… Using simulations and benchmark multi-omics studies, we show that DIABLO identifies
features … In two case studies, DIABLO identified both known and novel multi-omics biomarkers …

… can be combined into multi-omics assays that provide … The first generation of single-cell
assays selectively measured a single … We have identified five basic strategies for the multi-omics …

… to concentrate on one type of assay (ie transcriptomics) and … assays from the same set of
samples to create multi-omics … facilities that offer affordable omics assays on a service basis, …

… For single-cell multi-omics assays, this includes the nature of molecular analytes they analyse
as well as the method used for cell barcoding. For spatial multi-omics assays, this includes …

… axes of biological and technical variation when multiple omics assays are applied to the
same samples. MOFA is a broadly applicable approach for multi‐omics data integration. …

… and noninvasive physiological tests represent one clear way … Despite the apparent simplicity,
these tests predict the risk of … tests, such as pulmonary function tests, cognitive tests, or …

… that enables pattern recognition in time-series multi-omics assays. It significantly reduces the
manual … changes using multi-tissues/conditions on a time-series fashion from omic assays. …

… Biospecimen and data distribution for the multi-omics … prior to their application in multi-omics
assays, we developed … sufficient to perform further omics assays, we determined the set …

… of multiple assays. We hypothesized that this method would be helpful for high-dimensional
multi-omics … latent variables from high-dimensional multi-omics data and use them to explain …

… By contrast, multi-omics assays (Box 1), which are capable of … Single-cell multi-omics
technologies allow the detailed … Large-scale multi-omics profiling can also be achieved in bulk …