Protocol for directly selecting cell type marker genes for-cell Festem

被引:0
|
作者
Chen, Zihao [1 ,2 ]
Wang, Changhu [1 ,2 ]
Xi, Ruibin [1 ,2 ]
机构
[1] Peking Univ, Sch Math Sci, Beijing 100871, Peoples R China
[2] Peking Univ, Ctr Stat Sci, Beijing 100871, Peoples R China
来源
STAR PROTOCOLS | 2025年 / 6卷 / 01期
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
D O I
10.1016/j.xpro.2024.103514
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Feature selection by expectation maximization test (Festem) enables the direct selection of cell type marker genes, facilitating downstream clustering of single-cell RNA sequencing (scRNA-seq) data. Here, we present a protocol for using Festem to identify marker genes in scRNA-seq data and perform subsequent analyses. We describe comprehensive steps for setting up the environment, marker gene selection, clustering, and marker gene assignment. This protocol yields both clustering results and identified marker genes, enhancing the interpretation of biological information in scRNA-seq data. For complete details on the use and execution of this protocol, please refer to Chen et al.1
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页数:14
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