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StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data
Current single-cell visualisation techniques project high dimensional data into ‘map’ views to identify high-level structures such as cell clusters and trajectories. New tools are needed to allow the transversal through the high dimensionality of single-cell data to explore the single-cell local nei...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976191/ https://www.ncbi.nlm.nih.gov/pubmed/36874160 http://dx.doi.org/10.1016/j.csbj.2023.02.023 |
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author | Ma, Shichao Fang, Xiunan Yao, Yu Li, Jianfu Morgan, Daniel C. Xia, Yongyan Kwok, Crystal S.M. Lo, Michelle C.K. Siu, Dickson M.D. Tsia, Kevin K. Yang, Andrian Ho, Joshua W.K. |
author_facet | Ma, Shichao Fang, Xiunan Yao, Yu Li, Jianfu Morgan, Daniel C. Xia, Yongyan Kwok, Crystal S.M. Lo, Michelle C.K. Siu, Dickson M.D. Tsia, Kevin K. Yang, Andrian Ho, Joshua W.K. |
author_sort | Ma, Shichao |
collection | PubMed |
description | Current single-cell visualisation techniques project high dimensional data into ‘map’ views to identify high-level structures such as cell clusters and trajectories. New tools are needed to allow the transversal through the high dimensionality of single-cell data to explore the single-cell local neighbourhood. StarmapVis is a convenient web application displaying an interactive downstream analysis of single-cell expression or spatial transcriptomic data. The concise user interface is powered by modern web browsers to explore the variety of viewing angles unavailable to 2D media. Interactive scatter plots display clustering information, while the trajectory and cross-comparison among different coordinates are displayed in connectivity networks. Automated animation of camera view is a unique feature of our tool. StarmapVis also offers a useful animated transition between two-dimensional spatial omic data to three-dimensional single cell coordinates. The usability of StarmapVis is demonstrated by four data sets, showcasing its practical usability. StarmapVis is available at: https://holab-hku.github.io/starmapVis. |
format | Online Article Text |
id | pubmed-9976191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-99761912023-03-02 StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data Ma, Shichao Fang, Xiunan Yao, Yu Li, Jianfu Morgan, Daniel C. Xia, Yongyan Kwok, Crystal S.M. Lo, Michelle C.K. Siu, Dickson M.D. Tsia, Kevin K. Yang, Andrian Ho, Joshua W.K. Comput Struct Biotechnol J Software/Web server Article Current single-cell visualisation techniques project high dimensional data into ‘map’ views to identify high-level structures such as cell clusters and trajectories. New tools are needed to allow the transversal through the high dimensionality of single-cell data to explore the single-cell local neighbourhood. StarmapVis is a convenient web application displaying an interactive downstream analysis of single-cell expression or spatial transcriptomic data. The concise user interface is powered by modern web browsers to explore the variety of viewing angles unavailable to 2D media. Interactive scatter plots display clustering information, while the trajectory and cross-comparison among different coordinates are displayed in connectivity networks. Automated animation of camera view is a unique feature of our tool. StarmapVis also offers a useful animated transition between two-dimensional spatial omic data to three-dimensional single cell coordinates. The usability of StarmapVis is demonstrated by four data sets, showcasing its practical usability. StarmapVis is available at: https://holab-hku.github.io/starmapVis. Research Network of Computational and Structural Biotechnology 2023-02-14 /pmc/articles/PMC9976191/ /pubmed/36874160 http://dx.doi.org/10.1016/j.csbj.2023.02.023 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Software/Web server Article Ma, Shichao Fang, Xiunan Yao, Yu Li, Jianfu Morgan, Daniel C. Xia, Yongyan Kwok, Crystal S.M. Lo, Michelle C.K. Siu, Dickson M.D. Tsia, Kevin K. Yang, Andrian Ho, Joshua W.K. StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title | StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title_full | StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title_fullStr | StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title_full_unstemmed | StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title_short | StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data |
title_sort | starmapvis: an interactive and narrative visualisation tool for single-cell and spatial data |
topic | Software/Web server Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976191/ https://www.ncbi.nlm.nih.gov/pubmed/36874160 http://dx.doi.org/10.1016/j.csbj.2023.02.023 |
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