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

Brenda Pardo, Abby Spangler, Lukas M. Weber, Stephanie C. Page, Stephanie C. Hicks, Andrew E. Jaffe, Keri Martinowich, Kristen R. Maynard, Leonardo Collado-Torres

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish (US)
Article number434
JournalBMC genomics
Volume23
Issue number1
DOIs
StatePublished - Dec 2022

Keywords

  • 10x Genomics Visium
  • Interactive visualization
  • Spatially-resolved transcriptomics

ASJC Scopus subject areas

  • Genetics
  • Biotechnology

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