Clustering data with hclust algorithm for (Study ST001842)
(Analysis AN002985)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|
tartaric acid | ME425147 | 0.19 | 0.13 | 1.66 | 4.39 | 0.28 | 0.07 |
ethanolamine | ME425246 | 0.48 | 0.29 | 2.30 | 0.50 | 2.50 | 0.32 |
myo-inositol | ME425190 | 0.39 | 0.36 | 2.41 | 0.57 | 2.25 | 0.31 |
hexitol | ME425223 | 0.39 | 0.42 | 2.50 | 0.23 | 2.48 | 0.23 |
phosphoenolpyruvate | ME425171 | 0.67 | 0.40 | 2.47 | 0.19 | 2.36 | 0.19 |
beta-glycerolphosphate | ME425258 | 0.30 | 0.27 | 2.15 | 0.57 | 2.85 | 0.30 |
cytidine-5-monophosphate | ME425249 | 0.41 | 0.35 | 2.22 | 0.37 | 2.79 | 0.23 |
dehydroascorbic acid | ME425248 | 0.25 | 0.23 | 2.30 | 0.25 | 3.15 | 0.26 |
aspartic acid | ME425262 | 0.35 | 0.17 | 2.67 | 0.14 | 2.90 | 0.18 |
cysteine | ME425250 | 0.23 | 0.25 | 2.47 | 0.25 | 2.92 | 0.25 |
pyrophosphate | ME425164 | 0.27 | 0.27 | 2.50 | 0.25 | 2.79 | 0.28 |
UDP-glucuronic acid | ME425140 | 0.20 | 0.12 | 3.04 | 0.23 | 2.54 | 0.22 |
maltotriose | ME425196 | 0.13 | 0.07 | 3.64 | 0.07 | 2.26 | 0.10 |
glucose-6-phosphate | ME425234 | 0.02 | 0.01 | 3.56 | 0.01 | 2.60 | 0.02 |
ribulose-5-phosphate | ME425156 | 0.06 | 0.04 | 3.52 | 0.05 | 2.64 | 0.02 |
sulfuric acid | ME425148 | 0.03 | 0.02 | 3.49 | 0.10 | 2.93 | 0.02 |
3-phosphoglycerate | ME425274 | 0.01 | 0.01 | 3.42 | 0.01 | 2.92 | 0.01 |
adenosine | ME425270 | 0.04 | 0.04 | 3.35 | 0.03 | 2.89 | 0.03 |
fructose-6-phosphate | ME425243 | 0.02 | 0.01 | 2.69 | 0.02 | 3.82 | 0.02 |
phosphoethanolamine | ME425170 | 0.02 | 0.02 | 2.56 | 0.02 | 3.97 | 0.01 |
ribitol | ME425161 | 0.11 | 0.13 | 2.52 | 0.14 | 3.46 | 0.14 |
xylitol | ME425132 | 0.07 | 0.08 | 2.63 | 0.11 | 3.50 | 0.11 |
guanosine | ME425225 | 0.07 | 0.07 | 2.51 | 0.06 | 3.77 | 0.06 |
taurine | ME425146 | 0.11 | 0.07 | 2.43 | 0.05 | 3.75 | 0.05 |
hexose-6-phosphate | ME425222 | 0.23 | 0.12 | 2.44 | 0.05 | 3.54 | 0.12 |
O-phosphoserine | ME425184 | 0.12 | 0.12 | 2.41 | 0.13 | 3.64 | 0.11 |
methanolphosphate | ME425193 | 0.10 | 0.01 | 2.90 | 0.00 | 3.50 | 0.01 |
xanthine | ME425133 | 0.02 | 0.01 | 3.04 | 0.02 | 3.36 | 0.02 |
glycerol-alpha-phosphate | ME425228 | 0.00 | 0.00 | 3.04 | 0.00 | 3.44 | 0.00 |
inosine | ME425213 | 0.00 | 0.00 | 3.01 | 0.00 | 3.47 | 0.00 |
glutamic acid | ME425233 | 0.14 | 0.12 | 2.52 | 0.19 | 3.25 | 0.24 |
glucose-1-phosphate | ME425235 | 0.09 | 0.12 | 2.73 | 0.15 | 3.23 | 0.12 |
hypoxanthine | ME425217 | 0.19 | 0.04 | 2.69 | 0.17 | 3.25 | 0.16 |
malic acid | ME425198 | 0.06 | 0.05 | 3.17 | 0.06 | 3.01 | 0.06 |
ribose | ME425158 | 0.03 | 0.04 | 3.12 | 0.09 | 3.07 | 0.07 |
fructose-1-phosphate | ME425244 | 0.08 | 0.12 | 2.88 | 0.06 | 3.20 | 0.07 |
nicotinamide | ME425187 | 0.03 | 0.08 | 2.96 | 0.07 | 3.18 | 0.11 |
fumaric acid | ME425241 | 0.10 | 0.10 | 3.00 | 0.11 | 2.99 | 0.10 |
UDP-N-acetylglucosamine | ME425139 | 0.09 | 0.10 | 2.99 | 0.13 | 3.00 | 0.09 |
n-acetyl-d-hexosamine | ME425188 | 0.14 | 0.12 | 2.80 | 0.17 | 3.06 | 0.13 |
ribose-5-phosphate | ME425157 | 0.09 | 0.11 | 2.89 | 0.14 | 3.06 | 0.12 |
uracil | ME425138 | 0.11 | 0.11 | 2.88 | 0.11 | 3.09 | 0.11 |
hydroxylamine | ME425218 | 1.24 | 0.45 | 2.16 | 0.58 | 1.29 | 0.52 |
galactonic acid | ME425240 | 0.49 | 0.55 | 1.31 | 0.77 | 2.74 | 0.53 |
gluconic acid | ME425237 | 0.50 | 0.45 | 1.41 | 1.16 | 2.50 | 0.43 |
pantothenic acid | ME425177 | 0.36 | 0.41 | 1.79 | 0.90 | 2.49 | 0.44 |
glyceric acid | ME425231 | 0.86 | 0.77 | 1.61 | 0.78 | 1.58 | 0.54 |
phosphate | ME425172 | 0.53 | 0.78 | 1.80 | 0.61 | 1.71 | 0.63 |
alpha-aminoadipic acid | ME425267 | 0.50 | 0.57 | 1.95 | 0.88 | 1.71 | 0.58 |
pyruvic acid | ME425163 | 0.72 | 0.54 | 1.71 | 0.82 | 1.88 | 0.60 |
creatinine | ME425251 | 0.71 | 0.65 | 1.63 | 0.54 | 2.27 | 0.44 |
glycine | ME425227 | 0.82 | 0.65 | 1.55 | 0.56 | 2.04 | 0.60 |
conduritol-beta-epoxide | ME425252 | 0.60 | 0.57 | 2.20 | 0.39 | 2.02 | 0.39 |
oxoproline | ME425180 | 0.57 | 0.56 | 1.81 | 0.59 | 2.09 | 0.60 |
saccharic acid | ME425155 | 0.58 | 0.54 | 1.88 | 0.54 | 2.15 | 0.54 |
2-hydroxyglutaric acid | ME425280 | 0.42 | 0.43 | 2.13 | 0.48 | 2.23 | 0.55 |
uridine | ME425135 | 0.38 | 0.57 | 1.95 | 0.61 | 2.20 | 0.50 |
xylulose NIST | ME425129 | 0.44 | 0.49 | 1.96 | 0.53 | 2.26 | 0.57 |
sorbitol | ME425152 | 0.40 | 0.42 | 2.08 | 1.16 | 1.93 | 0.35 |
levoglucosan | ME425202 | 0.20 | 0.21 | 2.59 | 1.07 | 1.97 | 0.31 |
xylonolactone NIST | ME425131 | 0.10 | 0.11 | 2.68 | 1.06 | 2.01 | 0.08 |
cholesterol | ME425255 | 0.67 | 0.63 | 2.19 | 0.39 | 1.47 | 0.72 |
1-monoheptadecanoyl glyceride NIST | ME425285 | 0.47 | 0.42 | 2.64 | 0.42 | 1.72 | 0.48 |
phenylethylamine | ME425173 | 0.58 | 0.52 | 2.49 | 0.46 | 1.57 | 0.50 |
lactitol | ME425207 | 0.22 | 0.17 | 3.10 | 0.52 | 1.94 | 0.32 |
galactose-6-phosphate | ME425238 | 0.37 | 0.28 | 2.84 | 0.28 | 2.12 | 0.35 |
putrescine | ME425165 | 0.40 | 0.43 | 2.58 | 0.32 | 2.02 | 0.41 |
maltose | ME425197 | 0.16 | 0.07 | 3.97 | 0.25 | 1.54 | 0.17 |
lactose | ME425206 | 0.48 | 0.46 | 3.08 | 0.49 | 0.86 | 0.61 |
lactulose | ME425205 | 0.68 | 0.40 | 2.62 | 1.35 | 0.42 | 0.67 |
mannitol | ME425195 | 1.03 | 0.50 | 0.18 | 1.38 | 2.87 | 0.70 |
histidine | ME425220 | 2.38 | 0.50 | 1.37 | 0.38 | 1.27 | 0.51 |
tryptophan | ME425142 | 3.35 | 0.83 | 0.53 | 0.52 | 0.40 | 0.70 |
palmitoleic acid | ME425178 | 0.62 | 0.70 | 0.28 | 2.15 | 0.28 | 2.10 |
benzylalcohol | ME425260 | 0.76 | 0.90 | 0.19 | 3.39 | 0.14 | 0.92 |
isothreonic acid | ME425209 | 0.54 | 0.71 | 0.38 | 3.59 | 0.30 | 0.88 |
indole-3-acetate | ME425216 | 0.93 | 1.31 | 0.04 | 2.57 | 0.02 | 1.11 |
erythritol | ME425247 | 0.86 | 0.94 | 0.34 | 2.73 | 0.29 | 1.05 |
pseudo uridine | ME425166 | 0.94 | 0.87 | 0.30 | 2.73 | 0.20 | 1.19 |
hexuronic acid | ME425221 | 0.35 | 0.32 | 1.87 | 1.79 | 1.69 | 0.42 |
ribonic acid isomer | ME425160 | 0.48 | 0.48 | 1.82 | 1.57 | 1.41 | 0.53 |
2,4-diaminobutyric acid | ME425277 | 0.69 | 0.79 | 1.46 | 1.46 | 0.40 | 1.22 |
sucrose | ME425149 | 0.69 | 0.56 | 1.58 | 1.81 | 0.69 | 0.89 |
ribonic acid | ME425159 | 0.70 | 0.69 | 1.51 | 1.86 | 0.84 | 0.61 |
threitol | ME425145 | 0.53 | 0.66 | 1.73 | 1.84 | 0.87 | 0.55 |
indole-3-propionic acid | ME425214 | 2.24 | 1.73 | 0.10 | 0.86 | 0.12 | 0.70 |
citrulline | ME425253 | 1.89 | 1.37 | 0.48 | 0.90 | 0.49 | 0.77 |
glutamine | ME425232 | 1.67 | 1.56 | 0.33 | 0.59 | 0.49 | 1.08 |
2-deoxytetronic acid NIST | ME425282 | 0.97 | 1.08 | 0.52 | 1.96 | 0.47 | 1.04 |
lyxitol | ME425199 | 0.95 | 0.85 | 0.85 | 1.89 | 0.70 | 0.92 |
indole-3-lactate | ME425215 | 1.22 | 1.49 | 0.07 | 1.92 | 0.05 | 1.10 |
linoleic acid | ME425201 | 0.67 | 1.10 | 0.42 | 1.79 | 0.40 | 1.56 |
noradrenaline | ME425185 | 0.77 | 1.00 | 0.66 | 1.54 | 0.31 | 1.64 |
oleic acid | ME425183 | 0.74 | 1.23 | 0.51 | 1.55 | 0.27 | 1.51 |
isocitric acid | ME425211 | 0.91 | 1.23 | 0.14 | 1.79 | 0.05 | 1.74 |
citric acid | ME425254 | 0.99 | 1.46 | 0.22 | 1.62 | 0.07 | 1.39 |
inositol-4-monophosphate | ME425212 | 1.19 | 1.41 | 0.19 | 1.37 | 0.12 | 1.48 |
alloxanoic acid | ME425268 | 1.01 | 1.43 | 0.10 | 1.40 | 0.08 | 1.69 |
nicotinic acid | ME425186 | 1.16 | 1.45 | 0.03 | 1.27 | 0.03 | 1.76 |
oxalic acid | ME425181 | 1.19 | 1.41 | 0.02 | 1.39 | 0.02 | 1.74 |
fucose | ME425242 | 1.54 | 0.94 | 0.30 | 1.62 | 0.46 | 1.23 |
urea | ME425137 | 1.17 | 1.26 | 0.34 | 1.59 | 0.26 | 1.28 |
uric acid | ME425136 | 1.12 | 1.25 | 0.41 | 1.49 | 0.30 | 1.31 |
2-ketoisocaproic acid | ME425279 | 1.42 | 1.20 | 0.35 | 1.23 | 0.33 | 1.37 |
valine | ME425134 | 1.38 | 1.29 | 0.27 | 1.30 | 0.26 | 1.37 |
glucose | ME425236 | 1.20 | 1.40 | 0.37 | 1.16 | 0.34 | 1.30 |
phosphogluconic acid | ME425169 | 1.08 | 1.31 | 0.38 | 1.32 | 0.35 | 1.38 |
galactose | ME425239 | 1.27 | 1.26 | 0.51 | 1.18 | 0.47 | 1.19 |
leucine | ME425203 | 1.26 | 1.21 | 0.51 | 1.28 | 0.51 | 1.15 |
isoleucine | ME425210 | 1.29 | 1.21 | 0.38 | 1.34 | 0.38 | 1.31 |
pentadecanoic acid | ME425175 | 1.22 | 1.22 | 0.48 | 1.19 | 0.42 | 1.35 |
glycerol-3-galactoside | ME425229 | 1.02 | 0.61 | 1.64 | 0.49 | 1.47 | 0.91 |
asparagine | ME425263 | 0.79 | 0.83 | 1.37 | 0.60 | 1.67 | 0.81 |
serine | ME425154 | 1.03 | 0.94 | 1.20 | 0.63 | 1.41 | 0.84 |
2-piperidinobenzonitrile NIST | ME425278 | 0.51 | 0.79 | 1.73 | 0.77 | 1.12 | 1.05 |
lactic acid | ME425208 | 1.00 | 0.55 | 1.07 | 1.18 | 1.11 | 1.32 |
threonic acid | ME425144 | 0.85 | 0.64 | 1.52 | 1.20 | 1.26 | 0.73 |
glycerol | ME425230 | 0.61 | 0.72 | 1.21 | 1.18 | 1.19 | 1.20 |
2-aminobutyric acid | ME425283 | 0.77 | 0.76 | 1.32 | 1.01 | 1.32 | 0.93 |
mannose | ME425194 | 0.72 | 0.76 | 1.31 | 0.97 | 1.32 | 1.01 |
3-hydroxybutyric acid | ME425275 | 0.50 | 0.90 | 0.96 | 1.64 | 0.98 | 1.08 |
shikimic acid | ME425153 | 0.55 | 0.96 | 1.01 | 1.20 | 0.75 | 1.44 |
proline | ME425168 | 0.87 | 0.99 | 1.07 | 1.21 | 0.87 | 0.99 |
caprylic acid | ME425256 | 0.85 | 1.17 | 0.86 | 1.12 | 0.73 | 1.14 |
palmitic acid | ME425179 | 0.91 | 1.10 | 0.92 | 1.16 | 0.74 | 1.09 |
stearic acid | ME425151 | 0.92 | 1.13 | 0.91 | 1.14 | 0.71 | 1.09 |
benzoic acid | ME425261 | 1.19 | 1.10 | 0.81 | 1.16 | 0.75 | 0.98 |
3-aminoisobutyric acid | ME425276 | 1.09 | 1.09 | 0.81 | 0.94 | 0.86 | 1.15 |
threonine | ME425143 | 1.19 | 1.08 | 0.77 | 1.01 | 0.80 | 1.11 |
propane-1,3-diol NIST | ME425167 | 1.15 | 0.93 | 1.07 | 1.03 | 0.93 | 0.95 |
heptadecanoic acid | ME425224 | 1.01 | 1.00 | 1.01 | 0.99 | 0.77 | 1.17 |
4-hydroxybutyric acid | ME425272 | 1.07 | 0.99 | 0.99 | 1.07 | 0.82 | 1.05 |
alanine | ME425269 | 1.06 | 0.97 | 0.90 | 1.13 | 0.84 | 1.12 |
fructose | ME425245 | 0.78 | 0.82 | 1.27 | 0.96 | 0.92 | 1.25 |
1,3,5-trimethylcyanuric acid | ME425284 | 0.94 | 0.92 | 1.26 | 0.96 | 1.01 | 0.92 |
pelargonic acid | ME425176 | 0.90 | 0.92 | 1.15 | 1.02 | 1.05 | 0.98 |
ascorbic acid | ME425264 | 0.88 | 1.20 | 0.95 | 0.88 | 1.01 | 0.96 |
methionine | ME425192 | 0.85 | 1.03 | 1.05 | 0.85 | 1.20 | 0.98 |
phenylalanine | ME425174 | 1.18 | 1.21 | 0.61 | 1.02 | 0.68 | 1.18 |
arachidic acid | ME425265 | 1.10 | 1.10 | 0.80 | 1.05 | 0.61 | 1.24 |
tyrosine | ME425141 | 1.04 | 1.06 | 0.69 | 1.14 | 0.72 | 1.31 |
lauric acid | ME425204 | 0.84 | 1.05 | 0.83 | 1.31 | 0.53 | 1.36 |
myristic acid | ME425189 | 0.87 | 1.02 | 0.74 | 1.40 | 0.58 | 1.36 |
hydroxycarbamate NIST | ME425219 | 0.93 | 1.20 | 0.58 | 1.24 | 0.59 | 1.32 |
xylose | ME425130 | 1.10 | 1.09 | 0.67 | 1.28 | 0.52 | 1.29 |
glycolic acid | ME425226 | 1.07 | 0.87 | 0.69 | 1.32 | 0.51 | 1.57 |
succinic acid | ME425150 | 0.95 | 0.86 | 0.96 | 1.14 | 0.67 | 1.43 |
aminomalonate | ME425266 | 0.65 | 1.34 | 0.56 | 0.97 | 0.76 | 1.46 |
capric acid | ME425257 | 0.77 | 1.43 | 0.66 | 1.25 | 0.47 | 1.14 |
3,6-anhydro-D-galactose | ME425273 | 1.15 | 0.95 | 1.50 | 0.77 | 0.94 | 0.67 |
beta-alanine | ME425259 | 1.29 | 1.04 | 1.12 | 0.84 | 0.72 | 0.95 |
methionine sulfoxide | ME425191 | 1.45 | 1.11 | 1.05 | 0.65 | 0.89 | 0.79 |
lysine | ME425200 | 1.93 | 0.94 | 0.76 | 0.89 | 0.64 | 0.95 |
2-hydroxybutanoic acid | ME425281 | 1.36 | 0.75 | 0.95 | 1.38 | 0.66 | 1.08 |
adenine | ME425271 | 1.36 | 0.93 | 0.76 | 1.22 | 0.76 | 1.07 |
ornithine | ME425182 | 1.55 | 1.00 | 0.72 | 1.07 | 0.69 | 1.03 |
quinic acid | ME425162 | 1.52 | 1.10 | 0.71 | 0.94 | 0.70 | 1.02 |
Factors:
F1 | Diagnosis:Healthy Control | Ethnicity:Caucasian | Organ:plasma |
F2 | Diagnosis:Healthy Control | Ethnicity:Hispanic | Organ:plasma |
F3 | Diagnosis:NAFLD | Ethnicity:Caucasian | Organ:liver |
F4 | Diagnosis:NAFLD | Ethnicity:Caucasian | Organ:plasma |
F5 | Diagnosis:NAFLD | Ethnicity:Hispanic | Organ:liver |
F6 | Diagnosis:NAFLD | Ethnicity:Hispanic | Organ:plasma |