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
Hauptverfasser: Xie, Mengyu, Lee, Kyubum, Lockhart, John H, Cukras, Scott D, Carvajal, Rodrigo, Beg, Amer A, Flores, Elsa R, Teng, Mingxiang, Chung, Christine H, Tan, Aik Choon
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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.
ISSN:1367-4803
1367-4811
DOI:10.1093/bioinformatics/btab244