TIMEx: tumor-immune microenvironment deconvolution web-portal for bulk transcriptomics using pan-cancer scRNA-seq signatures
Abstract Summary The heterogeneous cell types of the tumor-immune microenvironment (TIME) play key roles in determining cancer progression, metastasis and response to treatment. We report the development of TIMEx, a novel TIME deconvolution method emphasizing on estimating infiltrating immune cells...
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Veröffentlicht in: | Bioinformatics (Oxford, England) England), 2021-10, Vol.37 (20), p.3681-3683 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Abstract
Summary
The heterogeneous cell types of the tumor-immune microenvironment (TIME) play key roles in determining cancer progression, metastasis and response to treatment. We report the development of TIMEx, a novel TIME deconvolution method emphasizing on estimating infiltrating immune cells for bulk transcriptomics using pan-cancer single-cell RNA-seq signatures. We also implemented a comprehensive, user-friendly web-portal for users to evaluate TIMEx and other deconvolution methods with bulk transcriptomic profiles.
Availability and implementation
TIMEx web-portal is freely accessible at http://timex.moffitt.org.
Supplementary information
Supplementary data are available at Bioinformatics online. |
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ISSN: | 1367-4803 1367-4811 |
DOI: | 10.1093/bioinformatics/btab244 |