Clustering data with hclust algorithm for (Study ST004205)
HILIC POSITIVE ION MODE (Analysis AN006994)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Kynurenic acid | ME1136558 | 0.52 | NA | 0.69 | 4.50 | 1.38 | 0.69 | 2.08 | 1.04 | 0.69 | 0.58 |
| Stearoylcarnitine | ME1136625 | 1.04 | NA | NA | 1.04 | NA | 1.04 | 1.30 | 1.04 | 1.04 | 0.08 |
| Sucrose | ME1136626 | 1.66 | 0.07 | 0.14 | 1.73 | 0.16 | 0.83 | 1.85 | 0.21 | 2.30 | 0.14 |
| Histamine | ME1136544 | 1.71 | 2.00 | 1.09 | NA | NA | 0.41 | 0.16 | 0.09 | NA | NA |
| Citrulline | ME1136500 | 2.97 | 1.14 | 0.78 | 0.68 | 0.58 | 0.90 | 0.55 | 0.52 | 1.17 | 0.75 |
| Deoxyadenosine | ME1136516 | 0.54 | 0.73 | 1.06 | 0.87 | 0.97 | 0.75 | 0.67 | 1.97 | 0.73 | 1.40 |
| gamma-Aminobutyric acid | ME1136650 | 1.11 | 1.11 | 1.11 | NA | 0.10 | 1.11 | NA | 0.08 | 1.11 | 1.11 |
| Cystine | ME1136511 | 0.95 | NA | 0.95 | 0.95 | 0.95 | 0.95 | 0.95 | 0.95 | 1.43 | 0.95 |
| Kynurenine | ME1136559 | 0.84 | 0.75 | 0.63 | 0.94 | 0.75 | 1.03 | 0.56 | 0.47 | 1.69 | 2.06 |
| Ethanolamine | ME1136528 | 1.74 | 1.33 | 0.68 | 1.33 | 0.68 | 0.49 | 2.12 | 0.65 | 0.82 | 0.32 |
| Palmitoylcarnitine | ME1136604 | 1.59 | 0.83 | 0.89 | 1.48 | 0.62 | 0.81 | 1.49 | 0.66 | 1.07 | 0.41 |
| Hypoxanthine | ME1136552 | 1.23 | 2.33 | 1.43 | 1.09 | 1.19 | 0.95 | 1.01 | 0.91 | 0.45 | 0.51 |
| Hydroxyisovaleroyl carnitine | ME1136550 | 1.74 | 2.66 | 1.37 | 1.00 | 0.89 | 1.01 | 0.74 | 0.77 | 0.55 | 0.61 |
| Isovalerylcarnitine | ME1136556 | 1.72 | 2.63 | 1.43 | 1.14 | 1.04 | 1.01 | 0.78 | 0.83 | 0.36 | 0.38 |
| Uridine | ME1136641 | 1.11 | 1.85 | 1.36 | 0.65 | 1.02 | 0.65 | 1.11 | 1.20 | 0.62 | 1.11 |
| 1-Methylnicotinamide | ME1136437 | 1.46 | 1.56 | 0.99 | 1.11 | 0.91 | 1.50 | 1.12 | 1.07 | 0.31 | 0.37 |
| Adenine | ME1136474 | 1.07 | 1.11 | 1.16 | 0.96 | 1.15 | 0.71 | 1.13 | 1.35 | 0.64 | 0.85 |
| Imidazoleacetic acid | ME1136553 | 0.90 | 1.01 | 0.90 | 1.07 | 1.47 | 0.77 | 0.91 | 1.24 | 0.79 | 0.93 |
| Taurine | ME1136627 | 0.91 | 0.91 | 0.90 | 1.07 | 1.44 | 0.71 | 1.03 | 1.25 | 0.74 | 0.94 |
| N1-Acetylspermidine | ME1136583 | 1.36 | 1.78 | 0.75 | 1.29 | 1.06 | 0.78 | 1.25 | 1.16 | 0.62 | 0.47 |
| Dopa | ME1136522 | 0.90 | 1.03 | 0.69 | 1.16 | 1.23 | 0.97 | 1.16 | 1.35 | 0.39 | 0.52 |
| 3-Hydroxy-N6,N6,N6-Trimethyllysine | ME1136446 | 1.26 | 1.32 | 0.79 | 1.06 | 0.93 | 1.06 | 1.39 | 1.19 | 0.66 | 0.53 |
| N1-N8-Diacetylspermidine | ME1136587 | 0.99 | 1.20 | 0.73 | 1.35 | 1.12 | 1.00 | 1.32 | 1.14 | 0.70 | 0.52 |
| Glutamic acid | ME1136533 | 1.33 | 2.20 | 1.24 | 0.56 | 0.61 | 1.06 | 0.45 | 0.49 | 1.31 | 1.70 |
| Ureidopropionic acid | ME1136639 | 1.21 | 2.27 | 1.13 | 0.85 | 0.59 | 0.85 | 0.32 | 0.70 | 1.54 | 1.34 |
| Hydroxyhexanoylcarnitine | ME1136549 | 1.46 | 2.39 | 1.30 | 0.93 | 0.91 | 1.02 | 0.64 | 0.69 | 0.86 | 0.91 |
| Glycerophosphocholine | ME1136539 | 1.62 | 2.38 | 1.26 | 0.78 | 0.72 | 1.07 | 0.88 | 0.68 | 0.88 | 0.82 |
| Valerobetaine | ME1136642 | 1.67 | 2.20 | 1.33 | 0.82 | 0.71 | 0.96 | 0.74 | 0.64 | 0.98 | 0.93 |
| cADPRibose | ME1136649 | 1.50 | 2.29 | 1.06 | 0.86 | 0.70 | 1.05 | 0.73 | 0.60 | 1.15 | 1.08 |
| S-Adenosylhomocysteine | ME1136618 | 1.51 | 2.14 | 1.02 | 0.83 | 0.77 | 1.08 | 0.78 | 0.44 | 1.31 | 1.00 |
| Ergothioneine | ME1136527 | 1.71 | 2.56 | 1.18 | 0.70 | 0.73 | 0.93 | 0.55 | 0.44 | 1.25 | 1.17 |
| Carnitine | ME1136497 | 1.39 | 2.59 | 1.01 | 0.70 | 0.70 | 1.08 | 0.66 | 0.62 | 1.19 | 1.25 |
| Glutathione | ME1136536 | 1.39 | 2.48 | 1.05 | 0.78 | 0.72 | 0.94 | 0.63 | 0.45 | 1.38 | 1.29 |
| Inosine | ME1136555 | 0.90 | 1.03 | 1.55 | 0.90 | 0.69 | 1.42 | 0.52 | 1.03 | 0.90 | 1.16 |
| Guanine | ME1136541 | 0.75 | 0.81 | 1.24 | 0.65 | 0.85 | 1.49 | 0.69 | 0.93 | 1.09 | 1.37 |
| Dopamine | ME1136523 | 0.95 | 0.52 | 0.97 | 0.76 | 0.83 | 1.41 | 0.80 | 0.87 | 1.22 | 1.31 |
| Xanthosine | ME1136647 | 0.93 | 0.50 | 0.94 | 0.78 | 0.80 | 1.45 | 0.80 | 0.90 | 1.28 | 1.23 |
| 8-Hydroxyguanosine | ME1136468 | 0.93 | 0.81 | 0.87 | 1.01 | 0.91 | 1.71 | 0.86 | 0.76 | 1.03 | 0.93 |
| Trimethylamine-N-oxide | ME1136634 | 1.04 | 1.27 | 0.92 | 0.82 | 0.88 | 1.47 | 0.84 | 0.86 | 1.02 | 1.06 |
| Dimethylethanolamine | ME1136519 | 1.06 | 0.61 | 0.81 | 0.82 | 0.67 | 1.98 | 0.73 | 0.56 | 1.30 | 1.12 |
| Creatinine | ME1136504 | 1.20 | 1.06 | 0.94 | 0.85 | 0.67 | 1.50 | 0.67 | 0.55 | 1.46 | 1.12 |
| Xanthine | ME1136646 | 1.17 | 0.74 | 0.90 | 0.92 | 0.74 | 1.54 | 0.74 | 0.74 | 1.29 | 0.99 |
| N1-N12-Diacetylspermine | ME1136586 | 1.22 | 0.92 | 0.64 | 1.04 | 0.89 | 0.74 | 1.34 | 1.10 | 1.10 | 0.85 |
| Homocysteine | ME1136546 | 1.02 | 0.75 | 1.16 | 0.86 | 0.68 | 1.04 | 0.95 | 0.83 | 1.34 | 1.23 |
| Arginine | ME1136481 | 1.17 | 0.92 | 1.23 | 1.00 | 0.83 | 0.99 | 0.95 | 0.80 | 1.18 | 0.94 |
| Mannose | ME1136566 | 1.16 | 1.11 | 1.11 | 0.92 | 0.78 | 0.94 | 1.11 | 0.84 | 1.28 | 0.86 |
| Uric acid | ME1136640 | 0.97 | 0.88 | 1.24 | 0.80 | 0.88 | 0.96 | 1.06 | 0.85 | 1.46 | 0.87 |
| Glucose | ME1136532 | 1.09 | 0.87 | 1.07 | 0.92 | 0.75 | 0.95 | 1.13 | 0.84 | 1.41 | 0.89 |
| Linoleyl carnitine | ME1136563 | 1.09 | 0.77 | 1.02 | 0.83 | 0.77 | 1.15 | 1.09 | 0.77 | 1.47 | 0.89 |
| Adenosine | ME1136475 | 1.04 | 1.20 | 1.28 | 1.10 | 0.85 | 0.78 | 1.09 | 0.93 | 0.87 | 1.09 |
| Arabitol | ME1136480 | 1.03 | 0.98 | 1.08 | 0.73 | 0.94 | 0.96 | 0.98 | 0.99 | 1.11 | 1.19 |
| Betaine | ME1136488 | 0.99 | 1.24 | 0.93 | 1.01 | 0.99 | 0.98 | 1.04 | 0.93 | 0.99 | 1.05 |
| 5-Hydroxyindoleacetic acid | ME1136457 | 1.17 | 0.94 | 0.94 | 0.94 | 0.94 | 0.94 | 0.94 | 0.94 | 1.17 | 0.94 |
| Cysteinylglycine | ME1136510 | 1.06 | 0.99 | 0.97 | 1.01 | 0.94 | 0.96 | 1.02 | 0.96 | 1.04 | 1.02 |
| Myristoylcarnitine | ME1136572 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Octanoylcarnitine | ME1136600 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 4-Trimethylammoniobutanal | ME1136454 | 1.19 | 1.06 | 1.24 | 0.94 | 0.79 | 1.06 | 0.93 | 1.06 | 0.93 | 0.93 |
| Nicotinamide riboside | ME1136595 | 1.43 | 1.13 | 1.18 | 0.94 | 0.98 | 1.07 | 0.98 | 0.76 | 0.91 | 0.88 |
| 5^-Methylthioadenosine | ME1136455 | 1.66 | 1.37 | 0.86 | 0.94 | 0.77 | 1.39 | 0.69 | 0.58 | 1.20 | 0.79 |
| Melatonin | ME1136567 | 1.42 | 1.03 | 0.86 | 1.03 | 0.77 | 1.54 | 0.64 | 0.69 | 1.16 | 0.77 |
| 9-Hexadecenoylcarnitine | ME1136470 | 1.20 | 1.13 | 1.08 | 0.89 | 0.62 | 0.84 | 0.80 | 0.58 | 1.58 | 1.40 |
| Tryptophan | ME1136636 | 1.33 | 1.56 | 0.98 | 1.02 | 0.90 | 1.11 | 0.91 | 0.79 | 0.97 | 0.86 |
| Acetylcarnitine | ME1136472 | 1.54 | 1.47 | 1.26 | 0.91 | 0.75 | 0.96 | 0.92 | 0.77 | 0.97 | 0.87 |
| Hydroxybutyrylcarnitine | ME1136548 | 1.49 | 1.67 | 1.20 | 0.95 | 0.76 | 0.99 | 0.98 | 0.78 | 0.91 | 0.84 |
| 4-Hydroxyproline | ME1136453 | 1.45 | 1.59 | 1.10 | 0.98 | 0.80 | 1.01 | 0.81 | 0.66 | 1.10 | 0.96 |
| S-Adenosylmethionine | ME1136619 | 1.46 | 1.82 | 1.11 | 1.01 | 0.80 | 1.02 | 0.81 | 0.68 | 1.05 | 0.90 |
| Hexanoylcarnitine | ME1136543 | 1.67 | 1.78 | 1.19 | 1.00 | 0.78 | 0.89 | 0.78 | 0.67 | 1.00 | 0.89 |
| Niacinamide | ME1136592 | 1.75 | 1.60 | 1.09 | 0.85 | 0.74 | 0.96 | 0.78 | 0.66 | 1.12 | 0.91 |
| Propionylcarnitine | ME1136613 | 1.43 | 2.02 | 1.16 | 1.02 | 0.99 | 0.99 | 0.89 | 0.83 | 0.74 | 0.74 |
| Butyrylcarnitine | ME1136492 | 1.53 | 1.96 | 1.14 | 1.01 | 0.87 | 0.98 | 0.85 | 0.76 | 0.91 | 0.75 |
| N-Acetylaspartic acid | ME1136576 | 1.53 | 2.02 | 1.21 | 0.89 | 0.82 | 0.94 | 0.85 | 0.83 | 0.83 | 0.90 |
| Choline | ME1136499 | 1.32 | 1.74 | 1.22 | 0.77 | 0.83 | 1.03 | 0.78 | 0.75 | 1.04 | 1.13 |
| Butyrobetaine | ME1136491 | 1.26 | 2.01 | 1.19 | 0.86 | 0.87 | 1.01 | 0.74 | 0.88 | 0.90 | 1.08 |
| Thiamine | ME1136631 | 1.35 | 2.14 | 1.21 | 0.89 | 0.78 | 1.06 | 0.72 | 0.71 | 1.06 | 0.98 |
| Valine | ME1136644 | 1.34 | 1.79 | 0.89 | 1.04 | 0.97 | 0.74 | 0.89 | 0.60 | 1.19 | 1.12 |
| Asymmetric dimethylarginine | ME1136487 | 1.13 | 1.24 | 1.10 | 0.89 | 0.77 | 0.99 | 0.91 | 0.75 | 1.30 | 1.12 |
| Pyridoxamine | ME1136616 | 1.21 | 1.25 | 1.00 | 0.82 | 0.84 | 0.93 | 0.99 | 0.82 | 1.23 | 1.09 |
| Methionine S-oxide | ME1136569 | 1.35 | 1.29 | 0.99 | 0.87 | 0.84 | 0.97 | 0.99 | 0.78 | 1.25 | 0.89 |
| Serine | ME1136621 | 1.49 | 1.24 | 1.06 | 0.82 | 0.76 | 0.98 | 0.84 | 0.72 | 1.25 | 1.04 |
| N-Acetylserine | ME1136581 | 1.11 | 1.48 | 0.99 | 0.74 | 0.66 | 0.99 | 0.62 | 0.66 | 1.60 | 1.36 |
| Creatine | ME1136503 | 1.17 | 1.44 | 1.07 | 0.82 | 0.78 | 0.89 | 0.75 | 0.65 | 1.44 | 1.32 |
| Asparagine | ME1136484 | 1.20 | 1.42 | 1.11 | 0.85 | 0.75 | 0.97 | 0.76 | 0.67 | 1.29 | 1.32 |
| Glutamine | ME1136535 | 1.23 | 1.48 | 1.04 | 0.85 | 0.74 | 1.00 | 0.78 | 0.63 | 1.39 | 1.22 |
| 5-Hydroxytryptophan | ME1136458 | 1.31 | 1.75 | 1.05 | 0.96 | 0.70 | 0.96 | 0.88 | 0.58 | 1.40 | 0.88 |
| N6,N6,N6-Trimethyllysine | ME1136590 | 1.32 | 1.59 | 1.18 | 0.80 | 0.64 | 0.95 | 0.77 | 0.58 | 1.50 | 1.16 |
| Glycine | ME1136540 | 1.32 | 1.66 | 1.09 | 0.75 | 0.75 | 0.94 | 0.82 | 0.66 | 1.33 | 1.21 |
| Homoserine | ME1136547 | 1.33 | 1.56 | 1.07 | 0.80 | 0.70 | 0.98 | 0.79 | 0.63 | 1.38 | 1.19 |
| Methionine | ME1136568 | 1.39 | 1.75 | 1.20 | 0.84 | 0.74 | 0.96 | 0.75 | 0.66 | 1.20 | 1.12 |
| Epinephrine | ME1136526 | 1.38 | 1.70 | 1.11 | 0.85 | 0.73 | 0.99 | 0.80 | 0.64 | 1.26 | 1.08 |
| Phenylalanine | ME1136607 | 1.36 | 1.66 | 1.10 | 0.88 | 0.75 | 0.99 | 0.80 | 0.65 | 1.23 | 1.09 |
| Alanine | ME1136478 | 1.42 | 1.61 | 1.17 | 0.85 | 0.70 | 0.98 | 0.73 | 0.70 | 1.19 | 1.16 |
| Leucine | ME1136561 | 1.34 | 1.64 | 1.15 | 0.82 | 0.71 | 0.99 | 0.76 | 0.66 | 1.27 | 1.17 |
| Sarcosine | ME1136620 | 1.37 | 1.59 | 1.18 | 0.85 | 0.73 | 1.00 | 0.77 | 0.65 | 1.22 | 1.14 |
| Tyrosine | ME1136637 | 1.45 | 1.76 | 1.10 | 0.88 | 0.70 | 0.98 | 0.72 | 0.57 | 1.40 | 1.03 |
| Proline | ME1136612 | 1.34 | 1.75 | 1.18 | 0.80 | 0.70 | 0.94 | 0.79 | 0.60 | 1.38 | 1.12 |
| Threonine | ME1136632 | 1.44 | 1.74 | 1.11 | 0.79 | 0.67 | 1.03 | 0.70 | 0.58 | 1.33 | 1.19 |
| Histidine | ME1136545 | 1.32 | 1.47 | 1.13 | 0.94 | 0.77 | 0.97 | 0.86 | 0.65 | 1.25 | 1.09 |
| 1-Methylhistidine | ME1136436 | 1.36 | 1.48 | 1.15 | 0.86 | 0.68 | 1.05 | 0.86 | 0.62 | 1.36 | 0.99 |
| Pyroglutamic acid | ME1136617 | 1.25 | 1.60 | 1.18 | 0.83 | 0.66 | 1.01 | 0.88 | 0.61 | 1.40 | 1.07 |
| Lysine | ME1136564 | 1.31 | 1.66 | 1.22 | 0.93 | 0.73 | 0.93 | 0.92 | 0.67 | 1.29 | 0.95 |
| Ornithine | ME1136602 | 1.24 | 1.54 | 1.20 | 0.95 | 0.73 | 1.09 | 1.00 | 0.62 | 1.25 | 0.89 |
Factors:
| F1 | Genotype:GPR34-KO | Treatment:Myelin | Sample source:iMicroglia |
| F2 | Genotype:GPR34 KO | Treatment:PBS | Sample source:iMicroglia |
| F3 | Genotype:GPR34-KO | Treatment:PBS | Sample source:iMicroglia |
| F4 | Genotype:GPR34/TREM2-KO | Treatment:Myelin | Sample source:iMicroglia |
| F5 | Genotype:GPR34/TREM2-KO | Treatment:PBS | Sample source:iMicroglia |
| F6 | Genotype:NA | Treatment:NA | Sample source:iMicroglia |
| F7 | Genotype:TREM2-KO | Treatment:Myelin | Sample source:iMicroglia |
| F8 | Genotype:TREM2-KO | Treatment:PBS | Sample source:iMicroglia |
| F9 | Genotype:WT | Treatment:Myelin | Sample source:iMicroglia |
| F10 | Genotype:WT | Treatment:PBS | Sample source:iMicroglia |