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

Genome Biol
Authors
Keywords
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.

Year of Publication
2018
Journal
Genome Biol
Volume
19
Issue
1
Pages
207
Date Published
2018 Nov 27
ISSN
1474-760X
DOI
10.1186/s13059-018-1576-0
PubMed ID
30482222
PubMed Central ID
PMC6260722
Links
Grant list
T32 GM007287 / GM / NIGMS NIH HHS / United States
P30-CA14051 / CA / NCI NIH HHS / United States
R33 CA191143 / CA / NCI NIH HHS / United States
5U24AI118672 / NH / NIH HHS / United States
T32 GM087237 / GM / NIGMS NIH HHS / United States
R01 CA170592 / CA / NCI NIH HHS / United States
1DP2OD020839 / NH / NIH HHS / United States
1R33CA202820 / NH / NIH HHS / United States
2U19AI089992 / NH / NIH HHS / United States
U24 AI118672 / AI / NIAID NIH HHS / United States
2RM1HG006193 / NH / NIH HHS / United States
RM1 HG006193 / HG / NHGRI NIH HHS / United States
U54 CA217377 / CA / NCI NIH HHS / United States
1R01HL134539 / NH / NIH HHS / United States
DP2 GM119419 / GM / NIGMS NIH HHS / United States
2P01AI039671 / NH / NIH HHS / United States
R33CA191143 / NH / NIH HHS / United States