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Opportunities and limits of combining microbiome and genome data for complex trait prediction
(BMC, 2021-08-06)
Background
Analysis and prediction of complex traits using microbiome data combined with host genomic information is a topic of utmost interest. However, numerous questions remain to be answered: how ...
Identification of candidate regulatory genes for intramuscular fatty acid composition in pigs by transcriptome analysis
(BMC, 2024-02-12)
Background
Intramuscular fat (IMF) content and its fatty acid (FA) composition are typically controlled by several genes, each with a small effect. In the current study, to pinpoint candidate genes and ...
Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
(BMC, 2021-10-24)
Background: The gut microbiota infuences host performance playing a relevant role in homeostasis and function of
the immune system. The aim of the present work was to identify microbial signatures ...
kernInt: A Kernel Framework for Integrating Supervised and Unsupervised Analyses in Spatio-Temporal Metagenomic Datasets
(Frontiers Media, 2021-01-28)
The advent of next-generation sequencing technologies allowed relative quantification of microbiome communities and their spatial and temporal variation. In recent years, supervised learning (i.e., ...