Clustering data with hclust algorithm for (Study ST003973)
(Analysis AN006542)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Glucono-1,5-lactone 6-phosphate | ME1049561 | 0.85 | 12.94 | 0.45 | 0.37 | 0.24 | 0.18 | 0.31 | 0.63 | 0.09 | 0.30 |
| 6-Phospho-D-gluconate | ME1049565 | 0.55 | 6.30 | 0.37 | 0.41 | 0.50 | 0.59 | 0.23 | 0.30 | 0.31 | 0.42 |
| Galactitol | ME1049548 | 0.11 | 0.10 | 0.84 | 0.47 | 0.13 | 0.15 | 4.05 | 3.84 | 0.14 | 0.15 |
| GDP-L-fucose 1 | ME1049572 | 0.65 | 0.81 | 0.72 | 0.88 | 1.47 | 1.88 | 0.07 | 0.07 | 1.26 | 4.31 |
| Fucose 1-phosphate | ME1049560 | 0.59 | 0.79 | 0.83 | 0.94 | 3.04 | 2.38 | 1.18 | 1.40 | 0.41 | 0.47 |
| Lactaldehyde | ME1049514 | 1.51 | 1.51 | 0.29 | 0.29 | 0.39 | 0.41 | 2.39 | 2.43 | 0.36 | 0.42 |
| Galactonate | ME1049553 | 1.11 | 2.98 | 0.70 | 0.81 | 0.78 | 0.80 | 0.60 | 1.09 | 0.56 | 0.56 |
| Deoxyribose 2* | ME1049531 | 0.68 | 1.85 | 0.38 | 0.74 | 0.37 | 0.93 | 1.39 | 2.28 | 0.25 | 0.77 |
| Dihydroxy-isovalerate 1 | ME1049530 | 0.66 | 1.87 | 0.37 | 0.70 | 0.36 | 0.91 | 1.38 | 2.26 | 0.25 | 0.80 |
| glyceraldehyde3p/DHAP | ME1049542 | 0.37 | 1.36 | 0.38 | 0.80 | 0.60 | 1.56 | 0.52 | 2.72 | 0.45 | 1.24 |
| Hexose phosphates | ME1049563 | 0.54 | 1.72 | 0.43 | 1.05 | 0.64 | 1.24 | 0.79 | 1.76 | 0.50 | 1.34 |
| Stachyose | ME1049574 | 0.33 | 2.31 | 0.29 | 1.21 | 0.33 | 1.58 | 0.23 | 1.86 | 0.17 | 0.99 |
| cis-2-Methylaconitate | ME1049550 | 1.45 | 0.46 | 0.86 | 0.48 | 1.24 | 0.76 | 1.66 | 0.71 | 1.80 | 0.57 |
| Homo-cisaconitate | ME1049551 | 1.45 | 0.46 | 0.86 | 0.48 | 1.24 | 0.76 | 1.66 | 0.71 | 1.81 | 0.58 |
| UDP-N-acetylglucosamine | ME1049573 | 0.64 | 1.33 | 1.28 | 1.69 | 0.96 | 1.51 | 0.30 | 0.58 | 0.47 | 1.12 |
| Homocitrate 1 | ME1049556 | 1.02 | 1.00 | 1.31 | 1.34 | 0.67 | 0.69 | 1.39 | 1.34 | 0.61 | 0.63 |
| Methylcitrate 2 | ME1049555 | 1.05 | 1.03 | 1.19 | 1.24 | 0.69 | 0.71 | 1.43 | 1.38 | 0.63 | 0.65 |
| Pantothenate | ME1049558 | 1.00 | 1.22 | 0.71 | 0.79 | 0.53 | 0.68 | 1.68 | 2.08 | 0.41 | 0.56 |
| Tartronate semialdehyde | ME1049519 | 0.84 | 0.86 | 0.84 | 0.84 | 0.86 | 0.87 | 1.75 | 1.98 | 0.57 | 0.59 |
| 2-Oxoisocaproate 2* | ME1049526 | 1.09 | 1.06 | 0.07 | 0.13 | 1.06 | 1.09 | 1.65 | 1.65 | 1.06 | 1.06 |
| 3-Methyl-2-oxopentanoate 1 | ME1049527 | 0.84 | 0.80 | 0.08 | 0.14 | 1.09 | 1.12 | 1.78 | 1.83 | 1.12 | 1.12 |
| malate | ME1049529 | 0.92 | 1.07 | 0.55 | 0.53 | 0.92 | 0.99 | 0.58 | 0.67 | 1.47 | 2.30 |
| Cis-aconitate | ME1049543 | 1.40 | 1.37 | 0.94 | 0.90 | 0.55 | 0.61 | 0.92 | 0.86 | 1.06 | 1.37 |
| fumarate | ME1049521 | 1.18 | 1.12 | 0.95 | 0.94 | 1.01 | 1.04 | 0.46 | 0.43 | 1.38 | 1.49 |
| Methylglyoxal | ME1049513 | 1.12 | 1.13 | 0.71 | 0.75 | 0.90 | 0.93 | 0.79 | 0.83 | 1.33 | 1.50 |
| Glycerate | ME1049520 | 1.00 | 1.11 | 0.50 | 0.53 | 0.89 | 0.98 | 1.04 | 1.24 | 0.95 | 1.76 |
| Isopropylmalate | ME1049544 | 0.84 | 1.34 | 0.36 | 0.46 | 0.95 | 1.37 | 0.94 | 1.40 | 0.90 | 1.43 |
| ketoglutarate | ME1049533 | 0.84 | 0.93 | 0.46 | 0.47 | 1.16 | 1.31 | 1.08 | 1.32 | 1.01 | 1.44 |
| Pyruvate | ME1049515 | 0.97 | 1.05 | 0.83 | 0.87 | 1.02 | 1.12 | 0.78 | 0.85 | 0.75 | 1.76 |
| D-Ribulose 5-phosphate/Ribose 5-phosphate/Xylulose 5-phosphate | ME1049559 | 0.80 | 1.34 | 0.62 | 0.79 | 0.87 | 1.25 | 0.88 | 1.28 | 0.65 | 1.53 |
| Glucosamine phosphate + | ME1049562 | 0.73 | 1.52 | 0.59 | 0.95 | 0.84 | 1.21 | 1.00 | 1.05 | 0.65 | 1.43 |
| phophoenolpyruvate | ME1049541 | 0.96 | 0.68 | 1.20 | 0.77 | 1.08 | 1.01 | 1.42 | 1.10 | 0.93 | 0.84 |
| Mannosylglycerate | ME1049564 | 0.78 | 0.80 | 0.93 | 1.06 | 1.02 | 1.13 | 0.96 | 1.15 | 1.07 | 1.10 |
| meso-2,6-Diaminopimelate | ME1049577 | 0.86 | 1.07 | 0.84 | 1.01 | 1.15 | 1.47 | 0.81 | 1.15 | 0.75 | 0.90 |
| Propanoyl phosphate 2 | ME1049535 | 0.84 | 0.83 | 1.01 | 1.09 | 1.17 | 1.27 | 1.08 | 1.18 | 0.72 | 0.82 |
| Propionyl phosphate 1 | ME1049534 | 0.84 | 0.83 | 1.01 | 1.09 | 1.17 | 1.27 | 1.08 | 1.18 | 0.72 | 0.82 |
| 2-Deoxy-D-ribose 1-phosphate | ME1049557 | 0.82 | 1.15 | 0.71 | 0.86 | 0.84 | 1.02 | 1.13 | 1.45 | 0.80 | 1.23 |
| 2-Oxoisovalerate | ME1049523 | 0.88 | 0.87 | 0.71 | 0.70 | 0.84 | 0.86 | 1.37 | 1.41 | 1.17 | 1.20 |
| Acetolactate | ME1049528 | 0.88 | 0.89 | 0.72 | 0.73 | 0.89 | 0.91 | 1.36 | 1.38 | 1.10 | 1.13 |
| Ethyl malate 2 | ME1049539 | 1.04 | 1.22 | 0.77 | 0.79 | 0.95 | 1.10 | 0.97 | 1.18 | 0.95 | 1.03 |
| 2-Dehydro-3-deoxy-L-rhamnonate | ME1049537 | 1.05 | 1.23 | 0.77 | 0.79 | 0.96 | 1.11 | 0.96 | 1.11 | 0.97 | 1.05 |
| Dimethylmalate 1 | ME1049538 | 1.05 | 1.23 | 0.79 | 0.81 | 0.96 | 1.11 | 0.95 | 1.10 | 0.97 | 1.05 |
| Citrate | ME1049552 | 0.96 | 0.96 | 0.93 | 0.91 | 1.10 | 1.18 | 1.06 | 1.06 | 0.88 | 0.96 |
| succinate | ME1049522 | 0.96 | 1.05 | 0.79 | 0.79 | 1.16 | 1.24 | 0.93 | 1.05 | 0.91 | 1.13 |
| Glucose 2 | ME1049546 | 1.07 | 1.21 | 1.02 | 1.01 | 0.91 | 1.03 | 0.88 | 1.02 | 0.87 | 0.98 |
| 2, 5-Dioxopentanoate 2 | ME1049524 | 1.18 | 1.18 | 0.90 | 0.83 | 0.84 | 0.89 | 1.02 | 0.98 | 1.01 | 1.17 |
| methylmaleate 1 | ME1049525 | 1.19 | 1.19 | 0.90 | 0.84 | 0.83 | 0.88 | 1.02 | 0.98 | 1.00 | 1.17 |
| Galactono-1 | ME1049545 | 1.12 | 1.20 | 0.57 | 0.57 | 1.05 | 1.06 | 0.98 | 1.10 | 1.18 | 1.17 |
| lactate | ME1049516 | 1.01 | 0.95 | 0.82 | 0.75 | 1.13 | 1.02 | 0.96 | 0.95 | 0.90 | 1.50 |
| 2-Oxobutanoate 2 | ME1049518 | 0.90 | 0.99 | 0.67 | 0.69 | 1.09 | 1.20 | 0.98 | 1.15 | 1.01 | 1.33 |
| succinate semialdehyde 1 | ME1049517 | 0.90 | 1.00 | 0.67 | 0.68 | 1.09 | 1.20 | 0.98 | 1.15 | 1.00 | 1.32 |
| 3-Hydroxy-3-methyl-2-oxobutanoate | ME1049532 | 1.46 | 0.96 | 0.35 | 0.56 | 0.98 | 1.09 | 1.09 | 1.30 | 0.75 | 0.87 |
| 3,4-Dihydroxy-2-butanone 4-phosphate | ME1049549 | 0.79 | 1.11 | 0.59 | 0.79 | 1.09 | 1.35 | 1.23 | 1.72 | 0.59 | 0.76 |
| Isopropylmaleate | ME1049536 | 1.01 | 1.28 | 0.55 | 0.64 | 1.04 | 1.35 | 1.05 | 1.32 | 0.78 | 0.99 |
| Phosphopantothenate | ME1049568 | 0.86 | 1.39 | 0.59 | 0.97 | 0.90 | 1.48 | 0.87 | 1.41 | 0.51 | 0.92 |
| Dephospho CoA | ME1049576 | 0.76 | 0.73 | 0.32 | 0.30 | 1.33 | 1.65 | 0.72 | 0.67 | 1.14 | 1.28 |
| UDP-N-acetylmuramate | ME1049575 | 0.76 | 0.90 | 0.34 | 0.48 | 1.33 | 1.15 | 0.90 | 0.90 | 1.03 | 1.32 |
| Homovanillate | ME1049547 | 0.90 | 0.99 | 0.99 | 0.85 | 1.70 | 1.47 | 0.67 | 0.64 | 0.86 | 0.90 |
| Erythrose 4-phosphate | ME1049554 | 0.98 | 1.21 | 0.61 | 0.74 | 1.32 | 1.52 | 0.77 | 0.83 | 1.02 | 0.96 |
| Phenylpyruvate | ME1049540 | 0.71 | 1.07 | 0.78 | 0.97 | 1.28 | 1.72 | 0.77 | 0.88 | 0.74 | 1.10 |
| UDP-glucose/UDP-D-galactose | ME1049571 | 0.77 | 1.15 | 0.80 | 1.08 | 1.34 | 1.66 | 0.52 | 0.76 | 0.80 | 1.13 |
| hexose diphosphate | ME1049570 | 0.76 | 1.72 | 0.35 | 0.38 | 0.66 | 1.30 | 0.52 | 0.68 | 0.70 | 1.95 |
| N-Acetyl-alpha-D-glucosamine 1-phosphate | ME1049578 | 0.98 | 1.80 | 0.44 | 0.68 | 0.95 | 1.57 | 0.55 | 1.19 | 0.70 | 1.13 |
| N-Acetyl-D-glucosamine 6-phosphate | ME1049569 | 0.94 | 1.76 | 0.44 | 0.68 | 0.98 | 1.60 | 0.56 | 1.21 | 0.70 | 1.14 |
| D-Glycero-D-Manopyranose-7-Phosphate 2 | ME1049567 | 0.95 | 1.80 | 0.71 | 0.97 | 0.86 | 1.28 | 0.39 | 0.75 | 0.96 | 1.34 |
| Sedoheptulose 7-phosphate 1 | ME1049566 | 0.97 | 1.83 | 0.71 | 0.98 | 0.87 | 1.30 | 0.39 | 0.75 | 0.91 | 1.30 |
Factors:
| F1 | Sample source:extensively drug-resistant strain | treatment:Control |
| F2 | Sample source:extensively drug-resistant strain | treatment:Trehalose |
| F3 | Sample source:multidrug-resistant strain | treatment:Control |
| F4 | Sample source:multidrug-resistant strain | treatment:Trehalose |
| F5 | Sample source:Rifampicin-resistant strain | treatment:Control |
| F6 | Sample source:Rifampicin-resistant strain | treatment:Trehalose |
| F7 | Sample source:sensitive strain | treatment:Control |
| F8 | Sample source:sensitive strain | treatment:Trehalose |
| F9 | Sample source:totally drug-resistant strain | treatment:Control |
| F10 | Sample source:totally drug-resistant strain | treatment:Trehalose |