PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration
Cecilia Wieder,
Juliette Cooke,
Clement Frainay
et al.
Abstract:As terabytes of multi-omics data are being generated, there is an ever-increasing need for methods facilitating the integration and interpretation of such data. Current multi-omics integration methods typically output lists, clusters, or subnetworks of molecules related to an outcome. Even with expert domain knowledge, discerning the biological processes involved is a time-consuming activity. Here we propose PathIntegrate, a method for integrating multi-omics datasets based on pathways, designed to exploit kno… Show more
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