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Decoding breast cancer tissue-stroma interactions using species-specific sequencing.

Indira V Chivukula1, Daniel Ramsköld2,3,4, Helena Storvall5,6

  • 1Department of Cell and Molecular Biology, Karolinska Institutet, von Eulers väg 3, SE-17177, Stockholm, Sweden. indira.chivukula@ki.se.

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Summary
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This study introduces S(3) technology for analyzing mixed human and mouse cell transcriptomes without cell sorting. This method accurately decodes gene expression in xenografts, revealing distinct cancer cell responses.

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Area of Science:

  • Transcriptomics
  • Bioinformatics
  • Cancer Research

Background:

  • Understanding cell-cell interactions, like tumor-stroma dynamics in xenografts, is crucial.
  • Analyzing mixed human and mouse cells often requires pre-sorting, which can alter gene expression.

Purpose of the Study:

  • To develop a bioinformatics technique for analyzing mixed human and mouse transcriptomes without cell separation.
  • To enable accurate genome-wide transcriptome analysis of intermixed cells in experimental models.

Main Methods:

  • A novel bioinformatics approach to separate mouse and human transcriptomes from mixed-species sequencing data.
  • Utilizing species-specific sequencing technology, termed S(3) (S-cube).

Main Results:

  • The S(3) technique successfully assigns 99% of genes to their species of origin with high accuracy (0.2% misassignment).
  • Application in xenograft models revealed distinct transcriptional responses of MCF7 and MDA-MB-231 breast cancer cells and their stromal interactions.
  • Insights into Notch signaling pathways were also obtained.

Conclusions:

  • S(3) technology provides a faithful method for recording transcriptomic changes in mixed human-mouse cell populations.
  • This technology is versatile and applicable to diverse research questions in xenograft and cell-interaction studies.