InterCellDB: A User-Defined Database for Inferring Intercellular Networks

被引:9
|
作者
Jin, Ziyang [1 ]
Zhang, Xiaotao [1 ]
Dai, Xuejiao [2 ]
Huang, Jinyan [3 ]
Hu, Xiaoming [4 ,5 ]
Zhang, Jianmin [1 ]
Shi, Ligen [1 ]
机构
[1] Zhejiang Univ, Sch Med, Affiliated Hosp 2, Dept Neurosurg, Hangzhou 310058, Zhejiang, Peoples R China
[2] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Neurol, Hangzhou 310058, Zhejiang, Peoples R China
[3] Zhejiang Univ, Sch Med, Affiliated Hosp 1, Biomed Big Data Ctr, Hangzhou 310058, Zhejiang, Peoples R China
[4] Univ Pittsburgh, Sch Med, Pittsburgh Inst Brain Disorders & Recovery, Pittsburgh, PA 15213 USA
[5] Univ Pittsburgh, Sch Med, Dept Neurol, Pittsburgh, PA 15213 USA
基金
中国国家自然科学基金;
关键词
cellular localization; functional annotation; intercellular network; scRNA-seq; user-defined database; CELL; COMMUNICATION;
D O I
10.1002/advs.202200045
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Recent advances in single cell RNA sequencing (scRNA-seq) empower insights into cell-cell crosstalk within specific tissues. However, customizable data analysis tools that decipher intercellular communication from gene expression in association with biological functions are lacking. The authors have developed InterCellDB, a platform that allows a user-defined analysis of intercellular communication using scRNA-seq datasets in combination with protein annotation information, including cellular localization and functional classification, and protein interaction properties. The application of InterCellDB in tumor microenvironment research is exemplified using two independent scRNA-seq datasets from human and mouse and it is demonstrated that InterCellDB-inferred cell-cell interactions and ligand-receptor pairs are experimentally valid.
引用
收藏
页数:11
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