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Multi-slice spatial transcriptome domain analysis with SpaDo

delete2024-03-19
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OA
AI
B
Bin Duan
S
Shaoqi Chen
X
Xiaojie Cheng
刘琦 cover
刘琦 (Qi Liu) *
DOI:10.1186/s13059-024-03213-xdelete
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Abstract

Abstract

En 中文
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.
Keywords:
Spatial transcriptomics
Multiple slice analysis
Spatial domain detection
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Journal

G
Genome Biology
IF:
9.4
Papers:
6.3K
Citations:
7.3W

Organization

T
tongji university
Scholars:
7.7W
Papers: 5.9W
Citations: 98