Clustering data with hclust algorithm for Quantification of microenvironmental metabolites in murine cancers reveals determinants of tumor nutrient availability (Study ST001119)
HILIC POSITIVE ION MODE (Analysis AN001830)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|
5-Glutamyl-alanine | ME268235 | NA | NA | 0.18 | 1.39 | 3.86 | 1.23 |
Arginine | ME268214 | 0.63 | 0.15 | 0.03 | 1.60 | 2.02 | 1.62 |
Gamma-Aminobutyric acid | ME268234 | 0.26 | 0.39 | 3.33 | 0.10 | 0.28 | 0.37 |
N-acetylglutamic acid | ME268211 | 1.28 | 3.89 | 0.49 | 0.89 | 0.42 | 0.09 |
Coenzyme A | ME268226 | NA | 2.32 | 1.02 | NA | NA | 0.44 |
Acetylglutamate | ME268210 | 1.23 | 2.23 | 0.57 | 0.54 | 0.69 | 1.04 |
S-Adenosylhomocysteine | ME268268 | 1.19 | 2.69 | 0.47 | 0.03 | 1.12 | 0.62 |
Choline | ME268223 | 1.03 | 1.83 | 1.51 | 0.11 | 0.34 | 1.31 |
Glycerol 3-phosphate | ME268237 | 1.13 | 2.00 | 1.45 | 0.11 | 0.41 | 0.71 |
Phosphocreatine | ME268262 | 1.07 | 2.38 | 1.61 | 0.15 | 0.18 | 0.40 |
Hypoxanthine | ME268245 | 1.03 | 2.71 | 1.13 | 0.00 | 0.35 | 0.40 |
sn-glycero-3-phosphocholine | ME268238 | 1.37 | 2.83 | 1.18 | 0.06 | 0.10 | 0.61 |
Choline phosphate | ME268261 | 1.69 | 2.46 | 1.25 | 0.02 | 0.07 | 0.80 |
Niacinamide | ME268256 | 1.55 | 2.51 | 1.07 | 0.15 | 0.21 | 0.78 |
GSH | ME268240 | 1.33 | 2.90 | 0.38 | 0.01 | 0.21 | 0.05 |
Inosine | ME268248 | 1.32 | 3.26 | 0.98 | NA | 0.17 | 0.20 |
Guanidoacetic acid | ME268242 | 1.89 | 2.33 | 1.06 | 0.70 | 0.13 | 0.21 |
Beta-Alanine | ME268217 | 1.98 | 2.87 | 0.93 | NA | 0.06 | 0.48 |
GSSG | ME268241 | 2.46 | 2.88 | 0.82 | 0.03 | 0.15 | 0.54 |
Fructose-1,6-biphosphate | ME268233 | NA | 0.15 | 1.05 | NA | NA | 1.22 |
CDP-choline | ME268222 | 0.63 | 0.70 | 1.46 | 0.03 | 0.02 | 2.28 |
Dimethylarginine | ME268216 | 0.24 | 0.28 | 1.39 | 0.27 | 1.24 | 2.56 |
Carnosine | ME268221 | 1.79 | 1.13 | 0.38 | 0.29 | 0.46 | 3.13 |
Serine | ME268270 | 1.19 | 1.42 | 0.98 | 0.68 | 0.21 | 3.08 |
Cytidine | ME268230 | 1.15 | 2.35 | 0.82 | 0.14 | 0.29 | 2.16 |
Glycine | ME268239 | 1.63 | 1.41 | 1.42 | 0.29 | 0.18 | 1.81 |
Hypotaurine | ME268244 | 1.78 | 1.78 | 0.99 | 0.21 | 0.16 | 2.20 |
IMP | ME268246 | 1.06 | 1.40 | 0.34 | 0.54 | 2.19 | 0.62 |
Sarcosine | ME268269 | 0.49 | 0.52 | 0.66 | 0.05 | 2.21 | 0.51 |
CMP | ME268225 | 1.40 | 0.57 | 1.55 | NA | 0.09 | 0.51 |
UMP | ME268275 | 1.68 | 1.07 | 1.31 | 0.20 | 0.07 | 0.46 |
Kynurenine | ME268250 | 0.55 | 1.74 | 0.37 | 0.24 | 1.40 | 1.57 |
Betaine | ME268218 | 1.21 | 1.24 | 1.27 | 0.73 | 0.71 | 0.78 |
CAR(2:0) | ME268209 | 1.16 | 1.56 | 0.91 | 0.78 | 0.88 | 0.57 |
Pipecolic acid | ME268265 | 1.28 | 1.60 | 0.90 | 0.86 | 0.81 | 0.50 |
Tryptophan | ME268273 | 1.26 | 1.05 | 0.45 | 1.14 | 1.15 | 1.32 |
Tyrosine | ME268274 | 1.26 | 1.30 | 0.61 | 0.93 | 0.95 | 1.34 |
Lysine | ME268252 | 1.43 | 1.35 | 0.67 | 1.05 | 0.90 | 0.85 |
Valine | ME268276 | 1.35 | 1.39 | 0.72 | 1.04 | 0.85 | 0.95 |
Citrulline | ME268224 | 0.92 | 1.10 | 0.86 | 0.89 | 1.11 | 1.05 |
Methionine | ME268253 | 1.11 | 1.23 | 0.71 | 0.75 | 1.17 | 0.87 |
N6-acetyllysine | ME268255 | 1.07 | 1.16 | 0.80 | 0.96 | 1.11 | 0.77 |
Proline | ME268266 | 1.59 | 1.74 | 0.79 | 0.78 | 0.53 | 1.14 |
Methionine sulfoxide | ME268254 | 1.63 | 1.65 | 0.57 | 0.53 | 0.78 | 1.23 |
Aminoadipic acid | ME268213 | 1.41 | 1.67 | 0.78 | 0.50 | 0.68 | 1.37 |
Carnitine | ME268220 | 1.41 | 1.55 | 0.93 | 0.48 | 0.70 | 1.15 |
Threonine | ME268271 | 1.22 | 1.46 | 0.74 | 0.45 | 0.99 | 1.14 |
Histidine | ME268243 | 1.15 | 1.18 | 0.95 | 0.60 | 0.97 | 1.12 |
Phenylalanine | ME268260 | 1.32 | 1.29 | 0.80 | 0.63 | 0.93 | 1.18 |
Alanine | ME268212 | 0.98 | 1.45 | 1.06 | 0.66 | 0.80 | 1.10 |
Creatinine | ME268227 | 0.95 | 1.64 | 0.89 | 0.49 | 0.84 | 1.31 |
Pantothenic acid | ME268258 | 0.53 | 0.65 | 1.00 | 0.46 | 1.49 | 1.34 |
Cystine | ME268229 | 0.83 | 0.66 | 0.65 | 0.41 | 1.58 | 1.70 |
Indolelactic acid | ME268247 | 0.61 | 0.43 | 0.69 | 0.52 | 1.60 | 2.02 |
Asparagine | ME268215 | 1.10 | 1.20 | 0.91 | 0.53 | 0.85 | 1.77 |
Ornithine | ME268257 | 0.97 | 0.99 | 1.10 | 0.26 | 0.90 | 2.04 |
Acetylaspartate | ME268208 | 0.81 | 1.16 | 0.65 | 0.31 | 1.28 | 1.67 |
Glutamine | ME268236 | 0.72 | 1.00 | 1.09 | 0.55 | 1.20 | 1.04 |
Isoleucine | ME268249 | 1.02 | 1.00 | 0.79 | 0.81 | 1.11 | 1.35 |
Leucine | ME268251 | 1.00 | 0.99 | 0.86 | 0.58 | 1.11 | 1.49 |
Deoxycytidine | ME268232 | 0.42 | 0.50 | 0.42 | 0.29 | 0.48 | 7.29 |
Urocanic acid | ME268272 | 1.00 | 0.86 | 0.04 | 0.05 | 0.08 | 8.44 |
Cystathionine | ME268228 | 1.01 | 0.81 | 0.63 | 0.28 | 0.37 | 5.00 |
Picolinic acid | ME268264 | NA | NA | 2.57 | NA | 0.32 | 4.79 |
Biotin | ME268219 | 0.05 | 0.01 | 2.40 | 0.19 | 0.29 | 4.10 |
Phosphoserine | ME268263 | 0.09 | 0.17 | 2.62 | NA | NA | 4.49 |
Riboflavin | ME268267 | 0.07 | 0.21 | 2.49 | 0.09 | 0.03 | 4.30 |
Factors:
F1 | Sample Type:Keap1_mutant_lung_subcutaneous |
F2 | Sample Type:lung_subcutaneous |
F3 | Sample Type:pancreatic ductal adenocarcinoma |
F4 | Sample Type:pancreatic ductal adenocarcinoma plasma |
F5 | Sample Type:pancreatic ductal adenocarcinoma plasma cardiac puncture |
F6 | Sample Type:pancreatic ductal adenocarcinoma subcutaneous |