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spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data

Authors :
Andrew E. Jaffe
Kristen R. Maynard
Keri Martinowich
Stephanie C. Hicks
Leonardo Collado-Torres
Pardo B
Lukas M. Weber
Abby Spangler
Source :
BMC Genomics. 23
Publication Year :
2022
Publisher :
Springer Science and Business Media LLC, 2022.

Abstract

Background Spatially-resolved transcriptomics has now enabled the quantification of high-throughput and transcriptome-wide gene expression in intact tissue while also retaining the spatial coordinates. Incorporating the precise spatial mapping of gene activity advances our understanding of intact tissue-specific biological processes. In order to interpret these novel spatial data types, interactive visualization tools are necessary. Results We describe spatialLIBD, an R/Bioconductor package to interactively explore spatially-resolved transcriptomics data generated with the 10x Genomics Visium platform. The package contains functions to interactively access, visualize, and inspect the observed spatial gene expression data and data-driven clusters identified with supervised or unsupervised analyses, either on the user’s computer or through a web application. Conclusions spatialLIBD is available at https://bioconductor.org/packages/spatialLIBD. It is fully compatible with SpatialExperiment and the Bioconductor ecosystem. Its functionality facilitates analyzing and interactively exploring spatially-resolved data from the Visium platform.

Details

ISSN :
14712164
Volume :
23
Database :
OpenAIRE
Journal :
BMC Genomics
Accession number :
edsair.doi.dedup.....a8e5a6ce046659e44d22b9637cae0123