Clustering data with hclust algorithm for Insights into the pathogenesis of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) through metabolomic profiling of cerebrospinal fluid (part I) (Study ST000910)
GC POSITIVE ION MODE (Analysis AN001480)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|
2-deoxyerythritol | ME230691 | 0.41 | 6.15 | 0.24 | 0.33 | 0.19 | 0.25 |
squalene | ME230615 | 0.64 | 2.59 | 0.79 | 1.05 | 0.69 | 0.91 |
3-hydroxybutyric acid | ME230685 | 0.68 | 0.67 | 0.83 | 0.84 | 1.85 | 1.97 |
maleimide | ME230638 | 0.86 | 0.30 | 1.03 | 0.73 | 1.60 | 1.89 |
2-hydroxyvaleric acid | ME230687 | 0.78 | 1.09 | 0.81 | 0.88 | 1.04 | 2.64 |
citramalic acid | ME230674 | 0.80 | 1.12 | 0.60 | 0.56 | 1.62 | 2.86 |
phenylalanine | ME230626 | 0.77 | 0.56 | 0.67 | 0.77 | 2.81 | 0.72 |
isoleucine | ME230648 | 0.96 | 0.69 | 0.88 | 0.95 | 1.68 | 0.86 |
valine | ME230604 | 0.90 | 0.80 | 0.85 | 1.01 | 1.72 | 0.85 |
leucine | ME230643 | 0.83 | 0.65 | 0.82 | 0.94 | 2.11 | 0.82 |
tryptophan | ME230608 | 0.88 | 0.82 | 0.73 | 0.86 | 2.18 | 0.73 |
lignoceric acid | ME230641 | 0.59 | 1.18 | 1.22 | 1.06 | 0.51 | 2.02 |
1-methylgalactose NIST | ME230694 | 0.79 | 0.85 | 1.08 | 1.16 | 0.70 | 1.95 |
phosphoethanolamine | ME230624 | 0.61 | 0.97 | 1.15 | 1.15 | 0.81 | 1.85 |
conduritol-beta-epoxide | ME230672 | 0.60 | 0.60 | 1.13 | 1.81 | 0.87 | 1.19 |
creatinine | ME230671 | 1.46 | 0.35 | 1.16 | 0.80 | 0.56 | 1.22 |
glyceric acid | ME230662 | 1.30 | 1.44 | 0.73 | 0.56 | 1.04 | 1.15 |
pentadecanoic acid | ME230627 | 0.83 | 1.57 | 0.97 | 0.98 | 0.97 | 0.77 |
sucrose | ME230612 | 0.68 | 0.68 | 1.29 | 0.71 | 1.21 | 1.47 |
threonine | ME230609 | 0.73 | 0.81 | 1.09 | 0.87 | 1.42 | 1.22 |
1-monoheptadecanoyl glyceride NIST | ME230693 | 0.90 | 0.87 | 0.99 | 0.82 | 1.27 | 1.42 |
mannose | ME230637 | 0.76 | 0.82 | 0.97 | 1.03 | 1.36 | 1.45 |
octadecanol | ME230633 | 0.91 | 1.07 | 1.06 | 0.99 | 0.80 | 1.34 |
succinic acid | ME230613 | 0.83 | 1.02 | 1.18 | 1.02 | 0.63 | 1.46 |
hexitol | ME230654 | 1.15 | 0.89 | 1.00 | 1.30 | 0.63 | 0.86 |
uric acid | ME230605 | 0.92 | 1.09 | 0.80 | 1.47 | 1.08 | 0.93 |
putrescine | ME230622 | 1.01 | 1.07 | 1.05 | 1.02 | 0.98 | 0.64 |
threonic acid | ME230610 | 1.08 | 1.06 | 1.09 | 1.01 | 0.78 | 0.64 |
lysine | ME230640 | 0.91 | 0.95 | 1.04 | 1.21 | 1.10 | 0.59 |
ribonic acid | ME230620 | 1.00 | 0.91 | 1.05 | 1.14 | 1.07 | 0.54 |
N-acetylmannosamine | ME230634 | 0.94 | 0.96 | 1.06 | 1.15 | 0.97 | 0.76 |
threitol | ME230611 | 0.91 | 0.82 | 1.06 | 1.28 | 0.99 | 0.84 |
aspartic acid | ME230680 | 1.20 | 0.87 | 0.97 | 0.87 | 1.08 | 0.79 |
erythritol | ME230668 | 1.13 | 1.16 | 0.85 | 1.05 | 0.96 | 0.91 |
4-hydroxybutyric acid | ME230683 | 1.04 | 1.14 | 0.97 | 0.92 | 0.86 | 1.20 |
hexadecane | ME230655 | 1.03 | 0.98 | 1.04 | 0.92 | 0.88 | 1.17 |
myo-inositol | ME230636 | 1.07 | 0.96 | 0.96 | 1.05 | 0.89 | 1.18 |
capric acid | ME230676 | 0.97 | 1.08 | 1.08 | 1.02 | 0.86 | 0.84 |
palmitic acid | ME230629 | 1.04 | 1.10 | 1.00 | 1.02 | 0.88 | 0.89 |
glycolic acid | ME230657 | 1.01 | 1.16 | 1.03 | 0.94 | 0.85 | 1.00 |
beta-alanine | ME230678 | 1.00 | 1.07 | 1.07 | 1.00 | 0.79 | 1.00 |
glycerol | ME230661 | 1.02 | 1.13 | 1.04 | 0.99 | 0.79 | 0.99 |
dodecanol | ME230669 | 1.04 | 1.04 | 0.98 | 1.04 | 0.90 | 1.05 |
oleic acid | ME230632 | 1.02 | 1.07 | 0.99 | 0.97 | 0.95 | 0.99 |
stearic acid | ME230614 | 1.03 | 1.05 | 1.00 | 1.01 | 0.90 | 0.99 |
arachidic acid | ME230681 | 1.02 | 1.00 | 1.04 | 1.01 | 0.87 | 1.05 |
hydroxylamine | ME230651 | 1.05 | 0.97 | 1.04 | 0.97 | 0.88 | 1.01 |
caprylic acid | ME230675 | 0.97 | 1.02 | 1.10 | 1.02 | 0.83 | 0.93 |
benzoic acid | ME230679 | 0.99 | 1.00 | 1.06 | 1.01 | 0.89 | 0.98 |
isobutene glycol NIST | ME230650 | 0.99 | 1.02 | 1.07 | 1.01 | 0.86 | 0.99 |
ethanolamine | ME230667 | 0.96 | 1.13 | 1.05 | 0.85 | 1.00 | 0.96 |
heptadecanoic acid | ME230656 | 0.98 | 1.21 | 0.96 | 0.93 | 0.97 | 1.07 |
myristic acid | ME230635 | 0.99 | 1.24 | 0.98 | 0.94 | 0.94 | 0.95 |
ribitol | ME230621 | 0.96 | 0.83 | 1.08 | 1.04 | 0.99 | 1.03 |
xylose | ME230602 | 0.91 | 0.93 | 1.04 | 1.13 | 1.00 | 1.00 |
3-hydroxypropionic acid | ME230684 | 1.00 | 0.99 | 1.08 | 0.94 | 0.94 | 0.92 |
lauric acid | ME230644 | 1.01 | 0.96 | 1.12 | 0.89 | 0.88 | 0.97 |
pelargonic acid | ME230628 | 0.95 | 0.90 | 1.13 | 0.89 | 1.03 | 0.92 |
urea | ME230606 | 0.93 | 0.97 | 1.08 | 0.99 | 1.01 | 0.92 |
glycerol-3-galactoside | ME230660 | 0.97 | 1.06 | 1.01 | 0.94 | 1.03 | 0.95 |
isothreonic acid | ME230646 | 0.99 | 1.01 | 0.97 | 0.99 | 1.10 | 0.96 |
glucose | ME230664 | 0.93 | 0.94 | 1.01 | 1.04 | 1.10 | 1.01 |
isoribose | ME230647 | 0.95 | 0.96 | 1.01 | 0.97 | 1.07 | 1.09 |
xylulose NIST | ME230601 | 0.99 | 0.95 | 1.00 | 0.97 | 1.06 | 1.05 |
2-deoxypentitol NIST | ME230690 | 0.95 | 0.97 | 1.05 | 0.93 | 1.05 | 1.04 |
hydroxycarbamate NIST | ME230652 | 0.96 | 0.94 | 1.06 | 0.96 | 1.01 | 1.01 |
lyxitol | ME230639 | 1.03 | 0.94 | 0.98 | 0.92 | 1.16 | 0.92 |
ribose | ME230619 | 1.03 | 0.85 | 1.02 | 1.04 | 1.07 | 0.86 |
fucose | ME230666 | 0.96 | 0.91 | 1.02 | 1.01 | 1.12 | 0.91 |
phosphate | ME230625 | 1.00 | 0.95 | 1.01 | 1.01 | 1.08 | 0.86 |
3-aminoisobutyric acid | ME230686 | 1.02 | 0.87 | 1.12 | 0.93 | 0.83 | 1.11 |
butyrolactam NIST | ME230677 | 1.06 | 0.81 | 1.09 | 0.89 | 0.94 | 1.08 |
lactic acid | ME230645 | 0.93 | 0.96 | 1.11 | 0.88 | 0.95 | 1.16 |
xylitol | ME230603 | 0.92 | 0.95 | 1.07 | 0.90 | 1.05 | 1.16 |
deoxypentitol | ME230670 | 1.08 | 0.90 | 1.04 | 0.77 | 1.03 | 1.13 |
serine | ME230618 | 1.05 | 0.97 | 0.99 | 0.84 | 1.08 | 1.07 |
glycerol-alpha-phosphate | ME230659 | 1.01 | 0.71 | 0.95 | 1.22 | 1.12 | 1.03 |
2-hydroxybutanoic acid | ME230688 | 0.96 | 0.84 | 0.93 | 1.04 | 1.19 | 1.28 |
levoglucosan | ME230642 | 0.84 | 0.83 | 1.09 | 1.04 | 1.08 | 1.20 |
oxoproline | ME230630 | 0.99 | 1.14 | 0.93 | 0.92 | 1.20 | 0.83 |
tyrosine | ME230607 | 1.04 | 1.04 | 0.83 | 0.92 | 1.37 | 0.90 |
alanine | ME230682 | 0.89 | 0.78 | 0.91 | 1.23 | 1.40 | 0.85 |
hexuronic acid | ME230653 | 0.99 | 0.85 | 0.96 | 0.91 | 1.41 | 0.77 |
ornithine | ME230631 | 0.92 | 0.80 | 1.01 | 0.95 | 1.40 | 0.81 |
glutamine | ME230663 | 0.97 | 0.87 | 1.02 | 1.02 | 1.25 | 0.69 |
glycine | ME230658 | 0.91 | 0.91 | 1.03 | 0.97 | 1.27 | 0.80 |
shikimic acid | ME230617 | 0.80 | 1.00 | 1.07 | 1.04 | 1.20 | 0.86 |
pseudo uridine | ME230623 | 1.00 | 0.93 | 0.92 | 1.07 | 1.17 | 0.97 |
sorbitol | ME230616 | 0.85 | 0.91 | 0.97 | 1.20 | 1.23 | 0.95 |
citric acid | ME230673 | 0.91 | 0.87 | 0.99 | 1.14 | 1.14 | 1.02 |
isocitric acid | ME230649 | 0.89 | 0.90 | 1.00 | 1.11 | 1.17 | 0.98 |
2-deoxytetronic acid | ME230689 | 0.87 | 0.86 | 1.02 | 0.95 | 1.30 | 1.08 |
2-aminobutyric acid | ME230692 | 0.97 | 0.87 | 0.94 | 1.01 | 1.31 | 0.94 |
gluconic acid | ME230665 | 0.90 | 0.97 | 0.96 | 1.02 | 1.31 | 0.90 |
Factors:
F1 | Diagnosis:MECFS | Sex:FEMALE |
F2 | Diagnosis:MECFS | Sex:MALE |
F3 | Diagnosis:MS | Sex:FEMALE |
F4 | Diagnosis:MS | Sex:MALE |
F5 | Diagnosis:ND | Sex:FEMALE |
F6 | Diagnosis:ND | Sex:MALE |