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

将单细胞质量、生长率和基因表达的测量联系起来

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作者: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

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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