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CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data

Single-cell RNAseq is a routinely used method to explore heterogeneity within cell populations. Data from these experiments are often visualized using dimension reduction methods such as UMAP and tSNE, where each cell is projected in two or three dimensional space. Three-dimensional projections can...

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Detalles Bibliográficos
Autores principales: Legetth, Oscar, Rodhe, Johan, Lang, Stefan, Dhapola, Parashar, Wallergård, Mattias, Soneji, Shamit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609247/
https://www.ncbi.nlm.nih.gov/pubmed/34849461
http://dx.doi.org/10.1016/j.isci.2021.103251
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author Legetth, Oscar
Rodhe, Johan
Lang, Stefan
Dhapola, Parashar
Wallergård, Mattias
Soneji, Shamit
author_facet Legetth, Oscar
Rodhe, Johan
Lang, Stefan
Dhapola, Parashar
Wallergård, Mattias
Soneji, Shamit
author_sort Legetth, Oscar
collection PubMed
description Single-cell RNAseq is a routinely used method to explore heterogeneity within cell populations. Data from these experiments are often visualized using dimension reduction methods such as UMAP and tSNE, where each cell is projected in two or three dimensional space. Three-dimensional projections can be more informative for larger and complex datasets because they are less prone to merging and flattening similar cell-types/clusters together. However, visualizing and cross-comparing 3D projections using current software on conventional flat-screen displays is far from optimal as they are still essentially 2D, and lack meaningful interaction between the user and the data. Here we present CellexalVR (www.cellexalvr.med.lu.se), a feature-rich, fully interactive virtual reality environment for the visualization and analysis of single-cell experiments that allows researchers to intuitively and collaboratively gain an understanding of their data.
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spelling pubmed-86092472021-11-29 CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data Legetth, Oscar Rodhe, Johan Lang, Stefan Dhapola, Parashar Wallergård, Mattias Soneji, Shamit iScience Article Single-cell RNAseq is a routinely used method to explore heterogeneity within cell populations. Data from these experiments are often visualized using dimension reduction methods such as UMAP and tSNE, where each cell is projected in two or three dimensional space. Three-dimensional projections can be more informative for larger and complex datasets because they are less prone to merging and flattening similar cell-types/clusters together. However, visualizing and cross-comparing 3D projections using current software on conventional flat-screen displays is far from optimal as they are still essentially 2D, and lack meaningful interaction between the user and the data. Here we present CellexalVR (www.cellexalvr.med.lu.se), a feature-rich, fully interactive virtual reality environment for the visualization and analysis of single-cell experiments that allows researchers to intuitively and collaboratively gain an understanding of their data. Elsevier 2021-10-27 /pmc/articles/PMC8609247/ /pubmed/34849461 http://dx.doi.org/10.1016/j.isci.2021.103251 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Legetth, Oscar
Rodhe, Johan
Lang, Stefan
Dhapola, Parashar
Wallergård, Mattias
Soneji, Shamit
CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title_full CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title_fullStr CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title_full_unstemmed CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title_short CellexalVR: A virtual reality platform to visualize and analyze single-cell omics data
title_sort cellexalvr: a virtual reality platform to visualize and analyze single-cell omics data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609247/
https://www.ncbi.nlm.nih.gov/pubmed/34849461
http://dx.doi.org/10.1016/j.isci.2021.103251
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