Alanine, aspartate, glutamate, cysteine, & methionine |
Untargeted |
Cell lines |
UHPLC/MS |
t-test & partial least square discriminant analysis (PLS-DA) |
[47] |
Asparagine & serine |
Targeted |
Cell lines |
NMR |
Two-sided Fisher’s exact test & principal component analysis (PCA) |
[46] |
lysine & arginine |
Untargeted |
Serum |
NMR |
Supervised multivariate analysis |
[48] |
Valine, hexadecenoic acid & pyroglutamic acid |
Untargeted |
Serum |
GC/MS |
PCA & PLS-DA |
[49] |
2-aminoadipic acid, 2-aminoheptanedioic acid, erythritol & threitol |
Untargeted |
Plasma |
GC/MS |
t-test, multivariate analyses & PLS-DA |
[50] |
Ornithine |
Untargeted |
Cell lines |
GC/MS |
t-test, one-way ANOVA) & orthogonal partial least-squared discrimination analysis (OPLS-DA) |
[51] |
Pyruvic acid |
Targeted |
Cell lines & FFPE |
NMR & GC/MS |
The Shapiro–Wilk test, two-sided Welch test, the nonparametric Mann–Whitney U test & PCA |
[52] |
Malate |
Untargeted |
Plasma |
GC/MS |
two-tailed Student’s t-test, one-way ANOVA, PCA, a supervised PLS-DA & OPLS-DA |
[53] |
2-arachidonoylglycerol (2-AG) |
Untargeted |
Serum & cell lines |
HPLC/MS |
Two-tailed t-test, and XCMS/R |
[55] |
Lactate |
Targeted |
Cell lines |
GC/MS |
Two-tailed t-test, Kaplan–Meier curves & log-rank test |
[54] |
Glycine |
Targeted |
Cell lines |
HPLC/MS |
t-test |
[56] |
Choline |
Targeted |
Serum |
UPLC/MS |
Two-tailed t-test |
[57] |
Choline |
Untargeted |
Plasma |
UHPLC/MS & GC/MS |
t-tests & supervised multivariate analysis |
[58] |