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PMID: 18382676 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.

Quantitative multicolor compositional imaging resolves molecular domains in cell-matrix adhesions.

PloS one ·Vol. 3 ·No. 4 ·2008-04-02 ·Pages e1901

Zamir E, Geiger B, Kam Z

Abstract

Cellular processes occur within dynamic and multi-molecular compartments whose characterization requires analysis at high spatio-temporal resolution. Notable examples for such complexes are cell-matrix adhesion sites, consisting of numerous cytoskeletal and signaling proteins. These adhesions are highly variable in their morphology, dynamics, and apparent function, yet their molecular diversity is poorly defined. We present here a compositional imaging approach for the analysis and display of multi-component compositions. This methodology is based on microscopy-acquired multicolor data, multi-dimensional clustering of pixels according to their composition similarity and display of the cellular distribution of these composition clusters. We apply this approach for resolving the molecular complexes associated with focal-adhesions, and the time-dependent effects of Rho-kinase inhibition. We show here compositional variations between adhesion sites, as well as ordered variations along the axis of individual focal-adhesions. The multicolor clustering approach also reveals distinct sensitivities of different focal-adhesion-associated complexes to Rho-kinase inhibition. Multicolor compositional imaging resolves "molecular signatures" characteristic to focal-adhesions and related structures, as well as sub-domains within these adhesion sites. This analysis enhances the spatial information with additional "contents-resolved" dimensions. We propose that compositional imaging can serve as a powerful tool for studying complex multi-molecular assemblies in cells and for mapping their distribution at sub-micron resolution.

MeSH Terms
Animals Cell Adhesion Cell-Matrix Junctions Cluster Analysis Fibroblasts/metabolism Focal Adhesions Image Processing, Computer-Assisted/methods Microscopy/methods Microscopy, Fluorescence/methods Rats Signal Transduction Time Factors rho-Associated Kinases/metabolism
Chemicals
rho-Associated Kinases
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Zamir Eli
Department of Molecular Cell Biology, The Weizmann Institute of Science, Rehovot, Israel.
Geiger Benjamin
Kam Zvi
References (33)
33 references, click to expand
  1. Quantum dots for live cells, in vivo imaging, and diagnostics.
    Science. 2005 Jan 28;307(5709):538-44 PMID: 15681376
  2. Hierarchical assembly of cell-matrix adhesion complexes.
    Biochem Soc Trans. 2004 Jun;32(Pt3):416-20 PMID: 15157150
  3. Probing molecular processes in live cells by quantitative multidimensional microscopy.
    Trends Cell Biol. 2001 Aug;11(8):329-34 PMID: 11489638
  4. Early molecular events in the assembly of matrix adhesions at the leading edge of migrating cells.
    J Cell Sci. 2003 Nov 15;116(Pt 22):4605-13 PMID: 14576354
  5. A guide to choosing fluorescent proteins.
    Nat Methods. 2005 Dec;2(12):905-9 PMID: 16299475
  6. Focal contacts as mechanosensors: externally applied local mechanical force induces growth of focal contacts by an mDia1-dependent and ROCK-independent mechanism.
    J Cell Biol. 2001 Jun 11;153(6):1175-86 PMID: 11402062
  7. A paxillin tyrosine phosphorylation switch regulates the assembly and form of cell-matrix adhesions.
    J Cell Sci. 2007 Jan 1;120(Pt 1):137-48 PMID: 17164291
  8. Integrative analysis of the cancer transcriptome.
    Nat Genet. 2005 Jun;37 Suppl:S31-7 PMID: 15920528
  9. Spectral imaging and its applications in live cell microscopy.
    FEBS Lett. 2003 Jul 3;546(1):87-92 PMID: 12829241
  10. Molecular complexity and dynamics of cell-matrix adhesions.
    J Cell Sci. 2001 Oct;114(Pt 20):3583-90 PMID: 11707510
  11. Computational prediction of proteotypic peptides for quantitative proteomics.
    Nat Biotechnol. 2007 Jan;25(1):125-31 PMID: 17195840
  12. Dynamics and segregation of cell-matrix adhesions in cultured fibroblasts.
    Nat Cell Biol. 2000 Apr;2(4):191-6 PMID: 10783236
  13. Imaging mass spectrometry at cellular length scales.
    Nat Protoc. 2007;2(5):1185-96 PMID: 17546014
  14. Quantitative analysis of complex protein mixtures using isotope-coded affinity tags.
    Nat Biotechnol. 1999 Oct;17(10):994-9 PMID: 10504701
  15. Six-color segmentation of multicolor images in the infection studies of Listeria monocytogenes.
    Microsc Res Tech. 2007 Feb;70(2):171-8 PMID: 17177276
  16. Multiplexed protein measurement: technologies and applications of protein and antibody arrays.
    Nat Rev Drug Discov. 2006 Apr;5(4):310-20 PMID: 16582876
  17. Spectral karyotyping analysis of human and mouse chromosomes.
    Nat Protoc. 2006;1(6):3129-42 PMID: 17406576
  18. Molecular diversity of plaques of epithelial-adhering junctions.
    Ann N Y Acad Sci. 2000;915:144-50 PMID: 11193570
  19. Cell spreading and focal adhesion dynamics are regulated by spacing of integrin ligands.
    Biophys J. 2007 Apr 15;92(8):2964-74 PMID: 17277192
  20. 11-color, 13-parameter flow cytometry: identification of human naive T cells by phenotype, function, and T-cell receptor diversity.
    Nat Med. 2001 Feb;7(2):245-8 PMID: 11175858
  21. Single cell profiling of potentiated phospho-protein networks in cancer cells.
    Cell. 2004 Jul 23;118(2):217-28 PMID: 15260991
  22. Marching at the front and dragging behind: differential alphaVbeta3-integrin turnover regulates focal adhesion behavior.
    J Cell Biol. 2001 Dec 24;155(7):1319-32 PMID: 11756480
  23. Molecular diversity of cell-matrix adhesions.
    J Cell Sci. 1999 Jun;112 ( Pt 11):1655-69 PMID: 10318759
  24. In vivo molecular and cellular imaging with quantum dots.
    Curr Opin Biotechnol. 2005 Feb;16(1):63-72 PMID: 15722017
  25. Evolving endosomes: how many varieties and why?
    Curr Opin Cell Biol. 2005 Aug;17(4):423-34 PMID: 15975780
  26. The mechanisms and dynamics of (alpha)v(beta)3 integrin clustering in living cells.
    J Cell Biol. 2005 Oct 24;171(2):383-92 PMID: 16247034
  27. Functional atlas of the integrin adhesome.
    Nat Cell Biol. 2007 Aug;9(8):858-67 PMID: 17671451
  28. Focal adhesion size controls tension-dependent recruitment of alpha-smooth muscle actin to stress fibers.
    J Cell Biol. 2006 Jan 16;172(2):259-68 PMID: 16401722
  29. Quantitative analysis of cytoskeletal organization by digital fluorescent microscopy.
    Cytometry A. 2003 Jul;54(1):8-18 PMID: 12820116
  30. Cell behaviour on micropatterned substrata: limits of extracellular matrix geometry for spreading and adhesion.
    J Cell Sci. 2004 Jan 1;117(Pt 1):41-52 PMID: 14657272
  31. Five-colour in vivo imaging of neurons in Caenorhabditis elegans.
    J Microsc. 2004 Aug;215(Pt 2):213-8 PMID: 15315508
  32. Analyzing proteome topology and function by automated multidimensional fluorescence microscopy.
    Nat Biotechnol. 2006 Oct;24(10):1270-8 PMID: 17013374
  33. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays.
    Proc Natl Acad Sci U S A. 1999 Jun 8;96(12):6745-50 PMID: 10359783
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2008-04-02
Epub
2008-00-02
Pages
e1901
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC2270910
Subset
IM
Grants
NIGMS NIH HHS · U54 GM064346 · United States
NIGMS NIH HHS · U54 GM64346 · United States
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