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
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Alveolar type 1 cell marker expression in an in vitro model of human alveolar type I cell transdifferentiation
    Foster, CD
    Varghese, L
    Guttentag, SH
    PEDIATRIC RESEARCH, 2004, 55 (04) : 88A - 88A
  • [22] EVALUATION AND CO-EXPRESSION OF MARKER GENES OF CELL TYPES IN BRAIN
    Dai, Rujia
    Jiao, Chuan
    Chen, Yu
    Chen, Chao
    Liu, Chunyu
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2019, 29 : S919 - S920
  • [23] Pediatric Astrocytomas and Their Association With Polymorphisms in Embryonic Stem Cell Marker Genes
    de Castro, Eduardo Morais
    Barbosa, Leonardo Vinicius
    Fonseca, Aline Simoneti
    Nagashima, Seigo
    Vaz de Paula, Caroline Busatta
    Zeni, Rafaela
    Cavalli, Luciane R.
    Bleggi Torres, Luiz Fernando
    de Noronha, Lucia
    Machado-Souza, Cleber
    JOURNAL OF CHILD NEUROLOGY, 2022, 37 (06) : 534 - 540
  • [24] Prediction of liver cancer prognosis based on immune cell marker genes
    Liu, Jianfei
    Qu, Junjie
    Xu, Lingling
    Qiao, Chen
    Shao, Guiwen
    Liu, Xin
    He, Hui
    Zhang, Jian
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [25] scSorter: assigning cells to known cell types according to marker genes
    Hongyu Guo
    Jun Li
    Genome Biology, 22
  • [26] scSorter: assigning cells to known cell types according to marker genes
    Guo, Hongyu
    Li, Jun
    GENOME BIOLOGY, 2021, 22 (01)
  • [27] Differentially Expressed Genes in Clear Cell Renal Cell Carcinoma as a Potential Marker for Prognostic and Immune Signatures
    Tong, Ying
    Yu, Yiwen
    Zheng, Hui
    Wang, Yanchun
    Xie, Suhong
    Chen, Cuncun
    Lu, Renquan
    Guo, Lin
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [28] Pancreatic β-cell mRNA modification as a marker for type 2 diabetes
    Erik Renström
    Enming Zhang
    Nature Metabolism, 2019, 1 : 748 - 749
  • [29] MAGNETO: Cell type marker panel generator from single-cell transcriptomic data
    Tangherloni, Andrea
    Riva, Simone G.
    Myers, Brynelle
    Buffa, Francesca M.
    Cazzaniga, Paolo
    JOURNAL OF BIOMEDICAL INFORMATICS, 2023, 147
  • [30] MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting
    Zou, Meng
    Duren, Zhana
    Yuan, Qiuyue
    Li, Henry
    Hutchins, Andrew Paul
    Wong, Wing Hung
    Wang, Yong
    BRIEFINGS IN BIOINFORMATICS, 2021, 22 (06)