Clustering data with hclust algorithm for (Study ST001833)
(Analysis AN002975)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Asymmetric dimethylarginine | ME423635 | 0.36 | 1.58 | 1.23 | 3.69 | 1.41 | 1.80 | 0.54 | 1.89 | 0.66 | 0.43 | 0.40 | 0.60 | NA | 0.43 | 0.66 | 0.32 | 1.52 | 0.49 |
Dihydroxyphenylalanine | ME423640 | 0.62 | 0.53 | 0.93 | 2.76 | 2.60 | 2.20 | 0.42 | 3.07 | 1.32 | 0.37 | 0.39 | 0.38 | 0.27 | 0.35 | 0.41 | 0.41 | 0.43 | 0.40 |
Aspartate | ME423616 | 1.18 | 1.20 | 0.84 | 3.40 | 1.98 | 1.33 | 0.46 | 1.71 | 2.17 | 0.51 | 0.77 | 0.63 | 0.26 | 0.73 | 0.27 | 0.42 | 0.89 | 0.57 |
Methioninesulfoxide | ME423644 | 1.67 | 1.33 | 1.13 | 2.11 | 2.30 | 1.08 | 0.11 | 1.12 | 1.79 | 0.97 | 0.32 | 0.60 | 0.79 | 0.34 | 0.69 | 0.40 | 0.43 | 0.59 |
Carnosine | ME423638 | 1.04 | 4.41 | 0.85 | 1.92 | 2.00 | 1.61 | 0.47 | 2.20 | 0.71 | 0.53 | 0.36 | 0.64 | 1.01 | 0.39 | 0.54 | 0.38 | 0.43 | 0.45 |
Symmetric dimethylarginine | ME423648 | 0.24 | 3.75 | 0.33 | 2.33 | NA | 0.26 | 0.44 | 1.64 | 0.74 | 0.79 | 0.72 | 0.78 | NA | 0.61 | 0.87 | 0.75 | 0.72 | 1.66 |
Kynurenine | ME423643 | 1.74 | 1.46 | 0.17 | NA | 0.71 | 0.92 | 0.06 | 0.15 | 0.58 | 0.86 | 0.88 | 0.81 | 0.69 | 1.00 | 0.65 | 0.79 | 4.58 | 0.29 |
Serotonine | ME423649 | 2.09 | 3.66 | 0.20 | 0.10 | 0.47 | 0.35 | 0.08 | 1.15 | 0.39 | 0.39 | 0.99 | 0.41 | NA | 1.73 | 0.33 | 0.09 | 3.53 | 0.78 |
Threonine | ME423630 | 0.46 | 0.23 | 0.29 | 0.67 | 0.62 | 0.21 | 0.10 | 0.41 | 0.60 | 2.25 | 2.22 | 2.45 | NA | 2.30 | 2.00 | 1.72 | 1.24 | 1.04 |
Glutamine | ME423618 | 0.05 | 0.03 | 0.03 | NA | 0.05 | 0.02 | 0.02 | 0.02 | 0.15 | 1.62 | 1.80 | 2.05 | NA | 1.84 | 2.07 | 2.17 | 1.72 | 1.74 |
Isoleucine | ME423622 | 0.12 | 0.76 | 0.24 | 0.31 | 0.39 | 0.49 | 0.17 | 0.59 | 0.34 | 1.90 | 2.00 | 1.95 | NA | 1.73 | 1.80 | 1.91 | 2.14 | 1.58 |
Leucine | ME423623 | 0.13 | 0.67 | 0.23 | 0.21 | 0.14 | 0.25 | 0.15 | 1.37 | 0.42 | 1.80 | 1.86 | 1.73 | NA | 1.59 | 1.62 | 1.76 | 1.85 | 1.46 |
Creatinine | ME423639 | 0.02 | 1.32 | 0.01 | 0.10 | 0.09 | 0.02 | 0.31 | 0.31 | 0.70 | 1.59 | 1.62 | 1.42 | 0.94 | 1.55 | 1.28 | 1.54 | 1.22 | 1.30 |
trans-4-Hydroxyproline | ME423652 | 0.68 | 2.67 | 0.08 | 0.18 | 0.08 | 0.20 | 0.08 | 0.87 | 0.43 | 1.09 | 1.12 | 1.25 | 1.34 | 1.56 | 1.52 | 1.29 | 1.18 | 1.20 |
Lysine | ME423624 | 0.47 | 0.20 | 0.29 | 0.60 | 0.56 | 0.26 | 0.09 | 0.38 | 0.66 | 2.11 | 1.97 | 2.14 | 2.22 | 1.78 | 1.89 | 1.83 | 1.77 | 1.86 |
Tryptophan | ME423631 | 0.11 | 0.17 | 0.08 | 0.12 | 0.17 | 0.07 | 0.06 | 0.16 | 0.28 | 1.98 | 2.08 | 2.00 | 2.11 | 1.92 | 1.79 | 2.05 | 1.43 | 1.57 |
Asparagine | ME423615 | 0.11 | 0.14 | 0.29 | NA | 0.61 | 0.27 | 0.10 | 0.14 | 0.23 | 1.52 | 1.27 | 1.30 | 1.82 | 1.27 | 1.37 | 1.37 | 1.82 | 1.15 |
Alanine | ME423613 | 0.31 | 0.14 | 0.22 | 0.72 | 0.39 | 0.21 | 0.07 | 0.79 | 0.51 | 1.41 | 1.60 | 1.37 | 1.37 | 1.41 | 1.41 | 1.29 | 2.26 | 2.24 |
Ornithine | ME423626 | 0.16 | 0.03 | 0.09 | 0.27 | 0.15 | 0.14 | 0.02 | 0.20 | 0.46 | 1.60 | 1.48 | 2.28 | 1.55 | 1.09 | 1.59 | 1.27 | 2.76 | 2.05 |
Histidine | ME423621 | 0.10 | 0.15 | 0.10 | 0.13 | 0.20 | 0.13 | 0.06 | 0.35 | 0.37 | 1.68 | 1.64 | 1.73 | 1.86 | 1.51 | 1.76 | 1.73 | 2.34 | 1.98 |
Serine | ME423629 | 0.29 | 0.22 | 0.20 | 0.48 | 0.45 | 0.21 | 0.10 | 0.30 | 0.28 | 1.67 | 2.01 | 1.90 | 1.45 | 1.83 | 1.64 | 1.65 | 2.79 | 2.17 |
Arginine | ME423614 | 0.67 | 0.55 | 0.46 | 0.61 | 0.90 | 0.40 | 0.20 | 0.56 | 0.60 | 1.22 | 1.00 | 1.07 | 1.15 | 0.97 | 1.37 | 1.96 | 2.54 | 1.74 |
Citrulline | ME423617 | 0.88 | 0.20 | 0.68 | 1.60 | 1.04 | 0.40 | 0.03 | 0.44 | 0.69 | 0.95 | 1.01 | 1.02 | 1.02 | 0.89 | 1.11 | 1.18 | 2.26 | 2.12 |
Glutamate | ME423619 | 1.13 | 0.49 | 0.83 | 1.63 | 0.85 | 1.02 | 0.34 | 0.66 | 1.25 | 1.25 | 1.21 | 0.94 | 0.98 | 1.09 | 0.76 | 1.04 | 1.31 | 1.09 |
Methionine | ME423625 | 0.89 | 0.44 | 0.71 | 1.29 | 1.18 | 0.59 | 0.13 | 1.19 | 0.71 | 1.21 | 1.06 | 1.35 | 1.64 | 1.02 | 1.15 | 0.93 | 1.15 | 1.13 |
Proline | ME423628 | 0.26 | 0.31 | 0.15 | 0.39 | 0.31 | 0.13 | 0.05 | 2.00 | 1.12 | 1.53 | 1.22 | 1.41 | 2.17 | 0.96 | 1.12 | 0.92 | 1.69 | 1.78 |
Taurine | ME423653 | 0.30 | 0.89 | 0.26 | 0.69 | 0.27 | 0.13 | 0.10 | 1.05 | 0.49 | 1.60 | 2.00 | 1.61 | 1.42 | 1.09 | 1.67 | 1.93 | 1.52 | 1.29 |
Glycine | ME423620 | 0.62 | 0.66 | 0.59 | 0.58 | 0.66 | 0.61 | 0.53 | 1.15 | 0.99 | 1.20 | 1.37 | 1.51 | 1.31 | 1.15 | 1.23 | 1.30 | 1.26 | 1.19 |
Valine | ME423633 | 0.37 | 0.23 | 0.22 | 0.46 | 0.53 | 0.16 | 0.09 | 1.38 | 0.80 | 1.61 | 1.47 | 1.52 | 1.99 | 1.27 | 1.43 | 1.36 | 1.55 | 1.45 |
Phenylalanine | ME423627 | 0.54 | 0.26 | 0.37 | 0.77 | 0.60 | 0.23 | 0.10 | 1.29 | 0.75 | 1.47 | 1.35 | 1.47 | 1.72 | 1.24 | 1.38 | 1.33 | 1.52 | 1.47 |
Tyrosine | ME423632 | 0.52 | 0.25 | 0.37 | 0.84 | 0.69 | 0.21 | 0.09 | 1.05 | 0.51 | 1.47 | 1.52 | 1.46 | 1.53 | 1.33 | 1.34 | 1.34 | 1.59 | 1.74 |
Alpha- Aminoadipic acid | ME423636 | 0.23 | 0.25 | 2.64 | NA | NA | 1.89 | 0.28 | 0.31 | 0.41 | 0.97 | 1.07 | 0.91 | 1.38 | 0.70 | 0.79 | 0.73 | 1.49 | 1.20 |
Acetylornithine | ME423634 | 0.82 | 1.42 | 0.77 | 1.65 | 1.27 | 1.16 | 0.06 | 0.57 | 1.07 | 0.55 | 0.22 | 0.67 | 1.38 | 0.30 | 1.50 | 0.94 | 1.30 | 1.80 |
Histamine | ME423642 | 0.61 | 1.67 | 0.78 | 0.74 | 0.98 | 3.27 | 0.73 | 0.92 | 0.70 | 0.74 | 0.93 | 0.76 | 0.64 | 0.86 | 0.92 | 0.86 | 0.80 | 0.75 |
Dopamine | ME423641 | 0.86 | 2.29 | 0.70 | NA | 1.26 | 1.09 | 0.97 | 1.36 | 1.02 | 0.94 | 0.88 | 0.86 | NA | 0.85 | 0.85 | 0.89 | 0.83 | 0.87 |
Spermidine | ME423650 | 0.53 | 0.62 | 0.66 | NA | 0.57 | 0.71 | 0.92 | 2.25 | 0.75 | 1.15 | 1.31 | 1.01 | NA | 1.00 | 1.13 | 1.03 | 0.78 | 1.05 |
Putrescine | ME423647 | 1.58 | 1.21 | 0.11 | 0.19 | 0.10 | 0.18 | 0.51 | 7.20 | 0.33 | 0.12 | 0.17 | 0.10 | 0.02 | 1.53 | 0.10 | 0.11 | 1.97 | 0.24 |
cis-4-Hydroxyproline | ME423637 | NA | 8.15 | 0.07 | 0.31 | NA | 0.04 | 0.01 | 2.87 | 0.00 | 0.01 | 0.01 | 0.01 | NA | 1.88 | 0.01 | 0.00 | 0.93 | 0.00 |
Nitrotyrosine | ME423645 | 1.18 | 3.79 | 0.62 | 1.16 | 0.91 | 2.14 | 0.24 | 1.09 | 0.43 | 0.16 | 0.25 | 0.19 | 0.14 | 4.86 | 0.28 | 0.25 | 1.29 | 0.27 |
Phenylethylamine | ME423646 | 1.43 | 3.24 | 0.19 | 0.38 | 0.81 | 0.88 | NA | 3.99 | 0.36 | 0.03 | NA | 0.09 | 0.12 | 5.22 | 0.09 | NA | 1.87 | 0.15 |
Factors:
F1 | Tissue:Caecum | Sample treatment:DIO |
F2 | Tissue:Caecum | Sample treatment:DIO_AB |
F3 | Tissue:Caecum | Sample treatment:DIO_FMT_RYGB |
F4 | Tissue:Caecum | Sample treatment:DIO_PF_FMT |
F5 | Tissue:Caecum | Sample treatment:FMT_lean |
F6 | Tissue:Caecum | Sample treatment:Lean |
F7 | Tissue:Caecum | Sample treatment:Lean_AB |
F8 | Tissue:Caecum | Sample treatment:RYGB_AB |
F9 | Tissue:Caecum | Sample treatment:RYGB_Donor |
F10 | Tissue:Serum | Sample treatment:DIO |
F11 | Tissue:Serum | Sample treatment:DIO_AB |
F12 | Tissue:Serum | Sample treatment:DIO_FMT_RYGB |
F13 | Tissue:Serum | Sample treatment:DIO_PF_FMT |
F14 | Tissue:Serum | Sample treatment:FMT_lean |
F15 | Tissue:Serum | Sample treatment:Lean |
F16 | Tissue:Serum | Sample treatment:Lean_AB |
F17 | Tissue:Serum | Sample treatment:RYGB_AB |
F18 | Tissue:Serum | Sample treatment:RYGB_Donor |