Multi-slice spatial transcriptome domain analysis with SpaDo

Autor: Bin Duan, Shaoqi Chen, Xiaojie Cheng, Qi Liu
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Genome Biology, Vol 25, Iss 1, Pp 1-23 (2024)
Druh dokumentu: article
ISSN: 1474-760X
DOI: 10.1186/s13059-024-03213-x
Popis: 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.
Databáze: Directory of Open Access Journals