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CIBERSORT

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Bioinformatics tool

CIBERSORT, also called CIBERSORTx, is a bioinformatics tool used to deconvolute cell type proportions and gene expression profiles from bulk RNA sequencing datasets. It is among the fastest growing software tools in the life sciences.

References

  1. Newman, Aaron M.; Liu, Chih Long; Green, Michael R.; Gentles, Andrew J.; Feng, Weiguo; Xu, Yue; Hoang, Chuong D.; Diehn, Maximilian; Alizadeh, Ash A. (2015). "Robust enumeration of cell subsets from tissue expression profiles". Nature Methods. 12 (5): 453–457. doi:10.1038/nmeth.3337. ISSN 1548-7105. PMC 4739640.
  2. Newman, Aaron M.; Steen, Chloé B.; Liu, Chih Long; Gentles, Andrew J.; Chaudhuri, Aadel A.; Scherer, Florian; Khodadoust, Michael S.; Esfahani, Mohammad S.; Luca, Bogdan A.; Steiner, David; Diehn, Maximilian; Alizadeh, Ash A. (2019). "Determining cell type abundance and expression from bulk tissues with digital cytometry". Nature Biotechnology. 37 (7): 773–782. doi:10.1038/s41587-019-0114-2. ISSN 1546-1696. PMC 6610714.
  3. Chen, Binbin; Khodadoust, Michael S.; Liu, Chih Long; Newman, Aaron M.; Alizadeh, Ash A. (2018), von Stechow, Louise (ed.), "Profiling Tumor Infiltrating Immune Cells with CIBERSORT", Cancer Systems Biology, vol. 1711, New York, NY: Springer New York, pp. 243–259, doi:10.1007/978-1-4939-7493-1_12, ISBN 978-1-4939-7492-4, PMC 5895181, PMID 29344893, retrieved 2023-02-01
  4. Steen, Chloé B.; Liu, Chih Long; Alizadeh, Ash A.; Newman, Aaron M. (2020), Kidder, Benjamin L. (ed.), "Profiling Cell Type Abundance and Expression in Bulk Tissues with CIBERSORTx", Stem Cell Transcriptional Networks: Methods and Protocols, New York, NY: Springer US, pp. 135–157, doi:10.1007/978-1-0716-0301-7_7, ISBN 978-1-0716-0301-7, PMC 7695353, PMID 31960376, retrieved 2023-02-08
  5. Hutson, Matthew (2023-01-12). "Hunting for the best bioscience software tool? Check this database". Nature. doi:10.1038/d41586-023-00053-w.


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