Similarity network fusion for the integration of multi-omics and microbiomes in respiratory disease
Jayanth Kumar Narayana, Micheál Mac Aogáin, Nur A’tikah Binte Mohamed Ali, Krasimira Tsaneva‐Atanasova, Sanjay H. Chotirmall
Abstract
<b>Similarity network fusion (SNF) is increasingly employed for multi-omics and microbiome data integration and assists patient endotyping. This Methods article describes its performance and explores current and future applications in respiratory medicine.</b>https://bit.ly/3gtoYq9
Topics & Concepts
MicrobiomeSimilarity (geometry)OmicsComputational biologyData integrationComputer scienceDiseaseBioinformaticsMedicineData miningArtificial intelligenceBiologyPathologyImage (mathematics)Gut microbiota and healthBioinformatics and Genomic NetworksGene expression and cancer classification