Piecewise multivariate modelling of sequential metabolic profiling data

BMC Bioinformatics

Volumn 9, Issue , 2008, Pages

  Rantalainen, Mattias ^a   Cloarec, Olivier ^a   Ebbels, Timothy M D ^a   Lundstedt, Torbjörn ^c,d   Nicholson, Jeremy K ^a   Holmes, Elaine ^a   Trygg, Johan ^b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b UMEÅ UNIVERSITY   (Sweden)

^c UPPSALA UNIVERSITY   (Sweden)

^d AcurePharma   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL CONSTRAINTS; METABOLIC PROFILING; MODELLING AND ANALYSIS; MODELLING AND PREDICTIONS; MULTIVARIATE METHODS; MULTIVARIATE TIME SERIES; ORTHOGONAL PROJECTION; SAMPLED TIME-SERIES;

DYNAMIC RESPONSE; METABOLISM; PRINCIPAL COMPONENT ANALYSIS; TIME SERIES ANALYSIS;

BIOLOGICAL SYSTEMS;

ANALYTIC METHOD; ARTICLE; CONTROLLED STUDY; DATA ANALYSIS; INTERMETHOD COMPARISON; LINEAR SYSTEM; METABOLOMICS; METHODOLOGY; MULTIVARIATE ANALYSIS; NONLINEAR SYSTEM; ORTHOGONAL PROJECTIONS TO LATENT STRUCTURES; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; RELIABILITY; SIMULATION; TIME SERIES ANALYSIS; ANIMAL; BIOLOGICAL MODEL; BIOLOGY; COMPARATIVE STUDY; COMPUTER SIMULATION; DRUG EFFECT; KIDNEY PROXIMAL TUBULE; KINETICS; METABOLISM; PATHOPHYSIOLOGY; PREDICTION AND FORECASTING; RAT; REFERENCE VALUE; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICS; SYSTEMS BIOLOGY; TIME;

MERCURIC CHLORIDE;

ANIMALS; COMPUTATIONAL BIOLOGY; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; KIDNEY TUBULES, PROXIMAL; KINETICS; MERCURIC CHLORIDE; METABOLISM; MODELS, BIOLOGICAL; MODELS, STATISTICAL; MULTIVARIATE ANALYSIS; PREDICTIVE VALUE OF TESTS; RATS; REFERENCE VALUES; SYSTEMS BIOLOGY; TIME FACTORS;

EID: 43049127197     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-9-105     Document Type: Article

References (41)