StarmapVis: An interactive and narrative visualisation tool for single-cell and spatial data

被引:0
|
作者
Ma, Shichao [1 ,2 ]
Fang, Xiunan [1 ]
Yao, Yu [3 ,4 ,5 ]
Li, Jianfu
Morgan, Daniel C. [1 ]
Xia, Yongyan [1 ]
Kwok, Crystal S. M. [1 ]
Lo, Michelle C. K. [6 ]
Siu, Dickson M. D. [6 ]
Tsia, Kevin K. [6 ]
Yang, Andrian [3 ,4 ,7 ]
Ho, Joshua W. K. [1 ,2 ]
机构
[1] Univ Hong Kong, Li Ka Shing Fac Med, Sch Biomed Sci, Pokfulam, Hong Kong, Peoples R China
[2] Lab Data Discovery Hlth Ltd D24H, Hong Kong Sci Pk, Hong Kong, Peoples R China
[3] Victor Chang Cardiac Res Inst, Darlinghurst, NSW 2010, Australia
[4] Univ New South Wales, Sydney, NSW 2020, Australia
[5] Univ Sydney, Sch Comp Sci, Sydney, NSW 2006, Australia
[6] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
[7] European Bioinformat Inst, European Mol Biol Lab, Cambridge, England
关键词
Web application; Single-cell data visualisation; Spatial-single cell integration; Narrative visualisation;
D O I
10.1016/j.csbj.2023.02.023
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Current single-cell visualisation techniques project high dimensional data into 'map' views to identify highlevel 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.(c) 2023 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:1598 / 1605
页数:8
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