Clustering data with hclust algorithm for (Study ST001329)
(Analysis AN002215)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 |
|---|---|---|---|---|---|---|
| Serotonin | ME309612 | 0.58 | 0.43 | 0.63 | 3.73 | 0.41 |
| DCMP | ME309504 | 0.79 | 1.09 | 0.37 | 2.28 | 0.89 |
| Reduced glutathione | ME309604 | 0.75 | 0.88 | 0.45 | 2.36 | 0.97 |
| 1-methylnicotinamide | ME309455 | 1.57 | 0.69 | 0.69 | 1.73 | 0.56 |
| Anserine | ME309479 | 0.85 | 0.95 | 0.77 | 0.78 | 1.55 |
| Carnosine | ME309492 | 0.74 | 0.89 | 0.70 | 0.83 | 1.74 |
| Trimethylamine-N-oxide (TMAO) | ME309625 | 1.11 | 1.04 | 1.34 | 1.07 | 0.47 |
| Cystine | ME309502 | 0.97 | 1.58 | 1.17 | 0.83 | 0.49 |
| methionine sulfoxide | ME309563 | 1.08 | 1.19 | 1.42 | 0.54 | 0.65 |
| L-Kynurenine | ME309556 | 1.17 | 0.81 | 1.08 | 1.30 | 0.71 |
| 3-Indoxyl Sulfate | ME309463 | 1.35 | 1.04 | 0.83 | 1.26 | 0.65 |
| Lactose/Trehalose | ME309552 | 1.09 | 1.14 | 0.99 | 1.26 | 0.63 |
| Erythrose-4-phosphate | ME309514 | 1.07 | 1.21 | 0.96 | 1.23 | 0.64 |
| G1P/G6P/F6P/F1P | ME309520 | 1.07 | 1.19 | 0.98 | 1.25 | 0.63 |
| Glucose | ME309523 | 1.05 | 1.08 | 0.78 | 1.34 | 0.88 |
| Mannose | ME309561 | 1.13 | 1.11 | 0.86 | 1.23 | 0.77 |
| N-Acetyl-aspartyl-glutamate (naag) | ME309570 | 0.78 | 1.32 | 0.93 | 0.96 | 1.03 |
| Sedoheptulose 7-phosphate | ME309610 | 0.94 | 1.02 | 1.21 | 1.06 | 0.78 |
| Pipecolate | ME309596 | 0.97 | 1.18 | 1.14 | 1.02 | 0.71 |
| Putrescine | ME309599 | 1.06 | 1.16 | 1.13 | 1.02 | 0.67 |
| Glycerol-3-P | ME309528 | 1.18 | 1.01 | 1.01 | 0.96 | 0.84 |
| 2/3-Phosphoglyceric Acid | ME309456 | 1.10 | 1.05 | 0.96 | 1.04 | 0.88 |
| Indole-3-Lactate | ME309545 | 1.12 | 1.06 | 0.96 | 1.07 | 0.83 |
| 1/3-Methylhistidine | ME309451 | 1.12 | 1.14 | 1.03 | 0.99 | 0.75 |
| Orotate | ME309587 | 1.08 | 1.07 | 1.10 | 0.92 | 0.82 |
| cAMP | ME309490 | 1.11 | 1.19 | 0.89 | 0.94 | 0.89 |
| D-GA3P | ME309507 | 1.16 | 1.27 | 0.92 | 0.99 | 0.71 |
| DHAP | ME309508 | 1.15 | 1.24 | 0.91 | 1.01 | 0.75 |
| N-AcetylGlycine | ME309571 | 1.10 | 0.87 | 0.77 | 1.37 | 1.00 |
| Methylmalonate | ME309564 | 0.85 | 1.05 | 0.76 | 1.31 | 1.13 |
| n-isobutyrylglycine | ME309583 | 0.88 | 1.07 | 0.83 | 1.28 | 1.04 |
| NADPH | ME309578 | 0.99 | 1.12 | 0.87 | 1.15 | 0.93 |
| 2-hydroxybutyrate | ME309459 | 1.04 | 0.91 | 0.88 | 1.26 | 0.98 |
| 6-phosphogluconic acid | ME309468 | 0.98 | 1.03 | 0.86 | 1.17 | 1.03 |
| Glycerophosphocholine | ME309529 | 1.02 | 0.97 | 0.90 | 1.16 | 1.00 |
| Guanidinoacetate | ME309533 | 1.06 | 0.95 | 0.88 | 1.13 | 1.03 |
| Acetylcarnitine | ME309470 | 0.95 | 0.82 | 0.97 | 1.18 | 1.11 |
| isoValeric Acid /4-oxobutanoate/acetoacetate | ME309549 | 0.90 | 0.92 | 0.86 | 1.15 | 1.20 |
| Thiamine pyrophosphate | ME309620 | 0.88 | 1.03 | 0.91 | 1.10 | 1.12 |
| Ergocalciferol | ME309512 | 1.26 | 0.75 | 1.03 | 0.83 | 1.06 |
| mannitol | ME309560 | 1.17 | 0.85 | 1.07 | 0.87 | 0.99 |
| Sorbitol | ME309613 | 1.17 | 0.91 | 1.03 | 0.81 | 1.01 |
| NADP | ME309577 | 1.17 | 0.90 | 0.90 | 0.88 | 1.10 |
| Tetrahydrobiopterin | ME309618 | 1.21 | 0.89 | 0.81 | 1.00 | 1.09 |
| 3HBA | ME309461 | 1.11 | 0.86 | 0.88 | 1.03 | 1.12 |
| Ethylmalonic acid | ME309516 | 1.11 | 0.88 | 0.85 | 0.95 | 1.18 |
| Linoleic Acid | ME309554 | 1.13 | 0.99 | 0.87 | 1.04 | 0.99 |
| Linolenic Acid | ME309555 | 1.16 | 0.96 | 0.86 | 1.04 | 0.99 |
| Adenylosuccinate | ME309473 | 1.15 | 1.04 | 0.75 | 1.03 | 1.06 |
| AMP | ME309478 | 1.04 | 1.02 | 0.76 | 1.09 | 1.12 |
| Cystathionine | ME309501 | 0.78 | 1.05 | 1.05 | 0.87 | 1.19 |
| Aspartic Acid | ME309485 | 0.97 | 1.02 | 1.00 | 0.78 | 1.17 |
| Citrulline | ME309496 | 0.95 | 0.91 | 0.92 | 1.02 | 1.18 |
| 5^-methylthioadenosine | ME309466 | 0.91 | 0.94 | 0.91 | 0.97 | 1.24 |
| S-adenosylmethionine (SAM) | ME309608 | 0.92 | 1.00 | 0.92 | 0.95 | 1.19 |
| Glutamic acid | ME309524 | 0.93 | 0.95 | 1.04 | 0.90 | 1.13 |
| Mevalonate | ME309565 | 0.92 | 0.95 | 1.00 | 0.93 | 1.15 |
| ADP | ME309474 | 0.93 | 0.92 | 0.97 | 0.94 | 1.20 |
| Cholesteryl sulfate | ME309494 | 0.92 | 0.87 | 1.00 | 0.93 | 1.23 |
| indole-3-carboxylic acid | ME309544 | 0.86 | 0.97 | 1.15 | 1.13 | 0.91 |
| phosphocreatine | ME309594 | 0.90 | 0.87 | 1.16 | 1.11 | 0.98 |
| Deoxyguanosine | ME309506 | 0.96 | 1.17 | 1.03 | 0.91 | 0.93 |
| riboflavin | ME309605 | 1.05 | 1.15 | 0.98 | 0.83 | 0.97 |
| N-Carbamoyl-B-Alanine | ME309579 | 1.04 | 0.88 | 1.08 | 1.07 | 0.94 |
| n-glycylproline | ME309581 | 1.11 | 0.88 | 1.03 | 1.09 | 0.91 |
| 3-hydroxyisovaleric acid | ME309462 | 1.13 | 0.82 | 1.04 | 1.04 | 0.97 |
| isovalerylcarnitine | ME309550 | 1.11 | 0.87 | 1.10 | 0.98 | 0.92 |
| Urate | ME309632 | 1.11 | 0.85 | 1.09 | 1.05 | 0.90 |
| Ornithine | ME309586 | 0.92 | 0.96 | 1.15 | 0.93 | 1.00 |
| Oxidized glutathione | ME309588 | 0.93 | 0.95 | 1.18 | 0.89 | 1.00 |
| gamma-Aminobutyrate | ME309521 | 0.94 | 0.92 | 1.17 | 1.02 | 0.94 |
| 2-aminoisobutyric acid | ME309457 | 0.94 | 0.95 | 1.19 | 0.97 | 0.93 |
| Hypoxanthine | ME309542 | 0.93 | 0.93 | 1.17 | 0.97 | 0.96 |
| 1-methylguanidine | ME309453 | 0.98 | 0.88 | 1.07 | 0.95 | 1.08 |
| ethanolamine | ME309515 | 0.90 | 0.91 | 1.11 | 1.00 | 1.06 |
| Argininosuccinate | ME309483 | 0.92 | 0.95 | 1.09 | 0.99 | 1.04 |
| Betaine Aldehyde | ME309489 | 0.91 | 0.95 | 1.08 | 0.96 | 1.07 |
| Choline | ME309495 | 0.92 | 0.93 | 1.11 | 0.95 | 1.06 |
| Pyroglutamic Acid | ME309602 | 1.02 | 0.95 | 1.00 | 0.85 | 1.11 |
| 1-Methyladenosine | ME309452 | 1.01 | 0.93 | 1.07 | 0.89 | 1.05 |
| SAH | ME309609 | 0.95 | 0.97 | 1.09 | 0.88 | 1.06 |
| arabitol/xylitol | ME309480 | 1.06 | 1.07 | 0.97 | 0.93 | 0.96 |
| Palmitic Acid | ME309589 | 1.08 | 1.02 | 0.93 | 0.97 | 1.00 |
| dimethylarginine (A/SDMA) | ME309509 | 1.07 | 0.97 | 0.97 | 0.97 | 1.01 |
| Glycerate | ME309527 | 1.06 | 1.00 | 0.97 | 1.01 | 0.97 |
| Phosphoadenosine phosphosulfate | ME309593 | 0.95 | 0.91 | 1.03 | 1.07 | 1.05 |
| Inositol | ME309547 | 0.96 | 0.97 | 1.00 | 1.03 | 1.04 |
| ATP | ME309486 | 0.96 | 0.93 | 1.03 | 1.03 | 1.05 |
| N6-Trimethyllysine | ME309568 | 0.94 | 0.95 | 1.03 | 1.00 | 1.06 |
| Tryptophan | ME309626 | 1.01 | 0.94 | 1.05 | 0.99 | 1.00 |
| 1-Methylhistamine | ME309454 | 1.04 | 0.93 | 1.02 | 0.97 | 1.02 |
| Tyrosine | ME309627 | 1.05 | 0.97 | 1.02 | 0.96 | 0.99 |
| Histidine | ME309537 | 1.00 | 0.98 | 1.05 | 1.00 | 0.98 |
| Inosine | ME309546 | 0.97 | 0.99 | 1.04 | 1.00 | 1.00 |
| Glutamine | ME309525 | 0.99 | 1.00 | 1.03 | 0.99 | 0.98 |
| Creatine | ME309498 | 0.99 | 0.99 | 1.02 | 0.99 | 1.00 |
| Taurine | ME309616 | 1.00 | 1.00 | 1.01 | 0.98 | 1.01 |
| lactate | ME309551 | 0.99 | 1.00 | 0.98 | 1.05 | 0.99 |
| Ribose-5-P | ME309606 | 1.01 | 1.02 | 0.98 | 1.00 | 0.99 |
| N-Ac-L-Glutamine | ME309573 | 1.06 | 0.94 | 0.93 | 1.03 | 1.04 |
| Niacinamide | ME309582 | 1.01 | 0.99 | 0.92 | 1.04 | 1.06 |
| NAD | ME309575 | 1.00 | 0.96 | 0.95 | 1.05 | 1.05 |
| Pyridoxal-5-P | ME309600 | 1.01 | 0.97 | 0.95 | 1.06 | 1.02 |
| FAD | ME309518 | 0.97 | 1.00 | 0.96 | 0.99 | 1.07 |
| Alanine | ME309475 | 0.98 | 0.97 | 0.99 | 1.00 | 1.05 |
| homoarginine | ME309538 | 0.98 | 0.96 | 0.98 | 0.99 | 1.08 |
| Fumaric Acid | ME309519 | 1.02 | 1.00 | 0.93 | 0.99 | 1.07 |
| Histamine | ME309536 | 1.01 | 0.99 | 0.98 | 1.00 | 1.02 |
| Carnitine | ME309491 | 1.01 | 0.98 | 0.96 | 1.00 | 1.05 |
| Malate | ME309558 | 1.01 | 0.98 | 0.96 | 1.00 | 1.05 |
| Creatinine | ME309499 | 0.99 | 1.04 | 0.98 | 0.95 | 1.03 |
| Hydroxyproline | ME309540 | 0.99 | 1.03 | 0.96 | 0.96 | 1.05 |
| Betaine | ME309488 | 1.01 | 0.99 | 0.95 | 0.93 | 1.09 |
| Thiamine | ME309619 | 1.01 | 0.97 | 1.00 | 0.94 | 1.06 |
| Aminolevulinate | ME309477 | 0.99 | 0.99 | 0.99 | 0.96 | 1.06 |
| CDP | ME309493 | 0.98 | 1.00 | 0.99 | 0.95 | 1.07 |
| Arachidonate | ME309481 | 1.05 | 1.06 | 0.82 | 1.05 | 1.05 |
| GMP | ME309531 | 1.02 | 1.05 | 0.89 | 1.01 | 1.05 |
| UMP | ME309630 | 1.03 | 1.11 | 0.86 | 0.98 | 1.04 |
| Uridine | ME309633 | 0.97 | 1.07 | 0.85 | 1.03 | 1.10 |
| IMP | ME309543 | 0.94 | 1.05 | 0.91 | 1.06 | 1.07 |
| Deoxycarnitine | ME309505 | 0.97 | 1.03 | 0.92 | 0.99 | 1.09 |
| succinylcarnitine | ME309614 | 0.96 | 1.01 | 0.94 | 1.03 | 1.06 |
| NADH | ME309576 | 1.00 | 1.03 | 0.88 | 0.93 | 1.13 |
| CMP | ME309497 | 0.97 | 0.98 | 0.94 | 0.97 | 1.13 |
| glutarylcarnitine | ME309526 | 0.96 | 1.07 | 0.94 | 0.94 | 1.08 |
| Phosphotyrosine | ME309595 | 0.95 | 1.03 | 0.96 | 0.94 | 1.10 |
| xylonate | ME309637 | 0.99 | 1.06 | 1.10 | 1.00 | 0.86 |
| Uracil | ME309631 | 0.99 | 1.03 | 1.14 | 0.93 | 0.88 |
| Proline | ME309597 | 0.96 | 1.04 | 1.16 | 0.97 | 0.86 |
| Serine | ME309611 | 0.96 | 1.07 | 1.13 | 0.96 | 0.87 |
| Xanthosine | ME309636 | 0.95 | 1.06 | 1.12 | 0.92 | 0.93 |
| Guanosine | ME309535 | 0.96 | 1.05 | 1.11 | 0.94 | 0.92 |
| Threonine | ME309622 | 0.95 | 1.04 | 1.11 | 0.93 | 0.94 |
| Pentothenate | ME309590 | 0.98 | 1.10 | 1.07 | 0.93 | 0.91 |
| Pyridoxamine | ME309601 | 0.99 | 1.08 | 1.10 | 0.87 | 0.93 |
| CTP | ME309500 | 1.02 | 1.07 | 0.97 | 1.03 | 0.93 |
| Ribulose 5-phosphate | ME309607 | 1.04 | 1.02 | 1.04 | 1.00 | 0.91 |
| Allantoin | ME309476 | 0.98 | 1.05 | 1.04 | 0.98 | 0.95 |
| Cytidine | ME309503 | 1.00 | 1.07 | 1.02 | 0.99 | 0.93 |
| Guanine | ME309534 | 1.02 | 1.05 | 1.02 | 0.97 | 0.94 |
| Glycine | ME309530 | 0.92 | 1.05 | 1.03 | 0.98 | 1.01 |
| 2^-deoxycytidine | ME309458 | 0.98 | 1.02 | 1.05 | 0.94 | 0.99 |
| Asparagine | ME309484 | 0.99 | 1.04 | 1.05 | 0.89 | 1.00 |
| 2-Hydroxyglutarate | ME309460 | 1.00 | 1.06 | 1.07 | 1.09 | 0.82 |
| N-Acetylneuraminate | ME309572 | 1.05 | 1.01 | 0.97 | 1.09 | 0.93 |
| 7-methylguanine | ME309469 | 1.05 | 0.93 | 1.02 | 1.14 | 0.90 |
| o-phosphoethanolamine | ME309585 | 1.06 | 0.97 | 1.00 | 1.14 | 0.88 |
| Epinephrine | ME309511 | 1.04 | 0.99 | 1.06 | 1.03 | 0.90 |
| Leucine /D-norleucine | ME309553 | 1.04 | 0.95 | 1.07 | 1.05 | 0.90 |
| Phenylalanine | ME309592 | 1.03 | 0.97 | 1.09 | 1.03 | 0.89 |
| Glucoronate | ME309522 | 1.05 | 0.95 | 1.11 | 1.05 | 0.85 |
| Xanthine | ME309635 | 1.01 | 0.95 | 1.13 | 1.03 | 0.88 |
| iso-Leucine /allo-isoleucine | ME309548 | 1.03 | 0.93 | 1.06 | 1.02 | 0.95 |
| GTP | ME309532 | 1.03 | 0.96 | 1.01 | 1.05 | 0.96 |
| Taurocyamine | ME309617 | 1.06 | 0.96 | 1.02 | 1.04 | 0.93 |
| Arginine | ME309482 | 0.96 | 0.97 | 1.11 | 1.00 | 0.96 |
| N-Ac-Alanine | ME309569 | 0.99 | 0.97 | 1.08 | 1.03 | 0.93 |
| Valine | ME309634 | 1.00 | 0.97 | 1.08 | 1.02 | 0.93 |
| Lysine | ME309557 | 1.00 | 0.97 | 1.08 | 0.99 | 0.95 |
| N6-Acetyl-lysine | ME309567 | 0.99 | 0.99 | 1.08 | 0.97 | 0.96 |
| pseudouridine | ME309598 | 0.99 | 1.00 | 1.05 | 1.06 | 0.92 |
| UDP-GlcNAc | ME309628 | 0.94 | 0.99 | 1.05 | 1.08 | 0.96 |
| Sucrose | ME309615 | 0.88 | 0.88 | 1.37 | 0.96 | 0.87 |
| 6-Methyladenosine | ME309467 | 0.98 | 0.87 | 1.27 | 0.73 | 1.04 |
| Thymine | ME309623 | 0.92 | 1.00 | 1.30 | 0.78 | 0.92 |
| Dimethylglycine | ME309510 | 1.03 | 0.98 | 1.16 | 0.85 | 0.92 |
| trigonelline | ME309624 | 0.99 | 1.04 | 1.26 | 0.88 | 0.78 |
| homocitrulline | ME309539 | 1.24 | 0.78 | 1.23 | 0.94 | 0.76 |
| N-Ac-Methionine | ME309574 | 0.96 | 0.62 | 1.36 | 1.06 | 0.96 |
| Pyruvate | ME309603 | 0.95 | 0.66 | 1.29 | 1.16 | 0.93 |
| N2,N2-Dimethylguanosine | ME309566 | 1.14 | 0.63 | 1.20 | 0.97 | 1.01 |
| 5-methylcytidine | ME309465 | 0.89 | 0.79 | 1.28 | 0.97 | 1.02 |
| Methionine | ME309562 | 1.00 | 0.73 | 1.24 | 1.01 | 0.98 |
| PGE | ME309591 | 1.05 | 0.76 | 1.20 | 0.93 | 1.01 |
| UDP-Glucose | ME309629 | 0.82 | 0.84 | 1.21 | 0.76 | 1.25 |
| beta alanine | ME309487 | 0.99 | 0.81 | 0.77 | 0.91 | 1.45 |
| Hypotaurine | ME309541 | 0.90 | 0.77 | 0.86 | 0.99 | 1.43 |
| 5-Aminovaleric Acid | ME309464 | 1.04 | 0.73 | 1.04 | 0.98 | 1.16 |
| n-formylmethionine | ME309580 | 1.00 | 0.72 | 1.04 | 1.07 | 1.15 |
| Adenine | ME309471 | 0.90 | 0.84 | 0.91 | 1.02 | 1.30 |
| Malondialdehyde | ME309559 | 0.98 | 0.70 | 0.92 | 1.00 | 1.34 |
| n-isovalerylglycine | ME309584 | 0.97 | 0.73 | 0.98 | 1.01 | 1.26 |
| Adenosine | ME309472 | 1.51 | 0.84 | 0.77 | 0.78 | 1.05 |
| F16BP/F26BP/G16BP | ME309517 | 1.37 | 1.36 | 0.86 | 0.85 | 0.60 |
| erythronic acid | ME309513 | 1.16 | 1.25 | 0.85 | 0.68 | 1.01 |
| threonic acid | ME309621 | 1.19 | 1.25 | 0.83 | 0.62 | 1.05 |
Factors:
| F1 | Age (Months):26 | Treatment:NMN (300 mg/kg/day) |
| F2 | Age (Months):26 | Treatment:None |
| F3 | Age (Months):26 | Treatment:SS-31 (3 mg/kg/day) |
| F4 | Age (Months):26 | Treatment:SS-31 (3 mg/kg/day) + NMN (300 mg/kg/day) |
| F5 | Age (Months):5-6 | Treatment:None |