AI	Artificial Intelligence
ANCOVA	Analysis of Covariance
ANOVA	Analysis of Variance
AUROC	Area under the receiver operating characteristic curve
CCR	Correlated Component Regression
CITs	Computational intelligence techniques
CIs	Confidence intervals
Cn	creatinine
COSY	Correlation Spectroscopy
EDTA	Ethylenediaminetetraacetic acid
ERETIC	Electronic Reference To access In Vivo Concentrations
FID	Free Induction Decay
GISSMO	Guided Ideographic Spin System Model Optimisation
GOD-PAP	Glucose oxidase-peroxide/4-aminophenazone/phenol
HF	High-field
HMDB	Human Metabolome Database
HPLC	High-Performance Liquid Chromatography
IPA	Ingenuity Pathways Analysis
KEGG	Kyoto Encyclopaedia of Gene and Genomics
LF	Low-field
LOD	Limit of Detection
LOOCV	Leave one out Cross validation
LOQ	Limit of Quantification
MAS	Magic Angle Spinning
MCCV	Monte Carlo Cross Validation
MMCD	Madison metabolomics consortium database
MV	Multivariate
NMR	Nuclear Magnetic Resonance
OOB	Out-of-the-bag
PCA	Principal Component Analysis
PLS-DA	Partial Least Squares-Discriminant Analysis
SNR	signal-to-noise ratio
SOMs	Self-Organising Maps
SOP	Standard Operating Procedures
SVM	Support Vector Machine
TCOSY	Total Correlation Spectroscopy
TMS	Tetramethylsilane
TSP	sodium 3-(trimethylsilyl)[2,2,3,3-d4] propionate
3-d-HB	3-d-Hydroxybutyrate.