Nature Communications (Dec 2017)

Estimation of immune cell content in tumour tissue using single-cell RNA-seq data

  • Max Schelker,
  • Sonia Feau,
  • Jinyan Du,
  • Nav Ranu,
  • Edda Klipp,
  • Gavin MacBeath,
  • Birgit Schoeberl,
  • Andreas Raue

DOI
https://doi.org/10.1038/s41467-017-02289-3
Journal volume & issue
Vol. 8, no. 1
pp. 1 – 12

Abstract

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Mathematical approaches can be used to assess immune cell composition from the tumour's bulk expression data. Here the authors optimise the CYBERSORT-based deconvolution algorithm by including cell type-specific reference gene expression profiles generated from tumour-derived single-cell RNA sequencing data.