Multi-slice spatial transcriptome domain analysis with SpaDo
Bin Duan, Shaoqi Chen, Xiaojie Cheng, Qi Liu
Abstract
With the rapid advancements in spatial transcriptome sequencing, multiple tissue slices are now available, enabling the integration and interpretation of spatial cellular landscapes. Herein, we introduce SpaDo, a tool for multi-slice spatial domain analysis, including modules for multi-slice spatial domain detection, reference-based annotation, and multiple slice clustering at both single-cell and spot resolutions. We demonstrate SpaDo's effectiveness with over 40 multi-slice spatial transcriptome datasets from 7 sequencing platforms. Our findings highlight SpaDo's potential to reveal novel biological insights in multi-slice spatial transcriptomes.
Topics & Concepts
TranscriptomeBiologyComputational biologySpatial analysisDomain (mathematical analysis)Cluster analysisAnnotationComputer scienceData miningBioinformaticsArtificial intelligenceGeneticsGeneRemote sensingMathematical analysisGeologyMathematicsGene expressionSingle-cell and spatial transcriptomicsMolecular Biology Techniques and ApplicationsGene expression and cancer classification