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PMID: 26732280 Published · epublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

A microfluidic platform enabling single-cell RNA-seq of multigenerational lineages.

Nature communications ·Vol. 7 ·2016-01-06 ·Pages 10220

Kimmerling RJ, Lee Szeto G, Li JW, Genshaft AS, Kazer SW, Payer KR, de Riba Borrajo J, Blainey PC, Irvine DJ, Shalek AK, Manalis SR

Abstract

We introduce a microfluidic platform that enables off-chip single-cell RNA-seq after multi-generational lineage tracking under controlled culture conditions. We use this platform to generate whole-transcriptome profiles of primary, activated murine CD8+ T-cell and lymphocytic leukemia cell line lineages. Here we report that both cell types have greater intra- than inter-lineage transcriptional similarity. For CD8+ T-cells, genes with functional annotation relating to lymphocyte differentiation and function--including Granzyme B--are enriched among the genes that demonstrate greater intra-lineage expression level similarity. Analysis of gene expression covariance with matched measurements of time since division reveals cell type-specific transcriptional signatures that correspond with cell cycle progression. We believe that the ability to directly measure the effects of lineage and cell cycle-dependent transcriptional profiles of single cells will be broadly useful to fields where heterogeneous populations of cells display distinct clonal trajectories, including immunology, cancer, and developmental biology.

MeSH Terms
Animals CD8-Positive T-Lymphocytes/metabolism Cell Cycle/physiology Cell Line, Tumor Mice Microfluidic Analytical Techniques/instrumentation,methods RNA/genetics Transcription, Genetic
Chemicals
RNA
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Kimmerling Robert J
Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA.
Lee Szeto Gregory
Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachussets 02139, USA.
Li Jennifer W
Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA.
Genshaft Alex S
Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachussets 02139, USA. | Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Institute for Medical Engineering &Science, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Broad Institute of MIT and Harvard, Cambridge, Massachussets 02142, USA.
Kazer Samuel W
Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachussets 02139, USA. | Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Institute for Medical Engineering &Science, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Broad Institute of MIT and Harvard, Cambridge, Massachussets 02142, USA.
Payer Kristofor R
Microsystems Technology Laboratory, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA.
de Riba Borrajo Jacob
Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Broad Institute of MIT and Harvard, Cambridge, Massachussets 02142, USA.
Blainey Paul C
Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Broad Institute of MIT and Harvard, Cambridge, Massachussets 02142, USA.
Irvine Darrell J
Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachussets 02139, USA. | Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA.
Shalek Alex K
Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachussets 02139, USA. | Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Institute for Medical Engineering &Science, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Broad Institute of MIT and Harvard, Cambridge, Massachussets 02142, USA. | Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Immunology, Massachusetts General Hospital, Boston, Massachussets 02114, USA.
Manalis Scott R
Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA. | Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachussets 02139, USA.
References (22)
22 references, click to expand
  1. Long-term single-cell imaging of mammalian stem cells.
    Nat Methods. 2011 Apr;8(4 Suppl):S30-5 PMID: 21451514
  2. Early specification of CD8+ T lymphocyte fates during adaptive immunity revealed by single-cell gene-expression analyses.
    Nat Immunol. 2014 Apr;15(4):365-72 PMID: 24584088
  3. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.
    Science. 2014 Jun 20;344(6190):1396-401 PMID: 24925914
  4. Single-cell RNA-seq reveals dynamic paracrine control of cellular variation.
    Nature. 2014 Jun 19;510(7505):363-9 PMID: 24919153
  5. Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells.
    Cell. 2015 May 21;161(5):1187-201 PMID: 26000487
  6. Lineage correlations of single cell division time as a probe of cell-cycle dynamics.
    Nature. 2015 Mar 26;519(7544):468-71 PMID: 25762143
  7. Linking T-cell receptor sequence to functional phenotype at the single-cell level.
    Nat Biotechnol. 2014 Jul;32(7):684-92 PMID: 24952902
  8. Deconstructing transcriptional heterogeneity in pluripotent stem cells.
    Nature. 2014 Dec 4;516(7529):56-61 PMID: 25471879
  9. Preparation of Single-Cell RNA-Seq Libraries for Next Generation Sequencing.
    Curr Protoc Mol Biol. 2014;107:4.22.1-17 PMID: 24984854
  10. Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.
    Cell. 2015 May 21;161(5):1202-14 PMID: 26000488
  11. Single-cell RNA-seq: advances and future challenges.
    Nucleic Acids Res. 2014 Aug;42(14):8845-60 PMID: 25053837
  12. CD8(+) T cell diversification by asymmetric cell division.
    Nat Immunol. 2015 Sep;16(9):891-3 PMID: 26287584
  13. Smart-seq2 for sensitive full-length transcriptome profiling in single cells.
    Nat Methods. 2013 Nov;10(11):1096-8 PMID: 24056875
  14. Reply to: "CD8(+) T cell diversification by asymmetric cell division".
    Nat Immunol. 2015 Sep;16(9):893-4 PMID: 26287585
  15. High-throughput analysis of single hematopoietic stem cell proliferation in microfluidic cell culture arrays.
    Nat Methods. 2011 Jul;8(7):581-6 PMID: 21602799
  16. Every cell is special: genome-wide studies add a new dimension to single-cell biology.
    Cell. 2014 Mar 27;157(1):8-11 PMID: 24679522
  17. Global analysis of proliferation and cell cycle gene expression in the regulation of hematopoietic stem and progenitor cell fates.
    J Exp Med. 2005 Dec 5;202(11):1599-611 PMID: 16330818
  18. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
    Nat Protoc. 2009;4(1):44-57 PMID: 19131956
  19. A trap-and-release integrated microfluidic system for dynamic microarray applications.
    Proc Natl Acad Sci U S A. 2007 Jan 23;104(4):1146-51 PMID: 17227861
  20. Versatile, fully automated, microfluidic cell culture system.
    Anal Chem. 2007 Nov 15;79(22):8557-63 PMID: 17953452
  21. Asymmetric T lymphocyte division in the initiation of adaptive immune responses.
    Science. 2007 Mar 23;315(5819):1687-91 PMID: 17332376
  22. Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells.
    Nat Biotechnol. 2015 Feb;33(2):155-60 PMID: 25599176
Article Info
Journal
Nature communications
Abbr.
Nat Commun
ISSN
2041-1723
Published
2016-01-06
Epub
2016-00-06
Pages
10220
Language
English
Region
England
NLM ID
101528555
PMCID
PMC4729820
Subset
IM
Grants
NCI NIH HHS · #F32CA1800586 · United States
NIAID NIH HHS · R21AI110787 · United States
NCI NIH HHS · P30 CA014051 · United States
NCI NIH HHS · P30-CA14051 · United States
NIGMS NIH HHS · DP2 GM119419 · United States
NCI NIH HHS · F32 CA180586 · United States
NCI NIH HHS · U54 CA143874 · United States
NCI NIH HHS · U54CA143874 · United States
Howard Hughes Medical Institute · United States
NIAID NIH HHS · U24 AI118672 · United States
NIH HHS · DP2 OD020839 · United States
NHGRI NIH HHS · RM1 HG006193 · United States
NIAID NIH HHS · R21 AI110787 · United States
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