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cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data
Highly multiplexed imaging enables single-cell-resolved detection of numerous biological molecules in their spatial tissue context. Interactive data visualization of multiplexed imaging data is necessary for quality control and hypothesis examination. Here, we describe cytoviewer, an R/Bioconductor...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245846/ https://www.ncbi.nlm.nih.gov/pubmed/37292939 http://dx.doi.org/10.1101/2023.05.24.542115 |
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author | Meyer, Lasse Eling, Nils Bodenmiller, Bernd |
author_facet | Meyer, Lasse Eling, Nils Bodenmiller, Bernd |
author_sort | Meyer, Lasse |
collection | PubMed |
description | Highly multiplexed imaging enables single-cell-resolved detection of numerous biological molecules in their spatial tissue context. Interactive data visualization of multiplexed imaging data is necessary for quality control and hypothesis examination. Here, we describe cytoviewer, an R/Bioconductor package for interactive visualization and exploration of multi-channel images and segmentation masks. The cytoviewer package supports flexible generation of image composites, allows side-by-side visualization of single channels, and facilitates the spatial visualization of single-cell data in the form of segmentation masks. The package operates on SingleCellExperiment, SpatialExperiment and CytoImageList objects and therefore integrates with the Bioconductor framework for single-cell and image analysis. Users of cytoviewer need little coding expertise, and the graphical user interface allows user-friendly navigation. We showcase the functionality of cytoviewer by analysis of an imaging mass cytometry dataset of cancer patients. |
format | Online Article Text |
id | pubmed-10245846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-102458462023-06-08 cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data Meyer, Lasse Eling, Nils Bodenmiller, Bernd bioRxiv Article Highly multiplexed imaging enables single-cell-resolved detection of numerous biological molecules in their spatial tissue context. Interactive data visualization of multiplexed imaging data is necessary for quality control and hypothesis examination. Here, we describe cytoviewer, an R/Bioconductor package for interactive visualization and exploration of multi-channel images and segmentation masks. The cytoviewer package supports flexible generation of image composites, allows side-by-side visualization of single channels, and facilitates the spatial visualization of single-cell data in the form of segmentation masks. The package operates on SingleCellExperiment, SpatialExperiment and CytoImageList objects and therefore integrates with the Bioconductor framework for single-cell and image analysis. Users of cytoviewer need little coding expertise, and the graphical user interface allows user-friendly navigation. We showcase the functionality of cytoviewer by analysis of an imaging mass cytometry dataset of cancer patients. Cold Spring Harbor Laboratory 2023-05-24 /pmc/articles/PMC10245846/ /pubmed/37292939 http://dx.doi.org/10.1101/2023.05.24.542115 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Meyer, Lasse Eling, Nils Bodenmiller, Bernd cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title | cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title_full | cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title_fullStr | cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title_full_unstemmed | cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title_short | cytoviewer: an R/Bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
title_sort | cytoviewer: an r/bioconductor package for interactive visualization and exploration of highly multiplexed imaging data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245846/ https://www.ncbi.nlm.nih.gov/pubmed/37292939 http://dx.doi.org/10.1101/2023.05.24.542115 |
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