Clustering data with hclust algorithm for (Study ST002178)
(Analysis AN003566)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ornithine | ME531401 | 6.63 | 0.42 | 0.30 | 1.34 | 0.27 | 0.39 | 0.50 | NA | 0.29 | 0.21 | 0.26 | 0.33 |
Methionine Sulfoxide | ME531437 | 4.94 | 1.07 | 0.77 | 0.53 | 0.12 | 0.65 | 0.46 | NA | 0.68 | 0.27 | 0.34 | 0.70 |
Creatinine | ME531374 | 5.42 | 0.60 | 0.66 | 0.96 | 1.01 | 0.77 | 0.45 | NA | 0.34 | 0.46 | 0.34 | 0.43 |
Tryptophan | ME531473 | 5.89 | 0.70 | 0.49 | 0.73 | 0.55 | 0.39 | 0.48 | NA | 0.43 | 0.39 | 0.49 | 0.39 |
Adenosine | ME531497 | NA | 0.75 | 0.22 | 0.39 | 0.23 | 0.51 | 0.72 | NA | 3.23 | 0.28 | 0.40 | 2.05 |
7-Methylguanine | ME531438 | 1.55 | 0.41 | 1.65 | 3.12 | 2.53 | 1.24 | 0.75 | NA | 0.25 | 1.10 | 0.29 | 0.25 |
Glutarylcarnitine | ME531499 | 1.05 | 0.86 | 0.94 | 3.01 | 2.36 | 0.88 | 0.99 | NA | 0.33 | 1.12 | 0.75 | 0.45 |
Homocitrulline | ME531463 | 1.24 | 0.97 | 1.17 | 2.60 | 1.21 | 1.55 | 0.86 | NA | 0.42 | 0.68 | 0.75 | 0.49 |
1-Methylnicotinamide | ME531406 | 0.67 | 1.22 | 1.40 | 2.08 | 0.70 | 0.73 | 0.98 | NA | 0.74 | 1.22 | 0.56 | 0.76 |
Histamine | ME531373 | NA | 1.09 | 0.83 | 2.85 | 0.63 | 0.59 | 0.84 | NA | 0.89 | 0.68 | 0.89 | 0.84 |
Cholecalciferol | ME531513 | 0.92 | 1.57 | 2.06 | 1.06 | 0.86 | 1.27 | 0.77 | NA | 0.72 | 0.66 | 0.59 | 0.73 |
Acetylcarnitine | ME531472 | 0.37 | 1.70 | 0.83 | 0.86 | 1.11 | 1.01 | 1.00 | 0.00 | 1.46 | 0.47 | 0.50 | 1.89 |
Pipecolate | ME531393 | 1.18 | 0.39 | 0.84 | 1.40 | 1.60 | 0.57 | 0.76 | NA | 0.95 | 1.09 | 1.01 | 1.55 |
betaAlanine | ME531357 | 1.22 | 0.60 | 0.78 | 1.81 | 0.76 | 0.61 | 0.89 | NA | 1.01 | 1.51 | 0.83 | 0.85 |
Ethanolamine | ME531350 | 1.08 | 0.79 | 0.92 | 1.58 | 1.18 | 0.73 | 0.90 | NA | 0.87 | 1.30 | 1.04 | 0.83 |
1-Methyladenosine | ME531500 | 0.48 | 0.72 | 1.54 | 1.91 | 1.94 | 0.93 | 1.06 | NA | 0.59 | 1.63 | 0.67 | 0.56 |
UMP | ME531508 | NA | 0.74 | 1.48 | 1.94 | 2.04 | 0.68 | 0.89 | NA | 0.70 | 1.03 | 0.82 | 0.78 |
Cytidine | ME531484 | 0.00 | 0.54 | 1.42 | 1.46 | 2.03 | 0.59 | 1.08 | NA | 0.70 | 1.85 | 1.29 | 0.75 |
Succinylcarnitine | ME531493 | 0.01 | 0.92 | 1.17 | 1.36 | 2.23 | 0.78 | 1.15 | NA | 0.57 | 2.17 | 0.91 | 0.69 |
Carnosine | ME531478 | 0.02 | 0.58 | 0.87 | 1.18 | 1.35 | 0.60 | 1.07 | 0.02 | 0.99 | 1.99 | 1.34 | 1.15 |
2^-Deoxycytidine | ME531479 | NA | 0.66 | 1.12 | 1.54 | 1.40 | 0.75 | 0.96 | NA | 0.60 | 1.59 | 1.07 | 0.69 |
Hypotaurine | ME531371 | 0.09 | 0.82 | 0.77 | 1.85 | 1.80 | 0.76 | 1.02 | NA | 1.02 | 1.32 | 1.09 | 1.11 |
NAD | ME531521 | NA | 1.28 | 0.92 | 1.13 | 1.79 | 0.70 | 0.95 | NA | 0.73 | 1.19 | 0.81 | 1.12 |
Uridine | ME531485 | 0.22 | 0.85 | 1.18 | 1.23 | 1.71 | 0.83 | 1.06 | NA | 0.92 | 1.48 | 0.99 | 1.03 |
2-Aminoisobutyric Acid | ME531367 | NA | 1.54 | 1.16 | 1.26 | 1.18 | 1.81 | 1.01 | NA | 0.84 | 0.58 | 0.62 | 0.62 |
2C13-Tyrosine | ME531457 | 0.67 | 0.92 | 1.05 | 0.96 | 1.04 | 1.06 | 1.07 | 1.18 | 1.12 | 1.00 | 1.04 | 1.03 |
Taurocyamine | ME531440 | 0.47 | 1.11 | 0.94 | 1.07 | 0.86 | 1.01 | 1.10 | 0.93 | 1.07 | 1.15 | 1.00 | 1.09 |
Alanine | ME531358 | 0.78 | 1.28 | 1.00 | 1.07 | 0.97 | 1.11 | 0.97 | NA | 0.96 | 0.96 | 0.91 | 1.04 |
Hydroxyproline | ME531397 | 0.55 | 1.20 | 0.97 | 1.02 | 1.07 | 0.95 | 1.08 | NA | 1.12 | 1.02 | 0.92 | 1.11 |
Betaine | ME531379 | 1.05 | 1.03 | 0.97 | 1.09 | 1.14 | 0.94 | 1.12 | NA | 0.99 | 1.02 | 0.89 | 0.91 |
Choline | ME531364 | 1.09 | 1.16 | 0.76 | 1.03 | 0.77 | 0.86 | 0.98 | NA | 1.10 | 0.95 | 1.04 | 1.03 |
Retinol | ME531504 | 1.26 | 1.19 | 0.94 | 1.03 | 0.87 | 1.09 | 0.94 | NA | 0.90 | 0.95 | 0.89 | 0.92 |
N6-Trimethyllysine | ME531462 | 0.73 | 1.10 | 1.09 | 1.65 | 1.30 | 1.14 | 0.91 | NA | 0.65 | 1.03 | 1.12 | 0.77 |
Deoxycarnitine | ME531421 | 0.61 | 1.10 | 0.87 | 1.29 | 1.14 | 1.16 | 0.92 | NA | 0.90 | 0.88 | 1.26 | 1.05 |
Carnitine | ME531434 | 0.69 | 1.08 | 0.96 | 1.10 | 1.44 | 0.94 | 0.99 | NA | 0.97 | 1.16 | 1.06 | 0.95 |
Glutamine | ME531419 | 0.50 | 1.25 | 0.81 | 1.28 | 1.56 | 1.09 | 1.00 | NA | 0.83 | 1.07 | 1.14 | 0.98 |
Argininosuccinate | ME531505 | NA | 1.52 | 0.72 | 1.59 | 0.99 | 1.26 | 0.84 | NA | 0.72 | 0.68 | 1.18 | 0.79 |
Phosphorylcholine | ME531458 | NA | 0.99 | 0.86 | 1.88 | 1.44 | 0.88 | 0.92 | NA | 0.89 | 0.90 | 0.92 | 0.90 |
Tryptamine | ME531433 | NA | 1.11 | 0.78 | 1.90 | 1.23 | 0.93 | 0.84 | NA | 0.82 | 0.85 | 0.93 | 1.03 |
SAH | ME531512 | 0.05 | 1.24 | 0.99 | 1.69 | 1.13 | 1.12 | 1.05 | NA | 1.02 | 1.06 | 0.91 | 1.01 |
1-Methylhistamine | ME531389 | NA | 1.26 | 1.20 | 1.56 | 1.07 | 1.07 | 0.97 | NA | 0.68 | 0.97 | 0.78 | 0.79 |
Riboflavin | ME531511 | NA | 1.06 | 1.07 | 1.63 | 1.39 | 1.07 | 1.00 | NA | 0.68 | 1.04 | 0.94 | 0.69 |
Aspartic Acid | ME531403 | 0.53 | 1.22 | 0.60 | 0.70 | 0.69 | 0.96 | 0.95 | NA | 1.41 | 0.94 | 1.13 | 1.38 |
Glutamic acid | ME531422 | 0.48 | 1.33 | 0.69 | 0.85 | 0.89 | 0.97 | 1.01 | 0.01 | 1.24 | 1.05 | 1.08 | 1.36 |
Guanosine | ME531502 | NA | 1.46 | 0.61 | 0.86 | 0.63 | 1.33 | 0.90 | NA | 1.17 | 0.84 | 0.67 | 1.29 |
Inosine | ME531498 | 0.00 | 1.36 | 0.79 | 0.96 | 0.78 | 1.31 | 1.06 | NA | 1.21 | 1.15 | 0.93 | 1.24 |
Acetylcholine | ME531418 | NA | 1.45 | 0.88 | 0.93 | 0.95 | 0.74 | 0.93 | NA | 1.11 | 0.83 | 1.15 | 0.92 |
CDP | ME531516 | NA | 1.31 | 0.89 | 1.09 | 0.97 | 0.92 | 0.88 | NA | 1.02 | 0.94 | 0.78 | 1.19 |
Guanine | ME531425 | NA | 1.06 | 0.71 | 1.02 | 0.92 | 0.93 | 0.90 | NA | 1.08 | 0.91 | 1.00 | 1.34 |
5^-Methylthioadenosine | ME531506 | 0.02 | 1.33 | 0.74 | 1.00 | 1.46 | 1.03 | 1.02 | NA | 1.15 | 0.90 | 1.23 | 1.36 |
S-Adenosylmethionine (SAM) | ME531515 | NA | 1.25 | 0.66 | 1.03 | 1.39 | 0.90 | 0.90 | NA | 1.01 | 0.83 | 1.10 | 1.21 |
FAD | ME531526 | 0.01 | 1.35 | 1.07 | 1.20 | 1.47 | 1.12 | 1.04 | NA | 0.92 | 1.15 | 0.98 | 1.10 |
Niacinamide | ME531385 | 0.00 | 1.25 | 0.98 | 1.10 | 1.34 | 1.08 | 1.06 | NA | 1.06 | 1.12 | 1.04 | 1.19 |
Creatine | ME531396 | 0.06 | 1.36 | 1.10 | 1.06 | 1.26 | 1.12 | 1.04 | 0.00 | 1.00 | 1.20 | 1.05 | 1.12 |
Taurine | ME531388 | 0.03 | 1.19 | 1.10 | 1.10 | 1.16 | 1.14 | 1.09 | 0.00 | 1.02 | 1.16 | 1.10 | 1.18 |
cAMP | ME531509 | NA | 1.18 | 1.02 | 0.95 | 1.15 | 0.86 | 0.99 | NA | 0.92 | 1.13 | 0.90 | 1.01 |
GMP | ME531510 | NA | 1.17 | 0.97 | 1.27 | 1.27 | 0.89 | 0.90 | NA | 0.90 | 1.03 | 0.86 | 1.02 |
Anserine | ME531482 | NA | 0.75 | 0.86 | 1.31 | 1.07 | 0.68 | 0.96 | NA | 0.82 | 1.26 | 1.19 | 1.08 |
Phosphocreatine | ME531475 | NA | 1.04 | 0.74 | 0.92 | 1.22 | 1.04 | 0.93 | NA | 0.93 | 1.53 | 0.76 | 1.01 |
Thiamine | ME531494 | NA | 0.84 | 0.82 | 1.09 | 0.95 | 0.92 | 1.00 | NA | 0.90 | 1.48 | 1.01 | 0.90 |
1/3-Methylhistidine | ME531442 | 4.32 | 0.81 | 0.75 | 1.23 | 1.50 | 1.16 | 0.70 | NA | 0.28 | 0.45 | 0.47 | 0.30 |
Proline | ME531376 | 3.10 | 0.85 | 0.69 | 1.10 | 1.39 | 0.95 | 0.77 | NA | 0.71 | 0.55 | 0.65 | 0.81 |
Pyroglutamic Acid | ME531392 | 3.02 | 1.14 | 0.77 | 0.99 | 1.10 | 1.04 | 0.72 | NA | 0.58 | 0.64 | 0.61 | 0.76 |
Arginine | ME531445 | 3.26 | 1.04 | 0.55 | 0.75 | 0.66 | 0.90 | 0.77 | 0.04 | 0.81 | 0.53 | 0.96 | 0.80 |
Homoarginine | ME531461 | 3.69 | 1.45 | 0.47 | 0.78 | 1.01 | 0.73 | 0.71 | NA | 0.57 | 0.51 | 0.69 | 0.63 |
N2,N2-Dimethylguanosine | ME531507 | 3.98 | 0.58 | 0.97 | 1.04 | 0.88 | 0.53 | 0.66 | NA | 0.53 | 0.84 | 0.56 | 0.55 |
Leucine /D-Norleucine | ME531399 | 3.42 | 0.97 | 0.73 | 1.22 | 0.60 | 0.79 | 0.73 | NA | 0.61 | 0.69 | 0.59 | 0.62 |
Phenylalanine | ME531436 | 3.61 | 0.76 | 0.84 | 1.28 | 0.87 | 0.67 | 0.71 | NA | 0.55 | 0.72 | 0.64 | 0.55 |
iso-Leucine /allo-isoLeucine | ME531400 | 4.49 | 0.83 | 0.65 | 0.92 | 0.47 | 0.72 | 0.60 | NA | 0.54 | 0.54 | 0.60 | 0.50 |
Trigonelline | ME531409 | 4.26 | 0.61 | 0.62 | 0.98 | 0.81 | 0.79 | 0.54 | NA | 0.79 | 0.59 | 0.26 | 0.86 |
isoValerylcarnitine | ME531486 | 2.04 | 0.44 | 0.50 | 0.77 | 0.28 | 0.57 | 0.63 | NA | 2.06 | 0.36 | 0.76 | 1.68 |
Trimethylamine-N-Oxide (TMAO) | ME531354 | 1.33 | 0.65 | 0.67 | 0.83 | 0.83 | 0.91 | 0.81 | NA | 1.90 | 0.96 | 0.55 | 1.24 |
Dimethylglycine | ME531365 | 2.10 | 0.89 | 1.35 | 1.62 | 2.13 | 0.91 | 0.82 | NA | 0.44 | 1.02 | 0.57 | 0.47 |
2C13-Glutamic acid | ME531424 | 1.94 | 0.87 | 0.92 | 0.89 | 1.03 | 0.94 | 0.94 | 0.83 | 0.94 | 0.89 | 0.93 | 0.82 |
Glycerophosphocholine | ME531490 | 1.18 | 1.22 | 0.72 | 1.25 | 0.99 | 0.70 | 0.84 | NA | 1.26 | 0.33 | 1.19 | 1.30 |
Serine | ME531369 | 2.25 | 1.19 | 0.57 | 0.91 | 1.01 | 1.13 | 0.77 | NA | 0.96 | 0.43 | 0.76 | 1.17 |
Asparagine | ME531402 | 1.70 | 1.15 | 0.51 | 0.99 | 0.90 | 1.00 | 0.87 | NA | 1.02 | 0.56 | 1.10 | 1.16 |
Methionine | ME531423 | 1.60 | 1.09 | 0.56 | 1.12 | 0.87 | 1.00 | 0.87 | NA | 1.21 | 0.45 | 0.72 | 1.47 |
Dimethylarginine (A/SDMA) | ME531469 | 2.06 | 0.84 | 0.62 | 1.64 | 1.56 | 0.94 | 0.83 | NA | 0.62 | 0.81 | 1.08 | 0.72 |
N6-Acetyl-Lysine | ME531460 | 2.19 | 1.04 | 0.90 | 1.59 | 0.97 | 1.41 | 0.65 | NA | 0.64 | 0.54 | 0.79 | 0.72 |
Lysine | ME531420 | 2.58 | 1.09 | 0.60 | 1.19 | 0.78 | 0.77 | 0.83 | 0.03 | 0.81 | 0.60 | 0.99 | 0.90 |
S-Methylcysteine | ME531405 | 2.80 | 0.89 | 0.77 | 1.21 | 0.82 | 0.76 | 0.83 | NA | 0.78 | 0.62 | 0.72 | 0.85 |
Valine | ME531380 | 2.25 | 1.10 | 0.89 | 1.38 | 0.67 | 0.87 | 0.87 | NA | 0.63 | 0.90 | 0.75 | 0.68 |
Tyrosine | ME531454 | 2.34 | 0.91 | 0.88 | 1.42 | 1.02 | 0.76 | 0.82 | 0.16 | 0.84 | 0.66 | 0.75 | 0.98 |
Histidine | ME531431 | 2.10 | 1.05 | 0.76 | 1.18 | 1.27 | 0.81 | 0.89 | 0.08 | 0.88 | 0.83 | 0.71 | 1.02 |
Glycine | ME531353 | 2.19 | 1.03 | 0.71 | 1.24 | 0.88 | 0.95 | 0.81 | NA | 0.84 | 0.78 | 0.75 | 0.91 |
Threonine | ME531382 | 1.95 | 1.23 | 0.59 | 1.15 | 1.02 | 1.01 | 0.89 | NA | 0.75 | 0.74 | 0.92 | 0.93 |
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 |