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Pathway testing for longitudinal metabolomics

We propose a top‐down approach for pathway analysis of longitudinal metabolite data. We apply a score test based on a shared latent process mixed model which can identify pathways with differentially progressing metabolites. The strength of our approach is that it can handle unbalanced designs, deal...

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Detalles Bibliográficos
Autores principales: Ebrahimpoor, Mitra, Spitali, Pietro, Goeman, Jelle J., Tsonaka, Roula
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8252476/
https://www.ncbi.nlm.nih.gov/pubmed/33768548
http://dx.doi.org/10.1002/sim.8957