SMOPCA: spatially aware dimension reduction integrating multi-omics improves the efficiency of spatial domain detection

Abstract Technological advances have enabled us to profile multiple omics layers with spatial information, significantly enhancing spatial domain detection and advancing a variety of biomedical research fields. Despite these advancements, there is a notable lack of effective methods for modeling spa...

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Bibliographic Details
Main Authors: Mo Chen, Ruihua Cheng, Jianuo He, Jun Chen, Jie Zhang
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Genome Biology
Online Access:https://doi.org/10.1186/s13059-025-03576-9
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