Diagonal integration of multimodal single-cell data: potential pitfalls and paths forward
Yang Xu, Rachel Patton McCord
Abstract
Diagonal integration of multimodal single-cell data emerges as a trending topic. However, empowering diagonal methods for novel biological discoveries requires bridging huge gaps. Here, we comment on potential risks and future directions of diagonal integration for multimodal single-cell data.
Topics & Concepts
DiagonalBridging (networking)Computer scienceData integrationData miningMathematicsGeometryComputer networkSingle-cell and spatial transcriptomicsGene Regulatory Network AnalysisAdvanced Biosensing Techniques and Applications