Linking single-cell measurements of mass, growth rate, and gene expression.
Genome Biol
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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. |
Year of Publication | 2018
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Journal | Genome Biol
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Volume | 19
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Issue | 1
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Pages | 207
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Date Published | 2018 Nov 27
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ISSN | 1474-760X
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DOI | 10.1186/s13059-018-1576-0
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PubMed ID | 30482222
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PubMed Central ID | PMC6260722
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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
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