Multi-slice spatial transcriptome domain analysis with SpaDo

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...

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Veröffentlicht in:Genome Biology 2024-03, Vol.25 (1), p.73-23, Article 73
Hauptverfasser: Duan, Bin, Chen, Shaoqi, Cheng, Xiaojie, Liu, Qi
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Sprache:eng
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Zusammenfassung: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.
ISSN:1474-760X
1474-7596
1474-760X
DOI:10.1186/s13059-024-03213-x