Capturing the dynamics of microbial interactions through individual-specific networks

Capturing the dynamics of microbial interactions through individual-specific networks

Longitudinal analysis of multivariate individual-specific microbiome profiles over time or across conditions remains dauntin. Most statistical tools and methods that are available to study microbiomes are based on cross-sectional data. Over the past few years, several attempts have been made to mode...

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Bibliographic Details
Main Authors: Behnam Yousefi, Federico Melograna, Gianluca Galazzo, Niels van Best, Monique Mommers, John Penders, Benno Schwikowski, Kristel Van Steen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Microbiology
Subjects:
microbial neighborhood dynamics
longitudinal microbiome analysis
network representation learning
individual-specific networks
encoder-decoder neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1170391/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2023.1170391/full

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