Clustering data with hclust algorithm for Diet, genetics and gut microbiome drive dynamic changes in plasma metabolites [plasma] (Study ST000879)
HILIC NEGATIVE ION MODE (Analysis AN001430)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Hippuric acid | ME226908 | 0.82 | 5.14 | 0.53 | 0.77 | 0.75 | 0.66 | 0.57 | 0.66 | 0.30 | 0.62 | 0.60 | 0.46 |
Glutathione | ME226905 | 0.90 | 1.55 | 3.86 | 0.60 | 0.46 | 1.85 | 0.74 | 0.69 | 0.56 | 0.32 | 0.52 | 0.65 |
Indoxyl sulfate | ME226943 | 0.19 | 1.18 | 4.27 | 0.77 | 0.89 | 0.25 | 0.87 | 0.14 | 2.18 | 0.20 | 0.87 | NA |
Lactose | ME226914 | 0.88 | 0.05 | 0.12 | 0.52 | 0.06 | 4.16 | 2.62 | 1.46 | 1.28 | 0.44 | 0.07 | 0.13 |
Adenine | ME226884 | 1.49 | 0.46 | 0.81 | 1.34 | 0.52 | 1.86 | 1.09 | 0.58 | 2.94 | 0.63 | 0.90 | 0.19 |
6-Phosphogluconic acid | ME226947 | 1.30 | 0.20 | 0.25 | 1.49 | 0.36 | 0.96 | 1.81 | 1.15 | 0.34 | 2.83 | 0.67 | 0.45 |
Guanosine | ME226907 | 1.52 | 1.28 | 0.32 | 1.06 | 0.36 | 0.53 | 2.69 | 0.75 | 0.64 | 1.58 | 0.70 | 0.40 |
hexose diphosphate | ME226901 | 1.37 | 0.23 | 0.36 | 1.62 | 0.38 | 1.05 | 3.45 | 0.63 | 0.34 | 1.30 | 0.57 | 0.53 |
IMP | ME226910 | 1.80 | 0.03 | 0.19 | 1.38 | 0.08 | 1.39 | 3.68 | 0.35 | 0.46 | 1.44 | 0.54 | 0.33 |
UDP-glucuronic acid | ME226933 | 1.40 | NA | 0.46 | 1.06 | 0.34 | 0.78 | 2.05 | 1.50 | 0.95 | 1.28 | 0.60 | 0.65 |
adenylosuccinate | ME226885 | 0.67 | NA | NA | 1.30 | 0.20 | 0.86 | 2.28 | 1.37 | 0.33 | 1.49 | 0.46 | 0.31 |
GMP | ME226906 | 0.92 | 0.24 | 0.21 | 1.17 | 0.37 | 1.35 | 2.63 | 1.38 | 0.35 | 1.53 | 0.51 | 0.19 |
CDP | ME226891 | 0.77 | NA | 0.24 | 1.32 | 0.30 | 1.46 | 1.79 | 1.14 | 0.57 | 1.54 | 0.60 | 0.40 |
NADP+ | ME226916 | 0.50 | NA | 0.38 | 1.20 | 0.65 | 1.05 | 1.72 | 1.14 | 0.43 | 1.68 | 0.49 | 1.01 |
2-Phosphoglyceric acid | ME226878 | 1.28 | 0.35 | 0.30 | 1.93 | 0.64 | 0.93 | 2.53 | 0.65 | 0.34 | 1.70 | 0.70 | 0.49 |
3-Phosphoglyceric acid | ME226879 | 1.22 | 0.39 | 0.28 | 1.87 | 0.62 | 0.92 | 2.68 | 0.64 | 0.30 | 1.78 | 0.63 | 0.50 |
DHAP/glyceraldehyde 3P | ME226897 | 1.34 | 0.40 | 0.61 | 1.44 | 0.57 | 1.09 | 1.98 | 0.98 | 0.65 | 1.34 | 0.60 | 0.61 |
Phosphoenolpyruvic acid | ME226920 | 1.18 | 0.52 | 0.48 | 1.43 | 0.80 | 0.87 | 2.41 | 0.85 | 0.50 | 1.28 | 0.94 | 0.60 |
AMP | ME226888 | 1.40 | 0.10 | 0.18 | 1.47 | 0.21 | 1.43 | 2.76 | 0.99 | 0.52 | 1.63 | 0.58 | 0.52 |
ADP | ME226889 | 1.39 | 0.16 | 0.31 | 1.42 | 0.21 | 1.78 | 2.64 | 0.74 | 0.63 | 1.48 | 0.52 | 0.54 |
GDP | ME226903 | 1.28 | 0.23 | 0.34 | 1.48 | 0.29 | 1.84 | 2.27 | 0.81 | 0.57 | 1.52 | 0.45 | 0.74 |
UDP-glucose | ME226932 | 1.08 | 0.22 | 0.37 | 1.23 | 0.51 | 1.94 | 2.48 | 1.04 | 0.48 | 1.52 | 0.39 | 0.58 |
Erythrose 4-phosphate | ME226898 | 1.20 | 0.30 | 0.46 | 1.35 | 0.40 | 1.62 | 2.76 | 0.80 | 0.49 | 1.53 | 0.56 | 0.38 |
Fructose-6-phosphate | ME226899 | 1.00 | 0.32 | 0.58 | 1.30 | 0.45 | 1.80 | 2.70 | 1.03 | 0.52 | 1.36 | 0.48 | 0.35 |
CMP | ME226894 | 1.03 | 0.08 | 0.32 | 1.37 | 0.27 | 1.18 | 2.96 | 1.01 | 0.62 | 2.45 | 0.30 | 0.24 |
UDP | ME226931 | 1.07 | 0.06 | 0.14 | 1.28 | 0.13 | 1.85 | 3.32 | 1.28 | 0.49 | 1.70 | 0.25 | 0.21 |
UMP | ME226930 | 1.11 | 0.07 | 0.21 | 1.18 | 0.17 | 1.53 | 3.01 | 1.31 | 0.48 | 1.78 | 0.25 | 0.28 |
Thymine | ME226929 | 0.77 | 0.47 | 1.45 | 0.97 | 0.53 | 1.03 | 2.08 | 0.69 | 1.64 | 0.87 | 0.43 | 1.20 |
Hypoxanthine | ME226909 | 1.72 | 1.33 | 0.94 | 2.16 | 0.36 | 1.26 | 1.35 | 0.72 | 0.56 | 0.77 | 0.48 | 0.31 |
Inosine | ME226911 | 1.73 | 1.57 | 1.27 | 1.45 | 0.21 | 1.10 | 1.54 | 0.84 | 0.69 | 1.00 | 0.40 | 0.27 |
Sucrose | ME226928 | 0.64 | 0.30 | 0.39 | 1.04 | 1.38 | 1.98 | 1.36 | 1.03 | 0.98 | 0.47 | 1.37 | 0.91 |
Glycerol 3-phosphate | ME226880 | 1.12 | 1.04 | 1.50 | 1.25 | 0.68 | 1.33 | 1.37 | 0.83 | 0.57 | 1.12 | 0.75 | 0.56 |
Myo-inositol | ME226951 | 1.36 | 1.27 | 1.25 | 1.37 | 0.73 | 1.12 | 1.36 | 0.64 | 0.63 | 0.95 | 0.71 | 0.65 |
3-methyladipate/pimelate | ME226946 | 1.52 | 1.19 | 0.94 | 1.24 | 0.97 | 0.82 | 0.87 | 0.72 | 0.50 | 1.12 | 1.03 | 0.75 |
Xanthine | ME226937 | 1.26 | 1.36 | 0.75 | 1.53 | 0.88 | 1.06 | 1.20 | 0.95 | 0.42 | 0.90 | 0.97 | 0.65 |
glycodeoxycholate/glycochenodeoxycholate | ME226941 | 0.59 | 1.06 | 0.83 | 0.72 | 1.24 | 1.05 | 0.87 | 1.12 | 1.28 | 0.83 | 1.48 | 0.90 |
Oxoglutaric acid | ME226887 | 0.86 | 1.16 | 1.35 | 0.90 | 1.57 | 0.87 | 0.66 | 0.86 | 0.86 | 0.64 | 1.32 | 1.04 |
Kynurenine | ME226912 | 0.92 | 1.08 | 0.77 | 1.17 | 0.96 | 0.99 | 1.17 | 1.08 | 0.69 | 1.53 | 0.89 | 0.69 |
Oxalic acid | ME226918 | 0.94 | 1.01 | 0.87 | 1.07 | 0.83 | 1.05 | 1.18 | 1.19 | 0.89 | 1.18 | 0.91 | 0.85 |
phosphotyrosine | ME226921 | 1.42 | 0.73 | 1.10 | 1.07 | 1.15 | 1.07 | 0.88 | 0.96 | 0.89 | 1.01 | 1.01 | 0.77 |
Uridine | ME226936 | 1.07 | 0.88 | 0.84 | 1.59 | 0.92 | 1.22 | 0.95 | 1.08 | 0.75 | 0.87 | 1.14 | 0.66 |
Methylmalonic acid | ME226927 | 1.15 | 1.03 | 0.83 | 1.24 | 1.02 | 1.42 | 0.84 | 1.08 | 0.66 | 0.77 | 1.07 | 0.81 |
Succinic acid | ME226926 | 1.10 | 1.16 | 1.05 | 1.21 | 0.93 | 1.16 | 0.84 | 0.94 | 0.80 | 0.82 | 1.10 | 0.90 |
3^,5^ cyclic AMP | ME226890 | 0.69 | 0.99 | 1.25 | 1.35 | 1.24 | 0.72 | 1.14 | 0.91 | 1.03 | 0.77 | 1.01 | 0.94 |
Alpha-hydoxy butyric acid | ME226948 | 0.60 | 0.79 | 0.96 | 1.06 | 0.87 | 1.25 | 0.85 | 0.95 | 1.25 | 0.99 | 1.15 | 1.27 |
5-methyl-THF | ME226882 | 1.04 | 1.03 | 1.22 | 0.82 | 1.07 | 0.93 | 0.85 | 1.38 | 0.95 | 0.80 | 0.92 | 1.05 |
Cytidine | ME226896 | 1.04 | 0.93 | 0.77 | 1.06 | 1.11 | 0.79 | 1.17 | 0.77 | 0.98 | 1.10 | 1.06 | 1.16 |
Citric acid | ME226892 | 0.94 | 0.93 | 0.99 | 1.16 | 1.22 | 0.95 | 0.99 | 0.82 | 0.97 | 1.00 | 1.01 | 1.01 |
Trans-Aconitic acid | ME226883 | 0.94 | 0.88 | 0.91 | 1.24 | 1.33 | 0.99 | 0.93 | 0.84 | 0.89 | 1.03 | 1.05 | 0.94 |
glycocholate-d4 (internal standard) | ME226876 | 0.84 | 1.11 | 1.29 | 0.84 | 0.94 | 1.21 | 0.77 | 0.91 | 1.09 | 0.82 | 0.93 | 1.31 |
inosine-15N4 (internal standard) | ME226875 | 1.00 | 1.02 | 0.95 | 1.05 | 0.98 | 1.03 | 1.00 | 0.97 | 0.97 | 1.03 | 0.98 | 1.01 |
thymine-d4 (internal standard) | ME226874 | 1.07 | 1.12 | 1.15 | 0.98 | 0.97 | 0.95 | 0.99 | 0.88 | 1.06 | 0.93 | 0.99 | 0.96 |
Lactic acid | ME226913 | 0.92 | 1.11 | 1.15 | 1.01 | 1.13 | 1.19 | 0.83 | 0.86 | 1.11 | 0.72 | 1.02 | 0.99 |
Hexose | ME226900 | 0.99 | 1.02 | 1.05 | 1.00 | 0.95 | 1.15 | 0.88 | 0.95 | 1.09 | 0.89 | 0.96 | 1.07 |
Sorbitol | ME226925 | 0.93 | 1.07 | 0.96 | 1.12 | 1.03 | 1.22 | 0.83 | 0.96 | 1.08 | 0.86 | 0.96 | 0.97 |
Propionic acid | ME226922 | 1.08 | 0.85 | 0.72 | 1.28 | 1.42 | 0.49 | 0.84 | 0.86 | 1.22 | 1.30 | 1.30 | 0.52 |
Orotic acid | ME226917 | 1.09 | 1.03 | 0.80 | 1.03 | 1.67 | 0.74 | 0.91 | 0.92 | 0.80 | 1.08 | 1.18 | 0.71 |
fumarate/maleate | ME226902 | 0.94 | 0.97 | 0.74 | 1.22 | 1.46 | 0.66 | 1.07 | 1.16 | 0.58 | 1.09 | 1.31 | 0.75 |
Malic acid | ME226915 | 0.88 | 1.00 | 0.70 | 1.21 | 1.56 | 0.62 | 1.10 | 1.18 | 0.56 | 1.05 | 1.30 | 0.77 |
4-Hydroxybenzaldehyde | ME226953 | 1.08 | 0.88 | 0.84 | 1.09 | 1.41 | 1.03 | 0.70 | 1.24 | 0.63 | 1.19 | 1.02 | 0.85 |
Isocitric acid | ME226893 | 1.12 | 0.51 | 0.68 | 1.39 | 1.49 | 0.96 | 0.96 | 0.97 | 0.78 | 1.17 | 1.04 | 0.85 |
Adipic acid | ME226886 | 1.22 | 0.91 | 0.64 | 1.90 | 1.07 | 0.58 | 1.37 | 0.94 | 0.41 | 1.36 | 1.05 | 0.45 |
beta-hydroxybutyric acid | ME226949 | 0.79 | 0.55 | 0.77 | 1.70 | 0.80 | 0.54 | 1.79 | 0.85 | 0.72 | 1.84 | 0.60 | 1.00 |
pentose monophosphate | ME226924 | 1.42 | 0.57 | 0.91 | 1.52 | 0.56 | 1.24 | 1.37 | 0.94 | 0.79 | 1.47 | 0.54 | 0.66 |
Phosphocreatine | ME226945 | 1.02 | 0.49 | 0.64 | 1.24 | 0.95 | 1.46 | 1.51 | 0.64 | 0.84 | 1.42 | 0.79 | 0.91 |
Uracil | ME226934 | 1.13 | 0.58 | 0.78 | 1.53 | 0.84 | 1.08 | 1.29 | 0.75 | 1.10 | 1.22 | 0.80 | 0.84 |
mevalonate 5-phosphate | ME226952 | 0.44 | 0.39 | 1.23 | 0.82 | 0.96 | 1.29 | 0.66 | NA | 0.90 | 1.23 | 0.75 | 1.30 |
Quinolinic acid | ME226923 | 0.70 | 1.26 | 1.81 | 0.69 | 1.12 | 0.93 | 0.82 | 0.94 | 1.28 | 0.95 | 0.91 | 0.81 |
2-hydroxyglutaric acid | ME226950 | 0.80 | 0.60 | 1.94 | 0.71 | 0.90 | 1.57 | 0.63 | 0.52 | 1.36 | 0.60 | 0.70 | 1.89 |
4-Pyridoxic acid | ME226881 | 1.16 | 1.17 | 1.43 | 1.00 | 0.68 | 1.29 | 0.58 | 0.78 | 1.36 | 0.78 | 0.76 | 1.10 |
Pantothenic acid | ME226919 | 0.78 | 0.90 | 1.52 | 0.94 | 1.02 | 1.76 | 0.58 | 0.78 | 1.15 | 0.57 | 0.83 | 1.31 |
Cystathionine | ME226895 | 0.73 | 1.22 | 1.29 | 0.77 | 1.39 | 0.81 | 0.72 | 0.77 | NA | 0.18 | 1.36 | 0.84 |
Glucuronic acid | ME226904 | 1.46 | 1.82 | 1.99 | 1.20 | 1.00 | 0.58 | 0.96 | 0.80 | 0.42 | 0.75 | 0.71 | 0.56 |
Uric acid | ME226935 | 0.03 | 0.02 | 4.33 | 3.05 | 0.03 | 0.04 | 0.17 | 0.03 | 5.00 | 0.09 | 0.02 | 0.02 |
Glycocholic Acid | ME226939 | 3.32 | 0.26 | 6.88 | 0.93 | 0.26 | 0.29 | 0.23 | 0.19 | 0.43 | 0.33 | 0.14 | 0.36 |
Taurocholic acid | ME226940 | 2.68 | 0.01 | 6.12 | 2.90 | 0.00 | 0.04 | 0.23 | 0.01 | 0.01 | 0.94 | 0.01 | 0.34 |
taurodeoxycholate/taurochenodeoxycholate | ME226942 | 2.52 | 0.01 | 6.83 | 1.93 | 0.00 | 0.03 | 0.15 | 0.01 | 0.03 | 0.49 | 0.01 | 0.23 |
Factors:
F1 | Diet:Chow | Treatment:none | Strain:129Jax |
F2 | Diet:Chow | Treatment:none | Strain:129Tac |
F3 | Diet:Chow | Treatment:none | Strain:B6Jax |
F4 | Diet:HFD | Treatment:metronidazole | Strain:129Jax |
F5 | Diet:HFD | Treatment:metronidazole | Strain:129Tac |
F6 | Diet:HFD | Treatment:metronidazole | Strain:B6Jax |
F7 | Diet:HFD | Treatment:placebo | Strain:129Jax |
F8 | Diet:HFD | Treatment:placebo | Strain:129Tac |
F9 | Diet:HFD | Treatment:placebo | Strain:B6Jax |
F10 | Diet:HFD | Treatment:vancomycin | Strain:129Jax |
F11 | Diet:HFD | Treatment:vancomycin | Strain:129Tac |
F12 | Diet:HFD | Treatment:vancomycin | Strain:B6Jax |