Clustering data with hclust algorithm for (Study ST000020)
(Analysis AN000039)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | F22 | F23 | F24 | F25 | F26 | F27 | F28 | F29 | F30 | F31 | F32 | F33 | F34 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Glucose | ME645338 | 0.12 | 0.12 | 0.27 | 6.59 | 64.80 | 0.20 | 0.12 | 0.19 | 0.40 | 0.17 | 0.22 | 0.17 | 0.15 | 0.32 | 0.10 | 0.20 | 0.22 | 0.15 | 0.14 | 0.23 | 0.40 | 0.23 | 0.26 | 0.14 | 0.17 | 0.12 | 0.20 | 0.27 | 0.19 | 0.17 | 0.22 | 0.18 | 0.11 | 0.19 |
Methylamine | ME645345 | 0.21 | 0.38 | 0.80 | 0.54 | 0.36 | 0.67 | 0.43 | 0.42 | 0.65 | 0.53 | 0.68 | 0.54 | 0.46 | 0.62 | 0.53 | 0.94 | 0.92 | 5.90 | 4.93 | 0.68 | 1.18 | 0.62 | 0.90 | 0.33 | 0.32 | 0.44 | 0.78 | 1.30 | 0.74 | 0.48 | 0.33 | 0.70 | 0.55 | 0.80 |
Betaine | ME645333 | 0.22 | 0.38 | 0.93 | 2.65 | 6.39 | 1.18 | 1.32 | 0.37 | 0.60 | 1.41 | 1.19 | 1.61 | 0.43 | 0.65 | 0.34 | 0.32 | 0.41 | 0.81 | 0.79 | 0.80 | 0.86 | 2.66 | 1.31 | 1.03 | 0.35 | 3.55 | 1.66 | 1.09 | 2.82 | 0.49 | 0.33 | 1.09 | 0.39 | 0.81 |
Hippurate | ME645340 | 0.46 | 0.45 | 0.87 | 0.18 | 0.31 | 0.82 | 0.43 | 0.58 | 3.34 | 1.74 | 0.74 | 0.77 | 0.56 | 0.76 | 0.27 | 2.04 | 4.39 | 0.74 | 0.47 | 0.93 | 0.13 | 0.79 | 1.09 | 0.82 | 0.40 | 0.46 | 1.70 | 1.24 | 1.19 | 0.61 | 1.67 | 0.61 | 1.47 | 2.20 |
O-Phosphocholine | ME645347 | 1.85 | 1.02 | 1.14 | 2.10 | 1.45 | 0.93 | 0.23 | 0.56 | 1.38 | 1.13 | 0.69 | 0.93 | 0.69 | 0.87 | 3.28 | 0.96 | 1.27 | 0.31 | 0.89 | 0.85 | 1.90 | 1.70 | 1.06 | 0.71 | 0.53 | 0.70 | 1.16 | 1.26 | 2.03 | 0.54 | 0.57 | 3.25 | 0.72 | 0.47 |
Phenylalanine | ME645348 | 0.27 | 0.49 | 0.87 | 1.26 | 0.43 | 0.68 | 0.79 | 0.74 | 0.90 | 0.77 | 1.04 | 0.73 | 0.68 | 0.86 | 3.16 | 0.99 | 0.80 | 0.41 | 0.67 | 2.06 | 1.28 | 1.85 | 2.39 | 0.62 | 0.57 | 0.81 | 1.08 | 1.32 | 0.52 | 0.69 | 0.43 | 2.43 | 0.76 | 0.68 |
Taurine | ME645351 | 0.39 | 0.43 | 0.75 | 0.52 | 1.40 | 1.20 | 1.34 | 0.57 | 0.71 | 0.61 | 2.14 | 1.86 | 0.70 | 2.95 | 1.76 | 0.47 | 1.82 | 0.53 | 0.57 | 1.17 | 2.01 | 2.04 | 0.98 | 0.72 | 0.41 | 0.85 | 0.81 | 1.71 | 1.76 | 0.72 | 0.49 | 1.76 | 0.60 | 1.38 |
Lysine | ME645343 | 0.49 | 0.49 | 3.56 | 0.98 | 0.69 | 0.76 | 0.60 | 0.74 | 1.44 | 0.96 | 0.78 | 0.87 | 0.77 | 1.03 | 0.57 | 0.85 | 0.71 | 0.77 | 0.62 | 2.57 | 1.32 | 0.82 | 1.00 | 0.72 | 0.69 | 0.79 | 1.15 | 0.97 | 0.87 | 0.74 | 0.67 | 0.67 | 0.58 | 0.67 |
N,N-Dimethylglycine | ME645346 | 0.76 | 0.69 | 1.02 | 2.39 | 2.06 | 0.95 | 0.49 | 0.60 | 1.26 | 0.73 | 0.79 | 1.47 | 0.99 | 1.44 | 0.71 | 0.81 | 1.08 | 1.02 | 0.69 | 0.62 | 3.35 | 2.15 | 1.06 | 1.41 | 0.85 | 0.90 | 1.16 | 1.41 | 0.68 | 1.13 | 0.50 | 1.23 | 0.89 | 0.88 |
3-Indoxylsulfate | ME645331 | 0.24 | 0.65 | 0.95 | 0.64 | 0.74 | 0.80 | 0.46 | 1.06 | 1.55 | 1.13 | 0.69 | 0.45 | 0.93 | 2.71 | 1.40 | 1.50 | 0.89 | 0.72 | 0.97 | 0.92 | 0.87 | 1.46 | 1.58 | 0.78 | 1.05 | 0.69 | 1.93 | 1.05 | 0.69 | 0.44 | 0.96 | 1.23 | 1.68 | 0.57 |
Trimethylamine | ME645352 | 0.63 | 0.91 | 1.14 | 1.00 | 0.58 | 0.73 | 0.39 | 0.86 | 1.39 | 1.15 | 0.98 | 2.12 | 0.82 | 1.99 | 0.46 | 0.91 | 0.74 | 2.24 | 1.06 | 0.67 | 1.56 | 0.92 | 1.22 | 0.64 | 0.74 | 1.47 | 1.32 | 1.26 | 0.71 | 1.02 | 0.67 | 1.25 | 0.84 | 0.54 |
Trimethylamine N-oxide | ME645353 | 0.38 | 0.78 | 1.19 | 0.63 | 1.18 | 1.26 | 0.45 | 0.54 | 1.14 | 0.76 | 0.84 | 0.84 | 1.31 | 0.72 | 1.02 | 1.07 | 1.56 | 0.05 | 0.99 | 0.95 | 2.06 | 1.58 | 1.34 | 0.65 | 0.51 | 0.68 | 0.80 | 1.29 | 1.75 | 0.87 | 0.55 | 1.49 | 0.73 | 0.69 |
Glycolate | ME645339 | 0.42 | 0.86 | 1.07 | 1.20 | 1.27 | 0.83 | 0.71 | 0.78 | 1.84 | 1.22 | 1.03 | 0.66 | 0.87 | 0.83 | 0.57 | 1.30 | 1.11 | 2.24 | 0.85 | 0.97 | 2.18 | 1.10 | 1.05 | 0.69 | 0.60 | 0.94 | 1.14 | 1.31 | 0.94 | 1.09 | 1.07 | 0.79 | 0.55 | 0.83 |
Formate | ME645337 | 0.70 | 1.14 | 0.99 | 1.52 | 1.62 | 1.08 | 1.40 | 0.91 | 1.82 | 1.05 | 1.15 | 0.83 | 0.82 | 1.04 | 1.08 | 1.01 | 0.77 | 0.72 | 0.81 | 0.85 | 1.76 | 0.61 | 1.36 | 1.07 | 0.69 | 1.09 | 1.12 | 0.76 | 1.13 | 0.91 | 0.87 | 1.14 | 0.73 | 0.51 |
Tyrosine | ME645354 | 0.37 | 0.49 | 0.96 | 1.12 | 0.97 | 0.84 | 1.44 | 0.69 | 2.19 | 0.74 | 1.20 | 1.11 | 0.93 | 0.99 | 0.76 | 0.87 | 1.26 | 0.75 | 0.65 | 0.86 | 2.11 | 0.95 | 1.33 | 1.73 | 0.67 | 1.13 | 2.04 | 1.35 | 1.05 | 0.90 | 0.80 | 1.19 | 0.68 | 0.78 |
Creatinine | ME645335 | 0.68 | 0.63 | 1.40 | 1.02 | 0.89 | 0.93 | 0.91 | 0.91 | 1.72 | 0.92 | 0.99 | 1.47 | 0.87 | 1.59 | 0.96 | 1.08 | 1.56 | 1.09 | 0.56 | 0.90 | 1.45 | 1.40 | 1.09 | 0.94 | 0.89 | 0.75 | 1.00 | 1.49 | 1.26 | 0.90 | 1.28 | 1.37 | 0.67 | 1.16 |
Dimethylamine | ME645336 | 0.69 | 0.74 | 1.31 | 0.93 | 0.69 | 1.02 | 0.87 | 1.10 | 2.48 | 1.06 | 0.88 | 1.24 | 0.98 | 1.47 | 0.99 | 1.07 | 1.15 | 0.80 | 0.81 | 0.71 | 1.64 | 0.72 | 1.07 | 0.88 | 1.10 | 0.99 | 0.97 | 1.29 | 1.10 | 0.95 | 1.01 | 1.20 | 0.76 | 0.78 |
Acetate | ME645332 | 0.32 | 0.57 | 1.47 | 0.83 | 0.62 | 1.11 | 0.45 | 0.93 | 1.50 | 1.05 | 1.00 | 0.82 | 0.72 | 1.26 | 1.01 | 1.09 | 0.92 | 0.66 | 0.82 | 1.22 | 1.54 | 0.89 | 1.33 | 0.58 | 0.85 | 1.58 | 1.25 | 1.54 | 1.12 | 0.72 | 0.53 | 1.18 | 1.01 | 0.83 |
Sarcosine | ME645349 | 0.41 | 0.75 | 1.52 | 1.30 | 0.50 | 0.93 | 0.58 | 1.55 | 1.21 | 1.03 | 0.78 | 0.97 | 0.96 | 1.34 | 0.35 | 1.55 | 1.08 | 0.89 | 0.97 | 0.95 | 2.26 | 0.71 | 0.99 | 0.84 | 0.70 | 1.00 | 1.42 | 1.09 | 1.22 | 0.86 | 0.70 | 0.87 | 0.69 | 0.85 |
Isobutyrate | ME645341 | 0.37 | 0.51 | 0.85 | 1.64 | 1.84 | 0.95 | 0.99 | 0.71 | 1.40 | 0.69 | 0.68 | 0.89 | 0.74 | 1.07 | 0.70 | 1.55 | 0.79 | 0.67 | 0.59 | 0.71 | 2.31 | 1.22 | 2.92 | 1.03 | 0.65 | 0.82 | 0.95 | 1.19 | 1.31 | 0.80 | 0.64 | 0.97 | 0.96 | 0.70 |
Lactate | ME645342 | 0.33 | 0.66 | 1.06 | 1.31 | 2.86 | 0.89 | 1.02 | 1.09 | 1.70 | 1.06 | 0.90 | 0.86 | 0.77 | 2.07 | 0.86 | 0.86 | 0.82 | 0.57 | 0.85 | 0.80 | 1.60 | 0.91 | 1.52 | 1.25 | 1.23 | 0.89 | 1.04 | 1.23 | 1.07 | 0.87 | 1.16 | 1.65 | 0.49 | 0.63 |
Methanol | ME645344 | 0.41 | 0.48 | 0.61 | 0.99 | 2.94 | 1.70 | 0.43 | 0.72 | 0.92 | 0.69 | 0.96 | 0.61 | 1.22 | 1.76 | 0.34 | 0.87 | 0.70 | 1.77 | 0.91 | 0.75 | 1.18 | 0.71 | 1.90 | 1.60 | 0.58 | 0.66 | 1.00 | 1.44 | 0.67 | 0.65 | 0.82 | 0.65 | 0.54 | 0.88 |
Creatine | ME645334 | 0.80 | 1.02 | 0.92 | 0.43 | 0.34 | 0.92 | 0.86 | 0.69 | 1.07 | 0.47 | 0.70 | 1.46 | 1.95 | 0.83 | 0.87 | 0.69 | 0.44 | 1.33 | 0.98 | 0.60 | 1.08 | 0.52 | 1.20 | 1.51 | 0.57 | 0.20 | 0.86 | 1.20 | 1.92 | 1.41 | 0.32 | 1.57 | 1.73 | 0.40 |
Succinate | ME645350 | 0.56 | 0.83 | 1.21 | 0.68 | 0.50 | 1.18 | 0.68 | 1.65 | 1.73 | 1.07 | 0.68 | 0.75 | 1.00 | 0.69 | 0.53 | 1.84 | 0.60 | 0.24 | 0.81 | 0.84 | 1.89 | 1.90 | 1.07 | 0.56 | 0.59 | 0.66 | 1.53 | 0.81 | 2.58 | 0.65 | 0.70 | 0.72 | 2.23 | 0.51 |
Factors:
F1 | Time Point:fu18 | Progressor:N | Intervention:Diet&Exer | Race:B | Gender:M |
F2 | Time Point:fu18 | Progressor:N | Intervention:Diet&Exer | Race:W | Gender:F |
F3 | Time Point:fu18 | Progressor:N | Intervention:Diet&Exer | Race:W | Gender:M |
F4 | Time Point:fu18 | Progressor:N | Intervention:Diet Only | Race:B | Gender:F |
F5 | Time Point:fu18 | Progressor:N | Intervention:Diet Only | Race:B | Gender:M |
F6 | Time Point:fu18 | Progressor:N | Intervention:Diet Only | Race:W | Gender:F |
F7 | Time Point:fu18 | Progressor:N | Intervention:Diet Only | Race:W | Gender:M |
F8 | Time Point:fu18 | Progressor:N | Intervention:Exer Only | Race:W | Gender:F |
F9 | Time Point:fu18 | Progressor:P | Intervention:Diet&Exer | Race:B | Gender:F |
F10 | Time Point:fu18 | Progressor:P | Intervention:Diet&Exer | Race:W | Gender:F |
F11 | Time Point:fu18 | Progressor:P | Intervention:Diet&Exer | Race:W | Gender:M |
F12 | Time Point:fu18 | Progressor:P | Intervention:Diet Only | Race:B | Gender:F |
F13 | Time Point:fu18 | Progressor:P | Intervention:Diet Only | Race:W | Gender:F |
F14 | Time Point:fu18 | Progressor:P | Intervention:Exer Only | Race:B | Gender:F |
F15 | Time Point:fu18 | Progressor:P | Intervention:Exer Only | Race:B | Gender:M |
F16 | Time Point:fu18 | Progressor:P | Intervention:Exer Only | Race:W | Gender:F |
F17 | Time Point:fu18 | Progressor:P | Intervention:Exer Only | Race:W | Gender:M |
F18 | Time Point:RV | Progressor:N | Intervention:Diet&Exer | Race:B | Gender:M |
F19 | Time Point:RV | Progressor:N | Intervention:Diet&Exer | Race:W | Gender:F |
F20 | Time Point:RV | Progressor:N | Intervention:Diet&Exer | Race:W | Gender:M |
F21 | Time Point:RV | Progressor:N | Intervention:Diet Only | Race:B | Gender:F |
F22 | Time Point:RV | Progressor:N | Intervention:Diet Only | Race:B | Gender:M |
F23 | Time Point:RV | Progressor:N | Intervention:Diet Only | Race:W | Gender:F |
F24 | Time Point:RV | Progressor:N | Intervention:Diet Only | Race:W | Gender:M |
F25 | Time Point:RV | Progressor:N | Intervention:Exer Only | Race:W | Gender:F |
F26 | Time Point:RV | Progressor:P | Intervention:Diet&Exer | Race:B | Gender:F |
F27 | Time Point:RV | Progressor:P | Intervention:Diet&Exer | Race:W | Gender:F |
F28 | Time Point:RV | Progressor:P | Intervention:Diet&Exer | Race:W | Gender:M |
F29 | Time Point:RV | Progressor:P | Intervention:Diet Only | Race:B | Gender:F |
F30 | Time Point:RV | Progressor:P | Intervention:Diet Only | Race:W | Gender:F |
F31 | Time Point:RV | Progressor:P | Intervention:Exer Only | Race:B | Gender:F |
F32 | Time Point:RV | Progressor:P | Intervention:Exer Only | Race:B | Gender:M |
F33 | Time Point:RV | Progressor:P | Intervention:Exer Only | Race:W | Gender:F |
F34 | Time Point:RV | Progressor:P | Intervention:Exer Only | Race:W | Gender:M |