Clustering data with hclust algorithm for (Study ST003617)
(Analysis AN005943)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1-Methylhistidine | ME936391 | 0.07 | 0.66 | 1.20 | 1.10 | 1.30 | 1.37 | 6.84 | 0.08 | 1.71 | 1.47 | 1.39 | 1.56 | 1.62 |
| Histidine | ME936414 | 2.51 | 0.07 | 0.03 | 0.75 | 0.13 | 0.00 | NA | 2.44 | 0.14 | 0.11 | 0.21 | 0.14 | 0.85 |
| Cytidine | ME936405 | 2.16 | 0.09 | 0.29 | 0.63 | 0.26 | 0.21 | 0.72 | 2.19 | 0.20 | 0.52 | 0.21 | 0.42 | 0.48 |
| Glycerolphosphorylcholine | ME936410 | 2.34 | 0.25 | 0.21 | 1.25 | 0.35 | 0.20 | 0.30 | 2.25 | 0.25 | 0.31 | 0.25 | 0.25 | 0.30 |
| Guanosine | ME936413 | 0.35 | 1.48 | 1.73 | 1.19 | 1.15 | 1.16 | 2.81 | 0.14 | 1.16 | 1.67 | 1.50 | 1.23 | 1.30 |
| 4-Aminohippurate | ME936393 | 0.19 | 2.61 | 1.14 | 0.36 | 1.36 | 2.04 | 2.41 | 0.24 | 1.41 | 1.16 | 0.40 | 2.07 | 0.95 |
| Succinimide | ME936434 | 0.54 | 2.75 | 1.35 | 1.59 | 1.33 | 1.00 | 2.25 | 0.52 | 0.90 | 1.10 | 0.53 | 1.47 | 0.95 |
| Adenosine monophosphate | ME936396 | 0.17 | 0.98 | 0.89 | 1.09 | 1.55 | 1.69 | 0.15 | NA | 2.39 | 1.21 | 1.18 | 1.69 | 1.99 |
| Methylmalonate | ME936422 | 0.65 | 0.73 | 1.60 | 2.35 | 1.48 | 1.13 | 1.27 | 0.63 | 1.78 | 0.94 | 0.77 | 1.41 | 0.84 |
| Succinate | ME936433 | 1.24 | 0.41 | 2.04 | 1.67 | 0.89 | 0.59 | 0.41 | 1.16 | 0.50 | 0.99 | 0.61 | 0.98 | 0.75 |
| N-Dimethylglycine | ME936424 | 0.87 | 0.86 | 0.46 | 0.89 | 0.87 | 0.76 | 1.67 | 0.92 | 0.96 | 0.95 | 2.47 | 1.41 | 1.05 |
| Unknown-3 | ME936441 | 0.78 | 0.90 | 0.82 | 1.08 | 1.51 | 1.21 | 0.62 | 0.86 | 1.65 | 0.84 | 1.25 | 1.18 | 0.85 |
| alpha-Glucose | ME936448 | 0.69 | 0.90 | 0.58 | 0.57 | 1.44 | 1.57 | 0.35 | 0.55 | 1.68 | 0.92 | 2.00 | 1.44 | 0.93 |
| beta-Glucose | ME936450 | 0.74 | 1.10 | 0.60 | 0.74 | 1.32 | 1.63 | 0.65 | 0.67 | 1.78 | 0.91 | 1.63 | 1.35 | 0.87 |
| Fumarate | ME936406 | 0.61 | 1.59 | 0.48 | 0.10 | 1.45 | 1.21 | NA | 0.68 | 1.22 | 1.31 | 1.94 | 0.77 | 1.22 |
| Glycogen | ME936412 | 0.47 | 1.16 | 1.14 | 0.51 | 1.69 | 1.13 | 0.16 | 0.40 | 0.89 | 1.13 | 2.12 | 1.23 | 1.38 |
| Uracil | ME936443 | 0.65 | 0.73 | 2.02 | 0.90 | 0.91 | 0.75 | 1.21 | 0.60 | 1.11 | 1.61 | 1.03 | 1.10 | 1.29 |
| Asparagine | ME936399 | 0.82 | 1.16 | 1.72 | 1.47 | 0.97 | 1.11 | 1.61 | 0.75 | 1.22 | 1.07 | 0.87 | 1.11 | 1.20 |
| Choline | ME936403 | 0.73 | 1.06 | 1.42 | 1.41 | 0.94 | 0.81 | 2.39 | 0.73 | 0.94 | 1.26 | 1.38 | 1.02 | 1.32 |
| Betaine | ME936401 | 0.80 | 1.03 | 0.99 | 0.40 | 1.01 | 1.06 | 1.88 | 0.83 | 1.05 | 1.12 | 1.41 | 1.14 | 1.21 |
| Taurine | ME936435 | 0.58 | 0.93 | 1.31 | 0.47 | 1.24 | 1.28 | 1.64 | 0.49 | 1.29 | 1.28 | 1.56 | 1.20 | 1.27 |
| Creatine | ME936404 | 0.96 | 1.15 | 1.60 | 0.31 | 0.79 | 0.84 | 1.37 | 1.05 | 0.82 | 1.10 | 1.68 | 0.89 | 1.12 |
| Malonate | ME936420 | 1.01 | 1.35 | 1.01 | 0.64 | 0.85 | 0.78 | 1.54 | 1.06 | 0.82 | 1.13 | 0.85 | 1.01 | 0.97 |
| Nicotinate | ME936428 | 0.77 | 1.45 | 1.39 | 0.85 | 0.94 | 0.91 | 1.47 | 0.77 | 0.78 | 1.29 | 1.15 | 1.11 | 1.12 |
| beta-Galactose | ME936449 | 1.39 | 0.64 | 0.80 | 0.74 | 0.85 | 1.17 | 1.08 | 1.43 | 1.10 | 0.65 | 0.56 | 0.86 | 0.69 |
| 3-Hydroxybutyrate | ME936392 | 1.02 | 0.76 | 0.51 | 1.42 | 1.11 | 1.26 | 0.86 | 0.77 | 1.40 | 0.86 | 0.68 | 1.07 | 1.30 |
| Sarcosine | ME936431 | 0.81 | 1.24 | 0.90 | 1.00 | 1.23 | 1.43 | 0.75 | 0.95 | 1.02 | 0.88 | 0.59 | 1.09 | 1.17 |
| Lactate | ME936417 | 0.88 | 0.82 | 1.53 | 1.03 | 1.08 | 1.04 | 0.71 | 0.79 | 0.86 | 1.21 | 1.03 | 1.05 | 1.00 |
| Unknown-1 | ME936439 | 0.78 | 0.98 | 1.20 | 1.35 | 1.12 | 1.01 | 1.14 | 0.80 | 0.98 | 1.07 | 1.18 | 1.10 | 1.23 |
| Trimethylamino N-oxide | ME936436 | 1.20 | 0.78 | 0.65 | 1.62 | 0.95 | 0.93 | 0.71 | 1.23 | 0.98 | 0.86 | 1.05 | 0.87 | 0.74 |
| Unknown-2 | ME936440 | 1.16 | 1.09 | 0.79 | 1.26 | 0.95 | 0.96 | 0.68 | 1.13 | 0.81 | 0.87 | 0.98 | 0.86 | 0.98 |
| N-Acetylaspartate | ME936425 | 1.22 | 0.59 | 0.86 | 0.97 | 0.98 | 0.87 | 1.10 | 1.29 | 0.96 | 0.80 | 0.96 | 0.87 | 0.84 |
| Serine | ME936432 | 1.11 | 0.88 | 0.80 | 1.01 | 1.01 | 1.01 | 1.01 | 1.20 | 1.07 | 0.80 | 1.05 | 0.90 | 0.97 |
| 6-Methyladenine | ME936394 | 1.02 | 1.16 | 1.10 | 1.25 | 1.02 | 0.91 | 1.00 | 0.97 | 1.06 | 1.00 | 0.81 | 1.05 | 0.90 |
| Methionine | ME936421 | 0.94 | 0.98 | 1.11 | 1.08 | 0.98 | 1.03 | 1.10 | 0.94 | 1.17 | 1.04 | 0.88 | 1.10 | 1.01 |
| alpha-Amino-N-butyrate | ME936447 | 1.07 | 1.06 | 0.94 | 0.99 | 0.86 | 0.95 | 1.03 | 1.11 | 1.41 | 0.93 | 0.82 | 1.11 | 0.86 |
| Aspartate | ME936400 | 0.92 | 1.16 | 0.96 | 1.04 | 0.86 | 0.87 | 0.83 | 1.13 | 1.20 | 1.07 | 0.89 | 0.97 | 1.12 |
| Butyrate | ME936402 | 1.17 | 1.06 | 0.68 | 1.12 | 0.85 | 0.93 | 1.62 | 1.23 | 0.98 | 0.79 | 0.70 | 1.03 | 0.93 |
| Tryptophan | ME936437 | 0.79 | 0.92 | 1.21 | 1.05 | 1.07 | 1.08 | 1.36 | 0.78 | 1.51 | 1.23 | 1.05 | 1.10 | 0.95 |
| Tyrosine | ME936438 | 0.80 | 0.93 | 1.00 | 1.17 | 1.01 | 1.08 | 1.46 | 0.79 | 1.61 | 1.06 | 1.05 | 1.20 | 1.19 |
| Valine | ME936446 | 0.82 | 0.98 | 1.05 | 1.21 | 1.00 | 1.14 | 1.40 | 0.82 | 1.54 | 1.06 | 0.99 | 1.19 | 1.11 |
| Isoleucine | ME936416 | 0.89 | 0.94 | 1.00 | 1.23 | 0.98 | 1.09 | 1.45 | 0.90 | 1.59 | 1.00 | 0.94 | 1.16 | 1.04 |
| Phenylalanine | ME936429 | 0.84 | 0.99 | 0.98 | 1.21 | 0.96 | 1.10 | 1.56 | 0.84 | 1.55 | 1.04 | 0.99 | 1.19 | 1.12 |
| Arginine | ME936398 | 0.97 | 0.95 | 0.93 | 1.23 | 0.94 | 0.98 | 1.68 | 1.02 | 1.20 | 0.91 | 0.89 | 1.11 | 1.10 |
| Leucine | ME936418 | 0.94 | 0.93 | 0.91 | 1.24 | 0.94 | 1.03 | 1.49 | 0.95 | 1.43 | 0.96 | 0.97 | 1.13 | 1.07 |
| Lysine | ME936419 | 0.92 | 0.98 | 0.91 | 1.16 | 0.93 | 1.04 | 1.53 | 0.96 | 1.32 | 0.98 | 0.94 | 1.08 | 1.17 |
| Nicotinamide | ME936426 | 0.81 | 1.21 | 1.53 | 0.99 | 1.01 | 0.91 | NA | 0.89 | 0.95 | 1.15 | 1.14 | 1.08 | 1.18 |
| Uridine | ME936444 | 1.53 | 0.87 | 0.43 | 0.37 | 0.63 | 0.72 | 0.24 | 1.65 | 0.35 | 0.72 | 0.59 | 0.92 | 0.68 |
| myo-Inositol | ME936423 | 1.40 | 0.89 | 0.58 | 0.36 | 0.73 | 0.78 | 1.05 | 1.38 | 0.39 | 0.91 | 0.77 | 0.82 | 0.78 |
| Glutamine | ME936408 | 1.35 | 0.62 | 0.90 | 0.82 | 0.71 | 0.84 | 0.84 | 1.37 | 0.46 | 0.94 | 0.62 | 0.90 | 0.76 |
| Inosine | ME936415 | 1.36 | 1.01 | 0.70 | 0.75 | 0.91 | 0.63 | 0.59 | 1.43 | 0.24 | 0.84 | 0.69 | 0.96 | 0.57 |
| Unknown-4 | ME936442 | 1.13 | 1.34 | 1.03 | 0.49 | 0.97 | 0.68 | 0.42 | 1.34 | 0.50 | 0.99 | 1.18 | 0.73 | 0.82 |
| Uridine diphosphate glucose | ME936445 | 1.34 | 1.34 | 1.31 | 0.47 | 0.80 | 0.49 | 0.39 | 1.48 | 0.23 | 0.83 | 1.45 | 0.88 | 0.54 |
| Adenine | ME936395 | 1.04 | 1.47 | 1.18 | 0.79 | 0.83 | 0.81 | 0.64 | 1.05 | 0.70 | 1.17 | 0.73 | 0.91 | 1.02 |
| Glycerol | ME936409 | 0.99 | 1.41 | 0.70 | 0.74 | 0.96 | 1.01 | 0.67 | 1.09 | 0.77 | 1.08 | 1.06 | 0.90 | 0.93 |
| Phosphocholine | ME936430 | 1.14 | 1.18 | 0.72 | 0.68 | 0.83 | 0.66 | 0.88 | 1.29 | 0.46 | 0.96 | 1.25 | 0.86 | 1.04 |
| Glutamate | ME936407 | 1.30 | 0.94 | 0.50 | 0.41 | 0.82 | 0.80 | 0.85 | 1.20 | 0.87 | 0.95 | 0.85 | 0.84 | 0.95 |
| Alanine | ME936397 | 1.29 | 1.17 | 0.78 | 0.63 | 0.70 | 0.84 | 0.84 | 1.31 | 0.77 | 0.91 | 0.80 | 0.81 | 0.94 |
| Glycine | ME936411 | 1.19 | 1.26 | 0.98 | 0.47 | 0.82 | 0.79 | 0.73 | 1.17 | 0.73 | 1.04 | 0.89 | 0.84 | 0.92 |
Factors:
| F1 | Gender:female | AJCC stage:/ |
| F2 | Gender:female | AJCC stage:IA |
| F3 | Gender:female | AJCC stage:IB |
| F4 | Gender:female | AJCC stage:IIA |
| F5 | Gender:female | AJCC stage:IIB |
| F6 | Gender:female | AJCC stage:III |
| F7 | Gender:male | AJCC stage:- |
| F8 | Gender:male | AJCC stage:/ |
| F9 | Gender:male | AJCC stage:IA |
| F10 | Gender:male | AJCC stage:IB |
| F11 | Gender:male | AJCC stage:IIA |
| F12 | Gender:male | AJCC stage:IIB |
| F13 | Gender:male | AJCC stage:III |