STExplore: An Integrated Online Platform for Comprehensive Analysis and Visualization of Spatial Transcriptomics Data

被引:0
|
作者
Wang, Yongtian [1 ,2 ,3 ,4 ]
Luo, Jintian [5 ]
Jiao, Shaoqing [5 ]
Xie, Xiaohan [1 ,2 ,3 ]
Wang, Tao [1 ,2 ,3 ]
Liu, Jie [5 ]
Shang, Xuequn [1 ,2 ,3 ]
Peng, Jiajie [1 ,2 ,3 ,4 ]
机构
[1] Northwestern Polytech Univ, Sch Comp Sci, 1 Dongxiang Rd, Xian 710129, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, AI Sci Interdisciplinary Res Ctr, Sch Comp Sci, 1 Dongxiang Rd, Xian 710129, Shaanxi, Peoples R China
[3] Northwestern Polytech Univ, Key Lab Big Data Storage & Management, Minist Ind & Informat Technol, 1 Dongxiang Rd, Xian 710072, Peoples R China
[4] Northwestern Polytech Univ Shenzhen, Res & Dev Inst, Sanhang Sci &Technol Buliding,45th,Gaoxin South 9t, Shenzhen 518063, Peoples R China
[5] Northwestern Polytech Univ, Sch Software, 1 Dongxiang Rd, Xian 710129, Shaanxi, Peoples R China
来源
SMALL METHODS | 2025年
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
data analysis; interactive visualization; single-cell RNA sequencing; spatial transcriptomics; web server; SINGLE-CELL; ATLAS;
D O I
10.1002/smtd.202401272
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Spatial transcriptomics revolutionizes the understanding of tissue organization and cellular interactions by combining high-resolution spatial information with gene expression profiles. Existing spatial transcriptomics analysis platforms face challenges in accommodating diverse techniques, integrating multi-omics data, and providing comprehensive analytical workflows. STExplore, an advanced online platform, is developed to address these limitations. STExplore supports a wide range of technologies, including sequencing-based and image-based methods, and offers a complete analysis workflow encompassing preprocessing, integration with single-cell RNA sequencing (scRNA-seq), cluster-level and gene-level analyses, and cell-cell communication studies. The platform features dynamic parameter adjustments and interactive visualizations at each analytical stage, enabling users to gain deeper insights into the spatial transcriptomic landscape. Case studies on neurogenesis in embryonic brain development, Alzheimer's disease, and brain tissue architecture demonstrate STExplore's capabilities in enhancing gene expression analysis, revealing cellular spatial organizations, and uncovering intercellular communication patterns. STExplore provides a comprehensive and user-friendly solution for the expanding demands of spatial transcriptomics research. The platform is accessible at .
引用
收藏
页数:15
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