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spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data
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 t...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188087/ https://www.ncbi.nlm.nih.gov/pubmed/35689177 http://dx.doi.org/10.1186/s12864-022-08601-w |
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author | Pardo, Brenda Spangler, Abby Weber, Lukas M. Page, Stephanie C. Hicks, Stephanie C. Jaffe, Andrew E. Martinowich, Keri Maynard, Kristen R. Collado-Torres, Leonardo |
author_facet | Pardo, Brenda Spangler, Abby Weber, Lukas M. Page, Stephanie C. Hicks, Stephanie C. Jaffe, Andrew E. Martinowich, Keri Maynard, Kristen R. Collado-Torres, Leonardo |
author_sort | Pardo, Brenda |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at (10.1186/s12864-022-08601-w). |
format | Online Article Text |
id | pubmed-9188087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91880872022-06-12 spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data Pardo, Brenda Spangler, Abby Weber, Lukas M. Page, Stephanie C. Hicks, Stephanie C. Jaffe, Andrew E. Martinowich, Keri Maynard, Kristen R. Collado-Torres, Leonardo BMC Genomics Software 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at (10.1186/s12864-022-08601-w). BioMed Central 2022-06-10 /pmc/articles/PMC9188087/ /pubmed/35689177 http://dx.doi.org/10.1186/s12864-022-08601-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Software Pardo, Brenda Spangler, Abby Weber, Lukas M. Page, Stephanie C. Hicks, Stephanie C. Jaffe, Andrew E. Martinowich, Keri Maynard, Kristen R. Collado-Torres, Leonardo spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title | spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title_full | spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title_fullStr | spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title_full_unstemmed | spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title_short | spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data |
title_sort | spatiallibd: an r/bioconductor package to visualize spatially-resolved transcriptomics data |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188087/ https://www.ncbi.nlm.nih.gov/pubmed/35689177 http://dx.doi.org/10.1186/s12864-022-08601-w |
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