Skip to main content
Biophysical Journal logoLink to Biophysical Journal
. 1999 Feb;76(2):963–977. doi: 10.1016/S0006-3495(99)77260-7

Image correlation spectroscopy. II. Optimization for ultrasensitive detection of preexisting platelet-derived growth factor-beta receptor oligomers on intact cells.

P W Wiseman 1, N O Petersen 1
PMCID: PMC1300045  PMID: 9916027

Abstract

Previously we introduced image correlation spectroscopy (ICS) as an imaging analog of fluorescence correlation spectroscopy (FCS). Implementation of ICS with image collection via a standard fluorescence confocal microscope and computer-based autocorrelation analysis was shown to facilitate measurements of absolute number densities and determination of changes in aggregation state for fluorescently labeled macromolecules. In the present work we illustrate how to use ICS to quantify the aggregation state of immunolabeled plasma membrane receptors in an intact cellular milieu, taking into account background fluorescence. We introduce methods that enable us to completely remove white noise contributions from autocorrelation measurements for individual images and illustrate how to perform background corrections for autofluorescence and nonspecific fluorescence on cell population means obtained via ICS. The utilization of photon counting confocal imaging with ICS analysis in combination with the background correction techniques outlined enabled us to achieve very low detection limits with standard immunolabeling methods on normal, nontransformed human fibroblasts (AG1523) expressing relatively low numbers of platelet-derived growth factor-beta (PDGF-beta) receptors. Specifically, we determined that the PDGF-beta receptors were preaggregated as tetramers on average with a mean surface density of 2.3 clusters micrometer(-2) after immunolabeling at 4 degreesC. These measurements, which show preclustering of PDGF-beta receptors on the surface of normal human fibroblasts, contradict a fundamental assumption of the ligand-induced dimerization model for signal transduction and provide support for an alternative model that posits signal transduction from within preexisting receptor aggregates.

Full Text

The Full Text of this article is available as a PDF (334.4 KB).

Selected References

These references are in PubMed. This may not be the complete list of references from this article.

  1. Berland K. M., So P. T., Chen Y., Mantulin W. W., Gratton E. Scanning two-photon fluctuation correlation spectroscopy: particle counting measurements for detection of molecular aggregation. Biophys J. 1996 Jul;71(1):410–420. doi: 10.1016/S0006-3495(96)79242-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Berland K. M., So P. T., Gratton E. Two-photon fluorescence correlation spectroscopy: method and application to the intracellular environment. Biophys J. 1995 Feb;68(2):694–701. doi: 10.1016/S0006-3495(95)80230-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Carraway K. L., 3rd, Cerione R. A. Comparison of epidermal growth factor (EGF) receptor-receptor interactions in intact A431 cells and isolated plasma membranes. Large scale receptor micro-aggregation is not detected during EGF-stimulated early events. J Biol Chem. 1991 May 15;266(14):8899–8906. [PubMed] [Google Scholar]
  4. Gadella T. W., Jr, Jovin T. M. Oligomerization of epidermal growth factor receptors on A431 cells studied by time-resolved fluorescence imaging microscopy. A stereochemical model for tyrosine kinase receptor activation. J Cell Biol. 1995 Jun;129(6):1543–1558. doi: 10.1083/jcb.129.6.1543. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Ghosh R. N., Webb W. W. Automated detection and tracking of individual and clustered cell surface low density lipoprotein receptor molecules. Biophys J. 1994 May;66(5):1301–1318. doi: 10.1016/S0006-3495(94)80939-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Haigler H., Ash J. F., Singer S. J., Cohen S. Visualization by fluorescence of the binding and internalization of epidermal growth factor in human carcinoma cells A-431. Proc Natl Acad Sci U S A. 1978 Jul;75(7):3317–3321. doi: 10.1073/pnas.75.7.3317. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Heldin C. H. Dimerization of cell surface receptors in signal transduction. Cell. 1995 Jan 27;80(2):213–223. doi: 10.1016/0092-8674(95)90404-2. [DOI] [PubMed] [Google Scholar]
  8. Huang Z., Thompson N. L. Imaging fluorescence correlation spectroscopy: nonuniform IgE distributions on planar membranes. Biophys J. 1996 Apr;70(4):2001–2007. doi: 10.1016/S0006-3495(96)79766-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Icenogle R. D., Elson E. L. Fluorescence correlation spectroscopy and photobleaching recovery of multiple binding reactions. I. Theory and FCS measurements. Biopolymers. 1983 Aug;22(8):1919–1948. doi: 10.1002/bip.360220808. [DOI] [PubMed] [Google Scholar]
  10. Koppel D. E., Morgan F., Cowan A. E., Carson J. H. Scanning concentration correlation spectroscopy using the confocal laser microscope. Biophys J. 1994 Feb;66(2 Pt 1):502–507. doi: 10.1016/s0006-3495(94)80801-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Kubitscheck U., Kircheis M., Schweitzer-Stenner R., Dreybrodt W., Jovin T. M., Pecht I. Fluorescence resonance energy transfer on single living cells. Application to binding of monovalent haptens to cell-bound immunoglobulin E. Biophys J. 1991 Aug;60(2):307–318. doi: 10.1016/S0006-3495(91)82055-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Kubitscheck U., Schweitzer-Stenner R., Arndt-Jovin D. J., Jovin T. M., Pecht I. Distribution of type I Fc epsilon-receptors on the surface of mast cells probed by fluorescence resonance energy transfer. Biophys J. 1993 Jan;64(1):110–120. doi: 10.1016/S0006-3495(93)81345-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Kusumi A., Sako Y. Cell surface organization by the membrane skeleton. Curr Opin Cell Biol. 1996 Aug;8(4):566–574. doi: 10.1016/s0955-0674(96)80036-6. [DOI] [PubMed] [Google Scholar]
  14. Kusumi A., Sako Y., Yamamoto M. Confined lateral diffusion of membrane receptors as studied by single particle tracking (nanovid microscopy). Effects of calcium-induced differentiation in cultured epithelial cells. Biophys J. 1993 Nov;65(5):2021–2040. doi: 10.1016/S0006-3495(93)81253-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Lemmon M. A., Schlessinger J. Regulation of signal transduction and signal diversity by receptor oligomerization. Trends Biochem Sci. 1994 Nov;19(11):459–463. doi: 10.1016/0968-0004(94)90130-9. [DOI] [PubMed] [Google Scholar]
  16. Liu P., Ying Y., Ko Y. G., Anderson R. G. Localization of platelet-derived growth factor-stimulated phosphorylation cascade to caveolae. J Biol Chem. 1996 Apr 26;271(17):10299–10303. doi: 10.1074/jbc.271.17.10299. [DOI] [PubMed] [Google Scholar]
  17. Metzger H. Transmembrane signaling: the joy of aggregation. J Immunol. 1992 Sep 1;149(5):1477–1487. [PubMed] [Google Scholar]
  18. Meyer T., Schindler H. Particle counting by fluorescence correlation spectroscopy. Simultaneous measurement of aggregation and diffusion of molecules in solutions and in membranes. Biophys J. 1988 Dec;54(6):983–993. doi: 10.1016/S0006-3495(88)83036-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Morrison I. E., Anderson C. M., Georgiou G. N., Stevenson G. V., Cherry R. J. Analysis of receptor clustering on cell surfaces by imaging fluorescent particles. Biophys J. 1994 Sep;67(3):1280–1290. doi: 10.1016/S0006-3495(94)80600-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Palmer A. G., 3rd, Thompson N. L. Fluorescence correlation spectroscopy for detecting submicroscopic clusters of fluorescent molecules in membranes. Chem Phys Lipids. 1989 Jun;50(3-4):253–270. doi: 10.1016/0009-3084(89)90053-4. [DOI] [PubMed] [Google Scholar]
  21. Petersen N. O., Höddelius P. L., Wiseman P. W., Seger O., Magnusson K. E. Quantitation of membrane receptor distributions by image correlation spectroscopy: concept and application. Biophys J. 1993 Sep;65(3):1135–1146. doi: 10.1016/S0006-3495(93)81173-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Petersen N. O. Scanning fluorescence correlation spectroscopy. I. Theory and simulation of aggregation measurements. Biophys J. 1986 Apr;49(4):809–815. doi: 10.1016/S0006-3495(86)83709-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Qian H., Elson E. L. Distribution of molecular aggregation by analysis of fluctuation moments. Proc Natl Acad Sci U S A. 1990 Jul;87(14):5479–5483. doi: 10.1073/pnas.87.14.5479. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Qian H. On the statistics of fluorescence correlation spectroscopy. Biophys Chem. 1990 Oct;38(1-2):49–57. doi: 10.1016/0301-4622(90)80039-a. [DOI] [PubMed] [Google Scholar]
  25. Rosenfeld M. E., Bowen-Pope D. F., Ross R. Platelet-derived growth factor: morphologic and biochemical studies of binding, internalization, and degradation. J Cell Physiol. 1984 Nov;121(2):263–274. doi: 10.1002/jcp.1041210202. [DOI] [PubMed] [Google Scholar]
  26. Rönnstrand L., Terracio L., Claesson-Welsh L., Heldin C. H., Rubin K. Characterization of two monoclonal antibodies reactive with the external domain of the platelet-derived growth factor receptor. J Biol Chem. 1988 Jul 25;263(21):10429–10435. [PubMed] [Google Scholar]
  27. Sako Y., Kusumi A. Compartmentalized structure of the plasma membrane for receptor movements as revealed by a nanometer-level motion analysis. J Cell Biol. 1994 Jun;125(6):1251–1264. doi: 10.1083/jcb.125.6.1251. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Schlessinger J., Shechter Y., Willingham M. C., Pastan I. Direct visualization of binding, aggregation, and internalization of insulin and epidermal growth factor on living fibroblastic cells. Proc Natl Acad Sci U S A. 1978 Jun;75(6):2659–2663. doi: 10.1073/pnas.75.6.2659. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Schwille P., Meyer-Almes F. J., Rigler R. Dual-color fluorescence cross-correlation spectroscopy for multicomponent diffusional analysis in solution. Biophys J. 1997 Apr;72(4):1878–1886. doi: 10.1016/S0006-3495(97)78833-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Seifert R. A., Hart C. E., Phillips P. E., Forstrom J. W., Ross R., Murray M. J., Bowen-Pope D. F. Two different subunits associate to create isoform-specific platelet-derived growth factor receptors. J Biol Chem. 1989 May 25;264(15):8771–8778. [PubMed] [Google Scholar]
  31. St-Pierre P. R., Petersen N. O. Average density and size of microclusters of epidermal growth factor receptors on A431 cells. Biochemistry. 1992 Mar 10;31(9):2459–2463. doi: 10.1021/bi00124a004. [DOI] [PubMed] [Google Scholar]
  32. Thompson N. L., Axelrod D. Immunoglobulin surface-binding kinetics studied by total internal reflection with fluorescence correlation spectroscopy. Biophys J. 1983 Jul;43(1):103–114. doi: 10.1016/S0006-3495(83)84328-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Ullrich A., Schlessinger J. Signal transduction by receptors with tyrosine kinase activity. Cell. 1990 Apr 20;61(2):203–212. doi: 10.1016/0092-8674(90)90801-k. [DOI] [PubMed] [Google Scholar]
  34. Williams L. T. Signal transduction by the platelet-derived growth factor receptor. Science. 1989 Mar 24;243(4898):1564–1570. doi: 10.1126/science.2538922. [DOI] [PubMed] [Google Scholar]
  35. Wiseman P. W., Höddelius P., Petersen N. O., Magnusson K. E. Aggregation of PDGF-beta receptors in human skin fibroblasts: characterization by image correlation spectroscopy (ICS). FEBS Lett. 1997 Jan 13;401(1):43–48. doi: 10.1016/s0014-5793(96)01429-9. [DOI] [PubMed] [Google Scholar]
  36. Young R. M., Arnette J. K., Roess D. A., Barisas B. G. Quantitation of fluorescence energy transfer between cell surface proteins via fluorescence donor photobleaching kinetics. Biophys J. 1994 Aug;67(2):881–888. doi: 10.1016/S0006-3495(94)80549-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. van Belzen N., Rijken P. J., Hage W. J., de Laat S. W., Verkleij A. J., Boonstra J. Direct visualization and quantitative analysis of epidermal growth factor-induced receptor clustering. J Cell Physiol. 1988 Mar;134(3):413–420. doi: 10.1002/jcp.1041340312. [DOI] [PubMed] [Google Scholar]

Articles from Biophysical Journal are provided here courtesy of The Biophysical Society

RESOURCES