Multiset partial least squares with rank order of groups for integrating multi-omics data

Abstract excerpt

As more multi-omics data such as metabolome, proteome and transcriptome data are acquired, statistical analyses to integrate multi-omics data has been required. Multivariate analysis for integration of multi-omics data has been proposed such as multiset partial least squares (PLS). However, when we want to extract scores about the rank order of groups such as severity of disease as well as difference of groups, we...

Topics

Open a Topic to create a Post that cites this publication.

• Algorithms
• Gene Regulatory Networks
• Metabolic Networks and Pathways
• Metabolome
• Prostatic Neoplasms
• Risk
• ROC Curve
• Software

Identifiers and source

Literature Corpus work

cfae2d9a-5264-5a86-a29b-07f38570e22d

DOI

10.1101/2022.08.30.505949