Home LiteratureArticle Details
PMID: 19223588 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Dynamic analysis of MAPK signaling using a high-throughput microfluidic single-cell imaging platform.

Taylor RJ, Falconnet D, Niemistö A, Ramsey SA, Prinz S, Shmulevich I, Galitski T, Hansen CL

Abstract

Cells have evolved biomolecular networks that process and respond to changing chemical environments. Understanding how complex protein interactions give rise to emergent network properties requires time-resolved analysis of cellular response under a large number of genetic perturbations and chemical environments. To date, the lack of technologies for scalable cell analysis under well-controlled and time-varying conditions has made such global studies either impossible or impractical. To address this need, we have developed a high-throughput microfluidic imaging platform for single-cell studies of network response under hundreds of combined genetic perturbations and time-varying stimulant sequences. Our platform combines programmable on-chip mixing and perfusion with high-throughput image acquisition and processing to perform 256 simultaneous time-lapse live-cell imaging experiments. Nonadherent cells are captured in an array of 2,048 microfluidic cell traps to allow for the imaging of eight different genotypes over 12 h and in response to 32 unique sequences of stimulation, generating a total of 49,000 images per run. Using 12 devices, we carried out >3,000 live-cell imaging experiments to investigate the mating pheromone response in Saccharomyces cerevisiae under combined genetic perturbations and changing environmental conditions. Comprehensive analysis of 11 deletion mutants reveals both distinct thresholds for morphological switching and new dynamic phenotypes that are not observed in static conditions. For example, kss1Delta, fus3Delta, msg5Delta, and ptp2Delta mutants exhibit distinctive stimulus-frequency-dependent signaling phenotypes, implicating their role in filtering and network memory. The combination of parallel microfluidic control with high-throughput imaging provides a powerful tool for systems-level studies of single-cell decision making.

MeSH Terms
Imaging, Three-Dimensional/instrumentation MAP Kinase Signaling System/drug effects Mating Factor Microfluidics/instrumentation Mutation/genetics Peptides/pharmacology Phenotype Pheromones/pharmacology Saccharomyces cerevisiae/cytology,drug effects,enzymology,physiology
Chemicals
Peptides Pheromones Mating Factor
Authors & Affiliations
8 authors, click to expand affiliations / ORCID
Taylor R J
Institute for Systems Biology, 1441 North 34th Street, Seattle, WA 98103, USA.
Falconnet D
Niemistö A
Ramsey S A
Prinz S
Shmulevich I
Galitski T
Hansen C L
References (41)
41 references, click to expand
  1. Targeting RAS signalling pathways in cancer therapy.
    Nat Rev Cancer. 2003 Jan;3(1):11-22 PMID: 12509763
  2. A microfluidic chemostat for experiments with bacterial and yeast cells.
    Nat Methods. 2005 Sep;2(9):685-9 PMID: 16118639
  3. Regulation of cell signaling dynamics by the protein kinase-scaffold Ste5.
    Mol Cell. 2008 Jun 6;30(5):649-56 PMID: 18538663
  4. Function and regulation in MAPK signaling pathways: lessons learned from the yeast Saccharomyces cerevisiae.
    Biochim Biophys Acta. 2007 Aug;1773(8):1311-40 PMID: 17604854
  5. Signaling and circuitry of multiple MAPK pathways revealed by a matrix of global gene expression profiles.
    Science. 2000 Feb 4;287(5454):873-80 PMID: 10657304
  6. Quantitative proteomic analysis of the budding yeast cell cycle using acid-cleavable isotope-coded affinity tag reagents.
    Proteomics. 2006 Dec;6(23):6146-57 PMID: 17133367
  7. MAP kinases with distinct inhibitory functions impart signaling specificity during yeast differentiation.
    Cell. 1997 Nov 28;91(5):673-84 PMID: 9393860
  8. Systematic investigation of protein phase behavior with a microfluidic formulator.
    Proc Natl Acad Sci U S A. 2004 Oct 5;101(40):14431-6 PMID: 15452343
  9. Regulated cell-to-cell variation in a cell-fate decision system.
    Nature. 2005 Sep 29;437(7059):699-706 PMID: 16170311
  10. MAPK-mediated bimodal gene expression and adaptive gradient sensing in yeast.
    Nature. 2007 Mar 1;446(7131):46-51 PMID: 17310144
  11. Variability and memory of protein levels in human cells.
    Nature. 2006 Nov 30;444(7119):643-6 PMID: 17122776
  12. Cross-talk and decision making in MAP kinase pathways.
    Nat Genet. 2007 Mar;39(3):409-14 PMID: 17259986
  13. Metabolic gene regulation in a dynamically changing environment.
    Nature. 2008 Aug 28;454(7208):1119-22 PMID: 18668041
  14. MAPK specificity in the yeast pheromone response independent of transcriptional activation.
    Curr Biol. 2001 Aug 21;11(16):1266-71 PMID: 11525741
  15. A high-throughput microfluidic real-time gene expression living cell array.
    Lab Chip. 2007 Jan;7(1):77-85 PMID: 17180208
  16. A filamentous growth response mediated by the yeast mating pathway.
    Genetics. 2001 Nov;159(3):919-28 PMID: 11729141
  17. A microfluidic device for temporally controlled gene expression and long-term fluorescent imaging in unperturbed dividing yeast cells.
    PLoS One. 2008 Jan 23;3(1):e1468 PMID: 18213377
  18. Differential regulation of FUS3 MAP kinase by tyrosine-specific phosphatases PTP2/PTP3 and dual-specificity phosphatase MSG5 in Saccharomyces cerevisiae.
    Genes Dev. 1997 Jul 1;11(13):1690-702 PMID: 9224718
  19. A photoactivatable GFP for selective photolabeling of proteins and cells.
    Science. 2002 Sep 13;297(5588):1873-7 PMID: 12228718
  20. Monolithic microfabricated valves and pumps by multilayer soft lithography.
    Science. 2000 Apr 7;288(5463):113-6 PMID: 10753110
  21. Positive-feedback loops as a flexible biological module.
    Curr Biol. 2007 Apr 17;17(8):668-77 PMID: 17398098
  22. Reverse engineering intracellular biochemical networks.
    Nat Chem Biol. 2008 Nov;4(11):643-7 PMID: 18936743
  23. Specificity of MAP kinase signaling in yeast differentiation involves transient versus sustained MAPK activation.
    Mol Cell. 2001 Sep;8(3):683-91 PMID: 11583629
  24. Ste5 tethers multiple protein kinases in the MAP kinase cascade required for mating in S. cerevisiae.
    Cell. 1994 Aug 12;78(3):499-512 PMID: 8062390
  25. A bistable Rb-E2F switch underlies the restriction point.
    Nat Cell Biol. 2008 Apr;10(4):476-82 PMID: 18364697
  26. Signal processing by the HOG MAP kinase pathway.
    Proc Natl Acad Sci U S A. 2008 May 20;105(20):7165-70 PMID: 18480263
  27. Relative dependence of different outputs of the Saccharomyces cerevisiae pheromone response pathway on the MAP kinase Fus3p.
    Genetics. 1999 Apr;151(4):1425-44 PMID: 10101167
  28. STE50, a novel gene required for activation of conjugation at an early step in mating in Saccharomyces cerevisiae.
    Mol Gen Genet. 1992 Dec;236(1):145-54 PMID: 1494345
  29. Prm1p, a pheromone-regulated multispanning membrane protein, facilitates plasma membrane fusion during yeast mating.
    J Cell Biol. 2000 Oct 30;151(3):719-30 PMID: 11062271
  30. Continuous perfusion microfluidic cell culture array for high-throughput cell-based assays.
    Biotechnol Bioeng. 2005 Jan 5;89(1):1-8 PMID: 15580587
  31. The yeast pheromone-responsive G alpha protein stimulates recovery from chronic pheromone treatment by two mechanisms that are activated at distinct levels of stimulus.
    Cell Biochem Biophys. 1999;30(2):193-212 PMID: 10356642
  32. Systematic profiling of cellular phenotypes with spotted cell microarrays reveals mating-pheromone response genes.
    Genome Biol. 2006;7(1):R6 PMID: 16507139
  33. Real-time kinetics of gene activity in individual bacteria.
    Cell. 2005 Dec 16;123(6):1025-36 PMID: 16360033
  34. Principles of MAP kinase signaling specificity in Saccharomyces cerevisiae.
    Annu Rev Genet. 2004;38:725-48 PMID: 15568991
  35. Versatile, fully automated, microfluidic cell culture system.
    Anal Chem. 2007 Nov 15;79(22):8557-63 PMID: 17953452
  36. Negative feedback that improves information transmission in yeast signalling.
    Nature. 2008 Dec 11;456(7223):755-61 PMID: 19079053
  37. MSG5, a novel protein phosphatase promotes adaptation to pheromone response in S. cerevisiae.
    EMBO J. 1994 Jan 1;13(1):61-70 PMID: 8306972
  38. The frequency dependence of osmo-adaptation in Saccharomyces cerevisiae.
    Science. 2008 Jan 25;319(5862):482-4 PMID: 18218902
  39. High content cell screening in a microfluidic device.
    Mol Cell Proteomics. 2009 Mar;8(3):433-42 PMID: 18953019
  40. Microfluidic large-scale integration.
    Science. 2002 Oct 18;298(5593):580-4 PMID: 12351675
  41. Enhancement of cellular memory by reducing stochastic transitions.
    Nature. 2005 May 12;435(7039):228-32 PMID: 15889097
Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
1091-6490
Published
2009-03-10
Epub
2009-00-17
Pages
3758-63
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC2644260
Subset
IM
Grants
NIGMS NIH HHS · P50 GM076547 · United States
NIBIB NIH HHS · R21 EB005757 · United States
NIGMS NIH HHS · P50-GM076547 · United States
NIBIB NIH HHS · R21 EB005757-01 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com