 |
beta-muricholate | ME635295 | 0.81 | 0.41 | 0.90 | 0.96 | 5.44 | 1.06 | 0.84 | 0.30 | 0.53 | 0.90 | 1.05 | 0.26 | 0.41 | 0.94 |
cholate | ME635294 | 0.57 | 0.05 | 0.89 | 0.68 | 6.33 | 1.12 | 1.76 | 0.06 | 1.33 | 0.56 | 1.15 | 0.01 | 0.18 | 0.20 |
glycohyodeoxycholate | ME635300 | 0.81 | 0.20 | 0.75 | 0.41 | 7.55 | 0.17 | 1.74 | 1.51 | 1.32 | 0.27 | 0.43 | 0.28 | 0.32 | 0.60 |
glycoursodeoxycholate | ME635299 | 0.82 | 0.21 | 0.74 | 0.41 | 7.58 | 0.15 | 1.74 | 1.51 | 1.30 | 0.28 | 0.43 | 0.28 | 0.32 | 0.62 |
chenodeoxycholate | ME635292 | 0.65 | 0.11 | 0.76 | 0.78 | 8.72 | 0.58 | 0.92 | 0.14 | 1.45 | 0.28 | 0.74 | 0.12 | 0.22 | 0.29 |
ursodeoxycholate | ME635291 | 0.34 | 0.13 | 1.04 | 0.68 | 9.08 | 0.26 | 1.67 | 0.47 | 1.90 | 0.54 | 0.39 | 0.37 | 0.30 | 0.23 |
glycocholate | ME635301 | 0.92 | 0.31 | 0.91 | 0.70 | 0.52 | 0.23 | 0.99 | 6.98 | 0.57 | 0.24 | 0.86 | 0.04 | 0.58 | 0.76 |
glycohyocholate | ME635302 | 0.91 | 0.31 | 0.90 | 0.70 | 0.52 | 0.23 | 0.99 | 6.98 | 0.57 | 0.24 | 0.86 | 0.04 | 0.58 | 0.75 |
glycodeoxycholate | ME635298 | 0.84 | 0.48 | 0.99 | 0.60 | 0.91 | 0.35 | 1.03 | 6.08 | 0.60 | 0.65 | 0.61 | 0.36 | 0.51 | 1.74 |
taurocholate | ME635309 | 1.06 | 0.36 | 1.22 | 1.00 | 0.03 | 0.25 | 0.77 | 5.71 | 0.57 | 0.30 | 0.86 | 0.22 | 0.23 | 1.59 |
tauro-alpha-muricholate | ME635308 | 1.58 | 0.25 | 0.44 | 0.27 | 0.17 | 0.18 | 0.59 | 8.59 | 0.54 | 0.24 | 0.88 | 0.28 | 0.30 | 1.53 |
taurohyodeoxycholate | ME635303 | 0.45 | 0.24 | 0.75 | 0.65 | NA | 0.34 | 0.35 | 8.51 | 0.22 | 0.21 | 0.36 | 0.23 | 0.20 | 1.38 |
tauro-alpha-muricholate + tauro-beta-muricholiate | ME635307 | 0.63 | 0.30 | 0.89 | 0.82 | 0.07 | 0.26 | 0.40 | 7.69 | 0.28 | 0.31 | 0.49 | 0.26 | 0.16 | 2.31 |
tauro-beta-muricholate | ME635305 | 0.52 | 0.30 | 0.90 | 0.82 | 0.03 | 0.24 | 0.27 | 8.01 | 0.16 | 0.31 | 0.36 | 0.27 | 0.10 | 2.64 |
taurohyocoholate | ME635306 | 0.52 | 0.30 | 0.92 | 0.82 | 0.03 | 0.24 | 0.28 | 7.92 | 0.18 | 0.31 | 0.38 | 0.27 | 0.11 | 2.67 |
phenyllactate | ME635233 | 0.53 | 1.20 | 0.90 | 0.50 | 0.93 | 0.85 | 0.41 | 4.21 | 0.54 | 1.46 | 0.33 | 0.58 | 0.50 | 2.05 |
glycochenodeoxycholate | ME635297 | 1.91 | 0.30 | 1.21 | 0.76 | 1.09 | 0.43 | 1.73 | 3.24 | 1.27 | 0.48 | 1.42 | 0.35 | 0.76 | 0.85 |
tauroursodeoxycholate | ME635304 | 1.07 | 0.33 | 0.93 | 0.68 | 0.61 | 0.33 | 1.77 | 4.63 | 1.02 | 0.60 | 0.87 | 0.54 | 0.45 | 0.71 |
uridine | ME635258 | 0.53 | 0.82 | 0.41 | 0.27 | 2.70 | 4.24 | 0.36 | 0.66 | 0.33 | 0.36 | 0.73 | 0.53 | 0.72 | 0.89 |
threonine | ME635220 | 0.45 | 0.50 | 0.60 | 3.33 | 0.63 | 0.91 | 0.69 | 0.71 | 0.59 | 0.57 | 0.54 | 0.63 | 0.51 | 0.60 |
3-methyl-2-oxovalerate | ME635222 | 0.52 | 0.40 | 1.16 | 0.46 | 0.44 | 3.28 | 1.22 | 0.93 | 1.31 | 0.78 | 0.68 | 0.57 | 0.44 | 0.41 |
ketoleucine | ME635223 | 0.70 | 0.33 | 1.25 | 0.51 | 0.35 | 3.23 | 1.44 | 0.85 | 1.35 | 0.67 | 0.58 | 0.44 | 0.46 | 0.32 |
FA(22:0) | ME635285 | 1.91 | 0.27 | 0.84 | 0.59 | 1.52 | 2.23 | 1.50 | 0.68 | 1.38 | 0.72 | 1.14 | 0.75 | 0.89 | 1.10 |
N-acetylleucine | ME635235 | 1.44 | 0.71 | 0.65 | 0.46 | 1.19 | 2.92 | 0.98 | 0.63 | 0.99 | 0.54 | 0.93 | 0.49 | 1.16 | 0.75 |
alpha-muricholate | ME635296 | 1.46 | 0.49 | 1.01 | 0.72 | 3.34 | 0.87 | 1.30 | 0.36 | 0.57 | 0.68 | 1.78 | 0.50 | 0.85 | 0.99 |
FA(20:5(5Z,8Z,11Z,14Z,17Z))) | ME635275 | 1.54 | 0.52 | 0.93 | 0.88 | 3.16 | 1.33 | 0.76 | 0.40 | 0.78 | 0.44 | 1.32 | 0.64 | 0.94 | 0.81 |
deoxycholate | ME635293 | 0.86 | 0.45 | 1.07 | 1.06 | 1.96 | 0.84 | 1.74 | 0.53 | 1.51 | 0.76 | 1.09 | 0.66 | 0.64 | 0.81 |
FA(10:0-OH) | ME635243 | 1.66 | 0.59 | 1.90 | 1.07 | 2.11 | 0.53 | 0.79 | 0.56 | 0.68 | 0.53 | 0.87 | 0.79 | 0.71 | 1.00 |
FA(14:1) | ME635255 | 4.11 | 0.42 | 1.15 | 0.81 | 1.58 | 0.38 | 1.34 | 0.41 | 1.30 | 0.54 | 1.96 | 0.49 | 1.53 | 0.76 |
FA(14:0-OH) | ME635259 | 2.89 | 0.67 | 1.17 | 1.31 | 0.09 | 0.27 | 1.11 | 0.41 | 1.15 | 0.50 | 1.99 | 0.85 | 1.83 | 1.36 |
FA(16:0-OH) | ME635265 | 2.21 | 0.68 | 1.21 | 1.21 | 0.08 | 0.11 | 1.45 | 0.62 | 1.40 | 0.74 | 1.97 | 0.93 | 1.94 | 1.61 |
kynurenate | ME635244 | 2.97 | 0.63 | 0.91 | 0.60 | 0.53 | 0.93 | 1.00 | 0.40 | 1.33 | 0.27 | 1.91 | 0.72 | 2.40 | 0.30 |
FA(12:0-OH) | ME635253 | 3.37 | 0.56 | 1.14 | 0.66 | 0.13 | 0.50 | 1.27 | 0.42 | 1.30 | 0.47 | 2.24 | 0.54 | 1.59 | 0.69 |
FA(14:2) | ME635254 | 3.32 | 0.40 | 1.13 | 0.68 | 0.32 | 0.26 | 1.47 | 0.52 | 1.26 | 0.72 | 2.18 | 0.61 | 1.41 | 0.72 |
3-hydroxybutyrate | ME635216 | 2.16 | 0.33 | 1.17 | 0.87 | 0.40 | 0.41 | 1.92 | 0.49 | 2.35 | 0.55 | 1.35 | 0.58 | 1.34 | 0.39 |
hydroxyindole acetate | ME635245 | 4.02 | 0.57 | 1.09 | 0.64 | 0.44 | 0.34 | 1.74 | 0.79 | 1.60 | 0.79 | 1.18 | 0.61 | 0.71 | 0.44 |
indole lactate | ME635250 | 3.15 | 0.49 | 1.04 | 0.68 | 0.32 | 0.25 | 1.65 | 0.77 | 1.71 | 0.99 | 1.39 | 0.82 | 0.99 | 0.75 |
glutarate | ME635224 | 1.56 | 0.55 | 0.84 | 1.87 | 1.57 | 0.70 | 0.72 | 0.38 | 0.79 | 0.15 | 1.15 | 0.95 | 1.67 | 0.24 |
FA(8:0-COOH) | ME635237 | 1.03 | 0.76 | 1.65 | 0.90 | 1.30 | 1.71 | 0.63 | 0.81 | 0.66 | 0.60 | 0.82 | 0.66 | 0.94 | 0.63 |
FA(8:0-OH) | ME635230 | 1.07 | 0.58 | 1.38 | 1.35 | 0.67 | 1.77 | 0.72 | 0.62 | 0.79 | 0.62 | 0.82 | 0.63 | 0.92 | 0.65 |
FA(10:0-COOH) | ME635248 | 2.19 | 0.69 | 1.57 | 1.89 | 0.69 | 0.76 | 0.75 | 0.73 | 0.68 | 0.59 | 0.82 | 0.55 | 0.70 | 1.24 |
FA(16:0-COOH) | ME635272 | 1.48 | 0.63 | 1.29 | 1.86 | 1.10 | 1.24 | 1.01 | 0.59 | 1.00 | 0.54 | 0.88 | 0.55 | 0.84 | 0.93 |
FA(11:0-COOH) | ME635252 | 2.85 | 0.70 | 1.97 | 1.20 | 0.80 | 0.65 | 1.15 | 0.56 | 0.64 | 0.43 | 0.89 | 0.68 | 0.68 | 1.58 |
FA(9:0-COOH) | ME635242 | 2.66 | 0.65 | 2.11 | 1.12 | 0.60 | 0.70 | 1.18 | 0.81 | 0.82 | 0.53 | 1.00 | 0.57 | 0.74 | 0.79 |
FA(22:6(4Z,7Z,10Z,16Z,19Z)) | ME635281 | 1.20 | 0.90 | 1.05 | 1.12 | 1.61 | 1.21 | 1.06 | 0.94 | 1.02 | 0.95 | 1.24 | 1.04 | 1.05 | 1.12 |
serine | ME635217 | 1.27 | 1.24 | 0.88 | 0.71 | 1.66 | 1.22 | 1.17 | 1.02 | 1.02 | 1.11 | 1.10 | 1.20 | 1.27 | 1.21 |
FA(15:0) | ME635257 | 1.31 | 0.61 | 1.44 | 0.91 | 1.54 | 1.49 | 1.07 | 0.78 | 0.98 | 1.13 | 1.10 | 0.71 | 1.01 | 1.06 |
FA(17:0) | ME635264 | 1.48 | 0.51 | 1.38 | 0.84 | 1.56 | 1.05 | 1.43 | 0.71 | 1.18 | 1.05 | 1.39 | 0.79 | 1.10 | 1.32 |
2-hydroxybutyrate | ME635215 | 1.32 | 0.84 | 1.03 | 0.72 | 0.69 | 1.86 | 1.07 | 0.82 | 1.14 | 0.79 | 0.90 | 0.83 | 0.96 | 0.68 |
N-acetylphenylalanine | ME635251 | 1.05 | 0.71 | 0.95 | 1.24 | 0.91 | 1.44 | 1.02 | 0.85 | 0.99 | 0.81 | 0.87 | 0.91 | 0.64 | 1.02 |
retinoate | ME635274 | 0.99 | 0.97 | 1.19 | 1.17 | 0.86 | 0.97 | 1.02 | 0.98 | 1.00 | 1.06 | 1.00 | 1.00 | 1.03 | 0.96 |
urate | ME635234 | 1.58 | 1.01 | 1.00 | 0.73 | 0.85 | 1.26 | 1.01 | 0.88 | 1.01 | 0.89 | 1.09 | 0.82 | 1.00 | 1.22 |
FA(22:4) | ME635283 | 1.37 | 0.97 | 1.10 | 1.13 | 0.83 | 1.09 | 1.22 | 0.92 | 1.25 | 1.03 | 1.32 | 0.87 | 1.04 | 1.37 |
indoleacrylate | ME635241 | 1.36 | 0.85 | 0.98 | 0.92 | 0.86 | 1.03 | 1.15 | 0.90 | 1.15 | 0.89 | 1.19 | 0.90 | 0.91 | 1.03 |
sphingosine-1P (C18) | ME635289 | 1.44 | 1.11 | 0.75 | 0.45 | 1.55 | 1.28 | 1.66 | 1.20 | 1.61 | 0.94 | 1.43 | 0.93 | 1.10 | 0.85 |
hyodeoxycholate | ME635290 | 1.03 | 0.56 | 1.17 | 0.77 | 0.59 | 0.81 | 1.75 | 0.82 | 1.59 | 0.99 | 1.23 | 1.05 | 0.86 | 0.88 |
FA(18:2) | ME635268 | 1.86 | 0.70 | 1.08 | 0.54 | 1.20 | 1.21 | 1.21 | 0.81 | 1.53 | 1.16 | 1.54 | 0.97 | 1.17 | 1.15 |
FA(18:1) | ME635269 | 1.88 | 0.60 | 1.27 | 0.85 | 1.16 | 1.02 | 1.52 | 0.76 | 1.43 | 1.00 | 1.39 | 0.80 | 1.08 | 1.00 |
FA(22:5) | ME635282 | 1.89 | 0.63 | 1.06 | 1.03 | 1.34 | 0.94 | 1.49 | 0.60 | 1.66 | 0.78 | 1.63 | 0.57 | 1.23 | 1.05 |
lactate | ME635214 | 1.71 | 1.18 | 1.19 | 0.60 | 0.93 | 1.03 | 1.29 | 1.12 | 1.16 | 1.00 | 1.39 | 1.12 | 1.39 | 0.95 |
phenylalanine | ME635232 | 1.62 | 0.91 | 1.16 | 0.55 | 0.63 | 0.71 | 1.33 | 1.00 | 1.37 | 1.04 | 1.36 | 0.89 | 1.08 | 1.01 |
tyrosine | ME635239 | 1.47 | 0.84 | 1.07 | 0.58 | 0.98 | 0.93 | 1.38 | 0.95 | 1.45 | 1.01 | 1.14 | 0.77 | 1.02 | 1.02 |
gamma-glutamylisoleucine | ME635262 | 1.48 | 0.71 | 1.18 | 0.58 | 0.84 | 0.87 | 1.32 | 0.80 | 1.66 | 0.91 | 1.48 | 0.72 | 1.09 | 0.81 |
gamma-glutamylleucine | ME635263 | 1.48 | 0.70 | 1.18 | 0.58 | 0.84 | 0.87 | 1.32 | 0.79 | 1.66 | 0.91 | 1.49 | 0.72 | 1.09 | 0.81 |
hydroxyphenyllactic acid | ME635240 | 1.47 | 0.64 | 1.14 | 0.65 | 0.88 | 0.84 | 1.40 | 0.87 | 1.42 | 0.90 | 1.29 | 0.90 | 1.17 | 0.89 |
tryptophan | ME635249 | 1.72 | 0.79 | 1.10 | 0.55 | 0.76 | 0.93 | 1.33 | 0.87 | 1.44 | 0.91 | 1.33 | 0.81 | 1.11 | 0.93 |
histidine | ME635229 | 0.83 | 0.84 | 1.22 | 0.93 | 0.27 | 0.52 | 1.46 | 1.43 | 1.22 | 1.37 | 1.15 | 0.97 | 1.14 | 0.50 |
S-allylcysteine | ME635231 | 1.55 | 0.89 | 1.19 | 1.20 | 0.10 | 0.22 | 1.14 | 0.79 | 1.22 | 0.68 | 1.78 | 0.85 | 1.29 | 1.74 |
citrate | ME635246 | 1.43 | 0.66 | 1.08 | 1.56 | 0.29 | 0.22 | 1.36 | 0.82 | 1.34 | 0.81 | 1.31 | 0.84 | 1.12 | 0.78 |
glutamine | ME635227 | 1.59 | 1.13 | 1.29 | 0.76 | 0.52 | 0.62 | 1.40 | 1.25 | 1.56 | 1.21 | 1.54 | 1.04 | 1.06 | 0.88 |
cis-aconitate | ME635236 | 1.71 | 0.88 | 1.11 | 0.67 | 0.42 | 0.33 | 1.53 | 0.92 | 1.55 | 0.98 | 1.56 | 0.96 | 1.31 | 0.85 |
AMP | ME635286 | 1.59 | 0.93 | 1.08 | 1.02 | 0.25 | 0.13 | 1.46 | 0.86 | 1.47 | 0.96 | 1.53 | 0.95 | 1.17 | 1.04 |
malate | ME635226 | 1.67 | 0.99 | 1.09 | 0.86 | 0.23 | 0.13 | 1.42 | 1.06 | 1.34 | 1.03 | 1.42 | 1.18 | 1.20 | 1.03 |
succinate | ME635219 | 2.13 | 1.43 | 0.85 | 0.51 | 0.28 | 0.38 | 1.24 | 0.87 | 1.16 | 0.75 | 1.63 | 1.17 | 1.72 | 1.11 |
xanthosine | ME635270 | 2.40 | 1.37 | 1.08 | 0.83 | 0.33 | 0.37 | 1.17 | 0.68 | 1.22 | 0.76 | 1.69 | 0.63 | 1.17 | 0.98 |
FA(20:4) | ME635276 | 2.55 | 1.18 | 0.55 | 0.58 | 1.21 | 0.99 | 1.17 | 0.97 | 1.32 | 0.93 | 1.57 | 1.28 | 1.13 | 1.71 |
maleate | ME635218 | 2.39 | 0.98 | 1.01 | 0.48 | 0.28 | 0.47 | 1.41 | 0.95 | 1.31 | 1.06 | 1.40 | 1.15 | 1.04 | 1.25 |
glutamate | ME635228 | 2.72 | 1.10 | 1.04 | 0.71 | 0.75 | 0.65 | 1.34 | 0.76 | 1.15 | 0.80 | 1.50 | 1.21 | 1.31 | 1.68 |
taurine | ME635221 | 2.21 | 1.12 | 1.02 | 0.69 | 0.81 | 0.50 | 1.20 | 1.10 | 1.19 | 1.06 | 1.67 | 1.23 | 1.42 | 1.50 |
FA(24:1) | ME635287 | 2.77 | 0.26 | 0.87 | 0.56 | 0.49 | 1.55 | 1.51 | 0.54 | 1.10 | 0.75 | 1.10 | 0.83 | 1.10 | 1.24 |
hippurate | ME635238 | 2.86 | 0.65 | 1.07 | 0.54 | 0.81 | 1.25 | 0.94 | 0.31 | 1.07 | 0.72 | 1.58 | 0.77 | 1.36 | 0.71 |
FA(16:1) | ME635260 | 2.50 | 0.48 | 1.35 | 0.94 | 2.01 | 0.86 | 1.39 | 0.52 | 1.35 | 0.70 | 1.40 | 0.49 | 1.18 | 0.75 |
FA(18:3) | ME635267 | 2.20 | 0.44 | 1.26 | 0.83 | 1.88 | 1.56 | 1.25 | 0.53 | 1.11 | 0.67 | 1.28 | 0.64 | 1.07 | 0.95 |
FA(19:1) | ME635273 | 2.45 | 0.38 | 1.07 | 0.71 | 1.65 | 1.16 | 1.13 | 0.46 | 0.97 | 0.70 | 1.22 | 0.53 | 1.13 | 1.14 |
FA(12:0) | ME635247 | 3.00 | 0.50 | 1.55 | 0.98 | 1.14 | 0.55 | 1.19 | 0.47 | 1.16 | 0.62 | 1.81 | 0.42 | 1.25 | 1.24 |
FA(20:0) | ME635280 | 1.72 | 0.37 | 1.39 | 0.80 | 0.60 | 0.66 | 1.79 | 0.59 | 1.42 | 0.88 | 1.75 | 0.86 | 1.75 | 1.58 |
FA(20:1) | ME635279 | 1.99 | 0.50 | 1.31 | 0.84 | 0.76 | 0.96 | 1.58 | 0.73 | 1.29 | 0.96 | 1.46 | 0.87 | 1.36 | 1.31 |
FA(24:0) | ME635288 | 2.38 | 0.35 | 1.16 | 0.73 | 0.55 | 0.95 | 1.83 | 0.68 | 1.54 | 0.87 | 1.49 | 1.08 | 1.11 | 1.27 |
FA(18:0) | ME635271 | 1.78 | 0.53 | 1.35 | 0.78 | 0.58 | 0.60 | 1.85 | 0.76 | 1.70 | 1.04 | 1.87 | 0.77 | 1.24 | 1.05 |
FA(22:3) | ME635284 | 2.26 | 0.47 | 1.05 | 0.67 | 0.63 | 0.54 | 1.74 | 0.56 | 1.50 | 0.84 | 1.80 | 0.50 | 1.16 | 1.21 |
FA(14:0) | ME635256 | 2.31 | 0.47 | 1.34 | 0.86 | 1.30 | 0.56 | 1.70 | 0.56 | 1.71 | 0.66 | 1.85 | 0.54 | 1.30 | 0.88 |
FA(16:0) | ME635261 | 1.99 | 0.57 | 1.37 | 0.86 | 1.17 | 0.41 | 1.65 | 0.78 | 1.51 | 0.99 | 1.66 | 0.77 | 1.24 | 1.08 |
aspartate | ME635225 | 2.59 | 0.78 | 1.13 | 0.71 | 1.01 | 0.58 | 1.25 | 0.71 | 1.17 | 0.79 | 1.21 | 0.82 | 1.02 | 1.09 |
FA(20:2) | ME635278 | 2.39 | 0.53 | 1.22 | 0.80 | 1.32 | 1.14 | 1.41 | 0.62 | 1.12 | 0.84 | 1.48 | 0.67 | 1.22 | 1.33 |
FA(20:3) | ME635277 | 2.36 | 0.48 | 1.03 | 0.67 | 1.17 | 0.87 | 1.46 | 0.52 | 1.31 | 0.68 | 1.62 | 0.50 | 1.19 | 0.90 |
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 |