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

Authors :
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
Source :
Genome Biology, Vol 19, Iss 1, Pp 1-13 (2018)
Publication Year :
2018
Publisher :
BMC, 2018.

Abstract

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.

Details

Language :
English
ISSN :
1474760X
Volume :
19
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Genome Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.86b5438fb3e4a98ad23b6bf3b2b5f02
Document Type :
article
Full Text :
https://doi.org/10.1186/s13059-018-1576-0