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May 1, 2020Nature Medicine830 citationsOpen Access

A single-cell and single-nucleus RNA-Seq toolbox for fresh and frozen human tumors

MSMichal SlyperCPCaroline PorterOAOrr Ashenberg

Key Points

  • This research aims to create a comprehensive toolbox for analyzing fresh and frozen human tumors using single-cell and single-nucleus RNA sequencing technologies.
  • Developed protocols for single-cell RNA-Seq and single-nucleus RNA-Seq
  • Analyzed 216,490 cells and nuclei from 40 samples spanning 23 specimens
  • Evaluated protocols based on cell and nucleus quality, recovery rate, and cellular composition.
  • scRNA-Seq and snRNA-Seq from matched samples retrieved the same cell types with different proportions
  • Demonstrated effective profiling of diverse tumor types using the developed toolbox
  • Provided criteria for selecting methods applicable to various tumor studies.

Abstract

Single-cell genomics is essential to chart tumor ecosystems. Although single-cell RNA-Seq (scRNA-Seq) profiles RNA from cells dissociated from fresh tumors, single-nucleus RNA-Seq (snRNA-Seq) is needed to profile frozen or hard-to-dissociate tumors. Each requires customization to different tissue and tumor types, posing a barrier to adoption. Here, we have developed a systematic toolbox for profiling fresh and frozen clinical tumor samples using scRNA-Seq and snRNA-Seq, respectively. We analyzed 216,490 cells and nuclei from 40 samples across 23 specimens spanning eight tumor types of varying tissue and sample characteristics. We evaluated protocols by cell and nucleus quality, recovery rate and cellular composition. scRNA-Seq and snRNA-Seq from matched samples recovered the same cell types, but at different proportions. Our work provides guidance for studies in a broad range of tumors, including criteria for testing and selecting methods from the toolbox for other tumors, thus paving the way for charting tumor atlases.

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Cite This Study

Slyper et al. (2020) studied this question.

synapsesocial.com/papers/69d5722175589c71d767e51ahttps://doi.org/10.1038/s41591-020-0844-1
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