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TimiGP: An R package to depict the tumor microenvironment from bulk transcriptomics
- Source :
- STAR Protocols, Vol 4, Iss 4, Pp 102742- (2023)
- Publication Year :
- 2023
- Publisher :
- Elsevier, 2023.
-
Abstract
- Summary: Exploring the clinical relevance of diverse immune cell types within the tumor microenvironment is pivotal for unraveling cancer intricacies and developing treatments. Here, we present a protocol for using tumor immune microenvironment illustration based on gene pairs, an R package to deduce cell-cell interactions, unveiling the association between immune cell relative abundance and patient prognoses from bulk gene expression and survival data. We describe steps for harnessing cell-type markers derived from single-cell RNA sequencing data to map the tumor immune microenvironment across a spectrum of cancer types.For complete details on the use and execution of this protocol, please refer to Li et al. (2023).1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
- Subjects :
- Bioinformatics
Single Cell
Cancer
Genomics
RNA-seq
Immunology
Science (General)
Q1-390
Subjects
Details
- Language :
- English
- ISSN :
- 26661667
- Volume :
- 4
- Issue :
- 4
- Database :
- Directory of Open Access Journals
- Journal :
- STAR Protocols
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.50ae6d388e514bb09d2ffb650fcb19cd
- Document Type :
- article
- Full Text :
- https://doi.org/10.1016/j.xpro.2023.102742