Genome Biology (Nov 2018)

Linking single-cell measurements of mass, growth rate, and gene expression

  • Robert J. Kimmerling,
  • Sanjay M. Prakadan,
  • Alejandro J. Gupta,
  • Nicholas L. Calistri,
  • Mark M. Stevens,
  • Selim Olcum,
  • Nathan Cermak,
  • Riley S. Drake,
  • Kristine Pelton,
  • Frederik De Smet,
  • Keith L. Ligon,
  • Alex K. Shalek,
  • Scott R. Manalis

DOI
https://doi.org/10.1186/s13059-018-1576-0
Journal volume & issue
Vol. 19, no. 1
pp. 1 – 13

Abstract

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Abstract Mass and growth rate are highly integrative measures of cell physiology not discernable via genomic measurements. Here, we introduce a microfluidic platform enabling direct measurement of single-cell mass and growth rate upstream of highly multiplexed single-cell profiling such as single-cell RNA sequencing. We resolve transcriptional signatures associated with single-cell mass and growth rate in L1210 and FL5.12 cell lines and activated CD8+ T cells. Further, we demonstrate a framework using these linked measurements to characterize biophysical heterogeneity in a patient-derived glioblastoma cell line with and without drug treatment. Our results highlight the value of coupled phenotypic metrics in guiding single-cell genomics.

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