Statistical total correlation spectroscopy: An exploratory approach for latent biomarker identification from metabolic 1H NMR data sets

Analytical Chemistry

Volumn 77, Issue 5, 2005, Pages 1282-1289

  Cloarec, Olivier ^a   Dumas, Marc Emmanuel ^a   Craig, Andrew ^a   Barton, Richard H ^a   Trygg, Johan ^b   Hudson, Jane ^c   Blancher, Christine ^c   Gauguier, Dominique ^c   Lindon, John C ^a   Holmes, Elaine ^a   Nicholson, Jeremy ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b UMEÅ UNIVERSITY   (Sweden)

^c UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINAT ANALYSIS; INTERMOLECULAR CORRELATION; METABONOMIC STUDY; STATISTICAL TOTAL CORRELATION SPECTROSCOPY (STOCSY);

BIOMARKERS; DATA REDUCTION; INSULIN; NUCLEAR MAGNETIC RESONANCE; PATTERN RECOGNITION; STATISTICAL METHODS;

SPECTROSCOPIC ANALYSIS;

BIOLOGICAL MARKER;

ANALYTIC METHOD; ANIMAL EXPERIMENT; ARTICLE; CARBOHYDRATE DIET; CONTROLLED STUDY; CORRELATION ANALYSIS; COVARIANCE; DISCRIMINANT ANALYSIS; INSULIN RESISTANCE; MALE; MOUSE; NONHUMAN; PATTERN RECOGNITION; PROTON NUCLEAR MAGNETIC RESONANCE; REGRESSION ANALYSIS; SPECTROSCOPY; STATISTICAL TOTAL CORRELATION SPECTROSCOPY; URINALYSIS;

AMINES; ANIMALS; BIOLOGICAL MARKERS; CITRIC ACID; CREATINE; CREATININE; DIETARY CARBOHYDRATES; DISCRIMINANT ANALYSIS; GLYCERIC ACIDS; HIPPURATES; INSULIN RESISTANCE; KETOGLUTARIC ACIDS; MAGNETIC RESONANCE SPECTROSCOPY; MALE; MICE; MICE, INBRED BALB C; MICE, INBRED C57BL; MICE, INBRED STRAINS; PENTANOIC ACIDS; PRINCIPAL COMPONENT ANALYSIS; PROPIONIC ACIDS; PROTONS; SARCOSINE; SUCCINIC ACID; TAURINE;

EID: 20044366919     PISSN: 00032700     EISSN: None     Source Type: Journal    
DOI: 10.1021/ac048630x     Document Type: Article

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