Analysis of longitudinal metabolomic data using multivariate curve resolution-alternating least squares and pathway analysis

Author:

Ten-Doménech Isabel,Moreno-Torres Marta,Sanjuan-Herráez Juan Daniel,Pérez-Guaita David,Quintás GuillermoORCID,Kuligowski Julia

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference25 articles.

1. Longitudinal omics modeling and integration in clinical metabonomics research: challenges in childhood metabolic health research;Sperisen;Front. Mol. Biosci.,2015

2. Analysis of time course 1H NMR metabolomics data by multivariate curve resolution;Karakach;Magn. Reson. Chem. MRC.,2009

3. Be careful with your principal components;Björklund;Evolution,2019

4. Principal component analysis: a review and recent developments;Jolliffe;Philos. Trans. R. Soc. Math. Phys. Eng. Sci.,2016

5. Evaluation of batch effect elimination using quality control replicates in LC-MS metabolite profiling;Sánchez-Illana;Anal. Chim. Acta,2018

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