Clustering data with hclust algorithm for (Study ST002178)
HILIC NEGATIVE ION MODE (Analysis AN003567)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Urate | ME531617 | 8.00 | 0.30 | 0.28 | 0.38 | 0.38 | 0.26 | 0.28 | NA | 0.23 | 0.24 | 0.27 | 0.22 |
| Glucose | ME531635 | 6.22 | 0.85 | 0.40 | 0.50 | 0.43 | 0.61 | 0.46 | NA | 0.35 | 0.46 | 0.33 | 0.27 |
| 3-Indoxyl Sulfate | ME531664 | 5.05 | 0.38 | 1.11 | 1.86 | 1.39 | 1.07 | 0.42 | NA | 0.20 | 0.18 | 0.10 | 0.37 |
| 2-Hydroxyisobutyrate/2-Hydroxybutyrate | ME531541 | 5.63 | 0.35 | 0.62 | 1.31 | 0.66 | 0.52 | 0.47 | NA | 0.20 | 0.76 | 0.48 | 0.18 |
| 3-Hydroxyisovaleric Acid | ME531552 | 4.72 | 0.43 | 0.81 | 1.41 | 0.88 | 0.48 | 0.55 | NA | 0.38 | 0.87 | 0.40 | 0.35 |
| N-Ac-Glutamate | ME531650 | 0.76 | 0.58 | 0.58 | 5.76 | 0.68 | 0.49 | 1.12 | NA | 0.59 | 0.47 | 0.46 | 0.50 |
| UDP-Glucose | ME531737 | NA | 0.61 | 0.64 | 3.24 | 0.21 | 0.34 | 1.01 | NA | 1.20 | 0.12 | 0.12 | 2.25 |
| Azelaic Acid | ME531647 | 0.41 | 1.26 | 3.57 | 3.47 | 0.99 | 0.80 | 1.08 | NA | 0.13 | 0.15 | 0.15 | 0.13 |
| Cholic Acid | ME531718 | 1.43 | 3.20 | 0.61 | 1.40 | 0.64 | NA | 0.38 | NA | 0.31 | NA | 0.40 | 0.28 |
| Malondialdehyde | ME531529 | NA | 2.46 | 2.38 | 0.82 | 0.41 | 1.00 | 1.38 | NA | 0.48 | 0.41 | 0.24 | 0.40 |
| Pseudouridine | ME531675 | 1.63 | 0.35 | 1.59 | 2.92 | 2.64 | 1.06 | 0.82 | NA | 0.25 | 1.17 | 0.42 | 0.24 |
| Cystathionine | ME531666 | 0.61 | 0.78 | 0.98 | 3.19 | 1.99 | 0.75 | 0.96 | NA | 0.54 | 0.86 | 0.88 | 0.82 |
| Orotate | ME531601 | 0.77 | 1.23 | 1.38 | 2.12 | 2.15 | 0.94 | 0.95 | NA | 0.81 | 0.56 | 0.70 | 0.75 |
| Allantoin | ME531602 | 0.06 | 0.42 | 1.94 | 3.58 | 3.27 | 1.49 | 0.91 | NA | 0.31 | 0.97 | 0.54 | 0.32 |
| N-Carbamoyl-B-Alanine | ME531567 | 0.19 | 0.43 | 1.52 | 4.44 | 1.82 | 1.01 | 0.84 | NA | 0.42 | 1.18 | 0.52 | 0.30 |
| Adenine | ME531569 | NA | 0.90 | 0.37 | 0.47 | 0.32 | 0.64 | 0.80 | NA | 2.60 | 0.52 | 0.59 | 1.78 |
| N-Acetyl-Aspartyl-Glutamate (NAAG) | ME531694 | 0.13 | 0.60 | 0.31 | 1.08 | 0.35 | 0.49 | 1.02 | NA | 2.00 | 1.06 | 1.82 | 1.14 |
| Glutaric Acid | ME531564 | 1.67 | 0.69 | 1.01 | 2.07 | 0.93 | 0.65 | 1.02 | NA | 0.82 | 0.85 | 0.89 | 0.74 |
| N-Ac-Alanine | ME531561 | 1.86 | 0.83 | 1.01 | 1.91 | 1.24 | 0.79 | 0.90 | NA | 0.66 | 0.99 | 0.68 | 0.67 |
| 3HBA | ME531540 | 1.47 | 0.55 | 0.74 | 1.86 | 1.04 | 0.94 | 0.84 | NA | 0.48 | 1.69 | 1.05 | 0.57 |
| N-AcetylGlycine | ME531547 | 1.43 | 0.49 | 1.10 | 1.85 | 1.26 | 1.01 | 0.90 | NA | 0.37 | 2.00 | 0.79 | 0.30 |
| Indole-3-Propionate | ME531651 | 2.46 | 0.75 | 0.55 | 0.64 | NA | 0.87 | 0.82 | NA | 0.55 | 0.48 | 0.39 | 0.17 |
| Mannitol | ME531642 | 2.86 | 0.95 | 0.69 | 0.93 | 1.07 | 0.98 | 0.79 | NA | 0.71 | 0.77 | 0.67 | 0.82 |
| Sucrose | ME531705 | 3.14 | 0.69 | 1.06 | 0.83 | 0.59 | 0.98 | 0.88 | NA | 0.76 | 0.75 | 0.58 | 0.63 |
| Oxalacetate | ME531565 | 2.66 | 0.63 | 0.92 | 1.31 | 1.16 | 0.59 | 0.92 | NA | 0.66 | 0.86 | 0.96 | 0.61 |
| Guanidinoacetate | ME531548 | 2.41 | 1.22 | 0.70 | 1.16 | 0.83 | 0.56 | 0.72 | NA | 0.89 | 0.80 | 0.72 | 0.92 |
| 2-Hydroxyphenylacetate | ME531591 | 2.32 | 0.82 | 0.91 | 1.08 | 0.89 | 0.84 | 0.84 | NA | 0.71 | 1.11 | 0.76 | 0.76 |
| 6C13-Glucose | ME531645 | 1.97 | 0.84 | 0.90 | 0.85 | 0.92 | 0.89 | 0.91 | NA | 0.91 | 0.93 | 0.91 | 0.86 |
| n-isoButyrylglycine | ME531578 | NA | 0.35 | 0.75 | 2.42 | 1.09 | 2.06 | 0.59 | NA | 0.35 | 1.57 | 0.27 | 0.17 |
| n-isoValerylglycine | ME531603 | 0.17 | 0.76 | 1.31 | 2.88 | 1.18 | 1.80 | 0.85 | NA | 0.50 | 1.80 | 0.25 | 0.38 |
| Lactose/Trehalose | ME531704 | 0.06 | 1.69 | 1.42 | 1.72 | 1.78 | 1.92 | 1.11 | NA | 0.53 | 0.88 | 0.71 | 0.42 |
| trans-Aconitate | ME531621 | 0.73 | 1.39 | 0.86 | 1.50 | 1.25 | 3.01 | 0.69 | NA | 0.49 | 0.88 | 0.60 | 0.58 |
| 2-Aminoadipate | ME531604 | 0.50 | 0.54 | 0.47 | 2.76 | 1.15 | 0.54 | 1.01 | NA | 0.66 | 1.62 | 1.46 | 0.60 |
| Itaconic Acid | ME531560 | NA | 0.05 | 1.04 | 2.09 | 1.50 | 0.05 | 0.63 | NA | NA | 1.30 | 0.80 | NA |
| Suberic Acid | ME531624 | 1.20 | 0.84 | 2.40 | 1.80 | 1.04 | 0.69 | 1.33 | NA | 0.46 | 0.74 | 0.43 | 0.55 |
| Pentothenate | ME531665 | 0.03 | 0.94 | 1.05 | 1.16 | 1.91 | 0.98 | 1.03 | NA | 1.03 | 0.53 | 1.68 | 1.32 |
| G1P/F1P/F6P | ME531684 | NA | 0.83 | 1.05 | 0.97 | 1.66 | 0.92 | 0.97 | NA | 0.48 | 1.97 | 1.25 | 0.38 |
| G6P | ME531683 | NA | 0.78 | 1.07 | 0.93 | 1.60 | 0.93 | 1.04 | NA | 0.52 | 1.92 | 1.28 | 0.37 |
| Glucosamine-6-Phosphate | ME531682 | NA | 1.09 | 1.11 | 1.37 | 1.86 | 0.84 | 0.78 | NA | 0.67 | 1.30 | 1.13 | 0.65 |
| Uracil | ME531544 | 0.02 | 0.76 | 1.32 | 1.78 | 1.37 | 0.68 | 1.14 | NA | 0.68 | 1.67 | 1.19 | 0.73 |
| Arabitol/Xylitol | ME531593 | 1.04 | 1.33 | 1.21 | 1.23 | 1.50 | 0.96 | 0.93 | NA | 1.02 | 0.64 | 0.48 | 1.22 |
| Adenylosuccinate | ME531724 | 1.14 | 0.72 | 0.89 | 0.84 | 0.85 | 0.89 | 1.02 | NA | 0.87 | 1.38 | 1.19 | 0.95 |
| Citrulline | ME531626 | 1.21 | 0.93 | 0.78 | 1.17 | 1.37 | 0.74 | 0.86 | NA | 1.13 | 0.92 | 0.78 | 1.36 |
| 3C13-Lactate | ME531535 | 0.89 | 0.97 | 0.96 | 0.93 | 0.96 | 1.01 | 1.03 | NA | 1.05 | 1.08 | 1.05 | 0.99 |
| Linolenic Acid | ME531689 | 1.12 | 1.33 | 0.91 | 1.01 | 1.11 | 1.13 | 0.99 | NA | 0.87 | 1.03 | 0.72 | 0.98 |
| N-Acetyl-Aspartate (NAA) | ME531627 | 0.97 | 1.25 | 0.86 | 1.09 | 1.11 | 1.00 | 0.97 | NA | 1.02 | 1.00 | 0.95 | 1.01 |
| Lactate | ME531532 | 1.62 | 1.19 | 1.07 | 1.22 | 1.12 | 0.87 | 0.92 | NA | 0.88 | 0.70 | 0.77 | 0.92 |
| Cholesteryl Sulfate | ME531726 | 1.41 | 1.21 | 1.19 | 0.85 | 0.97 | 0.89 | 0.89 | NA | 0.89 | 0.85 | 0.88 | 0.98 |
| Palmitic Acid | ME531679 | 1.40 | 1.10 | 0.91 | 1.01 | 0.94 | 0.78 | 0.98 | NA | 1.04 | 1.03 | 0.76 | 0.99 |
| gamma-Aminobutyrate | ME531538 | 0.55 | 1.30 | 0.66 | 0.68 | 0.66 | 0.90 | 0.99 | NA | 1.31 | 1.05 | 1.01 | 1.38 |
| Reduced Glutathione | ME531697 | NA | 1.03 | 0.51 | 0.98 | 1.46 | 0.81 | 1.14 | NA | 0.77 | 1.13 | 1.17 | 1.26 |
| Glycerol-3-P | ME531620 | 0.01 | 1.29 | 0.96 | 1.00 | 1.55 | 0.93 | 1.04 | NA | 0.93 | 1.60 | 0.84 | 1.17 |
| NADP | ME531741 | NA | 1.38 | 1.10 | 0.70 | 1.61 | 0.82 | 0.90 | NA | 0.82 | 1.23 | 0.83 | 1.02 |
| dCTP | ME531727 | NA | 0.70 | 0.88 | 0.74 | 0.70 | 0.97 | 1.02 | NA | 1.28 | 1.48 | 0.80 | 1.02 |
| Arachidonate | ME531695 | 0.32 | 1.04 | 0.83 | 1.11 | 0.85 | 0.72 | 1.08 | NA | 1.05 | 1.44 | 1.25 | 1.02 |
| Inositol | ME531634 | 0.48 | 0.99 | 0.83 | 1.25 | 0.68 | 0.80 | 1.04 | NA | 1.35 | 1.20 | 0.89 | 1.13 |
| Sedoheptulose 7-Phosphate | ME531692 | NA | 0.81 | 0.92 | 1.06 | 0.97 | 0.83 | 1.02 | NA | 0.78 | 1.63 | 1.13 | 0.74 |
| IMP | ME531709 | NA | 1.13 | 1.02 | 1.00 | 1.22 | 0.92 | 1.00 | NA | 0.71 | 1.22 | 0.98 | 0.98 |
| Linoleic Acid | ME531690 | 0.35 | 1.06 | 1.05 | 1.13 | 1.23 | 1.00 | 1.04 | NA | 0.88 | 1.42 | 0.97 | 1.03 |
| Pyridoxal-5-P | ME531678 | NA | 1.08 | 1.12 | 1.18 | 1.11 | 0.97 | 0.94 | NA | 1.05 | 1.18 | 0.77 | 0.77 |
| Ribulose 5-Phosphate | ME531671 | NA | 1.16 | 0.96 | 1.00 | 0.86 | 1.05 | 0.95 | NA | 0.92 | 1.25 | 1.04 | 0.73 |
| Acetylphosphate | ME531576 | NA | 1.11 | 0.97 | 0.96 | 0.81 | 1.05 | 0.91 | NA | 1.16 | 0.99 | 0.87 | 1.01 |
| Ribose-5-P | ME531670 | NA | 1.19 | 0.88 | 0.94 | 0.91 | 0.99 | 0.94 | NA | 1.01 | 1.14 | 0.88 | 1.02 |
| AMP | ME531708 | NA | 1.08 | 0.89 | 0.99 | 0.84 | 0.79 | 0.86 | NA | 1.23 | 0.89 | 0.90 | 1.27 |
| Hypoxanthine | ME531571 | 0.20 | 1.41 | 0.94 | 1.19 | 0.77 | 1.13 | 1.05 | NA | 1.31 | 0.85 | 0.76 | 1.26 |
| Oxidized Glutathione | ME531739 | NA | 1.34 | 0.96 | 1.18 | 0.87 | 1.03 | 0.82 | NA | 1.10 | 0.66 | 0.78 | 1.24 |
| n-Formylmethionine | ME531632 | 0.72 | 1.12 | 1.00 | 1.41 | 1.30 | 0.93 | 0.98 | NA | 0.87 | 1.09 | 0.96 | 0.95 |
| N-Acetylneuraminate | ME531699 | 0.45 | 1.28 | 1.04 | 1.62 | 1.16 | 1.09 | 0.99 | NA | 0.89 | 0.94 | 0.86 | 1.02 |
| Xanthine | ME531590 | 0.15 | 1.34 | 1.00 | 1.48 | 1.03 | 1.13 | 1.12 | NA | 1.02 | 0.99 | 0.93 | 0.96 |
| NADH | ME531740 | NA | 1.42 | 1.02 | 1.23 | 1.22 | 0.77 | 0.99 | NA | 0.89 | 0.69 | 0.82 | 1.21 |
| ADP | ME531720 | NA | 1.28 | 0.95 | 0.97 | 1.32 | 1.01 | 0.89 | NA | 0.95 | 0.80 | 1.10 | 1.01 |
| CMP | ME531702 | NA | 1.26 | 0.91 | 1.10 | 1.31 | 1.08 | 0.95 | NA | 0.93 | 0.98 | 0.78 | 1.03 |
| DTMP | ME531701 | NA | 0.96 | 0.98 | 1.57 | 1.30 | 1.17 | 0.99 | NA | 0.85 | 0.68 | 0.81 | 1.18 |
| Fumaric Acid | ME531545 | NA | 1.10 | 0.90 | 1.31 | 1.15 | 0.91 | 0.91 | NA | 0.85 | 1.01 | 0.98 | 1.06 |
| o-Phosphoethanolamine | ME531577 | NA | 1.03 | 1.04 | 1.60 | 1.21 | 0.83 | 0.93 | NA | 0.78 | 1.06 | 0.95 | 0.88 |
| UDP-GlcNAc | ME531738 | NA | 1.14 | 0.95 | 1.53 | 1.47 | 0.82 | 0.96 | NA | 0.89 | 0.93 | 0.89 | 0.93 |
| isoValeric Acid /4-Oxobutanoate/Acetoacetate | ME531536 | 0.65 | 0.72 | 1.38 | 1.74 | 1.22 | 1.15 | 1.04 | NA | 0.87 | 0.73 | 0.95 | 0.99 |
| 3-Methyl-3-Hydroxyglutaric Acid | ME531607 | NA | 1.04 | 1.24 | 2.46 | 1.03 | 1.14 | 0.95 | NA | 0.65 | 0.82 | 0.80 | 0.48 |
| Xanthosine | ME531691 | NA | 1.09 | 0.91 | 1.75 | 0.80 | 1.00 | 1.00 | NA | 0.84 | 0.97 | 1.10 | 0.64 |
Factors:
| F1 | Age Group:instrument quality control | Treatment:- |
| F2 | Age Group:Old | Treatment:Ctrl |
| F3 | Age Group:Old | Treatment:LPS1 |
| F4 | Age Group:Old | Treatment:LPS1-peptide |
| F5 | Age Group:Old | Treatment:LPS1_peptide |
| F6 | Age Group:Old | Treatment:peptide |
| F7 | Age Group:sample quality control | Treatment:- |
| F8 | Age Group:- | Treatment:- |
| F9 | Age Group:Young | Treatment:Ctrl |
| F10 | Age Group:Young | Treatment:LPS3 |
| F11 | Age Group:Young | Treatment:LPS3_peptide |
| F12 | Age Group:Young | Treatment:peptide |