Clustering data with hclust algorithm for (Study ST002646)
(Analysis AN004318)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
taurohyodeoxycholate | ME626892 | 0.53 | 0.33 | 1.15 | 0.67 | 1.85 | 0.23 | 2.73 | 1.25 | 2.47 | 1.38 | 0.54 | 1.02 | 0.48 | 0.30 |
tauroursodeoxycholate | ME626893 | 0.55 | 0.32 | 1.09 | 0.67 | 1.74 | 0.22 | 2.72 | 1.29 | 2.60 | 1.39 | 0.54 | 1.06 | 0.47 | 0.31 |
cholate | ME626889 | 1.11 | 0.10 | 0.88 | 0.61 | 3.23 | 1.35 | 1.66 | 0.09 | 1.49 | 1.20 | 1.32 | 0.04 | 1.48 | 0.21 |
chenodeoxycholate | ME626884 | 0.98 | 0.67 | 0.28 | 0.34 | 3.55 | 0.48 | 2.49 | 0.68 | 2.07 | 0.99 | 1.03 | 0.90 | 0.67 | 0.93 |
hyodeoxycholate | ME626882 | 0.45 | 0.30 | 0.78 | 0.59 | 4.52 | 0.43 | 1.89 | 1.02 | 2.23 | 0.94 | 0.44 | 0.89 | 0.73 | 0.46 |
ursodeoxycholate | ME626883 | 0.51 | 0.34 | 0.91 | 0.71 | 4.13 | 0.41 | 1.81 | 0.89 | 2.05 | 1.04 | 0.54 | 0.74 | 0.88 | 0.39 |
phenyllactate | ME626846 | 0.48 | 1.15 | 1.33 | 1.01 | 0.80 | 0.26 | 0.49 | 3.28 | 0.58 | 1.32 | 0.41 | 0.74 | 0.60 | 1.73 |
urate | ME626847 | 0.90 | 0.58 | 0.89 | 1.16 | 2.12 | 3.29 | 0.88 | 0.42 | 0.62 | 0.46 | 0.80 | 0.59 | 0.82 | 0.68 |
tauro-alpha-muricholate | ME626896 | 1.92 | 0.69 | 1.06 | 0.88 | 0.94 | 0.33 | 1.39 | 0.47 | 1.20 | 0.73 | 1.66 | 0.71 | 1.72 | 0.83 |
glycocholate | ME626890 | 1.86 | 0.94 | 1.09 | 0.87 | 0.38 | 0.39 | 1.71 | 0.27 | 1.03 | 0.84 | 1.64 | 0.26 | 2.10 | 0.97 |
glycohyocholate | ME626891 | 1.86 | 0.94 | 1.09 | 0.87 | 0.40 | 0.37 | 1.72 | 0.27 | 1.03 | 0.84 | 1.65 | 0.25 | 2.11 | 0.97 |
retinoate | ME626877 | 0.80 | 2.56 | 1.40 | 0.81 | 1.14 | 0.66 | 0.85 | 0.75 | 1.08 | 1.83 | 1.18 | 0.50 | 1.11 | 0.48 |
FA(20:5(5Z,8Z,11Z,14Z,17Z))) | ME626878 | 0.89 | 1.52 | 1.33 | 1.01 | 2.72 | 0.56 | 0.86 | 0.72 | 0.79 | 0.97 | 1.43 | 1.30 | 0.95 | 0.88 |
alpha-muricholate | ME626887 | 0.94 | 0.91 | 0.91 | 0.97 | 2.91 | 1.32 | 0.66 | 0.48 | 0.34 | 0.89 | 1.11 | 0.57 | 1.12 | 1.15 |
omega-muricholate | ME626888 | 0.93 | 0.91 | 0.89 | 0.98 | 3.09 | 1.22 | 0.66 | 0.49 | 0.38 | 0.89 | 1.10 | 0.57 | 1.10 | 1.15 |
lactate | ME626828 | 1.01 | 0.66 | 1.14 | 0.92 | 1.89 | 2.02 | 1.12 | 0.76 | 0.95 | 0.62 | 0.89 | 0.87 | 1.65 | 0.66 |
malate | ME626838 | 0.93 | 0.71 | 0.84 | 1.38 | 1.77 | 1.61 | 0.83 | 0.65 | 0.78 | 0.64 | 0.76 | 0.80 | 0.97 | 0.75 |
beta-muricholate | ME626886 | 0.81 | 0.74 | 0.82 | 1.02 | 2.16 | 1.50 | 0.73 | 0.52 | 0.63 | 1.41 | 0.98 | 0.55 | 0.98 | 1.14 |
hippurate | ME626852 | 0.98 | 0.82 | 0.85 | 0.87 | 2.36 | 1.88 | 0.66 | 0.40 | 0.75 | 0.73 | 0.82 | 0.79 | 1.12 | 0.98 |
3-hydroxybutyrate | ME626830 | 1.45 | 0.49 | 0.92 | 1.50 | 1.69 | 0.84 | 1.40 | 0.49 | 1.58 | 0.60 | 0.85 | 0.63 | 1.43 | 0.58 |
deoxycholate | ME626885 | 0.76 | 0.67 | 0.93 | 0.76 | 2.15 | 1.28 | 1.75 | 0.60 | 1.54 | 0.83 | 1.01 | 0.76 | 0.56 | 0.77 |
tauro-alpha-muricholate + tauro-beta-muricholiate | ME626895 | 1.59 | 1.21 | 1.11 | 1.04 | 0.67 | 0.29 | 0.93 | 0.60 | 0.73 | 1.08 | 1.32 | 1.07 | 1.05 | 1.54 |
tauro-beta-muricholate | ME626894 | 1.47 | 1.47 | 1.09 | 1.13 | 0.42 | 0.26 | 0.75 | 0.67 | 0.49 | 1.25 | 1.14 | 1.29 | 0.74 | 1.97 |
kynurenate | ME626857 | 0.72 | 0.87 | 1.21 | 0.56 | 0.84 | 0.74 | 1.96 | 1.02 | 0.60 | 0.99 | 1.18 | 0.94 | 1.45 | 1.46 |
FA(22:5) | ME626880 | 1.01 | 1.20 | 1.45 | 1.09 | 1.06 | 0.50 | 1.34 | 0.88 | 1.68 | 1.19 | 1.32 | 0.75 | 1.05 | 0.93 |
FA(16:0-COOH) | ME626875 | 0.89 | 0.72 | 1.44 | 2.00 | 1.32 | 1.00 | 0.94 | 0.75 | 0.89 | 0.77 | 0.77 | 0.64 | 0.80 | 0.78 |
FA(10:0-OH) | ME626856 | 0.83 | 0.89 | 1.63 | 1.34 | 1.29 | 0.92 | 0.96 | 0.92 | 0.93 | 0.84 | 0.84 | 0.93 | 0.83 | 0.87 |
FA(8:0-COOH) | ME626851 | 0.83 | 0.87 | 1.78 | 1.17 | 0.79 | 0.94 | 0.94 | 0.89 | 0.88 | 0.87 | 0.92 | 0.95 | 0.89 | 0.87 |
FA(12:0) | ME626860 | 0.64 | 0.96 | 2.22 | 1.45 | 0.93 | 0.94 | 0.83 | 0.76 | 0.77 | 0.98 | 0.79 | 0.65 | 0.92 | 0.76 |
FA(10:0-COOH) | ME626861 | 0.74 | 0.73 | 1.94 | 1.78 | 1.20 | 1.23 | 0.69 | 0.66 | 0.74 | 0.70 | 0.66 | 0.65 | 0.76 | 0.71 |
FA(11:0-COOH) | ME626865 | 0.72 | 0.72 | 1.96 | 1.82 | 1.01 | 0.91 | 0.80 | 0.88 | 0.82 | 0.78 | 0.70 | 0.71 | 0.72 | 0.66 |
FA(9:0-COOH) | ME626855 | 0.78 | 0.80 | 1.85 | 1.53 | 1.12 | 1.01 | 0.83 | 0.86 | 0.86 | 0.85 | 0.79 | 0.76 | 0.80 | 0.75 |
FA(12:0-OH) | ME626866 | 0.86 | 1.00 | 1.36 | 1.41 | 0.51 | 0.97 | 0.89 | 1.31 | 0.89 | 1.20 | 0.84 | 1.04 | 0.96 | 1.16 |
FA(19:1) | ME626876 | 0.54 | 1.10 | 1.25 | 1.70 | 0.51 | 1.17 | 0.70 | 1.06 | 0.66 | 1.25 | 0.75 | 1.13 | 0.63 | 1.31 |
m-hydroxybenzoate | ME626840 | 0.73 | 1.05 | 1.42 | 1.02 | 1.45 | 0.94 | 0.59 | 0.89 | 0.54 | 0.84 | 0.67 | 1.04 | 1.58 | 1.10 |
uridine | ME626869 | 0.85 | 0.77 | 0.95 | 1.13 | 1.02 | 2.03 | 0.88 | 0.60 | 0.77 | 0.57 | 0.97 | 0.72 | 1.34 | 0.66 |
2-hydroxybutyrate | ME626829 | 1.06 | 0.88 | 0.93 | 1.33 | 0.87 | 1.46 | 1.07 | 0.73 | 1.14 | 0.82 | 0.67 | 0.73 | 0.94 | 0.69 |
N-acetylleucine | ME626849 | 1.09 | 0.87 | 1.07 | 1.12 | 0.87 | 1.58 | 0.99 | 0.71 | 0.82 | 0.68 | 0.83 | 0.77 | 1.20 | 0.83 |
FA(18:4) | ME626873 | 1.07 | 1.01 | 1.18 | 0.74 | 1.78 | 0.48 | 1.01 | 0.81 | 0.89 | 0.89 | 1.30 | 1.18 | 1.46 | 0.85 |
FA(18:3) | ME626874 | 0.91 | 1.19 | 1.20 | 1.05 | 1.15 | 0.86 | 0.97 | 0.76 | 0.79 | 1.08 | 1.32 | 0.92 | 1.15 | 0.76 |
FA(22:6(4Z,7Z,10Z,16Z,19Z)) | ME626879 | 1.05 | 1.29 | 1.51 | 1.13 | 1.61 | 0.75 | 1.05 | 0.80 | 1.11 | 0.97 | 1.28 | 0.76 | 1.03 | 0.94 |
sphingosine-1P (C18) | ME626881 | 1.11 | 1.01 | 1.39 | 1.03 | 1.08 | 0.78 | 0.90 | 1.06 | 0.96 | 1.48 | 1.04 | 1.29 | 0.81 | 1.40 |
glutamate | ME626842 | 1.20 | 1.18 | 1.09 | 0.77 | 0.71 | 1.26 | 0.99 | 1.08 | 1.09 | 1.03 | 1.19 | 1.25 | 1.41 | 1.33 |
phenylalanine | ME626845 | 1.03 | 1.21 | 1.12 | 0.91 | 1.01 | 1.30 | 1.08 | 1.06 | 1.00 | 1.05 | 1.06 | 1.15 | 1.12 | 1.35 |
threonine | ME626833 | 1.07 | 1.16 | 0.96 | 0.63 | 1.03 | 1.24 | 0.94 | 1.03 | 0.87 | 1.06 | 0.95 | 1.06 | 1.13 | 1.21 |
serine | ME626831 | 1.28 | 1.11 | 1.09 | 0.99 | 0.86 | 0.81 | 1.33 | 1.05 | 1.16 | 1.18 | 1.23 | 1.07 | 1.19 | 1.14 |
glutamine | ME626841 | 1.22 | 1.05 | 0.99 | 1.13 | 1.00 | 0.80 | 1.29 | 1.19 | 1.23 | 1.15 | 1.12 | 1.08 | 1.17 | 1.01 |
histidine | ME626843 | 1.12 | 1.09 | 1.00 | 1.18 | 1.03 | 1.02 | 1.20 | 1.12 | 1.21 | 1.11 | 1.15 | 1.06 | 1.13 | 0.93 |
aspartate | ME626837 | 0.98 | 1.14 | 0.92 | 0.93 | 0.69 | 0.83 | 1.05 | 1.20 | 1.00 | 1.15 | 1.05 | 1.16 | 0.99 | 1.12 |
deoxycytidine | ME626868 | 1.03 | 1.21 | 1.14 | 0.92 | 0.35 | 0.85 | 1.01 | 1.18 | 1.05 | 1.27 | 0.92 | 1.10 | 0.82 | 1.11 |
taurine | ME626834 | 1.03 | 1.07 | 0.91 | 1.25 | 1.27 | 1.31 | 1.00 | 1.08 | 1.01 | 1.06 | 1.04 | 1.04 | 1.04 | 1.10 |
N-acetylphenylalanine | ME626864 | 0.85 | 1.06 | 0.89 | 1.25 | 1.05 | 1.14 | 0.86 | 0.87 | 0.87 | 0.94 | 0.91 | 0.92 | 0.95 | 1.14 |
tyrosine | ME626853 | 0.99 | 1.09 | 0.94 | 1.02 | 0.98 | 0.93 | 1.01 | 0.97 | 0.98 | 1.01 | 0.97 | 1.05 | 0.94 | 1.20 |
citrate | ME626859 | 1.04 | 0.94 | 1.01 | 0.97 | 1.20 | 1.17 | 0.92 | 0.97 | 0.95 | 0.97 | 0.84 | 0.98 | 0.99 | 1.02 |
gamma-glutamylleucine | ME626871 | 1.10 | 1.11 | 1.05 | 0.86 | 0.94 | 1.17 | 0.89 | 1.05 | 0.94 | 1.02 | 0.88 | 1.04 | 0.97 | 1.01 |
FA(10:0) | ME626848 | 0.72 | 0.88 | 1.10 | 1.24 | 0.99 | 0.86 | 1.08 | 0.97 | 1.01 | 1.09 | 0.94 | 0.99 | 1.04 | 0.84 |
FA(14:0-OH) | ME626870 | 0.88 | 1.01 | 1.37 | 1.42 | 0.98 | 0.82 | 0.97 | 1.12 | 0.88 | 1.10 | 0.80 | 1.01 | 0.89 | 1.13 |
FA(14:2) | ME626867 | 0.71 | 0.95 | 1.08 | 1.26 | 0.88 | 1.08 | 0.90 | 0.99 | 0.83 | 1.10 | 0.98 | 1.04 | 0.87 | 0.90 |
FA(16:0-OH) | ME626872 | 0.87 | 0.99 | 1.33 | 1.32 | 0.93 | 1.09 | 0.87 | 1.12 | 0.90 | 1.11 | 0.96 | 1.10 | 0.78 | 1.04 |
FA(8:0-OH) | ME626844 | 0.83 | 1.07 | 1.21 | 1.14 | 0.90 | 1.12 | 0.82 | 1.00 | 0.82 | 1.07 | 0.75 | 0.99 | 0.83 | 1.07 |
3-methyl-2-oxovalerate | ME626835 | 1.25 | 0.80 | 0.95 | 0.86 | 1.24 | 1.13 | 1.15 | 0.82 | 1.09 | 0.90 | 0.83 | 0.89 | 1.28 | 0.98 |
ketoleucine | ME626836 | 1.25 | 0.82 | 1.01 | 0.86 | 1.27 | 0.95 | 1.12 | 0.86 | 1.04 | 0.95 | 0.91 | 0.97 | 1.23 | 0.99 |
hydroxyindole acetate | ME626858 | 0.93 | 1.28 | 1.10 | 0.88 | 1.34 | 1.12 | 1.09 | 0.87 | 0.60 | 0.90 | 0.76 | 0.93 | 0.98 | 1.31 |
indole lactate | ME626863 | 0.81 | 0.83 | 0.90 | 0.99 | 1.71 | 1.46 | 0.82 | 0.86 | 0.91 | 0.92 | 0.80 | 1.00 | 0.96 | 0.96 |
hydroxyphenyllactic acid | ME626854 | 0.83 | 1.08 | 0.96 | 0.94 | 1.35 | 1.32 | 0.80 | 0.85 | 0.79 | 0.92 | 0.85 | 1.00 | 0.99 | 1.29 |
phenylacetate | ME626839 | 0.89 | 0.99 | 0.97 | 0.99 | 1.36 | 1.39 | 0.82 | 0.83 | 0.85 | 0.89 | 0.82 | 0.96 | 0.97 | 1.16 |
tryptophan | ME626862 | 1.07 | 0.86 | 0.95 | 0.88 | 1.48 | 1.47 | 1.03 | 0.77 | 1.01 | 0.78 | 0.85 | 0.85 | 1.06 | 0.93 |
cis-aconitate | ME626850 | 1.07 | 0.95 | 1.02 | 0.77 | 1.15 | 1.34 | 0.84 | 0.98 | 0.85 | 0.94 | 0.91 | 1.00 | 1.19 | 1.09 |
maleate | ME626832 | 1.02 | 0.96 | 0.98 | 0.76 | 1.30 | 1.47 | 0.96 | 0.87 | 0.88 | 0.83 | 0.90 | 0.99 | 1.19 | 0.97 |
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 |